essay on coronavirus

Read these 12 moving essays about life during coronavirus

Artists, novelists, critics, and essayists are writing the first draft of history.

by Alissa Wilkinson

The world is grappling with an invisible, deadly enemy, trying to understand how to live with the threat posed by a virus . For some writers, the only way forward is to put pen to paper, trying to conceptualize and document what it feels like to continue living as countries are under lockdown and regular life seems to have ground to a halt.

So as the coronavirus pandemic has stretched around the world, it’s sparked a crop of diary entries and essays that describe how life has changed. Novelists, critics, artists, and journalists have put words to the feelings many are experiencing. The result is a first draft of how we’ll someday remember this time, filled with uncertainty and pain and fear as well as small moments of hope and humanity.

• The Vox guide to navigating the coronavirus crisis

At the New York Review of Books, Ali Bhutto writes that in Karachi, Pakistan, the government-imposed curfew due to the virus is “eerily reminiscent of past military clampdowns”:

Beneath the quiet calm lies a sense that society has been unhinged and that the usual rules no longer apply. Small groups of pedestrians look on from the shadows, like an audience watching a spectacle slowly unfolding. People pause on street corners and in the shade of trees, under the watchful gaze of the paramilitary forces and the police.

His essay concludes with the sobering note that “in the minds of many, Covid-19 is just another life-threatening hazard in a city that stumbles from one crisis to another.”

Writing from Chattanooga, novelist Jamie Quatro documents the mixed ways her neighbors have been responding to the threat, and the frustration of conflicting direction, or no direction at all, from local, state, and federal leaders:

Whiplash, trying to keep up with who’s ordering what. We’re already experiencing enough chaos without this back-and-forth. Why didn’t the federal government issue a nationwide shelter-in-place at the get-go, the way other countries did? What happens when one state’s shelter-in-place ends, while others continue? Do states still under quarantine close their borders? We are still one nation, not fifty individual countries. Right?

• A syllabus for the end of the world

Award-winning photojournalist Alessio Mamo, quarantined with his partner Marta in Sicily after she tested positive for the virus, accompanies his photographs in the Guardian of their confinement with a reflection on being confined :

The doctors asked me to take a second test, but again I tested negative. Perhaps I’m immune? The days dragged on in my apartment, in black and white, like my photos. Sometimes we tried to smile, imagining that I was asymptomatic, because I was the virus. Our smiles seemed to bring good news. My mother left hospital, but I won’t be able to see her for weeks. Marta started breathing well again, and so did I. I would have liked to photograph my country in the midst of this emergency, the battles that the doctors wage on the frontline, the hospitals pushed to their limits, Italy on its knees fighting an invisible enemy. That enemy, a day in March, knocked on my door instead.

In the New York Times Magazine, deputy editor Jessica Lustig writes with devastating clarity about her family’s life in Brooklyn while her husband battled the virus, weeks before most people began taking the threat seriously:

At the door of the clinic, we stand looking out at two older women chatting outside the doorway, oblivious. Do I wave them away? Call out that they should get far away, go home, wash their hands, stay inside? Instead we just stand there, awkwardly, until they move on. Only then do we step outside to begin the long three-block walk home. I point out the early magnolia, the forsythia. T says he is cold. The untrimmed hairs on his neck, under his beard, are white. The few people walking past us on the sidewalk don’t know that we are visitors from the future. A vision, a premonition, a walking visitation. This will be them: Either T, in the mask, or — if they’re lucky — me, tending to him.

Essayist Leslie Jamison writes in the New York Review of Books about being shut away alone in her New York City apartment with her 2-year-old daughter since she became sick:

The virus. Its sinewy, intimate name. What does it feel like in my body today? Shivering under blankets. A hot itch behind the eyes. Three sweatshirts in the middle of the day. My daughter trying to pull another blanket over my body with her tiny arms. An ache in the muscles that somehow makes it hard to lie still. This loss of taste has become a kind of sensory quarantine. It’s as if the quarantine keeps inching closer and closer to my insides. First I lost the touch of other bodies; then I lost the air; now I’ve lost the taste of bananas. Nothing about any of these losses is particularly unique. I’ve made a schedule so I won’t go insane with the toddler. Five days ago, I wrote Walk/Adventure! on it, next to a cut-out illustration of a tiger—as if we’d see tigers on our walks. It was good to keep possibility alive.

At Literary Hub, novelist Heidi Pitlor writes about the elastic nature of time during her family’s quarantine in Massachusetts:

During a shutdown, the things that mark our days—commuting to work, sending our kids to school, having a drink with friends—vanish and time takes on a flat, seamless quality. Without some self-imposed structure, it’s easy to feel a little untethered. A friend recently posted on Facebook: “For those who have lost track, today is Blursday the fortyteenth of Maprilay.” ... Giving shape to time is especially important now, when the future is so shapeless. We do not know whether the virus will continue to rage for weeks or months or, lord help us, on and off for years. We do not know when we will feel safe again. And so many of us, minus those who are gifted at compartmentalization or denial, remain largely captive to fear. We may stay this way if we do not create at least the illusion of movement in our lives, our long days spent with ourselves or partners or families.

• What day is it today?

Novelist Lauren Groff writes at the New York Review of Books about trying to escape the prison of her fears while sequestered at home in Gainesville, Florida:

Some people have imaginations sparked only by what they can see; I blame this blinkered empiricism for the parks overwhelmed with people, the bars, until a few nights ago, thickly thronged. My imagination is the opposite. I fear everything invisible to me. From the enclosure of my house, I am afraid of the suffering that isn’t present before me, the people running out of money and food or drowning in the fluid in their lungs, the deaths of health-care workers now growing ill while performing their duties. I fear the federal government, which the right wing has so—intentionally—weakened that not only is it insufficient to help its people, it is actively standing in help’s way. I fear we won’t sufficiently punish the right. I fear leaving the house and spreading the disease. I fear what this time of fear is doing to my children, their imaginations, and their souls.

At ArtForum , Berlin-based critic and writer Kristian Vistrup Madsen reflects on martinis, melancholia, and Finnish artist Jaakko Pallasvuo’s 2018 graphic novel Retreat , in which three young people exile themselves in the woods:

In melancholia, the shape of what is ending, and its temporality, is sprawling and incomprehensible. The ambivalence makes it hard to bear. The world of Retreat is rendered in lush pink and purple watercolors, which dissolve into wild and messy abstractions. In apocalypse, the divisions established in genesis bleed back out. My own Corona-retreat is similarly soft, color-field like, each day a blurred succession of quarantinis, YouTube–yoga, and televized press conferences. As restrictions mount, so does abstraction. For now, I’m still rooting for love to save the world.

At the Paris Review , Matt Levin writes about reading Virginia Woolf’s novel The Waves during quarantine:

A retreat, a quarantine, a sickness—they simultaneously distort and clarify, curtail and expand. It is an ideal state in which to read literature with a reputation for difficulty and inaccessibility, those hermetic books shorn of the handholds of conventional plot or characterization or description. A novel like Virginia Woolf’s The Waves is perfect for the state of interiority induced by quarantine—a story of three men and three women, meeting after the death of a mutual friend, told entirely in the overlapping internal monologues of the six, interspersed only with sections of pure, achingly beautiful descriptions of the natural world, a day’s procession and recession of light and waves. The novel is, in my mind’s eye, a perfectly spherical object. It is translucent and shimmering and infinitely fragile, prone to shatter at the slightest disturbance. It is not a book that can be read in snatches on the subway—it demands total absorption. Though it revels in a stark emotional nakedness, the book remains aloof, remote in its own deep self-absorption.

• Vox is starting a book club. Come read with us!

In an essay for the Financial Times, novelist Arundhati Roy writes with anger about Indian Prime Minister Narendra Modi’s anemic response to the threat, but also offers a glimmer of hope for the future:

Historically, pandemics have forced humans to break with the past and imagine their world anew. This one is no different. It is a portal, a gateway between one world and the next. We can choose to walk through it, dragging the carcasses of our prejudice and hatred, our avarice, our data banks and dead ideas, our dead rivers and smoky skies behind us. Or we can walk through lightly, with little luggage, ready to imagine another world. And ready to fight for it.

From Boston, Nora Caplan-Bricker writes in The Point about the strange contraction of space under quarantine, in which a friend in Beirut is as close as the one around the corner in the same city:

It’s a nice illusion—nice to feel like we’re in it together, even if my real world has shrunk to one person, my husband, who sits with his laptop in the other room. It’s nice in the same way as reading those essays that reframe social distancing as solidarity. “We must begin to see the negative space as clearly as the positive, to know what we don’t do is also brilliant and full of love,” the poet Anne Boyer wrote on March 10th, the day that Massachusetts declared a state of emergency. If you squint, you could almost make sense of this quarantine as an effort to flatten, along with the curve, the distinctions we make between our bonds with others. Right now, I care for my neighbor in the same way I demonstrate love for my mother: in all instances, I stay away. And in moments this month, I have loved strangers with an intensity that is new to me. On March 14th, the Saturday night after the end of life as we knew it, I went out with my dog and found the street silent: no lines for restaurants, no children on bicycles, no couples strolling with little cups of ice cream. It had taken the combined will of thousands of people to deliver such a sudden and complete emptiness. I felt so grateful, and so bereft.

And on his own website, musician and artist David Byrne writes about rediscovering the value of working for collective good , saying that “what is happening now is an opportunity to learn how to change our behavior”:

In emergencies, citizens can suddenly cooperate and collaborate. Change can happen. We’re going to need to work together as the effects of climate change ramp up. In order for capitalism to survive in any form, we will have to be a little more socialist. Here is an opportunity for us to see things differently — to see that we really are all connected — and adjust our behavior accordingly. Are we willing to do this? Is this moment an opportunity to see how truly interdependent we all are? To live in a world that is different and better than the one we live in now? We might be too far down the road to test every asymptomatic person, but a change in our mindsets, in how we view our neighbors, could lay the groundwork for the collective action we’ll need to deal with other global crises. The time to see how connected we all are is now.

The portrait these writers paint of a world under quarantine is multifaceted. Our worlds have contracted to the confines of our homes, and yet in some ways we’re more connected than ever to one another. We feel fear and boredom, anger and gratitude, frustration and strange peace. Uncertainty drives us to find metaphors and images that will let us wrap our minds around what is happening.

Yet there’s no single “what” that is happening. Everyone is contending with the pandemic and its effects from different places and in different ways. Reading others’ experiences — even the most frightening ones — can help alleviate the loneliness and dread, a little, and remind us that what we’re going through is both unique and shared by all.

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Covid 19 Essay in English

Essay on Covid -19: In a very short amount of time, coronavirus has spread globally. It has had an enormous impact on people's lives, economy, and societies all around the world, affecting every country. Governments have had to take severe measures to try and contain the pandemic. The virus has altered our way of life in many ways, including its effects on our health and our economy. Here are a few sample essays on ‘CoronaVirus’.

100 Words Essay on Covid 19

200 words essay on covid 19, 500 words essay on covid 19.

COVID-19 or Corona Virus is a novel coronavirus that was first identified in 2019. It is similar to other coronaviruses, such as SARS-CoV and MERS-CoV, but it is more contagious and has caused more severe respiratory illness in people who have been infected. The novel coronavirus became a global pandemic in a very short period of time. It has affected lives, economies and societies across the world, leaving no country untouched. The virus has caused governments to take drastic measures to try and contain it. From health implications to economic and social ramifications, COVID-19 impacted every part of our lives. It has been more than 2 years since the pandemic hit and the world is still recovering from its effects.

Since the outbreak of COVID-19, the world has been impacted in a number of ways. For one, the global economy has taken a hit as businesses have been forced to close their doors. This has led to widespread job losses and an increase in poverty levels around the world. Additionally, countries have had to impose strict travel restrictions in an attempt to contain the virus, which has resulted in a decrease in tourism and international trade. Furthermore, the pandemic has put immense pressure on healthcare systems globally, as hospitals have been overwhelmed with patients suffering from the virus. Lastly, the outbreak has led to a general feeling of anxiety and uncertainty, as people are fearful of contracting the disease.

My Experience of COVID-19

I still remember how abruptly colleges and schools shut down in March 2020. I was a college student at that time and I was under the impression that everything would go back to normal in a few weeks. I could not have been more wrong. The situation only got worse every week and the government had to impose a lockdown. There were so many restrictions in place. For example, we had to wear face masks whenever we left the house, and we could only go out for essential errands. Restaurants and shops were only allowed to operate at take-out capacity, and many businesses were shut down.

In the current scenario, coronavirus is dominating all aspects of our lives. The coronavirus pandemic has wreaked havoc upon people’s lives, altering the way we live and work in a very short amount of time. It has revolutionised how we think about health care, education, and even social interaction. This virus has had long-term implications on our society, including its impact on mental health, economic stability, and global politics. But we as individuals can help to mitigate these effects by taking personal responsibility to protect themselves and those around them from infection.

Effects of CoronaVirus on Education

The outbreak of coronavirus has had a significant impact on education systems around the world. In China, where the virus originated, all schools and universities were closed for several weeks in an effort to contain the spread of the disease. Many other countries have followed suit, either closing schools altogether or suspending classes for a period of time.

This has resulted in a major disruption to the education of millions of students. Some have been able to continue their studies online, but many have not had access to the internet or have not been able to afford the costs associated with it. This has led to a widening of the digital divide between those who can afford to continue their education online and those who cannot.

The closure of schools has also had a negative impact on the mental health of many students. With no face-to-face contact with friends and teachers, some students have felt isolated and anxious. This has been compounded by the worry and uncertainty surrounding the virus itself.

The situation with coronavirus has improved and schools have been reopened but students are still catching up with the gap of 2 years that the pandemic created. In the meantime, governments and educational institutions are working together to find ways to support students and ensure that they are able to continue their education despite these difficult circumstances.

Effects of CoronaVirus on Economy

The outbreak of the coronavirus has had a significant impact on the global economy. The virus, which originated in China, has spread to over two hundred countries, resulting in widespread panic and a decrease in global trade. As a result of the outbreak, many businesses have been forced to close their doors, leading to a rise in unemployment. In addition, the stock market has taken a severe hit.

Effects of CoronaVirus on Health

The effects that coronavirus has on one's health are still being studied and researched as the virus continues to spread throughout the world. However, some of the potential effects on health that have been observed thus far include respiratory problems, fever, and coughing. In severe cases, pneumonia, kidney failure, and death can occur. It is important for people who think they may have been exposed to the virus to seek medical attention immediately so that they can be treated properly and avoid any serious complications. There is no specific cure or treatment for coronavirus at this time, but there are ways to help ease symptoms and prevent the virus from spreading.

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On February 25, 2020, a top official at the Centers for Disease Control and Prevention decided it was time to level with the U.S. public about the COVID-19 outbreak. At the time, there were just 57 people in the country confirmed to have the infection, all but 14 having been repatriated from Hubei province in China and the Diamond Princess cruise ship , docked off Yokohama , Japan .

The infected were in quarantine. But Nancy Messonnier, then head of the CDC’s National Center for Immunization and Respiratory Diseases, knew what was coming. “It’s not so much a question of if this will happen anymore but rather more a question of exactly when this will happen and how many people in this country will have severe illness,” Messonnier said at a news briefing.

“I understand this whole situation may seem overwhelming and that disruption to everyday life may be severe,” she continued. “But these are things that people need to start thinking about now.”

Looking back, the COVID-19 pandemic stands as arguably the most disruptive event of the 21st century, surpassing wars, the September 11, 2001, terrorist attacks , the effects of climate change , and the Great Recession . It has killed more than seven million people to date and reshaped the world economy, public health , education, work, social interaction, family life, medicine, and mental health—leaving no corner of the globe untouched in some way. Now endemic in many societies, the consistently mutating virus remains one of the leading annual causes of death, especially among people older than 65 and the immunosuppressed.

“The coronavirus outbreak, historically, beyond a doubt, has been the most devastating pandemic of an infectious disease that global society has experienced in well over 100 years, since the 1918 influenza pandemic ,” Anthony Fauci , who helped lead the U.S. government’s health response to the pandemic under Pres. Donald Trump and became Pres. Joe Biden ’s chief medical adviser, told Encyclopædia Britannica in 2024.

“I think the impact of this outbreak on the world in general, on the United States , is really historic. Fifty years from now, 100 years from now, when they talk about the history of what we’ve been through, this is going to go down equally with the 1918 influenza pandemic , with the stock market crash of 1929 , with World War II —all the things that were profoundly disruptive of the social order.”

What few could imagine in the first days of the pandemic was the extent of the disruption the disease would bring to the everyday lives of just about everyone around the globe.

Within weeks, schools and child-care centers began shuttering, businesses sent their workforces home, public gatherings were canceled, stores and restaurants closed, and cruise ships were barred from sailing. On March 11, actor Tom Hanks announced that he had COVID-19, and the NBA suspended its season. (It was ultimately completed in a closed “bubble” at Walt Disney World .) On March 12, as college basketball players left courts mid-game during conference tournaments, the NCAA announced that it would not hold its wildly popular season-ending national competition, known as March Madness , for the first time since 1939. Three days later, the New York City public school system, the country’s largest, with 1.1 million students, closed. On March 19, all 40 million Californians were placed under a stay-at-home order.

By mid-April, with hospital beds and ventilators in critically short supply, workers were burying the coffins of COVID-19 victims in mass graves on Hart Island, off the Bronx . At first, the public embraced caregivers. New Yorkers applauded them from windows and balconies, and individuals sewed masks for them. But that spirit soon gave way to the crushing long-term reality of the pandemic and the national division that followed.

Around the world, it was worse. On the day Messonnier spoke, the virus had spread from its origin point in Wuhan , China, to at least two dozen countries, sickening thousands and killing dozens. By April 4, more than one million cases had been confirmed worldwide. Some countries, including China and Italy, imposed strict lockdowns on their citizens. Paris restricted movement, with certain exceptions, including an hour a day for exercise, within 1 km (0.62 mile) of home.

In the United States, the threat posed by the virus did not keep large crowds from gathering to protest the May 25 slaying of George Floyd , a 46-year-old Black man, by a white police officer, Derek Chauvin. The murder, taped by a bystander in Minneapolis , Minnesota , sparked raucous and sometimes violent street protests for racial justice around the world that contributed to an overall sense of societal instability.

The official World Health Organization total of more than seven million deaths as of March 2024 is widely considered a serious undercount of the actual toll. In some countries there was limited testing for the virus and difficulty attributing fatalities to it. Others suppressed total counts or were not able to devote resources to compiling their totals. In May 2021, a panel of experts consulted by The New York Times estimated that India ’s actual COVID-19 death toll was likely 1.6 million, more than five times the reported total of 307,231.

An average of 3,100 people—one every 28 seconds—died of COVID-19 every day in the United States in January 2021.

When “excess mortality”—COVID and non-COVID deaths that likely would not have occurred under normal, pre-outbreak conditions—are included in the worldwide tally, the number of pandemic victims was about 15 million by the end of 2021, WHO estimated.

Not long after the pandemic took hold, the United States, which spends more per capita on medical care than any other country, became the epicenter of COVID-19 fatalities. The country fell victim to a fractured health care system that is inequitable to poor and rural patients and people of color, as well as a deep ideological divide over its political leadership and public health policies, such as wearing protective face masks. By early 2024, the U.S. had recorded nearly 1.2 million COVID-19 deaths.

Life expectancy at birth plunged from 78.8 years in 2019 to 76.4 in 2021, a staggering decline in a barometer of a country’s health that typically changes by only a tenth or two annually. An average of 3,100 people—one every 28 seconds—died of COVID-19 every day in the United States in January 2021, before vaccines for the virus became widely available, The Washington Post reported.

The impact on those caring for the sick and dying was profound. “The second week of December [2020] was probably the worst week of my career,” said Brad Butcher, director of the medical-surgical intensive care unit at UPMC Mercy hospital in Pittsburgh , Pennsylvania. “The first day I was on service, five patients died in a shift. And then I came back the next day, and three patients died. And I came back the next day, and three more patients died. And it was completely defeating,” he told The Washington Post on January 11, 2021.

“We can’t get the graves dug fast enough,” a Maryland funeral home operator told The Washington Post that same day.

As the pandemic surged in waves around the world, country after country was plunged into economic recession , the inevitable damage caused by layoffs, business closures, lockdowns, deaths, reduced trade, debt repayment moratoriums , the cost to governments of responding to the crisis, and other factors. Overall, the virus triggered the greatest economic calamity in more than a century, according to a 2022 report by the World Bank .

“Economic activity contracted in 2020 in about 90 percent of countries, exceeding the number of countries seeing such declines during two world wars, the Great Depression of the 1930s, the emerging economy debt crises of the 1980s, and the 2007–09 global financial crisis,” the report noted. “In 2020, the first year of the COVID-19 pandemic, the global economy shrank by approximately 3 percent, and global poverty increased for the first time in a generation.”

A 2020 study that attempted to aggregate the costs of lost gross domestic product (GDP) estimated that premature deaths and health-related losses in the United States totaled more than $16 trillion, or roughly “90% of the annual GDP of the United States. For a family of 4, the estimated loss would be nearly $200,000.”

In April 2020, the U.S. unemployment rate stood at 14.7 percent, higher than at any point since the Great Depression. There were 23.1 million people out of work. The hospitality, leisure, and health care industries were especially hard hit. Consumer spending, which accounts for about two-thirds of the U.S. economy, plunged.

With workers at home, many businesses turned to telework, a development that would persist beyond the pandemic and radically change working conditions for millions. In 2023, 12.7 percent of full-time U.S. employees worked from home and 28.2 percent worked a hybrid office-home schedule, according to Forbes Advisor . Urban centers accustomed to large daily influxes of workers have suffered. Office vacancies are up, and small businesses have closed. The national office vacancy rate rose to a record 19.6 percent in the fourth quarter of 2023, according to Moody’s Analytics , which has been tracking the statistic since 1979.

Many hospitals were overwhelmed during COVID-19 surges, with too few beds for the flood of patients. But many also demonstrated their resilience and “surge capacity,” dramatically expanding bed counts in very short periods of time and finding other ways to treat patients in swamped medical centers. Triage units and COVID-19 wards were hastily erected in temporary structures on hospital grounds.

Still, U.S. hospitals suffered severe shortages of nurses and found themselves lacking basic necessities such as N95 masks and personal protective garb for the doctors, nurses, and other workers who risked their lives against the new pathogen at the start of the outbreak. Mortuaries and first responders were overwhelmed as well. The dead were kept in refrigerated trucks outside hospitals.

The country’s fragmented public health system proved inadequate to the task of coping with the outbreak, sparking calls for major reform of the CDC and other agencies. The CDC botched its initial attempt to create tests for the virus, leaving the United States almost blind to its spread during the early stages of the pandemic.

Beyond the physical dangers, mental health became a serious issue for overburdened health care personnel, other “essential” workers who continued to labor in crucial jobs, and many millions of isolated, stressed, fearful, locked-down people in the United States and elsewhere. Parents struggled to care for children kept at home by the pandemic while also attending to their jobs.

In a June 2020 survey, the CDC found that 41 percent of respondents said they were struggling with mental health and 11 percent had seriously considered suicide recently. Essential workers, unpaid caregivers , young adults, and members of racial and ethnic minority groups were found to be at a higher risk for experiencing mental health struggles, with 31 percent of unpaid caregivers reporting that they were considering suicide. WHO reported two years later that the pandemic had caused a 25 percent increase in anxiety and depression worldwide, young people and women being at the highest risk.

The rate of homicides by firearm in the United States rose by 35 percent during the pandemic to the highest rate in more than a quarter century.

A silver lining in the chaos of the pandemic’s opening year was the development in just 11 months of highly effective vaccines for the virus, a process that normally had taken 7–10 years. The U.S. government’s bet on unproven messenger RNA technology under the Trump administration’s Operation Warp Speed paid off, and the result validated the billions of dollars that the government pours into basic research every year.

On December 14, 2020, New York nurse Sandra Lindsay capped the tumultuous year by receiving the first shot of the vaccine that eventually would help end the public health crisis caused by COVID-19 pandemic.

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An Introduction to COVID-19

Simon james fong.

4 Department of Computer and Information Science, University of Macau, Taipa, Macau, China

Nilanjan Dey

5 Department of Information Technology, Techno International New Town, Kolkata, West Bengal India

Jyotismita Chaki

6 School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu India

A novel coronavirus (CoV) named ‘2019-nCoV’ or ‘2019 novel coronavirus’ or ‘COVID-19’ by the World Health Organization (WHO) is in charge of the current outbreak of pneumonia that began at the beginning of December 2019 near in Wuhan City, Hubei Province, China [1–4]. COVID-19 is a pathogenic virus. From the phylogenetic analysis carried out with obtainable full genome sequences, bats occur to be the COVID-19 virus reservoir, but the intermediate host(s) has not been detected till now.

A Brief History of the Coronavirus Outbreak

A novel coronavirus (CoV) named ‘2019-nCoV’ or ‘2019 novel coronavirus’ or ‘COVID-19’ by the World Health Organization (WHO) is in charge of the current outbreak of pneumonia that began at the beginning of December 2019 near in Wuhan City, Hubei Province, China [ 1 – 4 ]. COVID-19 is a pathogenic virus. From the phylogenetic analysis carried out with obtainable full genome sequences, bats occur to be the COVID-19 virus reservoir, but the intermediate host(s) has not been detected till now. Though three major areas of work already are ongoing in China to advise our awareness of the pathogenic origin of the outbreak. These include early inquiries of cases with symptoms occurring near in Wuhan during December 2019, ecological sampling from the Huanan Wholesale Seafood Market as well as other area markets, and the collection of detailed reports of the point of origin and type of wildlife species marketed on the Huanan market and the destination of those animals after the market has been closed [ 5 – 8 ].

Coronaviruses mostly cause gastrointestinal and respiratory tract infections and are inherently categorized into four major types: Gammacoronavirus, Deltacoronavirus, Betacoronavirus and Alphacoronavirus [ 9 – 11 ]. The first two types mainly infect birds, while the last two mostly infect mammals. Six types of human CoVs have been formally recognized. These comprise HCoVHKU1, HCoV-OC43, Middle East Respiratory Syndrome coronavirus (MERS-CoV), Severe Acute Respiratory Syndrome coronavirus (SARS-CoV) which is the type of the Betacoronavirus, HCoV229E and HCoV-NL63, which are the member of the Alphacoronavirus. Coronaviruses did not draw global concern until the 2003 SARS pandemic [ 12 – 14 ], preceded by the 2012 MERS [ 15 – 17 ] and most recently by the COVID-19 outbreaks. SARS-CoV and MERS-CoV are known to be extremely pathogenic and spread from bats to palm civets or dromedary camels and eventually to humans.

COVID-19 is spread by dust particles and fomites while close unsafe touch between the infector and the infected individual. Airborne distribution has not been recorded for COVID-19 and is not known to be a significant transmission engine based on empirical evidence; although it can be imagined if such aerosol-generating practices are carried out in medical facilities. Faecal spreading has been seen in certain patients, and the active virus has been reported in a small number of clinical studies [ 18 – 20 ]. Furthermore, the faecal-oral route does not seem to be a COVID-19 transmission engine; its function and relevance for COVID-19 need to be identified.

For about 18,738,58 laboratory-confirmed cases recorded as of 2nd week of April 2020, the maximum number of cases (77.8%) was between 30 and 69 years of age. Among the recorded cases, 21.6% are farmers or employees by profession, 51.1% are male and 77.0% are Hubei.

However, there are already many concerns regarding the latest coronavirus. Although it seems to be transferred to humans by animals, it is important to recognize individual animals and other sources, the path of transmission, the incubation cycle, and the features of the susceptible community and the survival rate. Nonetheless, very little clinical knowledge on COVID-19 disease is currently accessible and details on age span, the animal origin of the virus, incubation time, outbreak curve, viral spectroscopy, dissemination pathogenesis, autopsy observations, and any clinical responses to antivirals are lacking among the serious cases.

How Different and Deadly COVID-19 is Compared to Plagues in History

COVID-19 has reached to more than 150 nations, including China, and has caused WHO to call the disease a worldwide pandemic. By the time of 2nd week of April 2020, this COVID-19 cases exceeded 18,738,58, although more than 1,160,45 deaths were recorded worldwide and United States of America became the global epicentre of coronavirus. More than one-third of the COVID-19 instances are outside of China. Past pandemics that have existed in the past decade or so, like bird flu, swine flu, and SARS, it is hard to find out the comparison between those pandemics and this coronavirus. Following is a guide to compare coronavirus with such diseases and recent pandemics that have reformed the world community.

Coronavirus Versus Seasonal Influenza

Influenza, or seasonal flu, occurs globally every year–usually between December and February. It is impossible to determine the number of reports per year because it is not a reportable infection (so no need to be recorded to municipality), so often patients with minor symptoms do not go to a physician. Recent figures placed the Rate of Case Fatality at 0.1% [ 21 – 23 ].

There are approximately 3–5 million reports of serious influenza a year, and about 250,000–500,000 deaths globally. In most developed nations, the majority of deaths arise in persons over 65 years of age. Moreover, it is unsafe for pregnant mothers, children under 59 months of age and individuals with serious illnesses.

The annual vaccination eliminates infection and severe risks in most developing countries but is nevertheless a recognized yet uncomfortable aspect of the season.

In contrast to the seasonal influenza, coronavirus is not so common, has led to fewer cases till now, has a higher rate of case fatality and has no antidote.

Coronavirus Versus Bird Flu (H5N1 and H7N9)

Several cases of bird flu have existed over the years, with the most severe in 2013 and 2016. This is usually from two separate strains—H5N1 and H7N9 [ 24 – 26 ].

The H7N9 outbreak in 2016 accounted for one-third of all confirmed human cases but remained confined relative to both coronavirus and other pandemics/outbreak cases. After the first outbreak, about 1,233 laboratory-confirmed reports of bird flu have occurred. The disease has a Rate of Case Fatality of 20–40%.

Although the percentage is very high, the blowout from individual to individual is restricted, which, in effect, has minimized the number of related deaths. It is also impossible to monitor as birds do not necessarily expire from sickness.

In contrast to the bird flu, coronavirus becomes more common, travels more quickly through human to human interaction, has an inferior cardiothoracic ratio, resulting in further total fatalities and spread from the initial source.

Coronavirus Versus Ebola Epidemic

The Ebola epidemic of 2013 was primarily centred in 10 nations, including Sierra Leone, Guinea and Liberia have the greatest effects, but the extremely high Case Fatality Rate of 40% has created this as a significant problem for health professionals nationwide [ 27 – 29 ].

Around 2013 and 2016, there were about 28,646 suspicious incidents and about 11,323 fatalities, although these are expected to be overlooked. Those who survived from the original epidemic may still become sick months or even years later, because the infection may stay inactive for prolonged periods. Thankfully, a vaccination was launched in December 2016 and is perceived to be effective.

In contrast to the Ebola, coronavirus is more common globally, has caused in fewer fatalities, has a lesser case fatality rate, has no reported problems during treatment and after recovery, does not have an appropriate vaccination.

Coronavirus Versus Camel Flu (MERS)

Camel flu is a misnomer–though camels have MERS antibodies and may have been included in the transmission of the disease; it was originally transmitted to humans through bats [ 30 – 32 ]. Like Ebola, it infected only a limited number of nations, i.e. about 27, but about 858 fatalities from about 2,494 laboratory-confirmed reports suggested that it was a significant threat if no steps were taken in place to control it.

In contrast to the camel flu, coronavirus is more common globally, has occurred more fatalities, has a lesser case fatality rate, and spreads more easily among humans.

Coronavirus Versus Swine Flu (H1N1)

Swine flu is the same form of influenza that wiped 1.7% of the world population in 1918. This was deemed a pandemic again in June 2009 an approximately-21% of the global population infected by this [ 33 – 35 ].

Thankfully, the case fatality rate is substantially lower than in the last pandemic, with 0.1%–0.5% of events ending in death. About 18,500 of these fatalities have been laboratory-confirmed, but statistics range as high as 151,700–575,400 worldwide. 50–80% of severe occurrences have been reported in individuals with chronic illnesses like asthma, obesity, cardiovascular diseases and diabetes.

In contrast to the swine flu, coronavirus is not so common, has caused fewer fatalities, has more case fatality rate, has a longer growth time and less impact on young people.

Coronavirus Versus Severe Acute Respiratory Syndrome (SARS)

SARS was discovered in 2003 as it spread from bats to humans resulted in about 774 fatalities. By May there were eventually about 8,100 reports across 17 countries, with a 15% case fatality rate. The number is estimated to be closer to 9.6% as confirmed cases are counted, with 0.9% cardiothoracic ratio for people aged 20–29, rising to 28% for people aged 70–79. Similar to coronavirus, SARS had bad results for males than females in all age categories [ 36 – 38 ].

Coronavirus is more common relative to SARS, which ended in more overall fatalities, lower case fatality rate, the even higher case fatality rate in older ages, and poorer results for males.

Coronavirus Versus Hong Kong Flu (H3N2)

The Hong Kong flu pandemic erupted on 13 July 1968, with 1–4 million deaths globally by 1969. It was one of the greatest flu pandemics of the twentieth century, but thankfully the case fatality rate was smaller than the epidemic of 1918, resulting in fewer fatalities overall. That may have been attributed to the fact that citizens had generated immunity owing to a previous epidemic in 1957 and to better medical treatment [ 39 ].

In contrast to the Hong Kong flu, coronavirus is not so common, has caused in fewer fatalities and has a higher case fatality rate.

Coronavirus Versus Spanish Flu (H1N1)

The 1918 Spanish flu pandemic was one of the greatest occurrences of recorded history. During the first year of the pandemic, lifespan in the US dropped by 12 years, with more civilians killed than HIV/AIDS in 24 h [ 40 – 42 ].

Regardless of the name, the epidemic did not necessarily arise in Spain; wartime censors in Germany, the United States, the United Kingdom and France blocked news of the disease, but Spain did not, creating the misleading perception that more cases and fatalities had occurred relative to its neighbours

This strain of H1N1 eventually affected more than 500 million men, or 27% of the world’s population at the moment, and had deaths of between 40 and 50 million. At the end of 1920, 1.7% of the world’s people had expired of this illness, including an exceptionally high death rate for young adults aged between 20 and 40 years.

In contrast to the Spanish flu, coronavirus is not so common, has caused in fewer fatalities, has a higher case fatality rate, is more harmful to older ages and is less risky for individuals aged 20–40 years.

Coronavirus Versus Common Cold (Typically Rhinovirus)

Common cold is the most common illness impacting people—Typically, a person suffers from 2–3 colds each year and the average kid will catch 6–8 during the similar time span. Although there are more than 200 cold-associated virus types, infections are uncommon and fatalities are very rare and typically arise mainly in extremely old, extremely young or immunosuppressed cases [ 43 , 44 ].

In contrast to the common cold, coronavirus is not so prevalent, causes more fatalities, has more case fatality rate, is less infectious and is less likely to impact small children.

Reviews of Online Portals and Social Media for Epidemic Information Dissemination

As COVID-19 started to propagate across the globe, the outbreak contributed to a significant change in the broad technology platforms. Where they once declined to engage in the affairs of their systems, except though the possible danger to public safety became obvious, the advent of a novel coronavirus placed them in a different interventionist way of thought. Big tech firms and social media are taking concrete steps to guide users to relevant, credible details on the virus [ 45 – 48 ]. And some of the measures they’re doing proactively. Below are a few of them.

Facebook started adding a box in the news feed that led users to the Centers for Disease Control website regarding COVID-19. It reflects a significant departure from the company’s normal strategy of placing items in the News Feed. The purpose of the update, after all, is personalization—Facebook tries to give the posts you’re going to care about, whether it is because you’re connected with a person or like a post. In the virus package, Facebook has placed a remarkable algorithmic thumb on the scale, potentially pushing millions of people to accurate, authenticated knowledge from a reputable source.

Similar initiatives have been adopted by Twitter. Searching for COVID-19 will carry you to a page highlighting the latest reports from public health groups and credible national news outlets. The search also allows for common misspellings. Twitter has stated that although Russian-style initiatives to cause discontent by large-scale intelligence operations have not yet been observed, a zero-tolerance approach to network exploitation and all other attempts to exploit their service at this crucial juncture will be expected. The problem has the attention of the organization. It also offers promotional support to public service agencies and other non-profit groups.

Google has made a step in making it better for those who choose to operate or research from home, offering specialized streaming services to all paying G Suite customers. Google also confirmed that free access to ‘advanced’ Hangouts Meet apps will be rolled out to both G Suite and G Suite for Education clients worldwide through 1st July. It ensures that companies can hold meetings of up to 250 people, broadcast live to up to about 100,000 users within a single network, and archive and export meetings to Google Drive. Usually, Google pays an additional $13 per person per month for these services in comparison to G Suite’s ‘enterprise’ membership, which adds up to a total of about $25 per client each month.

Microsoft took a similar move, introducing the software ‘Chat Device’ to help public health and protection in the coronavirus epidemic, which enables collaborative collaboration via video and text messaging. There’s an aspect of self-interest in this. Tech firms are offering out their goods free of charge during periods of emergency for the same purpose as newspapers are reducing their paywalls: it’s nice to draw more paying consumers.

Pinterest, which has introduced much of the anti-misinformation strategies that Facebook and Twitter are already embracing, is now restricting the search results for ‘coronavirus’, ‘COVID-19’ and similar words for ‘internationally recognized health organizations’.

Google-owned YouTube, traditionally the most conspiratorial website, has recently introduced a connection to the World Health Organization virus epidemic page to the top of the search results. In the early days of the epidemic, BuzzFeed found famous coronavirus conspiratorial videos on YouTube—especially in India, where one ‘explain’ with a false interpretation of the sources of the disease racketeered 13 million views before YouTube deleted it. Yet in the United States, conspiratorial posts regarding the illness have failed to gain only 1 million views.

That’s not to suggest that misinformation doesn’t propagate on digital platforms—just as it travels through the broader Internet, even though interaction with friends and relatives. When there’s a site that appears to be under-performing in the global epidemic, it’s Facebook-owned WhatsApp, where the Washington Post reported ‘a torrent of disinformation’ in places like Nigeria, Indonesia, Peru, Pakistan and Ireland. Given the encrypted existence of the app, it is difficult to measure the severity of the problem. Misinformation is also spread in WhatsApp communities, where participation is restricted to about 250 individuals. Knowledge of one category may be readily exchanged with another; however, there is a considerable amount of complexity of rotating several groups to peddle affected healing remedies or propagate false rumours.

Preventative Measures and Policies Enforced by the World Health Organization (WHO) and Different Countries

Coronavirus is already an ongoing epidemic, so it is necessary to take precautions to minimize both the risk of being sick and the transmission of the disease.

WHO Advice [ 49 ]

• Wash hands regularly with alcohol-based hand wash or soap and water.
• Preserve contact space (at least 1 m/3 feet between you and someone who sneezes or coughs).
• Don’t touch your nose, head and ears.
• Cover your nose and mouth as you sneeze or cough, preferably with your bent elbow or tissue.
• Try to find early medical attention if you have fatigue, cough and trouble breathing.
• Take preventive precautions if you are in or have recently go to places where coronavirus spreads.

The first person believed to have become sick because of the latest virus was near in Wuhan on 1 December 2019. A formal warning of the epidemic was released on 31 December. The World Health Organization was informed of the epidemic on the same day. Through 7 January, the Chinese Government addressed the avoidance and regulation of COVID-19. A curfew was declared on 23 January to prohibit flying in and out of Wuhan. Private usage of cars has been banned in the region. Chinese New Year (25 January) festivities have been cancelled in many locations [ 50 ].

On 26 January, the Communist Party and the Government adopted more steps to contain the COVID-19 epidemic, including safety warnings for travellers and improvements to national holidays. The leading party has agreed to prolong the Spring Festival holiday to control the outbreak. Universities and schools across the world have already been locked down. Many steps have been taken by the Hong Kong and Macau governments, in particular concerning schools and colleges. Remote job initiatives have been placed in effect in many regions of China. Several immigration limits have been enforced.

Certain counties and cities outside Hubei also implemented travel limits. Public transit has been changed and museums in China have been partially removed. Some experts challenged the quality of the number of cases announced by the Chinese Government, which constantly modified the way coronavirus cases were recorded.

Italy, a member state of the European Union and a popular tourist attraction, entered the list of coronavirus-affected nations on 30 January, when two positive cases in COVID-19 were identified among Chinese tourists. Italy has the largest number of coronavirus infections both in Europe and outside of China [ 51 ].

Infections, originally limited to northern Italy, gradually spread to all other areas. Many other nations in Asia, Europe and the Americas have tracked their local cases to Italy. Several Italian travellers were even infected with coronavirus-positive in foreign nations.

Late in Italy, the most impacted coronavirus cities and counties are Lombardia, accompanied by Veneto, Emilia-Romagna, Marche and Piedmonte. Milan, the second most populated city in Italy, is situated in Lombardy. Other regions in Italy with coronavirus comprised Campania, Toscana, Liguria, Lazio, Sicilia, Friuli Venezia Giulia, Umbria, Puglia, Trento, Abruzzo, Calabria, Molise, Valle d’Aosta, Sardegna, Bolzano and Basilicata.

Italy ranks 19th of the top 30 nations getting high-risk coronavirus airline passengers in China, as per WorldPop’s provisional study of the spread of COVID-19.

The Italian State has taken steps like the inspection and termination of large cultural activities during the early days of the coronavirus epidemic and has gradually declared the closing of educational establishments and airport hygiene/disinfection initiatives.

The Italian National Institute of Health suggested social distancing and agreed that the broader community of the country’s elderly is a problem. In the meantime, several other nations, including the US, have recommended that travel to Italy should be avoided temporarily, unless necessary.

The Italian government has declared the closing (quarantine) of the impacted areas in the northern region of the nation so as not to spread to the rest of the world. Italy has declared the immediate suspension of all to-and-fro air travel with China following coronavirus discovery by a Chinese tourist to Italy. Italian airlines, like Ryan Air, have begun introducing protective steps and have begun calling for the declaration forms to be submitted by passengers flying to Poland, Slovakia and Lithuania.

The Italian government first declined to permit fans to compete in sporting activities until early April to prevent the potential transmission of coronavirus. The step ensured players of health and stopped event cancellations because of coronavirus fears. Two days of the declaration, the government cancelled all athletic activities owing to the emergence of the outbreak asking for an emergency. Sports activities in Veneto, Lombardy and Emilia-Romagna, which recorded coronavirus-positive infections, were confirmed to be temporarily suspended. Schools and colleges in Italy have also been forced to shut down.

Iran announced the first recorded cases of SARS-CoV-2 infection on 19 February when, as per the Medical Education and Ministry of Health, two persons died later that day. The Ministry of Islamic Culture and Guidance has declared the cancellation of all concerts and other cultural activities for one week. The Medical Education and Ministry of Health has also declared the closing of universities, higher education colleges and schools in many cities and regions. The Department of Sports and Culture has taken action to suspend athletic activities, including football matches [ 52 ].

On 2 March 2020, the government revealed plans to train about 300,000 troops and volunteers to fight the outbreak of the epidemic, and also send robots and water cannons to clean the cities. The State also developed an initiative and a webpage to counter the epidemic. On 9 March 2020, nearly 70,000 inmates were immediately released from jail owing to the epidemic, presumably to prevent the further dissemination of the disease inside jails. The Revolutionary Guards declared a campaign on 13 March 2020 to clear highways, stores and public areas in Iran. President Hassan Rouhani stated on 26 February 2020 that there were no arrangements to quarantine areas impacted by the epidemic and only persons should be quarantined. The temples of Shia in Qom stayed open to pilgrims.

South Korea

On 20 January, South Korea announced its first occurrence. There was a large rise in cases on 20 February, possibly due to the meeting in Daegu of a progressive faith community recognized as the Shincheonji Church of Christ. Any citizens believed that the hospital was propagating the disease. As of 22 February, 1,261 of the 9,336 members of the church registered symptoms. A petition was distributed calling for the abolition of the church. More than 2,000 verified cases were registered on 28 February, increasing to 3,150 on 29 February [ 53 ].

Several educational establishments have been partially closing down, including hundreds of kindergartens in Daegu and many primary schools in Seoul. As of 18 February, several South Korean colleges had confirmed intentions to delay the launch of the spring semester. That included 155 institutions deciding to postpone the start of the semester by two weeks until 16 March, and 22 institutions deciding to delay the start of the semester by one week until 9 March. Also, on 23 February 2020, all primary schools, kindergartens, middle schools and secondary schools were declared to postpone the start of the semester from 2 March to 9 March.

South Korea’s economy is expected to expand by 1.9%, down from 2.1%. The State has given 136.7 billion won funding to local councils. The State has also coordinated the purchase of masks and other sanitary supplies. Entertainment Company SM Entertainment is confirmed to have contributed five hundred million won in attempts to fight the disease.

In the kpop industry, the widespread dissemination of coronavirus within South Korea has contributed to the cancellation or postponement of concerts and other programmes for kpop activities inside and outside South Korea. For instance, circumstances such as the cancellation of the remaining Asian dates and the European leg for the Seventeen’s Ode To You Tour on 9 February 2020 and the cancellation of all Seoul dates for the BTS Soul Tour Map. As of 15 March, a maximum of 136 countries and regions provided entry restrictions and/or expired visas for passengers from South Korea.

The overall reported cases of coronavirus rose significantly in France on 12 March. The areas with reported cases include Paris, Amiens, Bordeaux and Eastern Haute-Savoie. The first coronaviral death happened in France on 15 February, marking it the first death in Europe. The second death of a 60-year-old French national in Paris was announced on 26 February [ 54 ].

On February 28, fashion designer Agnès B. (not to be mistaken with Agnès Buzyn) cancelled fashion shows at the Paris Fashion Week, expected to continue until 3 March. On a subsequent day, the Paris half-marathon, planned for Sunday 1 March with 44,000 entrants, was postponed as one of a series of steps declared by Health Minister Olivier Véran.

On 13 March, the Ligue de Football Professional disbanded Ligue 1 and Ligue 2 (France’s tier two professional divisions) permanently due to safety threats.

Germany has a popular Regional Pandemic Strategy detailing the roles and activities of the health care system participants in the case of a significant outbreak. Epidemic surveillance is carried out by the federal government, like the Robert Koch Center, and by the German governments. The German States have their preparations for an outbreak. The regional strategy for the treatment of the current coronavirus epidemic was expanded by March 2020. Four primary goals are contained in this plan: (1) to minimize mortality and morbidity; (2) to guarantee the safety of sick persons; (3) to protect vital health services and (4) to offer concise and reliable reports to decision-makers, the media and the public [ 55 ].

The programme has three phases that may potentially overlap: (1) isolation (situation of individual cases and clusters), (2) safety (situation of further dissemination of pathogens and suspected causes of infection), (3) prevention (situation of widespread infection). So far, Germany has not set up border controls or common health condition tests at airports. Instead, while at the isolation stage-health officials are concentrating on recognizing contact individuals that are subject to specific quarantine and are tracked and checked. Specific quarantine is regulated by municipal health authorities. By doing so, the officials are seeking to hold the chains of infection small, contributing to decreased clusters. At the safety stage, the policy should shift to prevent susceptible individuals from being harmed by direct action. By the end of the day, the prevention process should aim to prevent cycles of acute treatment to retain emergency facilities.

United States

The very first case of coronavirus in the United States was identified in Washington on 21 January 2020 by an individual who flew to Wuhan and returned to the United States. The second case was recorded in Illinois by another individual who had travelled to Wuhan. Some of the regions with reported novel coronavirus infections in the US are California, Arizona, Connecticut, Illinois, Texas, Wisconsin and Washington [ 56 ].

As the epidemic increased, requests for domestic air travel decreased dramatically. By 4 March, U.S. carriers, like United Airlines and JetBlue Airways, started growing their domestic flight schedules, providing generous unpaid leave to workers and suspending recruits.

A significant number of universities and colleges cancelled classes and reopened dormitories in response to the epidemic, like Cornell University, Harvard University and the University of South Carolina.

On 3 March 2020, the Federal Reserve reduced its goal interest rate from 1.75% to 1.25%, the biggest emergency rate cut following the 2008 global financial crash, in combat the effect of the recession on the American economy. In February 2020, US businesses, including Apple Inc. and Microsoft, started to reduce sales projections due to supply chain delays in China caused by the COVID-19.

The pandemic, together with the subsequent financial market collapse, also contributed to greater criticism of the crisis in the United States. Researchers disagree about when a recession is likely to take effect, with others suggesting that it is not unavoidable, while some claim that the world might already be in recession. On 3 March, Federal Reserve Chairman Jerome Powell reported a 0.5% (50 basis point) interest rate cut from the coronavirus in the context of the evolving threats to economic growth.

When ‘social distance’ penetrated the national lexicon, disaster response officials promoted the cancellation of broad events to slow down the risk of infection. Technical conferences like E3 2020, Apple Inc.’s Worldwide Developers Conference (WWDC), Google I/O, Facebook F8, and Cloud Next and Microsoft’s MVP Conference have been either having replaced or cancelled in-person events with internet streaming events.

On February 29, the American Physical Society postponed its annual March gathering, planned for March 2–6 in Denver, Colorado, even though most of the more than 11,000 physicist attendees already had arrived and engaged in the pre-conference day activities. On March 6, the annual South to Southwest (SXSW) seminar and festival planned to take place from March 13–22 in Austin, Texas, was postponed after the city council announced a local disaster and forced conferences to be shut down for the first time in 34 years.

Four of North America’s major professional sports leagues—the National Hockey League (NHL), National Basketball Association (NBA), Major League Soccer (MLS) and Major League Baseball (MLB) —jointly declared on March 9 that they would all limit the media access to player accommodations (such as locker rooms) to control probable exposure.

Emergency Funding to Fight the COVID-19

COVID-19 pandemic has become a common international concern. Different countries are donating funds to fight against it [ 57 – 60 ]. Some of them are mentioned here.

China has allocated about 110.48 billion yuan ($15.93 billion) in coronavirus-related funding.

Foreign Minister Mohammad Javad Zarif said that Iran has requested the International Monetary Fund (IMF) of about $5 billion in emergency funding to help to tackle the coronavirus epidemic that has struck the Islamic Republic hard.

President Donald Trump approved the Emergency Supplementary Budget Bill to support the US response to a novel coronavirus epidemic. The budget plan would include about $8.3 billion in discretionary funding to local health authorities to promote vaccine research for production. Trump originally requested just about $2 billion to combat the epidemic, but Congress quadrupled the number in its version of the bill. Mr. Trump formally announced a national emergency that he claimed it will give states and territories access to up to about $50 billion in federal funding to tackle the spread of the coronavirus outbreak.

California politicians approved a plan to donate about $1 billion on the state’s emergency medical responses as it readies hospitals to fight an expected attack of patients because of the COVID-19 pandemic. The plans, drawn up rapidly in reaction to the dramatic rise in reported cases of the virus, would include the requisite funds to establish two new hospitals in California, with the assumption that the state may not have the resources to take care of the rise in patients. The bill calls for an immediate response of about $500 million from the State General Fund, with an additional about $500 million possible if requested.

India committed about $10 million to the COVID-19 Emergency Fund and said it was setting up a rapid response team of physicians for the South Asian Association for Regional Cooperation (Saarc) countries.

South Korea unveiled an economic stimulus package of about 11.7 trillion won ($9.8 billion) to soften the effects of the biggest coronavirus epidemic outside China as attempts to curb the disease exacerbate supply shortages and drain demand. Of the 11,7 trillion won expected, about 3.2 trillion won would cover up the budget shortfall, while an additional fiscal infusion of about 8.5 trillion won. An estimated 10.3 trillion won in government bonds will be sold this year to fund the extra expenditure. About 2.3 trillion won will be distributed to medical establishments and would support quarantine operations, with another 3.0 trillion won heading to small and medium-sized companies unable to pay salaries to their employees and child care supports.

The Swedish Parliament announced a set of initiatives costing more than 300 billion Swedish crowns ($30.94 billion) to help the economy in the view of the coronavirus pandemic. The plan contained steps like the central government paying the entire expense of the company’s sick leave during April and May, and also the high cost of compulsory redundancies owing to the crisis.

In consideration of the developing scenario, an updating of this strategy is planned to take place before the end of March and will recognize considerably greater funding demands for the country response, R&D and WHO itself.

Artificial Intelligence, Data Science and Technological Solutions Against COVID-19

These days, Artificial Intelligence (AI) takes a major role in health care. Throughout a worldwide pandemic such as the COVID-19, technology, artificial intelligence and data analytics have been crucial in helping communities cope successfully with the epidemic [ 61 – 65 ]. Through the aid of data mining and analytical modelling, medical practitioners are willing to learn more about several diseases.

Public Health Surveillance

The biggest risk of coronavirus is the level of spreading. That’s why policymakers are introducing steps like quarantines around the world because they can’t adequately monitor local outbreaks. One of the simplest measures to identify ill patients through the study of CCTV images that are still around us and to locate and separate individuals that have serious signs of the disease and who have touched and disinfected the related surfaces. Smartphone applications are often used to keep a watch on people’s activities and to assess whether or not they have come in touch with an infected human.

Remote Biosignal Measurement

Many of the signs such as temperature or heartbeat are very essential to overlook and rely entirely on the visual image that may be misleading. However, of course, we can’t prevent someone from checking their blood pressure, heart or temperature. Also, several advances in computer vision can predict pulse and blood pressure based on facial skin examination. Besides, there are several advances in computer vision that can predict pulse and blood pressure based on facial skin examination.

Access to public records has contributed to the development of dashboards that constantly track the virus. Several companies are designing large data dashboards. Face recognition and infrared temperature monitoring technologies have been mounted in all major cities. Chinese AI companies including Hanwang Technology and SenseTime have reported having established a special facial recognition system that can correctly identify people even though they are covered.

IoT and Wearables

Measurements like pulse are much more natural and easier to obtain from tracking gadgets like activity trackers and smartwatches that nearly everybody has already. Some work suggests that the study of cardiac activity and its variations from the standard will reveal early signs of influenza and, in this case, coronavirus.

Chatbots and Communication

Apart from public screening, people’s knowledge and self-assessment may also be used to track their health. If you can check your temperature and pulse every day and monitor your coughs time-to-time, you can even submit that to your record. If the symptoms are too serious, either an algorithm or a doctor remotely may prescribe a person to stay home, take several other preventive measures, or recommend a visit from the doctor.

Al Jazeera announced that China Mobile had sent text messages to state media departments, telling them about the citizens who had been affected. The communications contained all the specifics of the person’s travel history.

Tencent runs WeChat, and via it, citizens can use free online health consultation services. Chatbots have already become important connectivity platforms for transport and tourism service providers to keep passengers up-to-date with the current transport protocols and disturbances.

Social Media and Open Data

There are several people who post their health diary with total strangers via Facebook or Twitter. Such data becomes helpful for more general research about how far the epidemic has progressed. For consumer knowledge, we may even evaluate the social network group to attempt to predict what specific networks are at risk of being viral.

Canadian company BlueDot analyses far more than just social network data: for instance, global activities of more than four billion passengers on international flights per year; animal, human and insect population data; satellite environment data and relevant knowledge from health professionals and journalists, across 100,000 news posts per day covering 65 languages. This strategy was so successful that the corporation was able to alert clients about coronavirus until the World Health Organization and the Centers for Disease Control and Prevention notified the public.

Automated Diagnostics

COVID-19 has brought up another healthcare issue today: it will not scale when the number of patients increases exponentially (actually stressed doctors are always doing worse) and the rate of false-negative diagnosis remains very high. Machine learning therapies don’t get bored and scale simply by growing computing forces.

Baidu, the Chinese Internet company, has made the Lineatrfold algorithm accessible to the outbreak-fighting teams, according to the MIT Technology Review. Unlike HIV, Ebola and Influenza, COVID-19 has just one strand of RNA and it can mutate easily. The algorithm is also simpler than other algorithms that help to determine the nature of the virus. Baidu has also developed software to efficiently track large populations. It has also developed an Ai-powered infrared device that can detect a difference in the body temperature of a human. This is currently being used in Beijing’s Qinghe Railway Station to classify possibly contaminated travellers where up to 200 individuals may be checked in one minute without affecting traffic movement, reports the MIT Review.

Singapore-based Veredus Laboratories, a supplier of revolutionary molecular diagnostic tools, has currently announced the launch of the VereCoV detector package, a compact Lab-on-Chip device able to detect MERS-CoV, SARS-CoV and COVID-19, i.e. Wuhan Coronavirus, in a single study.

The VereCoV identification package is focused on VereChip technology, a Lab-on-Chip device that incorporates two important molecular biological systems, Polymerase Chain Reaction (PCR) and a microarray, which will be able to classify and distinguish within 2 h MERS-CoV, SARS-CoV and COVID-19 with high precision and responsiveness.

This is not just the medical activities of healthcare facilities that are being charged, but also the corporate and financial departments when they cope with the increase in patients. Ant Financials’ blockchain technology helps speed-up the collection of reports and decreases the number of face-to-face encounters with patients and medical personnel.

Companies like the Israeli company Sonovia are aiming to provide healthcare systems and others with face masks manufactured from their anti-pathogenic, anti-bacterial cloth that depends on metal-oxide nanoparticles.

Drug Development Research

Aside from identifying and stopping the transmission of pathogens, the need to develop vaccinations on a scale is also needed. One of the crucial things to make that possible is to consider the origin and essence of the virus. Google’s DeepMind, with their expertise in protein folding research, has rendered a jump in identifying the protein structure of the virus and making it open-source.

BenevolentAI uses AI technologies to develop medicines that will combat the most dangerous diseases in the world and is also working to promote attempts to cure coronavirus, the first time the organization has based its product on infectious diseases. Within weeks of the epidemic, it used its analytical capability to recommend new medicines that might be beneficial.

Robots are not vulnerable to the infection, and they are used to conduct other activities, like cooking meals in hospitals, doubling up as waiters in hotels, spraying disinfectants and washing, selling rice and hand sanitizers, robots are on the front lines all over to deter coronavirus spread. Robots also conduct diagnostics and thermal imaging in several hospitals. Shenzhen-based firm Multicopter uses robotics to move surgical samples. UVD robots from Blue Ocean Robotics use ultraviolet light to destroy viruses and bacteria separately. In China, Pudu Technology has introduced its robots, which are usually used in the cooking industry, to more than 40 hospitals throughout the region. According to the Reuters article, a tiny robot named Little Peanut is distributing food to passengers who have been on a flight from Singapore to Hangzhou, China, and are presently being quarantined in a hotel.

Colour Coding

Using its advanced and vast public service monitoring network, the Chinese government has collaborated with software companies Alibaba and Tencent to establish a colour-coded health ranking scheme that monitors millions of citizens every day. The mobile device was first introduced in Hangzhou with the cooperation of Alibaba. This applies three colours to people—red, green or yellow—based on their transportation and medical records. Tencent also developed related applications in the manufacturing centre of Shenzhen.

The decision of whether an individual will be quarantined or permitted in public spaces is dependent on the colour code. Citizens will sign into the system using pay wallet systems such as Alibaba’s Alipay and Ant’s wallet. Just those citizens who have been issued a green colour code will be permitted to use the QR code in public spaces at metro stations, workplaces, and other public areas. Checkpoints are in most public areas where the body temperature and the code of individual are tested. This programme is being used by more than 200 Chinese communities and will eventually be expanded nationwide.

In some of the seriously infected regions where people remain at risk of contracting the infection, drones are used to rescue. One of the easiest and quickest ways to bring emergency supplies where they need to go while on an epidemic of disease is by drone transportation. Drones carry all surgical instruments and patient samples. This saves time, improves the pace of distribution and reduces the chance of contamination of medical samples. Drones often operate QR code placards that can be checked to record health records. There are also agricultural drones distributing disinfectants in the farmland. Drones, operated by facial recognition, are often used to warn people not to leave their homes and to chide them for not using face masks. Terra Drone uses its unmanned drones to move patient samples and vaccination content at reduced risk between the Xinchang County Disease Control Center and the People’s Hospital. Drones are often used to monitor public areas, document non-compliance with quarantine laws and thermal imaging.

Autonomous Vehicles

At a period of considerable uncertainty to medical professionals and the danger to people-to-people communication, automated vehicles are proving to be of tremendous benefit in the transport of vital products, such as medications and foodstuffs. Apollo, the Baidu Autonomous Vehicle Project, has joined hands with the Neolix self-driving company to distribute food and supplies to a big hospital in Beijing. Baidu Apollo has also provided its micro-car packages and automated cloud driving systems accessible free of charge to virus-fighting organizations.

Idriverplus, a Chinese self-driving organization that runs electrical street cleaning vehicles, is also part of the project. The company’s signature trucks are used to clean hospitals.

This chapter provides an introduction to the coronavirus outbreak (COVID-19). A brief history of this virus along with the symptoms are reported in this chapter. Then the comparison between COVID-19 and other plagues like seasonal influenza, bird flu (H5N1 and H7N9), Ebola epidemic, camel flu (MERS), swine flu (H1N1), severe acute respiratory syndrome, Hong Kong flu (H3N2), Spanish flu and the common cold are included in this chapter. Reviews of online portal and social media like Facebook, Twitter, Google, Microsoft, Pinterest, YouTube and WhatsApp concerning COVID-19 are reported in this chapter. Also, the preventive measures and policies enforced by WHO and different countries such as China, Italy, Iran, South Korea, France, Germany and the United States for COVID-19 are included in this chapter. Emergency funding provided by different countries to fight the COVID-19 is mentioned in this chapter. Lastly, artificial intelligence, data science and technological solutions like public health surveillance, remote biosignal measurement, IoT and wearables, chatbots and communication, social media and open data, automated diagnostics, drug development research, robotics, colour coding, drones and autonomous vehicles are included in this chapter.

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Essay On Covid-19: 100, 200 and 300 Words

• Updated on  
• Apr 30, 2024

COVID-19, also known as the Coronavirus, is a global pandemic that has affected people all around the world. It first emerged in a lab in Wuhan, China, in late 2019 and quickly spread to countries around the world. This virus was reportedly caused by SARS-CoV-2. Since then, it has spread rapidly to many countries, causing widespread illness and impacting our lives in numerous ways. This blog talks about the details of this virus and also drafts an essay on COVID-19 in 100, 200 and 300 words for students and professionals. 

Table of Contents

• 1 Essay On COVID-19 in English 100 Words
• 2 Essay On COVID-19 in 200 Words
• 3 Essay On COVID-19 in 300 Words
• 4 Short Essay on Covid-19

Essay On COVID-19 in English 100 Words

COVID-19, also known as the coronavirus, is a global pandemic. It started in late 2019 and has affected people all around the world. The virus spreads very quickly through someone’s sneeze and respiratory issues.

COVID-19 has had a significant impact on our lives, with lockdowns, travel restrictions, and changes in daily routines. To prevent the spread of COVID-19, we should wear masks, practice social distancing, and wash our hands frequently. 

People should follow social distancing and other safety guidelines and also learn the tricks to be safe stay healthy and work the whole challenging time. 

Also Read: National Safe Motherhood Day 2023

Essay On COVID-19 in 200 Words

COVID-19 also known as coronavirus, became a global health crisis in early 2020 and impacted mankind around the world. This virus is said to have originated in Wuhan, China in late 2019. It belongs to the coronavirus family and causes flu-like symptoms. It impacted the healthcare systems, economies and the daily lives of people all over the world. 

The most crucial aspect of COVID-19 is its highly spreadable nature. It is a communicable disease that spreads through various means such as coughs from infected persons, sneezes and communication. Due to its easy transmission leading to its outbreaks, there were many measures taken by the government from all over the world such as Lockdowns, Social Distancing, and wearing masks. 

There are many changes throughout the economic systems, and also in daily routines. Other measures such as schools opting for Online schooling, Remote work options available and restrictions on travel throughout the country and internationally. Subsequently, to cure and top its outbreak, the government started its vaccine campaigns, and other preventive measures. 

In conclusion, COVID-19 tested the patience and resilience of the mankind. This pandemic has taught people the importance of patience, effort and humbleness. 

Also Read : Essay on My Best Friend

Essay On COVID-19 in 300 Words

COVID-19, also known as the coronavirus, is a serious and contagious disease that has affected people worldwide. It was first discovered in late 2019 in Cina and then got spread in the whole world. It had a major impact on people’s life, their school, work and daily lives. 

COVID-19 is primarily transmitted from person to person through respiratory droplets produced and through sneezes, and coughs of an infected person. It can spread to thousands of people because of its highly contagious nature. To cure the widespread of this virus, there are thousands of steps taken by the people and the government. 

Wearing masks is one of the essential precautions to prevent the virus from spreading. Social distancing is another vital practice, which involves maintaining a safe distance from others to minimize close contact.

Very frequent handwashing is also very important to stop the spread of this virus. Proper hand hygiene can help remove any potential virus particles from our hands, reducing the risk of infection. 

In conclusion, the Coronavirus has changed people’s perspective on living. It has also changed people’s way of interacting and how to live. To deal with this virus, it is very important to follow the important guidelines such as masks, social distancing and techniques to wash your hands. Getting vaccinated is also very important to go back to normal life and cure this virus completely.

Also Read: Essay on Abortion in English in 650 Words

Short Essay on Covid-19

Please find below a sample of a short essay on Covid-19 for school students:

Also Read: Essay on Women’s Day in 200 and 500 words

to write an essay on COVID-19, understand your word limit and make sure to cover all the stages and symptoms of this disease. You need to highlight all the challenges and impacts of COVID-19. Do not forget to conclude your essay with positive precautionary measures.

Writing an essay on COVID-19 in 200 words requires you to cover all the challenges, impacts and precautions of this disease. You don’t need to describe all of these factors in brief, but make sure to add as many options as your word limit allows.

The full form for COVID-19 is Corona Virus Disease of 2019.

Related Reads

Hence, we hope that this blog has assisted you in comprehending with an essay on COVID-19. For more information on such interesting topics, visit our essay writing page and follow Leverage Edu.

Simran Popli

An avid writer and a creative person. With an experience of 1.5 years content writing, Simran has worked with different areas. From medical to working in a marketing agency with different clients to Ed-tech company, the journey has been diverse. Creative, vivacious and patient are the words that describe her personality.

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I Thought We’d Learned Nothing From the Pandemic. I Wasn’t Seeing the Full Picture

M y first home had a back door that opened to a concrete patio with a giant crack down the middle. When my sister and I played, I made sure to stay on the same side of the divide as her, just in case. The 1988 film The Land Before Time was one of the first movies I ever saw, and the image of the earth splintering into pieces planted its roots in my brain. I believed that, even in my own backyard, I could easily become the tiny Triceratops separated from her family, on the other side of the chasm, as everything crumbled into chaos.

Some 30 years later, I marvel at the eerie, unexpected ways that cartoonish nightmare came to life – not just for me and my family, but for all of us. The landscape was already covered in fissures well before COVID-19 made its way across the planet, but the pandemic applied pressure, and the cracks broke wide open, separating us from each other physically and ideologically. Under the weight of the crisis, we scattered and landed on such different patches of earth we could barely see each other’s faces, even when we squinted. We disagreed viciously with each other, about how to respond, but also about what was true.

Recently, someone asked me if we’ve learned anything from the pandemic, and my first thought was a flat no. Nothing. There was a time when I thought it would be the very thing to draw us together and catapult us – as a capital “S” Society – into a kinder future. It’s surreal to remember those early days when people rallied together, sewing masks for health care workers during critical shortages and gathering on balconies in cities from Dallas to New York City to clap and sing songs like “Yellow Submarine.” It felt like a giant lightning bolt shot across the sky, and for one breath, we all saw something that had been hidden in the dark – the inherent vulnerability in being human or maybe our inescapable connectedness .

More from TIME

Read More: The Family Time the Pandemic Stole

But it turns out, it was just a flash. The goodwill vanished as quickly as it appeared. A couple of years later, people feel lied to, abandoned, and all on their own. I’ve felt my own curiosity shrinking, my willingness to reach out waning , my ability to keep my hands open dwindling. I look out across the landscape and see selfishness and rage, burnt earth and so many dead bodies. Game over. We lost. And if we’ve already lost, why try?

Still, the question kept nagging me. I wondered, am I seeing the full picture? What happens when we focus not on the collective society but at one face, one story at a time? I’m not asking for a bow to minimize the suffering – a pretty flourish to put on top and make the whole thing “worth it.” Yuck. That’s not what we need. But I wondered about deep, quiet growth. The kind we feel in our bodies, relationships, homes, places of work, neighborhoods.

Like a walkie-talkie message sent to my allies on the ground, I posted a call on my Instagram. What do you see? What do you hear? What feels possible? Is there life out here? Sprouting up among the rubble? I heard human voices calling back – reports of life, personal and specific. I heard one story at a time – stories of grief and distrust, fury and disappointment. Also gratitude. Discovery. Determination.

Among the most prevalent were the stories of self-revelation. Almost as if machines were given the chance to live as humans, people described blossoming into fuller selves. They listened to their bodies’ cues, recognized their desires and comforts, tuned into their gut instincts, and honored the intuition they hadn’t realized belonged to them. Alex, a writer and fellow disabled parent, found the freedom to explore a fuller version of herself in the privacy the pandemic provided. “The way I dress, the way I love, and the way I carry myself have both shrunk and expanded,” she shared. “I don’t love myself very well with an audience.” Without the daily ritual of trying to pass as “normal” in public, Tamar, a queer mom in the Netherlands, realized she’s autistic. “I think the pandemic helped me to recognize the mask,” she wrote. “Not that unmasking is easy now. But at least I know it’s there.” In a time of widespread suffering that none of us could solve on our own, many tended to our internal wounds and misalignments, large and small, and found clarity.

Read More: A Tool for Staying Grounded in This Era of Constant Uncertainty

I wonder if this flourishing of self-awareness is at least partially responsible for the life alterations people pursued. The pandemic broke open our personal notions of work and pushed us to reevaluate things like time and money. Lucy, a disabled writer in the U.K., made the hard decision to leave her job as a journalist covering Westminster to write freelance about her beloved disability community. “This work feels important in a way nothing else has ever felt,” she wrote. “I don’t think I’d have realized this was what I should be doing without the pandemic.” And she wasn’t alone – many people changed jobs , moved, learned new skills and hobbies, became politically engaged.

Perhaps more than any other shifts, people described a significant reassessment of their relationships. They set boundaries, said no, had challenging conversations. They also reconnected, fell in love, and learned to trust. Jeanne, a quilter in Indiana, got to know relatives she wouldn’t have connected with if lockdowns hadn’t prompted weekly family Zooms. “We are all over the map as regards to our belief systems,” she emphasized, “but it is possible to love people you don’t see eye to eye with on every issue.” Anna, an anti-violence advocate in Maine, learned she could trust her new marriage: “Life was not a honeymoon. But we still chose to turn to each other with kindness and curiosity.” So many bonds forged and broken, strengthened and strained.

Instead of relying on default relationships or institutional structures, widespread recalibrations allowed for going off script and fortifying smaller communities. Mara from Idyllwild, Calif., described the tangible plan for care enacted in her town. “We started a mutual-aid group at the beginning of the pandemic,” she wrote, “and it grew so quickly before we knew it we were feeding 400 of the 4000 residents.” She didn’t pretend the conditions were ideal. In fact, she expressed immense frustration with our collective response to the pandemic. Even so, the local group rallied and continues to offer assistance to their community with help from donations and volunteers (many of whom were originally on the receiving end of support). “I’ve learned that people thrive when they feel their connection to others,” she wrote. Clare, a teacher from the U.K., voiced similar conviction as she described a giant scarf she’s woven out of ribbons, each representing a single person. The scarf is “a collection of stories, moments and wisdom we are sharing with each other,” she wrote. It now stretches well over 1,000 feet.

A few hours into reading the comments, I lay back on my bed, phone held against my chest. The room was quiet, but my internal world was lighting up with firefly flickers. What felt different? Surely part of it was receiving personal accounts of deep-rooted growth. And also, there was something to the mere act of asking and listening. Maybe it connected me to humans before battle cries. Maybe it was the chance to be in conversation with others who were also trying to understand – what is happening to us? Underneath it all, an undeniable thread remained; I saw people peering into the mess and narrating their findings onto the shared frequency. Every comment was like a flare into the sky. I’m here! And if the sky is full of flares, we aren’t alone.

I recognized my own pandemic discoveries – some minor, others massive. Like washing off thick eyeliner and mascara every night is more effort than it’s worth; I can transform the mundane into the magical with a bedsheet, a movie projector, and twinkle lights; my paralyzed body can mother an infant in ways I’d never seen modeled for me. I remembered disappointing, bewildering conversations within my own family of origin and our imperfect attempts to remain close while also seeing things so differently. I realized that every time I get the weekly invite to my virtual “Find the Mumsies” call, with a tiny group of moms living hundreds of miles apart, I’m being welcomed into a pocket of unexpected community. Even though we’ve never been in one room all together, I’ve felt an uncommon kind of solace in their now-familiar faces.

Hope is a slippery thing. I desperately want to hold onto it, but everywhere I look there are real, weighty reasons to despair. The pandemic marks a stretch on the timeline that tangles with a teetering democracy, a deteriorating planet , the loss of human rights that once felt unshakable . When the world is falling apart Land Before Time style, it can feel trite, sniffing out the beauty – useless, firing off flares to anyone looking for signs of life. But, while I’m under no delusions that if we just keep trudging forward we’ll find our own oasis of waterfalls and grassy meadows glistening in the sunshine beneath a heavenly chorus, I wonder if trivializing small acts of beauty, connection, and hope actually cuts us off from resources essential to our survival. The group of abandoned dinosaurs were keeping each other alive and making each other laugh well before they made it to their fantasy ending.

Read More: How Ice Cream Became My Own Personal Act of Resistance

After the monarch butterfly went on the endangered-species list, my friend and fellow writer Hannah Soyer sent me wildflower seeds to plant in my yard. A simple act of big hope – that I will actually plant them, that they will grow, that a monarch butterfly will receive nourishment from whatever blossoms are able to push their way through the dirt. There are so many ways that could fail. But maybe the outcome wasn’t exactly the point. Maybe hope is the dogged insistence – the stubborn defiance – to continue cultivating moments of beauty regardless. There is value in the planting apart from the harvest.

I can’t point out a single collective lesson from the pandemic. It’s hard to see any great “we.” Still, I see the faces in my moms’ group, making pancakes for their kids and popping on between strings of meetings while we try to figure out how to raise these small people in this chaotic world. I think of my friends on Instagram tending to the selves they discovered when no one was watching and the scarf of ribbons stretching the length of more than three football fields. I remember my family of three, holding hands on the way up the ramp to the library. These bits of growth and rings of support might not be loud or right on the surface, but that’s not the same thing as nothing. If we only cared about the bottom-line defeats or sweeping successes of the big picture, we’d never plant flowers at all.

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How to write an essay on coronavirus (COVID-19)

(Last updated: 10 November 2021)

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We have helped 10,000s of undergraduate, Masters and PhD students to maximise their grades in essays, dissertations, model-exam answers, applications and other materials. If you would like a free chat about your project with one of our UK staff, then please just reach out on one of the methods below.

With the coronavirus pandemic affecting every aspect of our lives for the last 18 months, it is no surprise that it has become a common topic in academic assignments. Writing a COVID-19 essay can be challenging, whether you're studying biology, philosophy, or any course in between.

Your first question might be, how would an essay about a pandemic be any different from a typical academic essay? Well, the answer is that in many ways it is largely similar. The key difference, however, is that this pandemic is much more current than usual academic topics. That means that it may be difficult to rely on past research to demonstrate your argument! As a result, COVID-19 essay writing needs to balance theories of past scholars with very current data (that is constantly changing).

In this post, we are going to give you our top tips on how to write a coronavirus academic essay, so that you are able to approach your writing with confidence and produce a great piece of work.

1. Do background reading

Critical reading is an essential component for any essay, but the question is – what should you be reading for a coronavirus essay? It might seem like a silly question, but the choices that you make during the reading process may determine how well you actually do on the paper. Therefore, we recommend the following steps.

First, read (and re-read) the assignment prompt that you have been given by the instructor. If you write an excellent essay, but it is off topic, you’ll likely be marked down. Make notes on the words that explain what is being asked of you – perhaps the essay asks you to “analyse”, “describe”, “list”, or “evaluate”. Make sure that these same words actually appear in your paper.

Second, look for specific things you have been instructed to do. This might include using themes from your textbook or incorporating assigned readings. Make a note of these things and read them first. Remember to take good notes while you read.

Once you have done your course readings, the question then becomes: what types of external readings are you going to need? Typically, at this point, you are going to be left with newspapers/websites, and a few scholarly articles (books on coronavirus might not be readily available at this stage, but could still be useful!). If it is a research essay, you are likely going to need to rely on a variety of sources as you work through this assignment. This might seem different than other academic writing where you would typically focus on only peer-reviewed articles or books. With coronavirus essays, there is a need for a more diverse set of sources, including;

Newspaper articles and websites

Just like with academic articles, not all newspaper articles and/or websites are created equal. Further, there are likely to be a variety of different statistics released, as the way that countries calculate coronavirus cases, deaths, and other components of the virus are not always the same.

Try to pick sources that are reputable. This might be reports done by key governmental organisations or even the World Health Organisation. If you are reading through an article and can identify obvious areas of bias, you may need to find alternate readings for your paper.

Academic articles

You may be surprised to discover the variety of articles published so far on COVID-19 - a lot can be achieved over multiple lockdowns! The research that has been done has been fairly extensive, covering a broad range of topics. Therefore, when preparing to write your academic essay, make sure to check the literature frequently as new publications are being released all the time.

If you do a search and you cannot find anything on the coronavirus specifically, you will have to widen your search. Think about the topic more widely. Are there theories that you have learned about in your classes that you can link to academic articles? Surely the answer must be yes! Just because there is limited research on this topic does not mean that you should avoid academic articles all together. Relying solely on websites or newspapers can lead you to a biased piece of writing, which usually is not what an academic essay is all about.

2. Plan your essay

Brainstorming.

Taking the time to brainstorm out your ideas can be the first step in a super successful essay. Brainstorming does not have to take a lot of time, and can be done in about 20 minutes if you have already done some background reading on the topic.

First, figure out how many points you need to identify. Each point is likely to equate to one paragraph of your paper, so if you are writing a 1500-word essay (and you use 300 words for the introduction and conclusion) you will be left with 1200 words, which means you will need between 5-6 paragraphs (and 5-6 points).

Start with a blank piece of paper. In the middle of the paper write the question or statement that you are trying to answer. From there, draw 5 or 6 lines out from the centre. At the end of each of these lines will be a point you want to address in your essay. From here, write down any additional ideas that you have.

It might look messy, but that’s OK! This is just the first step in the process and an opportunity for you to get your ideas down on paper. From this messiness, you can easily start to form a logical and linear outline that will soon become the template for your essay.

Creating an outline

Once you have a completed brainstorm, the next step is to put your ideas into a logical format The first step in this process is usually to write out a rough draft of the argument you are attempting to make. In doing this, you are then able to see how your subsequent paragraphs are addressing this topic (and if they are not addressing the topic, now is the time to change this!).

Once you have a position/argument/thesis statement, create space for your body paragraphs, but numbering each section. Then, write a rough draft of the topic sentence that you think will fit well in that section. Once you have done this, pull up the coronavirus articles, data, and other reports that you have read. Determine where each will fit best in your paper (and exclude the ones that do not fit well). Put a citation of the document in each paragraph section (this will make it easier to construct your reference list at the end).

Once every paragraph is organised, double check to make sure they are all still on track to address your main thesis. At this point you are ready to write an excellent and well-organised COVID-19 essay!

3. Structure your paragraphs

When structuring an academic essay on COVID-19, there will be a need to balance the news, evidence from academic articles, and course theory. This adds an extra layer of complexity because there are just so many things to juggle.

One strategy that can be helpful is to structure all your paragraphs in the same way. Now, you might be thinking, how boring! In reality, it is likely that the reader will appreciate the fact that you have carefully thought out your process and how you are going to approach this essay.

How to design your essay paragraphs

• Create a topic sentence. A topic sentence is a sentence that presents the main idea for the paragraph. Usually it links back to your thesis, argument, or position.
• Start to introduce your evidence. Use the next sentence in your introduction as a bridge between the topic sentence and the evidence/data you are going to present.
• Add evidence. Take 2-4 sentences to give the reader some good information that supports your topic sentence. This can be statistics, details from an empirical study, information from a news article, or some other form of information.
• Give some critical thought. It is essential to make a connection for the reader between your evidence and your topic sentence. Tell the reader why the information you have presented is important.
• Provide a concluding sentence. Make sure you wrap up your argument or transition to the next one.

4. Write your essay

Keep it academic.

There is a lot of information available about the coronavirus, but because much of it is coming from newspaper articles, the evidence that you might use for your paper can be skewed. In order to keep your paper academic, it is best to maintain a professional and academic style.

Present statistics from reputable sources (like the World Health Organisation), rather than those that have been selected by third parties. Furthermore, if you are writing a COVID-19 essay that is about a specific region (e.g. the United Kingdom), make sure that your statistics and evidence also come from this region.

Use up-to-date sources

The information on coronavirus is constantly changing. By now, everyone has seen the exponential curve of cases reoccurring all over the world at different times. Therefore, what was true last month may not necessarily be the case now. This can be challenging when you are planning an essay, because your outline from a previous week may need to be modified.

There are a number of ways you can address this. One way is, obviously, to continue going back and refreshing the data. Another way, which can be equally useful, is to outline the scope of the problem in your paper, writing something like, “data on COVID-19 is constantly changing, but the data presented was accurate at the time of writing”.

Avoid personal bias or opinion (unless asked!)

Everybody has an opinion – this opinion can often relate to how you or your family members have been affected by the pandemic (and the government response to this). People have lost jobs, have had to avoid family/friends, or have lost someone as a result of this pandemic. Life, for many, is very different.

While all of this is extremely important, it may not necessarily be relevant for an academic essay. One of the more challenging components of this type of academic paper is to try and remove yourself from the evidence you are providing. Now… there are exceptions. If you are writing a COVID-19 reflective essay, then it is your responsibility to include your opinion; otherwise, do your best to remain objective.

Avoid personal pronouns

Along the same lines as avoiding bias, it is also a good idea to avoid personal pronouns in your academic essay (except in a reflection, of course). This means avoiding words like “I, we, our, my”. While you may agree (or disagree) with the sentiment you are presenting, try and present your information from a distanced perspective.

Proofread carefully

Finally (and this is true of any essay), make sure that you take the time to proofread your essay carefully. Is it free from spelling errors? Have you checked the grammar? Have you made sure that your references are correct and in order? Have you carefully reviewed the submission requirements of your instructor (e.g. font, margins, spacing, etc.)? If the answer is yes, it sounds as if you are finally ready to submit your essay.

Final thoughts

Writing an essay is not easy. Writing an essay on a pandemic while living in that same pandemic is even more difficult.

A good essay is appropriately structured with a clear purpose and is presented according to the recommended guidelines. Unless it is a personal reflection, it attempts to present information as if it were free from bias.

So before you start to panic about having to write an essay about a pandemic, take a breath. You can do this. Take all the same steps as you would in a conventional academic essay, but expand your search to include relevant and up-to-date information that you know will make your essay a success. Once you have done this, make sure to have your university writing centre or an academic at Oxbridge Essays check it over and make suggestions! Now, stop reading and get writing! Good luck.

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How to Write About the Impact of the Coronavirus in a College Essay

The global impact of COVID-19, the disease caused by the novel coronavirus, means colleges and prospective students alike are in for an admissions cycle like no other. Both face unprecedented challenges and questions as they grapple with their respective futures amid the ongoing fallout of the pandemic.

Colleges must examine applicants without the aid of standardized test scores for many -- a factor that prompted many schools to go test-optional for now . Even grades, a significant component of a college application, may be hard to interpret with some high schools adopting pass-fail classes last spring due to the pandemic. Major college admissions factors are suddenly skewed.

"I can't help but think other (admissions) factors are going to matter more," says Ethan Sawyer, founder of the College Essay Guy, a website that offers free and paid essay-writing resources.

College essays and letters of recommendation , Sawyer says, are likely to carry more weight than ever in this admissions cycle. And many essays will likely focus on how the pandemic shaped students' lives throughout an often tumultuous 2020.

[ Read: How to Write a College Essay. ]

But before writing a college essay focused on the coronavirus, students should explore whether it's the best topic for them.

Writing About COVID-19 for a College Application

Much of daily life has been colored by the coronavirus. Virtual learning is the norm at many colleges and high schools, many extracurriculars have vanished and social lives have stalled for students complying with measures to stop the spread of COVID-19.

"For some young people, the pandemic took away what they envisioned as their senior year," says Robert Alexander, dean of admissions, financial aid and enrollment management at the University of Rochester in New York. "Maybe that's a spot on a varsity athletic team or the lead role in the fall play. And it's OK for them to mourn what should have been and what they feel like they lost, but more important is how are they making the most of the opportunities they do have?"

That question, Alexander says, is what colleges want answered if students choose to address COVID-19 in their college essay.

But the question of whether a student should write about the coronavirus is tricky. The answer depends largely on the student.

"In general, I don't think students should write about COVID-19 in their main personal statement for their application," Robin Miller, master college admissions counselor at IvyWise, a college counseling company, wrote in an email.

"Certainly, there may be exceptions to this based on a student's individual experience, but since the personal essay is the main place in the application where the student can really allow their voice to be heard and share insight into who they are as an individual, there are likely many other topics they can choose to write about that are more distinctive and unique than COVID-19," Miller says.

[ Read: What Colleges Look for: 6 Ways to Stand Out. ]

Opinions among admissions experts vary on whether to write about the likely popular topic of the pandemic.

"If your essay communicates something positive, unique, and compelling about you in an interesting and eloquent way, go for it," Carolyn Pippen, principal college admissions counselor at IvyWise, wrote in an email. She adds that students shouldn't be dissuaded from writing about a topic merely because it's common, noting that "topics are bound to repeat, no matter how hard we try to avoid it."

Above all, she urges honesty.

"If your experience within the context of the pandemic has been truly unique, then write about that experience, and the standing out will take care of itself," Pippen says. "If your experience has been generally the same as most other students in your context, then trying to find a unique angle can easily cross the line into exploiting a tragedy, or at least appearing as though you have."

But focusing entirely on the pandemic can limit a student to a single story and narrow who they are in an application, Sawyer says. "There are so many wonderful possibilities for what you can say about yourself outside of your experience within the pandemic."

He notes that passions, strengths, career interests and personal identity are among the multitude of essay topic options available to applicants and encourages them to probe their values to help determine the topic that matters most to them -- and write about it.

That doesn't mean the pandemic experience has to be ignored if applicants feel the need to write about it.

Writing About Coronavirus in Main and Supplemental Essays

Students can choose to write a full-length college essay on the coronavirus or summarize their experience in a shorter form.

To help students explain how the pandemic affected them, The Common App has added an optional section to address this topic. Applicants have 250 words to describe their pandemic experience and the personal and academic impact of COVID-19.

[ Read: The Common App: Everything You Need to Know. ]

"That's not a trick question, and there's no right or wrong answer," Alexander says. Colleges want to know, he adds, how students navigated the pandemic, how they prioritized their time, what responsibilities they took on and what they learned along the way.

If students can distill all of the above information into 250 words, there's likely no need to write about it in a full-length college essay, experts say. And applicants whose lives were not heavily altered by the pandemic may even choose to skip the optional COVID-19 question.

"This space is best used to discuss hardship and/or significant challenges that the student and/or the student's family experienced as a result of COVID-19 and how they have responded to those difficulties," Miller notes. Using the section to acknowledge a lack of impact, she adds, "could be perceived as trite and lacking insight, despite the good intentions of the applicant."

To guard against this lack of awareness, Sawyer encourages students to tap someone they trust to review their writing , whether it's the 250-word Common App response or the full-length essay.

Experts tend to agree that the short-form approach to this as an essay topic works better, but there are exceptions. And if a student does have a coronavirus story that he or she feels must be told, Alexander encourages the writer to be authentic in the essay.

"My advice for an essay about COVID-19 is the same as my advice about an essay for any topic -- and that is, don't write what you think we want to read or hear," Alexander says. "Write what really changed you and that story that now is yours and yours alone to tell."

Sawyer urges students to ask themselves, "What's the sentence that only I can write?" He also encourages students to remember that the pandemic is only a chapter of their lives and not the whole book.

Miller, who cautions against writing a full-length essay on the coronavirus, says that if students choose to do so they should have a conversation with their high school counselor about whether that's the right move. And if students choose to proceed with COVID-19 as a topic, she says they need to be clear, detailed and insightful about what they learned and how they adapted along the way.

"Approaching the essay in this manner will provide important balance while demonstrating personal growth and vulnerability," Miller says.

Pippen encourages students to remember that they are in an unprecedented time for college admissions.

"It is important to keep in mind with all of these (admission) factors that no colleges have ever had to consider them this way in the selection process, if at all," Pippen says. "They have had very little time to calibrate their evaluations of different application components within their offices, let alone across institutions. This means that colleges will all be handling the admissions process a little bit differently, and their approaches may even evolve over the course of the admissions cycle."

Searching for a college? Get our complete rankings of Best Colleges.

Essay on Coronavirus and Coronavirus Symptoms

500+ words essay on  coronavirus and coronavirus symptoms.

Coronavirus refers to a virus that leads to respiratory illness in human beings. It derives its name ‘corona’ from having crown-like spikes on its surface. Some examples of this disease that causes humans to fall ill are SARS (Severe Acute Respiratory Syndrome), MERS (Middle East Respiratory Syndrome), and more. China reported the new strain of this virus, COVID-19 in 2019. Ever since the virus went on to spread in all the continents over the world except for Antarctica. Let us learn about Coronavirus and Coronavirus symptoms through this essay.

Origin of Coronavirus and Coronavirus Symptoms

The city of Wuhan in China was the one that first reported the case of COVID-19 in December 2019. Further, the WHO (World Health Organization) declared the outbreak of this disease as a pandemic in March 2020.

Due to this outbreak, a lot of countries all over the world announced a nationwide lockdown. This was done as a preventive measure against the pandemic. Ultimately, it limited the movement of billions of people all over the world.

Consequently, all commercial establishments including schools and colleges were shut down. In addition to this, international and intra-state travel also saw a ban. Similarly, many of the countries suspended tourist visas to avoid the outbreak of this disease.

In countries like India, people from underprivileged backgrounds had to suffer greatly. Even to date, many have not been able to earn a proper livelihood. Shortage of food, loss of income, and more have become a common phenomenon for some.

Similarly, industries like pharmaceuticals, tourism, the power sector, and more are also suffering losses after the Coronavirus outbreak. All in all, it has an impact on the global economy as well as our daily lives.

Get the huge list of more than 500 Essay Topics and Ideas

Symptoms of Coronavirus

Coronavirus and coronavirus symptoms are something everyone is looking for. As per the CDC, you may have coronavirus if you are experiencing symptoms like:

• Difficulty in breathing
• New loss of smell or taste
• Sore throat

Other than that, there are additional symptoms that may possibly happen to anyone. It depends on the individual. Further, the symptoms will start appearing between two to fourteen days after you have been exposed to the virus.

In children, symptoms can be milder when we compare them to adults. On the other hand, people who have serious underlying conditions such as heart disease or diabetes and older people will be at a greater risk of complications.

One must immediately get medical attention if one is having trouble breathing. Other warning signs include persistent pain or pressure in the chest. Further, if one cannot seem to wake up from their sleep or their lips or face start to turn blue, they must get medical attention instantly.

With that being said, if a person is experiencing these symptoms, they must contact a medical professional. They will be able to better help the individual with their particular case.

Therefore, governments and health organizations all over the world are constantly working to limit the outbreak of coronavirus and coronavirus symptoms. Similarly, our healthcare professionals are facing various difficulties to protect others’ lives. We must work together as one and be responsible on our part to safeguard our lives as well as others.

FAQ on Essay on Coronavirus and Coronavirus Symptoms

Question 1: What was the origin of Coronavirus?

Answer 1: The city of Wuhan in China was the one that first reported the case of COVID-19 in December 2019. Further, the WHO (World Health Organization) declared the outbreak of this disease as a pandemic in March 2020.

Question 2: What are Coronavirus and coronavirus symptoms?

Answer 2: The symptoms of Coronavirus include fever, chills, cough, fatigue, headache, runny throat, difficulty in breathing, congestion, body ache, and more

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• Volume 76, Issue 2
• COVID-19 pandemic and its impact on social relationships and health
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• http://orcid.org/0000-0003-1512-4471 Emily Long 1 ,
• Susan Patterson 1 ,
• Karen Maxwell 1 ,
• Carolyn Blake 1 ,
• http://orcid.org/0000-0001-7342-4566 Raquel Bosó Pérez 1 ,
• Ruth Lewis 1 ,
• Mark McCann 1 ,
• Julie Riddell 1 ,
• Kathryn Skivington 1 ,
• Rachel Wilson-Lowe 1 ,
• http://orcid.org/0000-0002-4409-6601 Kirstin R Mitchell 2
• 1 MRC/CSO Social and Public Health Sciences Unit , University of Glasgow , Glasgow , UK
• 2 MRC/CSO Social and Public Health Sciences Unit, Institute of Health & Wellbeing , University of Glasgow , Glasgow , UK
• Correspondence to Dr Emily Long, MRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow G3 7HR, UK; emily.long{at}glasgow.ac.uk

This essay examines key aspects of social relationships that were disrupted by the COVID-19 pandemic. It focuses explicitly on relational mechanisms of health and brings together theory and emerging evidence on the effects of the COVID-19 pandemic to make recommendations for future public health policy and recovery. We first provide an overview of the pandemic in the UK context, outlining the nature of the public health response. We then introduce four distinct domains of social relationships: social networks, social support, social interaction and intimacy, highlighting the mechanisms through which the pandemic and associated public health response drastically altered social interactions in each domain. Throughout the essay, the lens of health inequalities, and perspective of relationships as interconnecting elements in a broader system, is used to explore the varying impact of these disruptions. The essay concludes by providing recommendations for longer term recovery ensuring that the social relational cost of COVID-19 is adequately considered in efforts to rebuild.

• inequalities

Data availability statement

Data sharing not applicable as no data sets generated and/or analysed for this study. Data sharing not applicable as no data sets generated or analysed for this essay.

This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/ .

https://doi.org/10.1136/jech-2021-216690

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Introduction

Infectious disease pandemics, including SARS and COVID-19, demand intrapersonal behaviour change and present highly complex challenges for public health. 1 A pandemic of an airborne infection, spread easily through social contact, assails human relationships by drastically altering the ways through which humans interact. In this essay, we draw on theories of social relationships to examine specific ways in which relational mechanisms key to health and well-being were disrupted by the COVID-19 pandemic. Relational mechanisms refer to the processes between people that lead to change in health outcomes.

At the time of writing, the future surrounding COVID-19 was uncertain. Vaccine programmes were being rolled out in countries that could afford them, but new and more contagious variants of the virus were also being discovered. The recovery journey looked long, with continued disruption to social relationships. The social cost of COVID-19 was only just beginning to emerge, but the mental health impact was already considerable, 2 3 and the inequality of the health burden stark. 4 Knowledge of the epidemiology of COVID-19 accrued rapidly, but evidence of the most effective policy responses remained uncertain.

The initial response to COVID-19 in the UK was reactive and aimed at reducing mortality, with little time to consider the social implications, including for interpersonal and community relationships. The terminology of ‘social distancing’ quickly became entrenched both in public and policy discourse. This equation of physical distance with social distance was regrettable, since only physical proximity causes viral transmission, whereas many forms of social proximity (eg, conversations while walking outdoors) are minimal risk, and are crucial to maintaining relationships supportive of health and well-being.

The aim of this essay is to explore four key relational mechanisms that were impacted by the pandemic and associated restrictions: social networks, social support, social interaction and intimacy. We use relational theories and emerging research on the effects of the COVID-19 pandemic response to make three key recommendations: one regarding public health responses; and two regarding social recovery. Our understanding of these mechanisms stems from a ‘systems’ perspective which casts social relationships as interdependent elements within a connected whole. 5

Social networks

Social networks characterise the individuals and social connections that compose a system (such as a workplace, community or society). Social relationships range from spouses and partners, to coworkers, friends and acquaintances. They vary across many dimensions, including, for example, frequency of contact and emotional closeness. Social networks can be understood both in terms of the individuals and relationships that compose the network, as well as the overall network structure (eg, how many of your friends know each other).

Social networks show a tendency towards homophily, or a phenomenon of associating with individuals who are similar to self. 6 This is particularly true for ‘core’ network ties (eg, close friends), while more distant, sometimes called ‘weak’ ties tend to show more diversity. During the height of COVID-19 restrictions, face-to-face interactions were often reduced to core network members, such as partners, family members or, potentially, live-in roommates; some ‘weak’ ties were lost, and interactions became more limited to those closest. Given that peripheral, weaker social ties provide a diversity of resources, opinions and support, 7 COVID-19 likely resulted in networks that were smaller and more homogenous.

Such changes were not inevitable nor necessarily enduring, since social networks are also adaptive and responsive to change, in that a disruption to usual ways of interacting can be replaced by new ways of engaging (eg, Zoom). Yet, important inequalities exist, wherein networks and individual relationships within networks are not equally able to adapt to such changes. For example, individuals with a large number of newly established relationships (eg, university students) may have struggled to transfer these relationships online, resulting in lost contacts and a heightened risk of social isolation. This is consistent with research suggesting that young adults were the most likely to report a worsening of relationships during COVID-19, whereas older adults were the least likely to report a change. 8

Lastly, social connections give rise to emergent properties of social systems, 9 where a community-level phenomenon develops that cannot be attributed to any one member or portion of the network. For example, local area-based networks emerged due to geographic restrictions (eg, stay-at-home orders), resulting in increases in neighbourly support and local volunteering. 10 In fact, research suggests that relationships with neighbours displayed the largest net gain in ratings of relationship quality compared with a range of relationship types (eg, partner, colleague, friend). 8 Much of this was built from spontaneous individual interactions within local communities, which together contributed to the ‘community spirit’ that many experienced. 11 COVID-19 restrictions thus impacted the personal social networks and the structure of the larger networks within the society.

Social support

Social support, referring to the psychological and material resources provided through social interaction, is a critical mechanism through which social relationships benefit health. In fact, social support has been shown to be one of the most important resilience factors in the aftermath of stressful events. 12 In the context of COVID-19, the usual ways in which individuals interact and obtain social support have been severely disrupted.

One such disruption has been to opportunities for spontaneous social interactions. For example, conversations with colleagues in a break room offer an opportunity for socialising beyond one’s core social network, and these peripheral conversations can provide a form of social support. 13 14 A chance conversation may lead to advice helpful to coping with situations or seeking formal help. Thus, the absence of these spontaneous interactions may mean the reduction of indirect support-seeking opportunities. While direct support-seeking behaviour is more effective at eliciting support, it also requires significantly more effort and may be perceived as forceful and burdensome. 15 The shift to homeworking and closure of community venues reduced the number of opportunities for these spontaneous interactions to occur, and has, second, focused them locally. Consequently, individuals whose core networks are located elsewhere, or who live in communities where spontaneous interaction is less likely, have less opportunity to benefit from spontaneous in-person supportive interactions.

However, alongside this disruption, new opportunities to interact and obtain social support have arisen. The surge in community social support during the initial lockdown mirrored that often seen in response to adverse events (eg, natural disasters 16 ). COVID-19 restrictions that confined individuals to their local area also compelled them to focus their in-person efforts locally. Commentators on the initial lockdown in the UK remarked on extraordinary acts of generosity between individuals who belonged to the same community but were unknown to each other. However, research on adverse events also tells us that such community support is not necessarily maintained in the longer term. 16

Meanwhile, online forms of social support are not bound by geography, thus enabling interactions and social support to be received from a wider network of people. Formal online social support spaces (eg, support groups) existed well before COVID-19, but have vastly increased since. While online interactions can increase perceived social support, it is unclear whether remote communication technologies provide an effective substitute from in-person interaction during periods of social distancing. 17 18 It makes intuitive sense that the usefulness of online social support will vary by the type of support offered, degree of social interaction and ‘online communication skills’ of those taking part. Youth workers, for instance, have struggled to keep vulnerable youth engaged in online youth clubs, 19 despite others finding a positive association between amount of digital technology used by individuals during lockdown and perceived social support. 20 Other research has found that more frequent face-to-face contact and phone/video contact both related to lower levels of depression during the time period of March to August 2020, but the negative effect of a lack of contact was greater for those with higher levels of usual sociability. 21 Relatedly, important inequalities in social support exist, such that individuals who occupy more socially disadvantaged positions in society (eg, low socioeconomic status, older people) tend to have less access to social support, 22 potentially exacerbated by COVID-19.

Social and interactional norms

Interactional norms are key relational mechanisms which build trust, belonging and identity within and across groups in a system. Individuals in groups and societies apply meaning by ‘approving, arranging and redefining’ symbols of interaction. 23 A handshake, for instance, is a powerful symbol of trust and equality. Depending on context, not shaking hands may symbolise a failure to extend friendship, or a failure to reach agreement. The norms governing these symbols represent shared values and identity; and mutual understanding of these symbols enables individuals to achieve orderly interactions, establish supportive relationship accountability and connect socially. 24 25

Physical distancing measures to contain the spread of COVID-19 radically altered these norms of interaction, particularly those used to convey trust, affinity, empathy and respect (eg, hugging, physical comforting). 26 As epidemic waves rose and fell, the work to negotiate these norms required intense cognitive effort; previously taken-for-granted interactions were re-examined, factoring in current restriction levels, own and (assumed) others’ vulnerability and tolerance of risk. This created awkwardness, and uncertainty, for example, around how to bring closure to an in-person interaction or convey warmth. The instability in scripted ways of interacting created particular strain for individuals who already struggled to encode and decode interactions with others (eg, those who are deaf or have autism spectrum disorder); difficulties often intensified by mask wearing. 27

Large social gatherings—for example, weddings, school assemblies, sporting events—also present key opportunities for affirming and assimilating interactional norms, building cohesion and shared identity and facilitating cooperation across social groups. 28 Online ‘equivalents’ do not easily support ‘social-bonding’ activities such as singing and dancing, and rarely enable chance/spontaneous one-on-one conversations with peripheral/weaker network ties (see the Social networks section) which can help strengthen bonds across a larger network. The loss of large gatherings to celebrate rites of passage (eg, bar mitzvah, weddings) has additional relational costs since these events are performed by and for communities to reinforce belonging, and to assist in transitioning to new phases of life. 29 The loss of interaction with diverse others via community and large group gatherings also reduces intergroup contact, which may then tend towards more prejudiced outgroup attitudes. While online interaction can go some way to mimicking these interaction norms, there are key differences. A sense of anonymity, and lack of in-person emotional cues, tends to support norms of polarisation and aggression in expressing differences of opinion online. And while online platforms have potential to provide intergroup contact, the tendency of much social media to form homogeneous ‘echo chambers’ can serve to further reduce intergroup contact. 30 31

Intimacy relates to the feeling of emotional connection and closeness with other human beings. Emotional connection, through romantic, friendship or familial relationships, fulfils a basic human need 32 and strongly benefits health, including reduced stress levels, improved mental health, lowered blood pressure and reduced risk of heart disease. 32 33 Intimacy can be fostered through familiarity, feeling understood and feeling accepted by close others. 34

Intimacy via companionship and closeness is fundamental to mental well-being. Positively, the COVID-19 pandemic has offered opportunities for individuals to (re)connect and (re)strengthen close relationships within their household via quality time together, following closure of many usual external social activities. Research suggests that the first full UK lockdown period led to a net gain in the quality of steady relationships at a population level, 35 but amplified existing inequalities in relationship quality. 35 36 For some in single-person households, the absence of a companion became more conspicuous, leading to feelings of loneliness and lower mental well-being. 37 38 Additional pandemic-related relational strain 39 40 resulted, for some, in the initiation or intensification of domestic abuse. 41 42

Physical touch is another key aspect of intimacy, a fundamental human need crucial in maintaining and developing intimacy within close relationships. 34 Restrictions on social interactions severely restricted the number and range of people with whom physical affection was possible. The reduction in opportunity to give and receive affectionate physical touch was not experienced equally. Many of those living alone found themselves completely without physical contact for extended periods. The deprivation of physical touch is evidenced to take a heavy emotional toll. 43 Even in future, once physical expressions of affection can resume, new levels of anxiety over germs may introduce hesitancy into previously fluent blending of physical and verbal intimate social connections. 44

The pandemic also led to shifts in practices and norms around sexual relationship building and maintenance, as individuals adapted and sought alternative ways of enacting sexual intimacy. This too is important, given that intimate sexual activity has known benefits for health. 45 46 Given that social restrictions hinged on reducing household mixing, possibilities for partnered sexual activity were primarily guided by living arrangements. While those in cohabiting relationships could potentially continue as before, those who were single or in non-cohabiting relationships generally had restricted opportunities to maintain their sexual relationships. Pornography consumption and digital partners were reported to increase since lockdown. 47 However, online interactions are qualitatively different from in-person interactions and do not provide the same opportunities for physical intimacy.

Recommendations and conclusions

In the sections above we have outlined the ways in which COVID-19 has impacted social relationships, showing how relational mechanisms key to health have been undermined. While some of the damage might well self-repair after the pandemic, there are opportunities inherent in deliberative efforts to build back in ways that facilitate greater resilience in social and community relationships. We conclude by making three recommendations: one regarding public health responses to the pandemic; and two regarding social recovery.

Recommendation 1: explicitly count the relational cost of public health policies to control the pandemic

Effective handling of a pandemic recognises that social, economic and health concerns are intricately interwoven. It is clear that future research and policy attention must focus on the social consequences. As described above, policies which restrict physical mixing across households carry heavy and unequal relational costs. These include for individuals (eg, loss of intimate touch), dyads (eg, loss of warmth, comfort), networks (eg, restricted access to support) and communities (eg, loss of cohesion and identity). Such costs—and their unequal impact—should not be ignored in short-term efforts to control an epidemic. Some public health responses—restrictions on international holiday travel and highly efficient test and trace systems—have relatively small relational costs and should be prioritised. At a national level, an earlier move to proportionate restrictions, and investment in effective test and trace systems, may help prevent escalation of spread to the point where a national lockdown or tight restrictions became an inevitability. Where policies with relational costs are unavoidable, close attention should be paid to the unequal relational impact for those whose personal circumstances differ from normative assumptions of two adult families. This includes consideration of whether expectations are fair (eg, for those who live alone), whether restrictions on social events are equitable across age group, religious/ethnic groupings and social class, and also to ensure that the language promoted by such policies (eg, households; families) is not exclusionary. 48 49 Forethought to unequal impacts on social relationships should thus be integral to the work of epidemic preparedness teams.

Recommendation 2: intelligently balance online and offline ways of relating

A key ingredient for well-being is ‘getting together’ in a physical sense. This is fundamental to a human need for intimate touch, physical comfort, reinforcing interactional norms and providing practical support. Emerging evidence suggests that online ways of relating cannot simply replace physical interactions. But online interaction has many benefits and for some it offers connections that did not exist previously. In particular, online platforms provide new forms of support for those unable to access offline services because of mobility issues (eg, older people) or because they are geographically isolated from their support community (eg, lesbian, gay, bisexual, transgender and queer (LGBTQ) youth). Ultimately, multiple forms of online and offline social interactions are required to meet the needs of varying groups of people (eg, LGBTQ, older people). Future research and practice should aim to establish ways of using offline and online support in complementary and even synergistic ways, rather than veering between them as social restrictions expand and contract. Intelligent balancing of online and offline ways of relating also pertains to future policies on home and flexible working. A decision to switch to wholesale or obligatory homeworking should consider the risk to relational ‘group properties’ of the workplace community and their impact on employees’ well-being, focusing in particular on unequal impacts (eg, new vs established employees). Intelligent blending of online and in-person working is required to achieve flexibility while also nurturing supportive networks at work. Intelligent balance also implies strategies to build digital literacy and minimise digital exclusion, as well as coproducing solutions with intended beneficiaries.

Recommendation 3: build stronger and sustainable localised communities

In balancing offline and online ways of interacting, there is opportunity to capitalise on the potential for more localised, coherent communities due to scaled-down travel, homeworking and local focus that will ideally continue after restrictions end. There are potential economic benefits after the pandemic, such as increased trade as home workers use local resources (eg, coffee shops), but also relational benefits from stronger relationships around the orbit of the home and neighbourhood. Experience from previous crises shows that community volunteer efforts generated early on will wane over time in the absence of deliberate work to maintain them. Adequately funded partnerships between local government, third sector and community groups are required to sustain community assets that began as a direct response to the pandemic. Such partnerships could work to secure green spaces and indoor (non-commercial) meeting spaces that promote community interaction. Green spaces in particular provide a triple benefit in encouraging physical activity and mental health, as well as facilitating social bonding. 50 In building local communities, small community networks—that allow for diversity and break down ingroup/outgroup views—may be more helpful than the concept of ‘support bubbles’, which are exclusionary and less sustainable in the longer term. Rigorously designed intervention and evaluation—taking a systems approach—will be crucial in ensuring scale-up and sustainability.

The dramatic change to social interaction necessitated by efforts to control the spread of COVID-19 created stark challenges but also opportunities. Our essay highlights opportunities for learning, both to ensure the equity and humanity of physical restrictions, and to sustain the salutogenic effects of social relationships going forward. The starting point for capitalising on this learning is recognition of the disruption to relational mechanisms as a key part of the socioeconomic and health impact of the pandemic. In recovery planning, a general rule is that what is good for decreasing health inequalities (such as expanding social protection and public services and pursuing green inclusive growth strategies) 4 will also benefit relationships and safeguard relational mechanisms for future generations. Putting this into action will require political will.

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Twitter @karenmaxSPHSU, @Mark_McCann, @Rwilsonlowe, @KMitchinGlasgow

Contributors EL and KM led on the manuscript conceptualisation, review and editing. SP, KM, CB, RBP, RL, MM, JR, KS and RW-L contributed to drafting and revising the article. All authors assisted in revising the final draft.

Funding The research reported in this publication was supported by the Medical Research Council (MC_UU_00022/1, MC_UU_00022/3) and the Chief Scientist Office (SPHSU11, SPHSU14). EL is also supported by MRC Skills Development Fellowship Award (MR/S015078/1). KS and MM are also supported by a Medical Research Council Strategic Award (MC_PC_13027).

Competing interests None declared.

Provenance and peer review Not commissioned; externally peer reviewed.

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Writing about COVID-19 in a college admission essay

by: Venkates Swaminathan | Updated: September 14, 2020

Print article

For students applying to college using the CommonApp, there are several different places where students and counselors can address the pandemic’s impact. The different sections have differing goals. You must understand how to use each section for its appropriate use.

The CommonApp COVID-19 question

First, the CommonApp this year has an additional question specifically about COVID-19 :

Community disruptions such as COVID-19 and natural disasters can have deep and long-lasting impacts. If you need it, this space is yours to describe those impacts. Colleges care about the effects on your health and well-being, safety, family circumstances, future plans, and education, including access to reliable technology and quiet study spaces. Please use this space to describe how these events have impacted you.

This question seeks to understand the adversity that students may have had to face due to the pandemic, the move to online education, or the shelter-in-place rules. You don’t have to answer this question if the impact on you wasn’t particularly severe. Some examples of things students should discuss include:

• The student or a family member had COVID-19 or suffered other illnesses due to confinement during the pandemic.
• The candidate had to deal with personal or family issues, such as abusive living situations or other safety concerns
• The student suffered from a lack of internet access and other online learning challenges.
• Students who dealt with problems registering for or taking standardized tests and AP exams.

Jeff Schiffman of the Tulane University admissions office has a blog about this section. He recommends students ask themselves several questions as they go about answering this section:

• Are my experiences different from others’?
• Are there noticeable changes on my transcript?
• Am I aware of my privilege?
• Am I specific? Am I explaining rather than complaining?
• Is this information being included elsewhere on my application?

If you do answer this section, be brief and to-the-point.

Counselor recommendations and school profiles

Second, counselors will, in their counselor forms and school profiles on the CommonApp, address how the school handled the pandemic and how it might have affected students, specifically as it relates to:

• Grading scales and policies
• Graduation requirements
• Instructional methods
• Schedules and course offerings
• Testing requirements
• Your academic calendar
• Other extenuating circumstances

Students don’t have to mention these matters in their application unless something unusual happened.

Writing about COVID-19 in your main essay

Write about your experiences during the pandemic in your main college essay if your experience is personal, relevant, and the most important thing to discuss in your college admission essay. That you had to stay home and study online isn’t sufficient, as millions of other students faced the same situation. But sometimes, it can be appropriate and helpful to write about something related to the pandemic in your essay. For example:

• One student developed a website for a local comic book store. The store might not have survived without the ability for people to order comic books online. The student had a long-standing relationship with the store, and it was an institution that created a community for students who otherwise felt left out.
• One student started a YouTube channel to help other students with academic subjects he was very familiar with and began tutoring others.
• Some students used their extra time that was the result of the stay-at-home orders to take online courses pursuing topics they are genuinely interested in or developing new interests, like a foreign language or music.

Experiences like this can be good topics for the CommonApp essay as long as they reflect something genuinely important about the student. For many students whose lives have been shaped by this pandemic, it can be a critical part of their college application.

Want more? Read 6 ways to improve a college essay , What the &%$! should I write about in my college essay , and Just how important is a college admissions essay? .

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Coronavirus: The world has come together to flatten the curve. Can we stay united to tackle other crises?

Watching the world come together gives me hope for the future, writes mira patel, a high school junior..

Mira Patel and her sister Veda. (Courtesy of Dee Patel)

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Before the pandemic, I had often heard adults say that young people would lose the ability to connect in-person with others due to our growing dependence on technology and social media. However, this stay-at-home experience has proven to me that our elders’ worry is unnecessary. Because isolation isn’t in human nature, and no advancement in technology could replace our need to meet in person, especially when it comes to learning.

As the weather gets warmer and we approach summertime, it’s going to be more and more tempting for us teenagers to go out and do what we have always done: hang out and have fun. Even though the decision-makers are adults, everyone has a role to play and we teens can help the world move forward by continuing to self-isolate. It’s incredibly important that in the coming weeks, we respect the government’s effort to contain the spread of the coronavirus.

In the meantime, we can find creative ways to stay connected and continue to do what we love. Personally, I see many 6-feet-apart bike rides and Zoom calls in my future.

If there is anything that this pandemic has made me realize, it’s how connected we all are. At first, the infamous coronavirus seemed to be a problem in China, which is worlds away. But slowly, it steadily made its way through various countries in Europe, and inevitably reached us in America. What was once framed as a foreign virus has now hit home.

Watching the global community come together, gives me hope, as a teenager, that in the future we can use this cooperation to combat climate change and other catastrophes.

As COVID-19 continues to creep its way into each of our communities and impact the way we live and communicate, I find solace in the fact that we face what comes next together, as humanity.

When the day comes that my generation is responsible for dealing with another crisis, I hope we can use this experience to remind us that moving forward requires a joint effort.

Mira Patel is a junior at Strath Haven High School and is an education intern at the Foreign Policy Research Institute in Philadelphia. Follow her on Instagram here.  

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Coronapod: The big COVID research papers of 2020

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Benjamin Thompson, Noah Baker and Traci Watson discuss some of 2020's most significant coronavirus research papers.

In the final Coronapod of 2020, we dive into the scientific literature to reflect on the COVID-19 pandemic. Researchers have discovered so much about SARS-CoV-2 – information that has been vital for public health responses and the rapid development of effective vaccines. But we also look forward to 2021, and the critical questions that remain to be answered about the pandemic.

Papers discussed

A Novel Coronavirus from Patients with Pneumonia in China, 2019 - New England Journal of Medicine, 24 January

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China - The Lancet , 24 January

A pneumonia outbreak associated with a new coronavirus of probable bat origin - Nature , 3 February

A new coronavirus associated with human respiratory disease in China - Nature , 3 February

Temporal dynamics in viral shedding and transmissibility of COVID-19 - Nature Medicine , 15 April

Spread of SARS-CoV-2 in the Icelandic Population - New England Journal of Medicine , 11 June

High SARS-CoV-2 Attack Rate Following Exposure at a Choir Practice — Skagit County, Washington, March 2020 - Morbidity & Mortality Weekly Report , 15 August

Respiratory virus shedding in exhaled breath and efficacy of face masks - Nature Medicine , 3 April

Aerosol and Surface Stability of SARS-CoV-2 as Compared with SARS-CoV-1 - New England Journal of Medicine , 13 April

Projecting the transmission dynamics of SARS-CoV-2 through the postpandemic period - Science , 22 May

Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe - Nature, 8 June

The effect of large-scale anti-contagion policies on the COVID-19 pandemic - Nature , 8 June

Retraction—Hydroxychloroquine or chloroquine with or without a macrolide for treatment of COVID-19: a multinational registry analysis - The Lancet, 20 June

A Randomized Trial of Hydroxychloroquine as Postexposure Prophylaxis for Covid-19 - New England Journal of Medicine , 3 June

Association Between Administration of Systemic Corticosteroids and Mortality Among Critically Ill Patients With COVID-19 - JAMA , 2 September

Immunological memory to SARS-CoV-2 assessed for greater than six months after infection - bioRxiv, 16 November

Coronavirus Disease 2019 (COVID-19) Re-infection by a Phylogenetically Distinct Severe Acute Respiratory Syndrome Coronavirus 2 Strain Confirmed by Whole Genome Sequencing - Clinical Infectious Diseases , 25 August

Nature’s COVID research updates – summarising key coronavirus papers as they appear

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doi: https://doi.org/10.1038/d41586-020-03609-2

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How can we summarise the Covid year from a broad historical perspective? Many people believe that the terrible toll coronavirus has taken demonstrates humanity’s helplessness in the face of nature’s might. In fact, 2020 has shown that humanity is far from helpless. Epidemics are no longer uncontrollable forces of nature. Science has turned them into a manageable challenge.

Why, then, has there been so much death and suffering? Because of bad political decisions.

In previous eras, when humans faced a plague such as the Black Death, they had no idea what caused it or how it could be stopped. When the 1918 influenza struck, the best scientists in the world couldn’t identify the deadly virus, many of the countermeasures adopted were useless, and attempts to develop an effective vaccine proved futile.

It was very different with Covid-19. The first alarm bells about a potential new epidemic began sounding at the end of December 2019. By January 10 2020, scientists had not only isolated the responsible virus, but also sequenced its genome and published the information online. Within a few more months it became clear which measures could slow and stop the chains of infection. Within less than a year several effective vaccines were in mass production. In the war between humans and pathogens, never have humans been so powerful.

Moving life online

Alongside the unprecedented achievements of biotechnology, the Covid year has also underlined the power of information technology. In previous eras humanity could seldom stop epidemics because humans couldn’t monitor the chains of infection in real time, and because the economic cost of extended lockdowns was prohibitive. In 1918 you could quarantine people who came down with the dreaded flu, but you couldn’t trace the movements of pre-symptomatic or asymptomatic carriers. And if you ordered the entire population of a country to stay at home for several weeks, it would have resulted in economic ruin, social breakdown and mass starvation.

In contrast, in 2020 digital surveillance made it far easier to monitor and pinpoint the disease vectors, meaning that quarantine could be both more selective and more effective. Even more importantly, automation and the internet made extended lockdowns viable, at least in developed countries. While in some parts of the developing world the human experience was still reminiscent of past plagues, in much of the developed world the digital revolution changed everything.

Consider agriculture. For thousands of years food production relied on human labour, and about 90 per cent of people worked in farming. Today in developed countries this is no longer the case. In the US, only about 1.5 per cent of people work on farms, but that’s enough not just to feed everyone at home but also to make the US a leading food exporter. Almost all the farm work is done by machines, which are immune to disease. Lockdowns therefore have only a small impact on farming.

Imagine a wheat field at the height of the Black Death. If you tell the farmhands to stay home at harvest time, you get starvation. If you tell the farmhands to come and harvest, they might infect one another. What to do?

Now imagine the same wheat field in 2020. A single GPS-guided combine can harvest the entire field with far greater efficiency — and with zero chance of infection. While in 1349 an average farmhand reaped about 5 bushels per day, in 2014 a combine set a record by harvesting 30,000 bushels in a day. Consequently Covid-19 had no significant impact on global production of staple crops such as wheat, maize and rice.

To feed people it is not enough to harvest grain. You also need to transport it, sometimes over thousands of kilometres. For most of history, trade was one of the main villains in the story of pandemics. Deadly pathogens moved around the world on merchant ships and long-distance caravans. For example, the Black Death hitchhiked from east Asia to the Middle East along the Silk Road, and it was Genoese merchant ships that then carried it to Europe. Trade posed such a deadly threat because every wagon needed a wagoner, dozens of sailors were required to operate even small seagoing vessels, and crowded ships and inns were hotbeds of disease.

Automation and the internet made extended lockdowns viable, at least in developed countries

In 2020, global trade could go on functioning more or less smoothly because it involved very few humans. A largely automated present-day container ship can carry more tons than the merchant fleet of an entire early modern kingdom. In 1582, the English merchant fleet had a total carrying capacity of 68,000 tons and required about 16,000 sailors. The container ship OOCL Hong Kong, christened in 2017, can carry some 200,000 tons while requiring a crew of only 22.

True, cruise ships with hundreds of tourists and aeroplanes full of passengers played a major role in the spread of Covid-19. But tourism and travel are not essential for trade. The tourists can stay at home and the business people can Zoom, while automated ghost ships and almost human-less trains keep the global economy moving. Whereas international tourism plummeted in 2020, the volume of global maritime trade declined by only 4 per cent.

Automation and digitalisation have had an even more profound impact on services. In 1918, it was unthinkable that offices, schools, courts or churches could continue functioning in lockdown. If students and teachers hunker down in their homes, how can you hold classes? Today we know the answer. The switch online has many drawbacks, not least the immense mental toll. It has also created previously unimaginable problems, such as lawyers appearing in court as cats . But the fact that it could be done at all is astounding.

In 1918, humanity inhabited only the physical world, and when the deadly flu virus swept through this world, humanity had no place to run. Today many of us inhabit two worlds — the physical and the virtual. When the coronavirus circulated through the physical world, many people shifted much of their lives to the virtual world, where the virus couldn’t follow.

Of course, humans are still physical beings, and not everything can be digitalised. The Covid year has highlighted the crucial role that many low-paid professions play in maintaining human civilisation: nurses, sanitation workers, truck drivers, cashiers, delivery people. It is often said that every civilisation is just three meals away from barbarism. In 2020, the delivery people were the thin red line holding civilisation together. They became our all-important lifelines to the physical world.

The internet holds on

As humanity automates, digitalises and shifts activities online, it exposes us to new dangers. One of the most remarkable things about the Covid year is that the internet didn’t break. If we suddenly increase the amount of traffic passing on a physical bridge, we can expect traffic jams, and perhaps even the collapse of the bridge. In 2020, schools, offices and churches shifted online almost overnight, but the internet held up.

We hardly stop to think about this, but we should. After 2020 we know that life can go on even when an entire country is in physical lockdown. Now try to imagine what happens if our digital infrastructure crashes.

Information technology has made us more resilient in the face of organic viruses, but it has also made us far more vulnerable to malware and cyber warfare. People often ask: “What’s the next Covid?” An attack on our digital infrastructure is a leading candidate. It took several months for coronavirus to spread through the world and infect millions of people. Our digital infrastructure might collapse in a single day. And whereas schools and offices could speedily shift online, how much time do you think it will take you to shift back from email to snail-mail?

What counts?

The Covid year has exposed an even more important limitation of our scientific and technological power. Science cannot replace politics. When we come to decide on policy, we have to take into account many interests and values, and since there is no scientific way to determine which interests and values are more important, there is no scientific way to decide what we should do.

For example, when deciding whether to impose a lockdown, it is not sufficient to ask: “How many people will fall sick with Covid-19 if we don’t impose the lockdown?”. We should also ask: “How many people will experience depression if we do impose a lockdown? How many people will suffer from bad nutrition? How many will miss school or lose their job? How many will be battered or murdered by their spouses?”

Even if all our data is accurate and reliable, we should always ask: “What do we count? Who decides what to count? How do we evaluate the numbers against each other?” This is a political rather than scientific task. It is politicians who should balance the medical, economic and social considerations and come up with a comprehensive policy.

About the photography

The images accompanying this piece are taken from Coronavirus Rhapsody , a collaboration between photographers Rafael Heygster and Helena Lea Manhartsberger

Similarly, engineers are creating new digital platforms that help us function in lockdown, and new surveillance tools that help us break the chains of infection. But digitalisation and surveillance jeopardise our privacy and open the way for the emergence of unprecedented totalitarian regimes. In 2020, mass surveillance has become both more legitimate and more common. Fighting the epidemic is important, but is it worth destroying our freedom in the process? It is the job of politicians rather than engineers to find the right balance between useful surveillance and dystopian nightmares.

Three basic rules can go a long way in protecting us from digital dictatorships, even in a time of plague. First, whenever you collect data on people — especially on what is happening inside their own bodies — this data should be used to help these people rather than to manipulate, control or harm them. My personal physician knows many extremely private things about me. I am OK with it, because I trust my physician to use this data for my benefit. My physician shouldn’t sell this data to any corporation or political party. It should be the same with any kind of “pandemic surveillance authority” we might establish.

Second, surveillance must always go both ways. If surveillance goes only from top to bottom, this is the high road to dictatorship. So whenever you increase surveillance of individuals, you should simultaneously increase surveillance of the government and big corporations too. For example, in the present crisis governments are distributing enormous amounts of money. The process of allocating funds should be made more transparent. As a citizen, I want to easily see who gets what, and who decided where the money goes. I want to make sure that the money goes to businesses that really need it rather than to a big corporation whose owners are friends with a minister. If the government says it is too complicated to establish such a monitoring system in the midst of a pandemic, don’t believe it. If it is not too complicated to start monitoring what you do — it is not too complicated to start monitoring what the government does.

Third, never allow too much data to be concentrated in any one place. Not during the epidemic, and not when it is over. A data monopoly is a recipe for dictatorship. So if we collect biometric data on people to stop the pandemic, this should be done by an independent health authority rather than by the police. And the resulting data should be kept separate from other data silos of government ministries and big corporations. Sure, it will create redundancies and inefficiencies. But inefficiency is a feature, not a bug. You want to prevent the rise of digital dictatorship? Keep things at least a bit inefficient.

Over to the politicians

The unprecedented scientific and technological successes of 2020 didn’t solve the Covid-19 crisis. They turned the epidemic from a natural calamity into a political dilemma. When the Black Death killed millions, nobody expected much from the kings and emperors. About a third of all English people died during the first wave of the Black Death, but this did not cause King Edward III of England to lose his throne. It was clearly beyond the power of rulers to stop the epidemic, so nobody blamed them for failure.

But today humankind has the scientific tools to stop Covid-19. Several countries, from Vietnam to Australia, proved that even without a vaccine, the available tools can halt the epidemic. These tools, however, have a high economic and social price. We can beat the virus — but we aren’t sure we are willing to pay the cost of victory. That’s why the scientific achievements have placed an enormous responsibility on the shoulders of politicians.

It is the job of politicians rather than engineers to find the right balance between useful surveillance and dystopian nightmares

Unfortunately, too many politicians have failed to live up to this responsibility. For example, the populist presidents of the US and Brazil played down the danger, refused to heed experts and peddled conspiracy theories instead. They didn’t come up with a sound federal plan of action and sabotaged attempts by state and municipal authorities to halt the epidemic. The negligence and irresponsibility of the Trump and Bolsonaro administrations have resulted in hundreds of thousands of preventable deaths.

In the UK, the government seems initially to have been more preoccupied with Brexit than with Covid-19. For all its isolationist policies, the Johnson administration failed to isolate Britain from the one thing that really mattered: the virus. My home country of Israel has also suffered from political mismanagement. As is the case with Taiwan, New Zealand and Cyprus, Israel is in effect an “island country”, with closed borders and only one main entry gate — Ben Gurion Airport. However, at the height of the pandemic the Netanyahu government has allowed travellers to pass through the airport without quarantine or even proper screening and has neglected to enforce its own lockdown policies.

Both Israel and the UK have subsequently been in the forefront of rolling out the vaccines, but their early misjudgments cost them dearly. In Britain, the pandemic has claimed the lives of 120,000 people, placing it sixth in the world in average mortality rates. Meanwhile, Israel has the seventh highest average confirmed case rate, and to counter the disaster it resorted to a “ vaccines for data ” deal with the American corporation Pfizer. Pfizer agreed to provide Israel with enough vaccines for the entire population, in exchange for huge amounts of valuable data, raising concerns about privacy and data monopoly, and demonstrating that citizens’ data is now one of the most valuable state assets.

While some countries performed much better, humanity as a whole has so far failed to contain the pandemic, or to devise a global plan to defeat the virus. The early months of 2020 were like watching an accident in slow motion. Modern communication made it possible for people all over the world to see in real time the images first from Wuhan, then from Italy, then from more and more countries — but no global leadership emerged to stop the catastrophe from engulfing the world. The tools have been there, but all too often the political wisdom has been missing.

Foreigners to the rescue

One reason for the gap between scientific success and political failure is that scientists co-operated globally, whereas politicians tended to feud. Working under much stress and uncertainty, scientists throughout the world freely shared information and relied on the findings and insights of one another. Many important research projects were conducted by international teams. For example, one key study that demonstrated the efficacy of lockdown measures was conducted jointly by researchers from nine institutions — one in the UK, three in China, and five in the US.

In contrast, politicians have failed to form an international alliance against the virus and to agree on a global plan. The world’s two leading superpowers, the US and China, have accused each other of withholding vital information, of disseminating disinformation and conspiracy theories, and even of deliberately spreading the virus. Numerous other countries have apparently falsified or withheld data about the progress of the pandemic.

The lack of global co-operation manifests itself not just in these information wars, but even more so in conflicts over scarce medical equipment. While there have been many instances of collaboration and generosity, no serious attempt was made to pool all the available resources, streamline global production and ensure equitable distribution of supplies. In particular, “ vaccine nationalism ” creates a new kind of global inequality between countries that are able to vaccinate their population and countries that aren’t.

It is sad to see that many fail to understand a simple fact about this pandemic: as long as the virus continues to spread anywhere, no country can feel truly safe. Suppose Israel or the UK succeeds in eradicating the virus within its own borders, but the virus continues to spread among hundreds of millions of people in India, Brazil or South Africa. A new mutation in some remote Brazilian town might make the vaccine ineffective, and result in a new wave of infection.

In the present emergency, appeals to mere altruism will probably not override national interests. However, in the present emergency, global co-operation isn’t altruism. It is essential for ensuring the national interest.

Anti-virus for the world

Arguments about what happened in 2020 will reverberate for many years. But people of all political camps should agree on at least three main lessons.

First, we need to safeguard our digital infrastructure. It has been our salvation during this pandemic, but it could soon be the source of an even worse disaster.

Second, each country should invest more in its public health system. This seems self-evident, but politicians and voters sometimes succeed in ignoring the most obvious lesson.

Third, we should establish a powerful global system to monitor and prevent pandemics. In the age-old war between humans and pathogens, the frontline passes through the body of each and every human being. If this line is breached anywhere on the planet, it puts all of us in danger. Even the richest people in the most developed countries have a personal interest to protect the poorest people in the least developed countries. If a new virus jumps from a bat to a human in a poor village in some remote jungle, within a few days that virus can take a walk down Wall Street.

The skeleton of such a global anti-plague system already exists in the shape of the World Health Organization and several other institutions. But the budgets supporting this system are meagre, and it has almost no political teeth. We need to give this system some political clout and a lot more money, so that it won’t be entirely dependent on the whims of self-serving politicians. As noted earlier, I don’t believe that unelected experts should be tasked with making crucial policy decisions. That should remain the preserve of politicians. But some kind of independent global health authority would be the ideal platform for compiling medical data, monitoring potential hazards, raising alarms and directing research and development.

Many people fear that Covid-19 marks the beginning of a wave of new pandemics. But if the above lessons are implemented, the shock of Covid-19 might actually result in pandemics becoming less common. Humankind cannot prevent the appearance of new pathogens. This is a natural evolutionary process that has been going on for billions of years, and will continue in the future too. But today humankind does have the knowledge and tools necessary to prevent a new pathogen from spreading and becoming a pandemic.

If Covid-19 nevertheless continues to spread in 2021 and kill millions, or if an even more deadly pandemic hits humankind in 2030, this will be neither an uncontrollable natural calamity nor a punishment from God. It will be a human failure and — more precisely — a political failure.

Yuval Noah Harari is author of ‘ Sapiens ’, ‘ Homo Deus ’, ‘ 21 Lessons for the 21st Century ’ and ‘Sapiens: A Graphic History’.

Copyright © Yuval Noah Harari 2021

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What readers have to say about long Covid, FDA and diversity, and more

By Patrick Skerrett June 29, 2024

F irst Opinion is STAT’s platform for interesting, illuminating, and maybe even provocative articles about the life sciences writ large, written by biotech insiders, health care workers, researchers, and others.

To encourage robust, good-faith discussion about issues raised in First Opinion essays, STAT publishes selected Letters to the Editor received in response to them. You can submit a Letter to the Editor here , or find the submission form at the end of any First Opinion essay.

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“Long Covid feels like a gun to my head,” by Rachel Hall-Clifford

As someone living with chronic illness, I just want to a) applaud the author and everyone else out there who continues surviving and fighting for answers about long Covid and other post-viral syndromes and b) want to provide a bit of a public service announcement:

It’s well known amongst the community of people living with postural orthostatic tachycardia syndrome (POTS) at this juncture that long Covid is largely a trauma/virus induced dysfunction of the autonomic nervous system (aka dysautonomia), specifically POTS. Many of us have lived with the symptoms of “long Covid” long before there was Covid. Folks genetically predisposed to autoimmunity and other precursors to POTS were extremely likely triggered by the coronavirus. It pains me that this is still not common knowledge for sufferers. Please seek out help from a POTS specialist and continue digging into your underlying condition, when you have the energy, so that you can eventually regain a fuller life. It’s not easy and takes a tremendous amount of time and will. But it will be worth it. Be as well as possible!

— Sandra Ivanov

“FDA: Don’t rush publishing your diversity guidance plan. Take your time and do it right,” by Tamei Elliott and Maria Vassileva

“Equity” in clinical trial participation doesn’t mean that trials “look like America,” but rather that they “look like the therapeutic population.” But it’s got to be more than just about clinical trial participants. What’s equally important is that we must also expand diversity in clinical trial designers, recruiters, principal investigators, FDA review teams, and advisory committee members — and not just patient representatives. This isn’t the end, it is only the beginning, and the goal mustn’t be diversity for diversity’s sake, but to facilitate better trials leading to better data, better agency reviews, better and more precise labeling, resulting in and better patient options and outcomes.

— Peter Pitts, Center for Medicine in the Public Interest

“AI and rural health care: A paradigm shift in America’s heartland,” by Bill Gassen

I found some of AI’s potential cures misleading. While the article states AI does not save clinician time reducing cognitive burden, the burden of responding to patients is not lifted by text prompts. And those fully transcribed clinical encounters have to be fully reviewed. Without knowing the why of higher rates of later-stage cancers, risk calculators and reminders may not deliver on their supposed promise. Much of what AI promises is to repair the unintended consequences of the last great idea, electronic health records.

Can AI make inroads into the disparities of care for our rural citizens? Perhaps. But this, like many other articles, is more about vested interests looking at the newest shiny object that promises to “move fast, break things, and apologize later.”

— Charles Dinerstein, American Council on Science and Health

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The Knotty Death of the Necktie

Not long ago, on a Times podcast, Paul Krugman breezily announced (and if we can’t trust Paul Krugman in a breezy mood, whom can we trust?) that, though it’s hard to summarize the economic consequences of the pandemic with certainty, one sure thing is that it killed off ties. He meant not the strong social ties beloved of psychologists, nor the weak ties beloved of sociologists, nor even the railroad ties that once unified a nation. No, he meant, simply, neckties—the long, colored bands of fabric that men once tied around their collars before going to work or out to dinner or, really, to any kind of semi-formal occasion. Zoom meetings and remote work had sealed their fate, and Krugman gave no assurance that they would ever come back.

Actual facts—and that near-relation of actual facts, widely distributed images—seem to confirm this view. Between 1995 and 2008, necktie sales plummeted from more than a billion dollars to less than seven hundred million, and, if a fashion historian on NPR is to be believed (and if you can’t believe NPR . . . ), ties are now “reserved for the most formal events—for weddings, for graduations, job interviews.” Post-pandemic, there is no sign of a necktie recovery: a now famous photograph from the 2022 G-7 summit shows the group’s leaders, seven men, all in open collars, making them look weirdly ready for a slightly senescent remake of “The Hangover.” As surely as the famous, supposedly hatless Inauguration of John F. Kennedy was said to have been the end of the hat , and Clark Gable’s bare chest in “It Happened One Night” was said to have been the end of the undershirt, the pandemic has been the end of the necktie.

Such truths are always at best half-truths. Sudden appearances and disappearances tend to reflect deeper trends, and, when something ends abruptly, it often means it was already ending, slowly. (Even the dinosaurs, a current line of thinking now runs, were extinguished by that asteroid only after having been diminished for millennia by volcanoes.) In “ Hatless Jack ,” a fine and entertaining book published several years ago, the Chicago newspaperman Neil Steinberg demonstrated that the tale of Kennedy’s killing off the hat was wildly overstated. The hat had been on its way out for a while, and Jack’s hatless Inauguration wasn’t, in any case, actually hatless: he wore a top hat on his way to the ceremony but removed it before making his remarks. Doubtless the same was true of the undershirt that Gable didn’t have on. They were already starting to feel like encumbrances, which might explain why Gable didn’t wear one. And so with the necktie. Already diminishing in ubiquity by the Obama years, it needed only a single strong push to fall into the abyss.

Fashion seems particularly susceptible to such fables of origin and dissolution, though some of them turn out to be true: Babe Paley, in a rush, in legend, does seem to have knotted her Hermès scarf around her handbag, and, voilà, every other woman at, or wanting to be at, La Côte Basque soon did the same. Similarly, the necktie began its journey to dominance in seventeenth-century France , when the recruitment of Croatian soldiers, whose uniform included a distinctive knotted scarf, sparked a new trend at the court of Louis XIV. (The term “ la cravate ” comes from “Croat.”) For the next couple of centuries, the space around men’s throats was host to a bewildering array of cravats, stocks, scarves, kerchiefs, solitaires, jabots, and the style that eventually came to be called the ascot. What we now think of as the necktie—cut on the bias, made of three or four pieces of fabric, and faced with a lining—was actually a fairly recent, and local, invention, that of a New York schmatte tradesman named Jesse Langsdorf . What we call “ties” generically are, specifically, Langsdorf ties.

The Langsdorf necktie that emerged early in the twentieth century was, to be sure, hideously uncomfortable. (It is no accident that a necktie party was a grotesque nickname for a hanging.) Their constriction made them perhaps the masculine counterpart of the yet more uncomfortable fashion regime—high heels—forced upon women. On occasion, of course, a woman might wear a tie, too, as a daring appropriation of fixed ideas of masculinity. Marlene Dietrich was photographed regularly , in the thirties, in tailored men’s suits and club ties (one particularly splendid wide polka dot stands out), but this seemed an expression not so much of what we now call gender fluidity but of perfect gender switching—a passage from one neat cubbyhole to the next.

For all the necktie’s absurdity, it deserves a moment of mourning. It was the last remaining bit of plumage in male attire and an important vestige of dandyism—an aesthetic that, contrary to what people think, was anything but gaudy. Though Beau Brummell’s name has become oddly synonymous with masculine display, in truth he was intent on curbing the overelaborate fopperies of the eighteenth century. Insisting on elegance without ornament, a perfection of line achieved through attention to tailoring and fit, he ushered in the reign of gray which still determines much of men’s formal wear. The one flourish permitted in Brummell’s frock-coat ensemble was the cravat, perfectly tied. (A visitor once encountered Brummell’s valet emerging from his rooms carrying a tray of crumpled cravats and explaining, “These, Sir, are our failures!”) Similarly, the most famously fashionable man I have ever known wore only gray double-breasted suits to any even remotely formal occasion—which included opening nights at the theatre—and regarded even a black suit as a faux pas. (“It’s what a waiter wears.”) But he luxuriated in polka-dot silk ties from Sulka and Charvet, billowing and gleaming.

The art historian Kenneth Clark writes in his autobiography of how, in the nineteen-thirties, when he was the director of the National Gallery in London, he endured a staff rebellion that almost unseated him from the office. When an insurgent colleague was asked for instances of what he had done wrong, “the only concrete fact that my colleague could think of was that he objected to my neckties.” Clark, to his credit, recognized the rationality of this objection. “Neckties, albeit to a lesser degree than hats, are symbolic and almost the last things that link us to the display rituals of birds. . . . So my frustrated colleague’s answer was quite justifiable by Warburgian standards.”

By “Warburgian standards,” Clark meant the standards on symbolism created by the great, mad art historian Aby Warburg . Warburg wrought a revolution in the study of visual communication, high and low alike, by insisting that symbols are the beating heart of style. The meaningful attributes of a visual display—the gown on a Renaissance nymph or the necktie on a middle-aged man—had been handed down by mysterious but durable traditions that filled permanent human needs. We all “stand on middle ground between magic and logos, and their instrument of orientation is the symbol,” Warburg wrote. One sees at a glance the utter applicability of this formula to the necktie: The logic of the suit is balanced against the magic of the tie. The two together become symbolic: the gray or blue jacket reminds us of a common class background; the distinctive pattern of the tie orients us toward the wearer’s unique identity.

That identity can be individual but also communal, as with the club tie, a genre that proliferated much of the twentieth century to denote membership of clubs, schools, universities, regiments, sports teams, Masonic lodges, choral societies—the list is endless. It registered as what might be called a stealth uniform. Emblazoned with emblems of the club or, more often, just its colors in diagonal stripes, such a tie was a kind of code that spoke only to those in possession of it. To others, the pattern of stripes would seem merely a pattern of stripes. Yet, over the years, the club tie, in best Warburgian fashion, set itself free from denoting a particular organization. If you ask for a club tie in most menswear stores you won’t be asked which club; you’ll be shown a rack of ties whose stripes and faded colors have come to connote the idea of clubbiness, the concept of élite belonging.

Examine any now unused collection of ties, and you will find that they are full of tightly compressed meanings—once instantly significant to the spectator of the time and still occultly visible now. Not only the specific meanings of club membership but also the broader semiotics of style. In any vintage closet, there are likely to be knitted neckties that still reside within the eighties style of “American Gigolo”—which, believe it or not, helped bring Armani to America . The knit tie meant Italy, sports cars, daring, and a slight edge of the criminal. There are probably ties from Liberty of London—beautiful, flowered-print ties whose aesthetic ultimately derives from the Arts and Crafts movement, with its insistence on making the surfaces of modern life as intricate and complexly ornamental as a medieval tapestry or Pre-Raphaelite painting. If the closet is old enough, its ties will show a whole social history of the pallid fifties turning into the ambivalent sixties turning into the florid seventies. The New Yorker cartoonist Charles Saxon captured these transitions as they occurred, in a career that can be seen as a dazzling study of ties and their meanings. The neatly knotted ties of Cheeveresque commuters give way in the early seventies to the ever-broadening ties of advertising men, flags they waved to show off their desire to simultaneously woo the counterculture and keep out of it.

The tie could sometimes get so compressed in its significance as to lose its witty, stealthy character and become overly and unambiguously “loaded.” There is no better story of suicide-by-semiotics than that of the rise and death of the bow tie, which, beginning in the nineteen-eighties, became so single-mindedly knotted up with neoconservatism, in the estimable hands of George Will, that to wear one was to declare oneself a youngish fogy, a reader of the National Review , and a skeptic of big government. The wider shores of bow-tie-dom—the dashing, jaunty, self-mocking P. G. Wodehouse side of them—receded, and were lost. It became impossible to wear a bow tie and vote Democratic.

Fortunately, there is still one redoubt of the necktie in Manhattan. It is the tiny store called Seigo on upper Madison Avenue, where Seigo Katsuragawa presides in impeccable elegance over the last remaining harvest of perfect handmade silk ties: club ties, Liberty ties, plus cummerbunds and ascots and all the secondary paraphernalia of the lost kingdom of the decorated neck. Katsuragawa presents his wares in neat, folded array, a bandbox of small ribbons of fictive identity. (He has perhaps the best taste of any retailer on Madison Avenue—exquisitely curated jazz, particularly the music of Bill Evans and Cannonball Adderley, plays in the background of his store throughout the day.) He explains to a visitor, in a cautious, rhythmically halting English, still heavily accented after a half century in America, that the existence of the store and its beautiful handiwork depend—with an irony one could not invent—on the previous disappearance of another legendary garment, the kimono.

“Fewer and fewer kimonos being worn in Japan!” he explains. “This means that the silk manufacturers had less and less customers.” The silk mills of Kyoto, in business for centuries making kimonos, were eager for a new market. Seigo, as he prefers to be called, began to design ties and purchase silks. All of his ties are woven in Kyoto and then hand-sewn in a mill outside Tokyo. He produces them in limited editions, usually eight per color at a time.

For years, Seigo’s work was essentially wholesale, with him as the middleman between the Japanese silk-makers and big stores: Nordstrom, Paul Stuart, and the like. But the tie market shrank and shrivelled, until now it is enough only for the environs of his tiny store. Occasionally, a club will demand a new club tie—the Union Club has their ties made by him—and, he admits, when pressed, that various department stores, with limited tie resources, send customers. But, for the most part, he depends on the regular visits of the last tie-wearers. “I feel this is almost”—he paused to find words neither too conceited nor inaccurate—“a . . . well, a public service. Fewer and fewer ties in the world, and so few of those are beautiful. I’m not trying to make big money out of this. I’m officially a senior citizen. I get Social Security, so I don’t have to.” He’s retired already from the rat race, and, though he has no immediate plan to retire, he surely will, eventually. Then what will become of the Manhattan tie?

Of course, the human appetite for display will never end, and, so, as the concentrated symbolism of the necktie evaporates, the rest of our clothes must carry its messages. The purposes of Warburgian pattern have now spread everywhere: to the cut of your jogging pants and the choice of your sneakers and, well, the cock of your snook. Where once the necktie blazoned out a specific identity from the general background of tailored gray, now everything counts. The most obvious successor garment to the necktie is the baseball cap, which declares its owner’s identity and affiliation not with some tantalizing occult pattern but the painful unsubtlety of actual text—the club named on the cap.

Of course, there are no true extinctions in fashion—no volcano that once it has gone off cannot be recuperated and relit, no asteroid whose course cannot be diverted. Fashion is made of soft goods—things in every sense, malleable. Just as the undershirt disappeared until Tony Soprano suddenly emerged wearing one week after week, wooing even Miss Reykjavik with his retro New Jersey style, so the hat was gone until the Williamsburg hipsters brought it back. And, just as surely, some new incarnation of the London Mod is doubtless already looking in the mirror and tightening the knot at his neck. Indeed, the one public figure still identified with a tie is the Tony Soprano of politics, the orange man himself, who wears his ill-tied and over-long red banner as a reminder of . . . well, of something. In the meantime, we will cling to our closeted ties, old and new, and wait for an occasion sufficiently formal to call them forth in public, enduring the discomfort round our necks for the sake of that narrow vertical column of meaning that amplifies our heartbeat, our singular identity. If no one else notices, Mr. Seigo will. ♦

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• DOI: 10.1007/s11227-024-06295-3
• Corpus ID: 270720209

A cognitive effective framework for analysis, monitoring and identifying variant of coronavirus disease

• Sapna Kumari , Harpreet Kaur , Prabal Gupta
• Published in Journal of Supercomputing 24 June 2024
• Medicine, Computer Science

29 References

Prediction framework on early urine infection in iot–fog environment using xgboost ensemble model, machine learning for fog computing: review, opportunities and a fog application classifier and scheduler, covid-19 anomaly detection and classification method based on supervised machine learning of chest x-ray images, cov-snet: a deep learning model for x-ray-based covid-19 classification, a novel iot-fog-cloud-based healthcare system for monitoring and preventing encephalitis, iot-fog-cloud model for anomaly detection using improved naïve bayes and principal component analysis, iot‐fog‐cloud based architecture for smart systems: prototypes of autism and covid‐19 monitoring systems, an iot-based framework for early identification and monitoring of covid-19 cases, automated detection and quantification of covid-19 pneumonia: ct imaging analysis by a deep learning-based software, classification of the covid-19 infected patients using densenet201 based deep transfer learning, related papers.

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