The main purpose of the Journal of Educational Psychology ® is to publish original, primary psychological research pertaining to education across all ages and educational levels. A secondary purpose of the journal is the occasional publication of exceptionally important meta-analysis articles that are pertinent to educational psychology. Please note, the journal does not typically publish reliability and validity studies of specific tests or assessment instruments.
Disclaimer: APA and the editors of Journal of Educational Psychology assume no responsibility for statements and opinions advanced by the authors of its articles
Journal of Educational Psychology supports equity, diversity, and inclusion (EDI) in its practices. More information on these initiatives is available under EDI Efforts .
The APA Journals Program is committed to publishing transparent, rigorous research; improving reproducibility in science; and aiding research discovery. Open science practices vary per editor discretion. View the initiatives implemented by this journal .
Each issue of Journal of Educational Psychology will honor one accepted manuscript per issue by selecting it as an “ Editor’s Choice ” paper. Selection is based on the discretion of the editor if the paper offers an unusually large potential impact to the field and/or elevates an important future direction for science.
Explore journal highlights : free article summaries, editor interviews and editorials, journal awards, mentorship opportunities, and more.
Prior to submission, please carefully read and follow the submission guidelines detailed below. Manuscripts that do not conform to the submission guidelines may be returned without review.
To submit to the editorial office of Panayiota Kendeou, please submit manuscripts electronically through the Manuscript Submission Portal in Microsoft Word (.docx) or LaTex (.tex) as a zip file with an accompanied Portable Document Format (.pdf) of the manuscript file.
Prepare manuscripts according to the Publication Manual of the American Psychological Association using the 7 th edition. Manuscripts may be copyedited for bias-free language (see Chapter 5 of the Publication Manual ). APA Style and Grammar Guidelines for the 7 th edition are available.
The Journal of Educational Psychology publishes direct replications. Submissions should include “A Replication of XX Study” in the subtitle of the manuscript as well as in the abstract.
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Panayiota Kendeou, PhD, editor University of Minnesota
General correspondence may be directed to the editor's office .
In addition to addresses and phone numbers, please supply email addresses, as most communications will be by email. Fax numbers, if available, should also be provided for potential use by the editorial office and later by the production office.
The Journal of Educational Psychology ® is now using a software system to screen submitted content for similarity with other published content. The system compares the initial version of each submitted manuscript against a database of 40+ million scholarly documents, as well as content appearing on the open web. This allows APA to check submissions for potential overlap with material previously published in scholarly journals (e.g., lifted or republished material).
APA endorses the Transparency and Openness Promotion (TOP) Guidelines by a community working group in conjunction with the Center for Open Science ( Nosek et al. 2015 ). As outlined in Dr. Panayiota Kendeou's inaugural editorial ( Kendeou, 2021 ), empirical research, including meta-analyses, submitted to the Journal of Educational Psychology must meet the “disclosure” level for all eight aspects of research planning and reporting. Authors should include a subsection in the method section titled “Transparency and Openness.” This subsection should detail the efforts the authors have made to comply with the TOP guidelines. For example:
Data, materials, and code
Authors must state whether data and study materials are posted to a trusted repository and, if so, how to access them. Recommended repositories include APA’s repository on the Open Science Framework (OSF), or authors can access a full list of other recommended repositories . Trusted repositories adhere to policies that make data discoverable, accessible, usable, and preserved for the long term. Trusted repositories also assign unique and persistent identifiers.
In a subsection titled "Transparency and Openness" at the end of the Method section, specify whether and where the data and material will be available or include a statement noting that they are not available. For submissions with quantitative or simulation analytic methods, state whether the study analysis code is posted to a trusted repository, and, if so, how to access it.
For example:
Preregistration of studies and specific hypotheses can be a useful tool for making strong theoretical claims. Likewise, preregistration of analysis plans can be useful for distinguishing confirmatory and exploratory analyses. Investigators are encouraged to preregister their studies and analysis plans prior to conducting the research via a publicly accessible registry system (e.g., OSF , ClinicalTrials.gov, or other trial registries in the WHO Registry Network).
There are many available templates; for example, APA, the British Psychological Society, and the German Psychological Society partnered with the Leibniz Institute for Psychology and Center for Open Science to create Preregistration Standards for Quantitative Research in Psychology (Bosnjak et al., 2022).
We recognize that there may be good reasons to change the analysis plan after it has been preregistered, and thus encourage authors to do so when appropriate so long as all changes are clearly and transparently disclosed in the manuscript.
Articles must state whether or not any work was preregistered and, if so, where to access the preregistration. If any aspect of the study is preregistered, include the registry link in the method section.
Starting in 2020, articles are eligible for open science badges recognizing publicly available data, materials, and/or preregistration plans and analyses. These badges are awarded on a self-disclosure basis .
Applying for open science badges is optional.
At submission, authors must confirm that criteria have been fulfilled in a signed badge disclosure form (PDF, 33KB) that must be submitted as supplemental material. If all criteria are met as confirmed by the editor, the form will then be published with the article as supplemental material.
Authors should also note their eligibility for the badge(s) in the cover letter.
For all badges, items must be made available on an open-access repository with a persistent identifier in a format that is time-stamped, immutable, and permanent. For the preregistered badge, this is an institutional registration system.
Data and materials must be made available under an open license allowing others to copy, share, and use the data, with attribution and copyright as applicable.
Available badges are:
The journal now also invites submission of Registered Reports. We are particularly interested in Registered Reports for intervention studies and secondary data analyses. Registered reports require a two-stage review process. You can find specific instructions for submitting Registered Reports online (PDF, 247KB) .
Stage 1 is the submission of the registration, so-called Stage 1 manuscript. This is a partial manuscript that includes introduction, theoretical framework, rationale for the study, hypotheses, experimental design, and methods (including an analysis plan). The partial manuscript will be reviewed for significance, theoretical framework, methodological approach, and analysis plan.
If the Stage 1 Registered Report manuscript receives an “in-principal acceptance (IPA)” it means that the study has the potential to be published if is performed exactly as proposed (also including the proposed statistical evaluation) regardless of the outcome of the study. After this stage and before data collection begins the study is pre-registered (e.g., through the Registered Report tools from OSF ).
In Stage 2, the full paper undergoes a second peer-review process, checking if the study protocol was implemented and if the reasons for potential changes were acceptable. Nevertheless, a rejection is still possible, namely if the study’s execution and analysis diverged too much from the proposed study design and/or the manuscript is low quality. The refinement of the discussion and conclusions may still require further revision, but the process will be expedited.
The APA Publication Manual ( 7th ed. ) , which stipulates that "authorship encompasses…not only persons who do the writing but also those who have made substantial scientific contributions to a study." In the spirit of transparency and openness, the journal has adopted the Contributor Roles Taxonomy (CRediT) to describe each author's individual contributions to the work. CRediT offers authors the opportunity to share an accurate and detailed description of their diverse contributions to a manuscript.
Submitting authors will be asked to identify the contributions of all authors at initial submission according to the CRediT taxonomy. If the manuscript is accepted for publication, the CRediT designations will be published as an author contributions statement in the author note of the final article. All authors should have reviewed and agreed to their individual contribution(s) before submission.
CRediT includes 14 contributor roles, as described below:
Authors can claim credit for more than one contributor role, and the same role can be attributed to more than one author. Not all roles will be applicable to any particular scholarly work.
Double-space your manuscript. Other formatting instructions, as well as instructions on preparing tables, figures, references, metrics, and abstracts, appear in the Publication Manual . Additional guidance on APA Style is available on the APA Style website .
The journal has adopted a policy of masked review for all submissions, which means that the identities of both authors and reviewers are masked. The cover letter should include all authors' names and institutional affiliations. The first page of text should omit this information but should include the title of the manuscript and the date it is submitted.
Every effort should be made to see that the manuscript itself contains no clues to the authors' identity, including grant numbers, names of institutions providing IRB approval, self-citations, and links to online repositories for data, materials, code, or preregistrations (e.g., Create a View-only Link for a Project ). Authors should never use first person (I, my, we, our) when referring to a study conducted by the author(s) or when doing so reveals the authors' identities, e.g., "in our previous work, Johnson et al., 1998 reported that…" Instead, references to the authors' work should be in third person, e.g., "Johnson et al. (1998) reported that…."
Please note that if you include masked references in your manuscript, the editor requests that you identify these references in your cover letter, so that the editors can see which articles are being referenced in your submission.
Include the title of the manuscript along with all authors' names and institutional affiliations in the cover letter. The first page of the manuscript should omit the authors' names and affiliations, but should include the title of the manuscript and the date it is submitted.
Manuscripts should generally not exceed 12,000 words (approximately 40 double-spaced pages in 12-point Times New Roman font), not including references, tables, figures, and appendixes. Editors may return manuscripts longer than 12,000 words for revision if they think the paper is too long. This will involve asking the authors to shorten the paper and return it as a new submission.
Adequate description of participants and measures are critical to the science and practice of educational psychology; this allows readers to assess the results, determine generalizability of findings, and make comparisons in replications, extensions, literature reviews, or secondary data analyses. Authors should see guidelines for participants and measures (including reliability and validity evidence) in the Publication Manual .
Appropriate indexes of effect size or strength of relationship should be incorporated in the results section of the manuscript (refer of the Publication Manual ). Information that allows the reader to assess not only the significance but also the magnitude of the observed effects or relationships clarifies the importance of the findings.
All manuscripts must include an abstract containing a maximum of 250 words typed on a separate page. After the abstract, please supply up to five keywords or brief phrases.
Authors are encouraged to consult the APA Journal Article Reporting Standards (JARS) for quantitative, qualitative, and mixed methods research. Updated in 2018, the standards offer ways to improve transparency in reporting to ensure that readers have the information necessary to evaluate the quality of the research and to facilitate collaboration and replication.
The new JARS:
The journal also encourages the use of the 21-word statement, reporting (1) how the sample size was determined, (2) all data exclusions, (3) all manipulations, and (4) all study measures. See Simmons, Nelson, & Simonsohn (2012) for details; include the following statement in the method section:
List references in alphabetical order. Each listed reference should be cited in text, and each text citation should be listed in the references section.
Examples of basic reference formats:
McCauley, S. M., & Christiansen, M. H. (2019). Language learning as language use: A cross-linguistic model of child language development. Psychological Review , 126 (1), 1–51. https://doi.org/10.1037/rev0000126
Brown, L. S. (2018). Feminist therapy (2nd ed.). American Psychological Association. https://doi.org/10.1037/0000092-000
Balsam, K. F., Martell, C. R., Jones. K. P., & Safren, S. A. (2019). Affirmative cognitive behavior therapy with sexual and gender minority people. In G. Y. Iwamasa & P. A. Hays (Eds.), Culturally responsive cognitive behavior therapy: Practice and supervision (2nd ed., pp. 287–314). American Psychological Association. https://doi.org/10.1037/0000119-012
Alegria, M., Jackson, J. S., Kessler, R. C., & Takeuchi, D. (2016). Collaborative Psychiatric Epidemiology Surveys (CPES), 2001–2003 [Data set]. Inter-university Consortium for Political and Social Research. https://doi.org/10.3886/ICPSR20240.v8
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software , 36(3), 1–48. https://www.jstatsoft.org/v36/i03/
Wickham, H. et al., (2019). Welcome to the tidyverse. Journal of Open Source Software, 4 (43), 1686, https://doi.org/10.21105/joss.01686
All data, program code and other methods must be cited in the text and listed in the references section.
Use Word's Insert Table function when you create tables. Using spaces or tabs in your table will create problems when the table is typeset and may result in errors.
Preferred formats for graphics files are TIFF and JPG, and preferred format for vector-based files is EPS. Graphics downloaded or saved from web pages are not acceptable for publication. Multipanel figures (i.e., figures with parts labeled a, b, c, d, etc.) should be assembled into one file. When possible, please place symbol legends below the figure instead of to the side.
Line weights
APA offers authors the option to publish their figures online in color without the costs associated with print publication of color figures.
The same caption will appear on both the online (color) and print (black and white) versions. To ensure that the figure can be understood in both formats, authors should add alternative wording (e.g., “the red (dark gray) bars represent”) as needed.
For authors who prefer their figures to be published in color both in print and online, original color figures can be printed in color at the editor's and publisher's discretion provided the author agrees to pay:
We strongly encourage you to use MathType (third-party software) or Equation Editor 3.0 (built into pre-2007 versions of Word) to construct your equations, rather than the equation support that is built into Word 2007 and Word 2010. Equations composed with the built-in Word 2007/Word 2010 equation support are converted to low-resolution graphics when they enter the production process and must be rekeyed by the typesetter, which may introduce errors.
To construct your equations with MathType or Equation Editor 3.0:
Because altering computer code in any way (e.g., indents, line spacing, line breaks, page breaks) during the typesetting process could alter its meaning, we treat computer code differently from the rest of your article in our production process. To that end, we request separate files for computer code.
We request that runnable source code be included as supplemental material to the article. For more information, visit Supplementing Your Article With Online Material .
If you would like to include code in the text of your published manuscript, please submit a separate file with your code exactly as you want it to appear, using Courier New font with a type size of 8 points. We will make an image of each segment of code in your article that exceeds 40 characters in length. (Shorter snippets of code that appear in text will be typeset in Courier New and run in with the rest of the text.) If an appendix contains a mix of code and explanatory text, please submit a file that contains the entire appendix, with the code keyed in 8-point Courier New.
APA can place supplemental materials online, available via the published article in the PsycArticles® database. Please see Supplementing Your Article With Online Material for more details.
Please submit a short statement of 2–3 sentences, entitled "Educational impact and implications statement." It should be inserted after the abstract on the revised manuscript file and should be written in plain English for the educated public. These statements should summarize the article's findings and why they are important. To be maximally useful, these statements should provide a bottom-line, take-home message that is accurate and easily understood. In addition, they should be able to be translated into media-appropriate statements for use in press releases and on social media (e.g., Twitter). Please refer to the Guidance for Translational Abstracts and Public Significance Statements page to help you write these statements.
Authors of accepted papers must obtain and provide to the editor on final acceptance all necessary permissions to reproduce in print and electronic form any copyrighted work, including test materials (or portions thereof), photographs, and other graphic images (including those used as stimuli in experiments).
On advice of counsel, APA may decline to publish any image whose copyright status is unknown.
Authors who feel that their manuscript may benefit from additional academic writing or language editing support prior to submission are encouraged to seek out such services at their host institutions, engage with colleagues and subject matter experts, and/or consider several vendors that offer discounts to APA authors . Please note that APA does not endorse or take responsibility for the service providers listed. It is strictly a referral service. Use of such service is not mandatory for publication in an APA journal. Use of one or more of these services does not guarantee selection for peer review, manuscript acceptance, or preference for publication in any APA journal.
For full details on publication policies, including use of Artificial Intelligence tools, please see APA Publishing Policies .
APA policy prohibits an author from submitting the same manuscript for concurrent consideration by two or more publications.
See also APA Journals® Internet Posting Guidelines .
APA requires authors to reveal any possible conflict of interest in the conduct and reporting of research (e.g., financial interests in a test or procedure, funding by pharmaceutical companies for drug research).
It is a violation of APA Ethical Principles to publish "as original data, data that have been previously published" (Standard 8.13).
On occasion it may be appropriate to publish several reports referring to the same database. The author should inform the editor at the time of submission about all previously published or submitted reports and their relation to the current submission, so the editor can judge if the article represents a new contribution. Readers also should be informed; the text of an article should cite other reports that used the same sample (or a subsample) or the same data and methods.
In addition, APA Ethical Principles specify that "after research results are published, psychologists do not withhold the data on which their conclusions are based from other competent professionals who seek to verify the substantive claims through reanalysis and who intend to use such data only for that purpose, provided that the confidentiality of the participants can be protected and unless legal rights concerning proprietary data preclude their release" (Standard 8.14).
APA expects authors to adhere to these standards. Specifically, APA expects authors to have their data available throughout the editorial review process and for at least 5 years after the date of publication.
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See APA’s Publishing Policies page for more information on publication policies, including information on author contributorship and responsibilities of authors, author name changes after publication, the use of generative artificial intelligence, funder information and conflict-of-interest disclosures, duplicate publication, data publication and reuse, and preprints.
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Panayiota Kendeou, PhD University of Minnesota, United States
Olusola Adesope, PhD Washington State University, United States
Daniel Ansari, PhD The University of Western Ontario, Canada
Jason Anthony, PhD University of South Florida, United States
Matthew L. Bernacki, PhD University of North Carolina at Chapel Hill, United States
Rebecca Collie, PhD University of New South Wales, Australia
Jill Fitzgerald, PhD The University of North Carolina at Chapel Hill, United States
Samuel Greiff, PhD University of Luxembourg, Luxembourg
Beth Kurtz-Costes, PhD The University of North Carolina at Chapel Hill, United States
Alexandra List, PhD Pennsylvania State University, United States
Doug Lombardi, PhD University of Maryland, United States
Jamaal Matthews, PhD University of Michigan, United States
Jeannette Mancilla-Martinez, EdD Vanderbilt University, United States
Matthew T. McCrudden, PhD Pennsylvania State University, United States
Kristen McMaster, PhD University of Minnesota, Twin Cities, United States
Krista Muis, PhD McGill University, Canada
Erika Patall, PhD University of Southern California, United States
Tobias Richter, DPhil Wurzburg University, Germany
Rod Roscoe, PhD Arizona State University Polytechnic, United States
Haley Vlach, PhD University of Wisconsin–Madison, United States
Jimena Cosso, PhD The Pennsylvania State University, United States
Vanessa W. Vongkulluksn, PhD University of Nevada Las Vegas, United States
Alyssa Emery, PhD Iowa State University, United States
Jackie Eunjung Relyea, PhD North Carolina State University, United States
Nigel Mantou Lou, PhD University of Victoria, Canada
Stephen Aguilar, PhD University of Southern California, United States
Patricia A. Alexander, PhD University of Maryland, United States
Laura Allen, PhD University of Minnesota, United States
Ariel Aloe, PhD University of Iowa, United States
Rui Alexandre Alves, PhD University of Porto, Portugal
Eric M. Anderman, PhD The Ohio State University, United States
David Aparisi, PhD University of Alicante, Spain
Shannon Audley, PhD Smith College, United States
Christine L. Bae, PhD Virginia Commonwealth University, United States
Drew Bailey, PhD University of California Irvine, United States
Christina Barbieri, PhD University of Delaware, United States
Marcia Barnes, PhD Vanderbilt University, United States
Sarit Barzilai, PhD University of Haifa, Israel
Adar Ben-Eliyahu, PhD University of Haifa, Israel
Sebastian Bergold, PhD TU Dortmund University, Germany
Gina Biancarosa, EdD University of Oregon, United States
Catherine Bohn-Gettler, PhD College of Saint Benedict/St. John's University, United States
Mimi Bong, PhD Korea University, South Korea
Geoffrey D. Borman, PhD University of Wisconsin–Madison, United States
Nigel Bosch, PhD University of Illinois Urbana-Champaign, United States
Keiko Bostwick, PhD University of New South Wales, Australia
Ryan P. Bowles, PhD Michigan State University, United States
Jason Braasch, PhD Georgia State University, United States
Lee Branum-Martin, PhD Georgia State University, United States
Ivar Bråten, PhD University of Oslo, Norway
Anne Britt, PhD Northern Illinois, United States
Okan Bulut, PhD University of Alberta, Canada
Irena Burić, PhD University of Zadar, Croatia
Emma Burns, PhD Macquarie University, Australia
Matthew Burns, PhD University of Missouri, United States
Fabrizio Butera, PhD University of Lausanne, Switzerland
Andrew Butler, PhD Washington University in St. Louis, United States
Jeffrey Bye, PhD University of Minnesota, United States
Christy Byrd, PhD North Carolina State University, United States
Maria Carlo, PhD University of South Florida, United States
Gina Cervetti, PhD Michigan State University, United States
Yi-Ling Cheng, PhD Kaohsiung Medical University, Taiwan
Jason A. Chen, PhD College of William & Mary, United States
Chia-Yi Chiu, PhD University of Minnesota, United States
Eunsoo Cho, PhD Michigan State University, United States
Jason Chow, PhD University of Maryland, United States
David Coker, EdD University of Delaware, United States
Donald Compton, PhD Florida State University, United States
Pierre Cormier, PhD Université de Moncton, Canada
Scotty D. Craig, PhD Arizona State University, United States
Jennifer G. Cromley, PhD University of Illinois at Urbana-Champaign, United States
Ting Dai, PhD University of Illinois Chicago, United States
Samantha Daley, EdD University of Rochester, United States
Lia Daniels, PhD University of Alberta, Canada
Bert De Smedt, PhD Katholieke Universiteit Leuven, Belgium
David DeLiema, PhD University of Minnesota, United States
Denis Dumas, PhD University of Georgia, United States
Alexa Ellis, PhD University of Alabama, United States
Logan Fiorella, PhD University of Georgia, United States
D. Jake Follmer, PhD West Virginia University, United States
Carlton Fong, PhD Texas State University, United States
Barbara R. Foorman, PhD Florida State University, United States
David Francis, PhD University of Houston, United States
Jan C. Frijters, PhD Brock University, Canada
Lynn S. Fuchs, PhD Vanderbilt University, United States
Emily R. Fyfe, PhD Indiana University, United States
David Galbraith, MC University of Southampton, United Kingdom
Dragan Gasevic, PhD Monash University, Australia
Hanna Gaspard, PhD Technische Universität Dortmund, Germany
Hunter Gehlbach, PhD John Hopkins University, United States
Amy Gillespie Rouse, PhD Southern Methodist University, United States
Susan R. Goldman, PhD University of Illinois, Chicago, United States
Arthur Graesser, PhD University of Memphis, United States
Steve Graham, PhD Arizona State University, United States
DeLeon L. Gray, PhD North Carolina State University, United States
Jeffrey Alan Greene, PhD University of North Carolina at Chapel Hill, United States
John T. Guthrie, PhD University of Maryland College Park, United States
Antonio P. Gutierrez de Blume, PhD Georgia Southern University, United States
Peter Halpin, PhD University of North Carolina at Chapel Hill, United States
Karen R. Harris, EdD Arizona State University, United States
Courtney Hattan, PhD University of North Carolina at Chapel Hill, United States
Michael A. Hebert, PhD University of California Irvine, United States
Paul R. Hernandez, PhD Texas A&M University, United States
Flaviu Adrian Hodis, PhD Victoria University of Wellington, New Zealand
HyeJin Hwang, PhD University of Minnesota, United States
Michelle Hurst, PhD Rutgers University, United States
Thormod Idsøe, PhD University of Oslo, Norway
Kalypso Iordanou, PhD University of Central Lancashire Cyprus, Cyprus
Allison Jeager, PhD Mississippi State University, United States
Marcus Johnson, PhD University of Cincinnati, United States
Nancy C. Jordan, EdD University of Delaware, United States
Avi Kaplan, PhD Temple University, United States
Sihui (Echo) Ke, PhD University of Kentucky, United States
Michael Kieffer, EdD New York University, United States
Carita Kiili, PhD Tampere University, Finland
Nana Kim, PhD University of Minnesota, United States
Yeo-eun Kim, PhD Florida State University, United States
Young-Suk Kim, PhD University of California Irvine, United States
Robert M. Klassen, PhD University of York, United Kingdom
Thilo Kleickmann, PhD Kiel University, Germany
Uta Klusmann, PhD Kiel University, Germany
Alison C. Koenka, PhD The University of Oklahoma, United States
Paulina Kulesz, PhD University of Houston, United States
Revathy Kumar, PhD University of Toledo, United States
Shelbi Kuhlmann, PhD University of Memphis, United States
Marko Lüftenegger, PhD University of Vienna, Austria
Karin Landerl, PhD University of Graz, Austria
Nicole Landi, PhD University of Connecticut, United States
Fani Lauermann, PhD Technische Univeristät Dortmund, Germany
Rebecca Lazarides, PhD University of Potsdam, Germany
Pui-Wa Lei, PhD Pennsylvania State University, United States
Erica Lembke, PhD University of Missouri, Columbia, United States
Xiaodong Lin, PhD Columbia University, United States
Tzu-Jung Lin, PhD The Ohio State University, United States
Lisa Linnenbrink- Garcia, PhD Michigan State University, United States
Nikki Lobczowski, PhD McGill University, Canada
Jessica Logan, PhD Vanderbilt University, United States
Francesca Lopez, PhD Pennsylvania State University, United States
David Lubinski, PhD Vanderbilt University, United States
Oliver Lüdtke, PhD Leibniz Institute for Science and Mathematics Education, Germany
Joseph P. Magliano, PhD Georgia State University, United States
Gwen C. Marchand, PhD University of Nevada, Las Vegas, United States
Scott Marley, PhD Arizona State University, United States
Jacob M. Marszalek, PhD University of Missouri–Kansas City, United States
Andrew J. Martin, PhD University of New South Wales, Australia
Lucia Mason, PhD Padova University, Italy
Richard E. Mayer, PhD University of California, Santa Barbara, United States
Catherine McBride, PhD Purdue University, United States
Kathryn McCarthy, PhD Georgia State University, United States
Leigh McLean, PhD University of Delaware, United States
David Miele, PhD Boston College, United States
Caitlin Mills, PhD University of Minnesota, United States
Katherine Muenks, PhD University of Texas at Austin, United States
P. Karen Murphy, PhD Pennsylvania State University, United States
Benjamin Nagengast, PhD University of Tübingen, Germany
Johannes Naumann, PhD University of Wuppertal, Germany
Kristie J. Newton, PhD Temple University, United States
Tuan D. Nguyen, PhD Kansas State University, United States
Christoph Niepel, PhD University of Luxembourg, Luxembourg
Nikos Ntoumanis, PhD University of Southern Denmark, Denmark
E. Michael Nussbaum, PhD University of Nevada, Las Vegas, United States
Fred Paas, PhD Erasmus University Rotterdam & University of Wollongong, the Netherlands
Steven Pan, PhD National University of Singapore, Singapore
Reinhard Pekrun, PhD University of Munich, Germany
Peng Peng, PhD University of Texas at Austin, United States
Eija Pakarinen, PhD University of Jyväskylä, Finland
Tony Perez, PhD Old Dominion University, United States
Yaacov Petscher, PhD Florida State University, United States
Stephen Peverly, PhD Columbia University, United States
Emily Phillips Galloway, EdD Vanderbilt University, United States
Shayne Piasta, PhD The Ohio State University, United States
Patrick Proctor, EdD Boston College, United States
Karen E. Rambo-Hernandez, PhD Texas A&M University, United States
Martina Rau, PhD University of Wisconsin–Madison, United States
Jenni Redifer, PhD Western Kentucky University, United States
Jackie Relyea, PhD North Carolina State University, United States
Gert Rijlaarsdam, PhD University of Amsterdam, the Netherlands
Greg Roberts, PhD University of Texas at Austin, United States
Kristy A. Robinson, PhD McGill University, Canada
Julian Roelle, PhD Ruhr University Bochum, Germany
Emily Rosenzweig, PhD University of Georgia, United States
Cary Roseth, PhD Michigan State University, United States
Teya Rutherford, PhD University of Delaware, United States
John Sabatini, PhD University of Memphis, United States
Lalo Salmerón, PhD University of Valencia, Spain
Tanya Santangelo, PhD Arcadia University, United States
Chris Schatschneider, PhD Florida State University, United States
Katharina Scheiter, PhD Leibniz-Institut für Wissensmedien, Germany
Ulrich Schiefele, PhD University of Potsdam, Germany
Jennifer A. Schmidt, PhD Michigan State University, United States
Sascha Schroeder, PhD University of Göttingen, Germany
Dale H. Schunk, PhD University of North Carolina at Greensboro, United States
Malte Schwinger, PhD Universität Marburg, Germany
Corwin Senko, PhD State University of New York at New Paltz, United States
Priti Shah, PhD University of Michigan, United States
Gale M. Sinatra, PhD University of Southern California, United States
Olivenne Skinner, PhD Wayne State University, United States
Benjamin Solomon, PhD University at Albany, United States
Susan Sonnenschein, PhD University of Maryland, Baltimore County, United States
Jörn Sparfeledt, PhD University of Saarbrucken, Germany
Elsbeth Stern, PhD Eidgenössische Technische Hochschule Zürich, Switzerland
H. Lee Swanson, PhD University of New Mexico, United States
Ian Thacker, PhD University of Texas–San Antonio, United States
Keith William Thiede, PhD Boise State University, United States
Theresa A. Thorkildsen, PhD University of Illinois Chicago, United States
Minna Torppa, PhD University of Jyväskylä, Finland
Gregory Trevors, PhD University of Southern Carolina, United States
Yuuko Uchikoshi, EdD University of California, Davis, United States
Timothy L. Urdan, PhD Santa Clara University, United States
Ellen L. Usher, PhD Mayo Clinic College of Medicine and Science, United States
Keisha Varma, PhD University of Minnesota, United States
Regina Vollmeyer, PhD Goethe-Universität, Germany
Vanessa Vongkulluksn, PhD University of Las Vegas–Nevada, United States
Zhenhong Wang, PhD Shaanxi Normal University, China
Zhe Wang, PhD Texas A&M University, United States
Jeanne Wansek, PhD Vanderbilt University, United States
Christopher A. Was, PhD Kent State University, United States
Kathryn Wentzel, PhD The University of Maryland, United States
Kay Wijekumar, PhD University of Texas, United States
Jeffrey Williams, PhD University of South Florida, United States
Joanna P. Williams, PhD Columbia University, United States
Joshua Wilson, PhD University of Delaware, United States
Phillip H. Winne, PhD Simon Fraser University, Canada
Kui Xie, PhD Michigan State University, United States
Christoph Zangger, PhD University of Bern, Switzerland
Matthew Zajic, PhD Columbia University, United States
Cristina D. Zepeda, PhD Vanderbilt University, United States
Haomin (Stanley) Zhang, PhD East China Normal University, China
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The Harvard Educational Review (HER) is a scholarly journal of opinion and research in education. The Editorial Board aims to publish pieces from interdisciplinary and wide-ranging fields that advance our understanding of educational theory, equity, and practice. HER encourages submissions from established and emerging scholars, as well as from practitioners working in the field of education. Since its founding in 1930, HER has been central to elevating pieces and debates that tackle various dimensions of educational justice, with circulation to researchers, policymakers, teachers, and administrators.
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2023-2024 Harvard Educational Review Editorial Board Members
Maya Alkateb-Chami Development and Partnerships Editor, 2023-2024 Editor, 2022-2024 [email protected]
Maya Alkateb-Chami is a PhD student at the Harvard Graduate School of Education. Her research focuses on the role of schooling in fostering just futures—specifically in relation to language of instruction policies in multilingual contexts and with a focus on epistemic injustice. Prior to starting doctoral studies, she was the Managing Director of Columbia University’s Human Rights Institute, where she supported and co-led a team of lawyers working to advance human rights through research, education, and advocacy. Prior to that, she was the Executive Director of Jusoor, a nonprofit organization that helps conflict-affected Syrian youth and children pursue their education in four countries. Alkateb-Chami is a Fulbright Scholar and UNESCO cultural heritage expert. She holds an MEd in Language and Literacy from Harvard University; an MSc in Education from Indiana University, Bloomington; and a BA in Political Science from Damascus University, and her research on arts-based youth empowerment won the annual Master’s Thesis Award of the U.S. Society for Education Through Art.
Jane Choi Editor, 2023-2025
Jane Choi is a second-year PhD student in Sociology with broad interests in culture, education, and inequality. Her research examines intra-racial and interracial boundaries in US educational contexts. She has researched legacy and first-generation students at Ivy League colleges, families served by Head Start and Early Head Start programs, and parents of pre-K and kindergarten-age children in the New York City School District. Previously, Jane worked as a Research Assistant in the Family Well-Being and Children’s Development policy area at MDRC and received a BA in Sociology from Columbia University.
Jeannette Garcia Coppersmith Content Editor, 2023-2024 Editor, 2022-2024 [email protected]
Jeannette Garcia Coppersmith is a fourth-year Education PhD student in the Human Development, Learning and Teaching concentration at the Harvard Graduate School of Education. A former public middle and high school mathematics teacher and department chair, she is interested in understanding the mechanisms that contribute to disparities in secondary mathematics education, particularly how teacher beliefs and biases intersect with the social-psychological processes and pedagogical choices involved in math teaching. Jeannette holds an EdM in Learning and Teaching from the Harvard Graduate School of Education where she studied as an Urban Scholar and a BA in Environmental Sciences from the University of California, Berkeley.
Ron Grady Editor, 2023-2025
Ron Grady is a second-year doctoral student in the Human Development, Learning, and Teaching concentration at the Harvard Graduate School of Education. His central curiosities involve the social worlds and peer cultures of young children, wondering how lived experience is both constructed within and revealed throughout play, the creation of art and narrative, and through interaction with/production of visual artifacts such as photography and film. Ron also works extensively with educators interested in developing and deepening practices rooted in reflection on, inquiry into, and translation of the social, emotional, and aesthetic aspects of their classroom ecosystems. Prior to his doctoral studies, Ron worked as a preschool teacher in New Orleans. He holds a MS in Early Childhood Education from the Erikson Institute and a BA in Psychology with Honors in Education from Stanford University.
Phoebe A. Grant-Robinson Editor, 2023-2024
Phoebe A. Grant-Robinson is a first year student in the Doctor of Education Leadership(EdLD) program at the Harvard Graduate School of Education. Her ultimate quest is to position all students as drivers of their destiny. Phoebe is passionate about early learning and literacy. She is committed to ensuring that districts and school leaders, have the necessary tools to create equitable learning organizations that facilitate the academic and social well-being of all students. Phoebe is particularly interested in the intersection of homeless students and literacy. Prior to her doctoral studies, Phoebe was a Special Education Instructional Specialist. Supporting a portfolio of more than thirty schools, she facilitated the rollout of New York City’s Special Education Reform. Phoebe also served as an elementary school principal. She holds a BS in Inclusive Education from Syracuse University, and an MS in Curriculum and Instruction from Pace University.
Pennie M. Gregory Editor, 2023-2024
Pennie M. Gregory is a second-year student in the Doctor of Education Leadership (EdLD) program at the Harvard Graduate School of Education. Pennie was born in Incheon, South Korea and raised in Gary, Indiana. She has decades of experience leading efforts to improve outcomes for students with disabilities first as a special education teacher and then as a school district special education administrator. Prior to her doctoral studies, Pennie helped to create Indiana’s first Aspiring Special Education Leadership Institute (ASELI) and served as its Director. She was also the Capacity Events Director for MelanatED Leaders, an organization created to support educational leaders of color in Indianapolis. Pennie has a unique perspective, having worked with members of the school community, with advocacy organizations, and supporting state special education leaders. Pennie holds an EdM in Education Leadership from Marian University.
Jennifer Ha Editor, 2023-2025
Jen Ha is a second-year PhD student in the Culture, Institutions, and Society concentration at the Harvard Graduate School of Education. Her research explores how high school students learn to write personal narratives for school applications, scholarships, and professional opportunities amidst changing landscapes in college access and admissions. Prior to doctoral studies, Jen served as the Coordinator of Public Humanities at Bard Graduate Center and worked in several roles organizing academic enrichment opportunities and supporting postsecondary planning for students in New Haven and New York City. Jen holds a BA in Humanities from Yale University, where she was an Education Studies Scholar.
Woohee Kim Editor, 2023-2025
Woohee Kim is a PhD student studying youth activists’ civic and pedagogical practices. She is a scholar-activist dedicated to creating spaces for pedagogies of resistance and transformative possibilities. Shaped by her activism and research across South Korea, the US, and the UK, Woohee seeks to interrogate how educational spaces are shaped as cultural and political sites and reshaped by activists as sites of struggle. She hopes to continue exploring the intersections of education, knowledge, power, and resistance.
Catherine E. Pitcher Editor, 2023-2025
Catherine is a second-year doctoral student at Harvard Graduate School of Education in the Culture, Institutions, and Society program. She has over 10 years of experience in education in the US in roles that range from special education teacher to instructional coach to department head to educational game designer. She started working in Palestine in 2017, first teaching, and then designing and implementing educational programming. Currently, she is working on research to understand how Palestinian youth think about and build their futures and continues to lead programming in the West Bank, Gaza, and East Jerusalem. She holds an EdM from Harvard in International Education Policy.
Elizabeth Salinas Editor, 2023-2025
Elizabeth Salinas is a doctoral student in the Education Policy and Program Evaluation concentration at HGSE. She is interested in the intersection of higher education and the social safety net and hopes to examine policies that address basic needs insecurity among college students. Before her doctoral studies, Liz was a research director at a public policy consulting firm. There, she supported government, education, and philanthropy leaders by conducting and translating research into clear and actionable information. Previously, Liz served as a high school physics teacher in her hometown in Texas and as a STEM outreach program director at her alma mater. She currently sits on the Board of Directors at Leadership Enterprise for a Diverse America, a nonprofit organization working to diversify the leadership pipeline in the United States. Liz holds a bachelor’s degree in civil engineering from the Massachusetts Institute of Technology and a master’s degree in higher education from the Harvard Graduate School of Education.
Caroline Tucker Co-Chair, 2023-2024 Editor, 2022-2024 [email protected]
Caroline Tucker is a fourth-year doctoral student in the Culture, Institutions, and Society concentration at the Harvard Graduate School of Education. Her research focuses on the history and organizational dynamics of women’s colleges as women gained entry into the professions and coeducation took root in the United States. She is also a research assistant for the Harvard and the Legacy of Slavery Initiative’s Subcommittee on Curriculum and the editorial assistant for Into Practice, the pedagogy newsletter distributed by Harvard University’s Office of the Vice Provost for Advances in Learning. Prior to her doctoral studies, Caroline served as an American politics and English teaching fellow in London and worked in college advising. Caroline holds a BA in History from Princeton University, an MA in the Social Sciences from the University of Chicago, and an EdM in Higher Education from the Harvard Graduate School of Education.
Kemeyawi Q. Wahpepah Co-Chair, 2023-2024 Editor, 2022-2024 [email protected]
Kemeyawi Q. Wahpepah (Kickapoo, Sac & Fox) is a fourth-year doctoral student in the Culture, Institutions, and Society concentration at the Harvard Graduate School of Education. Their research explores how settler colonialism is addressed in K-12 history and social studies classrooms in the United States. Prior to their doctoral studies, Kemeyawi taught middle and high school English and history for eleven years in Boston and New York City. They hold an MS in Middle Childhood Education from Hunter College and an AB in Social Studies from Harvard University.
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Answer: As a generalist scholarly journal, HER publishes on a wide range of topics within the field of education and related disciplines. We receive many articles that deserve publication, but due to the restrictions of print publication, we are only able to publish very few in the journal. The originality and import of the findings, as well as the accessibility of a piece to HER’s interdisciplinary, international audience which includes education practitioners, are key criteria in determining if an article will be selected for publication.
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This bibliometric study critically analyses 293 journal articles from the Scopus database, charting the trajectory of educational technology in primary and elementary education from 1986 to 2023. While limited to practical applications within primary or elementary contexts and excluding various scholarly work forms, the research unveils crucial insights. A significant uptick in publications during 2008–2016 and 2018–2023 highlights the growing importance and incorporation of digital technologies in early education. The analysis identifies recurrent themes like teacher education, game-based learning, and collaborative learning, pointing towards future research directions. The study also notes underexplored areas, including technology's role in specific subjects, ethical student engagement, gender and disability dynamics, and contributions from African contexts. It advocates for increased international collaboration, with a focus on partnerships with predominant Chinese institutions. Despite its limitations, this paper is foundational for future research, offering a roadmap for a nuanced understanding of technology's impact on young learners' educational experiences and outcomes globally.
The role and impact of technologies on teaching and learning are indispensable, as emphasized by various studies [ 1 , 2 ]. The inception of educational technology may be traced back to the 1920s when radios were initially introduced into schools [ 3 ]. Throughout the years, several technologies have been introduced. These technological advancements include the adoption of overhead projectors in the 1930s, the utilization of videotapes and projectors in the 1950s, the gradual incorporation of mainframes and mini-frame computers into certain elementary school classrooms in the 1960s, the introduction of handheld calculators in the 1970s, the emergence of the first personal computers like laptops in the 1980s, and the subsequent introduction of the internet, smartboards, and interactive whiteboards in the 1990s [ 4 ]. The continuous progress of technology in educational environments has continually pushed the boundaries of learning to unprecedented levels.
In contemporary society, technology-assisted education is increasingly crucial [ 5 ], expanding the scope of teaching and learning activities beyond traditional environments [ 6 ]. Educational technologies facilitate the creation of teaching and learning opportunities for all, supporting student learning, teaching, and assessment [ 7 ]. Research on technology use in education has become a vibrant field [ 8 ], with a particular focus by some scholars on the use of educational technology at the primary and elementary levels.
Although there have been bibliometric reviews on educational technology (e.g. Refs. [ [9] , [10] , [11] , [12] ]), a review concentrating specifically on studies at the primary or elementary level is absent. Hence, a need for this review. The study by Chen et al. [ 9 ] was a bibliometric analysis of the publications published by the “British Journal of Educational Technology” from 1971 to 2018, while Phillips and Ologun [ 10 ] conducted a bibliometric review of the current literature in learning analytics in relation to educational technologies. Also, Chen et al. [ 11 ] used the bibliometric technique to analyse the trend in education technology research in a top-ranked called “Journal Computers & Education”, while Elra Perdima et al. [ 12 ] present a bibliometric review of SCOPUS-indexed journal articles on educational technology in physical education learning. This review is important in that while educational technologies continue to revolutionise teaching and learning [ 13 ], the landscape of the studies that have been done on these technologies at the primary or elementary level of education, to the best of our knowledge appears to be an area that has not been brought to the fore. Hence, this review will bring to the fore what has been explored by scholars and propose other areas that scholars can consider by way of future research.
Literature within a specific research field is often reviewed using bibliometrics [ 14 , 15 ], an analytical technique that applies mathematical and statistical methods to the analysis of academic publications [ 16 ]. For instance, Chen et al. [ 9 ] undertook a bibliometric analysis of 3710 publications indexed in the Web of Science and published in the British Journal of Educational Technology from 1971 to 2018. Phillips and Ozogul [ 10 ], as well as Chen et al. [ 11 ], conducted similar analyses on learning analytics in educational technologies and a 40-year period of the Computers and Education journal articles, respectively. Additionally, Perdima et al. [ 12 ] analysed journal articles in the Scopus database related to educational technology in physical education. However, none of these reviews addressed studies on educational technology at the primary or elementary education level.
Bibliometric analysis proves useful in assessing and evaluating scholarly research output [ 17 ], identifying prominent researchers, establishing frameworks for assessing advancements, creating measures to evaluate scholarly output, identifying trending research topics, and generating valuable insights to guide future research [ 18 ]. It has been extensively used to overview research across various topics and disciplines, including but not limited to digital marketing (Krashen et al., 2021 [ 19 ]), digital technologies in healthcare [ 20 , 21 ], digital platforms in public administration [ 22 ], social media in tourism [ [23] , [24] , [25] ], artificial intelligence in supply chain management (Riahi [ 26 , 27 ], smart technologies in urban planning [ 28 ], and financial technologies [ 29 ].
A thorough review of journal articles pertaining to educational technologies in primary or elementary education will offer insights into the development and status of technology in education at these levels. Such a review can encapsulate the status and trajectory of educational technology during the formative years of child development, addressing the following research questions.
With the advent of technology-assisted education becoming more crucial in the contemporary educational landscape [ 5 ], it is imperative to understand its application and impact, especially in primary and elementary education, where foundational learning and development occur. The study aims to fill a gap in the existing literature by concentrating on educational technology at primary and elementary levels—a focus area often overlooked in previous bibliometric reviews (e.g., Refs. [ [9] , [10] , [11] , [12] ]. Through employing bibliometric analysis, the study not only evaluates and assesses scholarly output but also identifies influential researchers, trending topics, and provides valuable insights to guide future research in the field, building on the work of past scholars [ 17 , 18 ].
The remainder of the article is structured as follows: Section two outlines the methodology, detailing the search procedures employed to identify literature pertinent to educational technology in primary or elementary school education. Section three unveils the results, while section four engages in a discussion of these findings and underscores potential thematic areas warranting future research. Lastly, section five presents conclusions and suggests prospective directions for future research on educational technologies within primary or elementary educational contexts.
This study adopted a bibliometric analysis technique. Bibliometric analysis enables researchers to understand a particular subject's research status and trend [ 11 ].
To access and evaluate the volume of work in the topical area without imposing a time constraint, this review did not define a specific time scope. It confined its topical scope to scholarly articles that examined “educational technology” OR “educational technologies” in conjunction with “primary school,” “primary education,” “elementary school,” or “elementary education.” The inclusion of studies on “primary education,” “elementary school,” or “elementary education” helped ascertain the depth of research focusing on the adoption and utilization of educational technologies at the primary or elementary level of education. The review exclusively considered publications indexed by Scopus, a database commonly employed for research reviews [ 30 , 31 ]. Although the Web of Science (WoS) is frequently used for research reviews, recent scholarly findings suggest that Scopus may be a superior option due to its extensive coverage of relevant journals, particularly for research reviews in social science, business, and management [ 31 , 32 ].
The search criteria were designed to exclude books, book chapters, reviews, and conference papers not published in English, with the rationale that relying solely on peer-reviewed journal articles would yield more consistent and reliable results. Moreover, the search intentionally omitted journals focusing exclusively on post-primary or elementary education. Table 1 outlines the inclusion and exclusion criteria, along with the keywords used to select papers for this review.
Inclusion and exclusion criteria.
Search Target | Inclusion | Exclusion | Comment |
---|---|---|---|
Time Period | From inception | Not applicable | The objective was to identify the trajectory of the discipline from the onset of scholarly discourse till date (August 2023) |
Subject area | Social sciences, humanities and arts, mathematics, business and management, and psychology | Engineering, computer sciences, biological sciences, environmental sciences, geography and spatial systems, land and natural resources | We aim to focus more on social sciences, humanities and arts, mathematics, business and management, and psychology. Moreover, publications in engineering, computer sciences, biological sciences, environmental sciences, geography and spatial systems, and land and natural resources focus more on higher-level education. |
Language | English only | Non-English languages (Chinese, German, Spanish, French, Portuguese) | English is the language that the authors understand |
Document Stage and Type | Only published (Final) Journal articles | Editorials, doctoral dissertations, master's theses, textbooks, letters, erratum, literature reviews, review papers, reports, letters (to the editor), commentaries, feature articles and studies, and articles- in press | Journal articles contain the most rigorous and high-quality research [ ]. They are often subjected to more rigorous peer review [ ] than conference proceedings, books, book chapters, reviews, editorials, and doctoral theses. |
Keywords | “Educational technology” OR “educational technologies” AND “primary school” OR “primary education” OR “elementary school” OR “elementary education”. | Journals focusing on post-primary or elementary education | Our study aims to analyse publications on educational technologies in primary or elementary education. |
In this review, we adopted the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) standards while conducting systematic research reviews. The PRISMA framework outlines the procedures for documenting research documents' identification in systematic reviews (see Fig. 1 ). Our investigation aimed to ascertain the complete compilation of Scopus-indexed journal articles.
PRISMA flow diagram on the identification and screening of sources.
The Scopus search resulted in 715 journal articles published from inception to date (August 2023). Subsequently, we employed Scopus filters to exclude 360 extraneous documents, encompassing editorials, comments, conference papers, reviews, books, and book reviews. Further, we carefully examined the remaining journal articles, paying close attention to their titles and, when necessary, their abstracts to determine their relevance to the current review. This thorough analysis led to a final database of 293 articles, as illustrated in Fig. 1 .
We stored the 293 eligible bibliographic records acquired from Scopus in a CSV file. This study utilized bibliometric analysis through Biblioshiny, an open-source bibliometric program available in RStudio [ 36 , 37 ]. Biblioshiny holds an advantage over other bibliometric tools as it provides a comprehensive array of statistical techniques and visualizations. This extensive toolset allows for an effective analysis of performance and facilitates the conceptual mapping of the study topic [ 38 ].
This section presents the results of the bibliometric analysis. The presentation of the results is organized around the four research questions.
Table 2 shows the main information regarding educational technology research at the primary school level. The findings show that publications began in 1989 (34 years ago) with an annual growth rate of 7.59, suggesting that an average of 7 papers are published each year, with 823 keywords used by authors to describe the discourse on the subject matter.
Main information.
Description | Results |
---|---|
Timespan | 1986:2023 |
Sources (Journals) | 121 |
Documents | 293 |
Annual Growth Rate % | 7.59 |
Document Average Age | 8.21 |
Average citations per doc | 24.49 |
Keywords Plus (ID) | 603 |
Author's Keywords (DE) | 823 |
Authors | 767 |
Authors of single-authored docs | 55 |
Single-authored docs | 60 |
Co-Authors per Doc | 2.91 |
International co-authorships % | 15.7 |
Article | 293 |
Fig. 2 presents a line chart depicting the annual publication trajectory of articles on educational technologies in primary or elementary school education.
Yearly growth trajectory of articles.
The growth trajectory indicates that, of the 293 articles published over 34 years, the majority are concentrated within the last 15 years (2008–2023). Notably, 2013 saw the highest number of publications, followed closely by 2022 with 26 papers, and both 2020 and 2011 with 24 papers each. This distribution highlights an escalating interest among researchers in this pivotal research area, providing valuable insights for educators. However, 2017 marked a low point, with only four papers, appearing as an outlier in this distribution. Interestingly, before the noticeable increase in publications from 2008 onwards, the year 2003 previously held the record for the most publications, with four papers. It is also crucial to acknowledge a publication drought in the years 1987, 1988, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 2000, and 2004, spanning 13 years. Therefore, the data suggests that the first 22 years (1989–2007) saw relatively fewer publications since records began, while the subsequent 15 years experienced a surge in research interest on the topic. This upsurge in publications can be interpreted as a reflection of the growing importance and integration of digital technologies in early education in more recent years. Furthermore, this trend may also signify a broader recognition within the academic and educational communities of the importance of empirically studying the implications, applications, and effectiveness of technology-enhanced learning during the early years of education.
Table 3 showcases the 20 most impactful journal publication outlets. This was determined by the impact (h-index). As noted by Norris and Oppenheim [ 39 ], the h-index, which takes into account both the productivity and citation impact of publications, is a valuable metric for identifying key sources in a specific research domain. Hence, the importance of a source should not solely be assessed based on its productivity; the number of citations it garners also plays a crucial role in establishing its significance [ 40 ]. According to the findings, “Educational Technology” leads in the number of publications, followed by the “Turkish Online Journal of Educational Technology” and “Computers in Education”. However, “Educational Technology and Society” tops the list as the most impactful outlet due to having the highest number of publications. Interestingly, “Computers and Education” secures the second spot in terms of impact, despite being the third most productive outlet, while the “Turkish Online Journal of Educational Technology” is the third most impactful and second most productive. The discrepancy in the ranking positions based on productivity and impact (h-index) can be explained by the variations in the number of citations received by each journal.
Most impactful journal publication outlets.
Element | h_index | Total Citations | Number of Publications |
---|---|---|---|
Educational Technology and Society | 22 | 1792 | 50 |
Computers and Education | 18 | 1423 | 20 |
Turkish Online Journal of Educational Technology | 14 | 691 | 42 |
British Journal of Educational Technology | 11 | 575 | 17 |
Australasian Journal of Educational Technology | 5 | 165 | 5 |
Education and Information Technologies | 5 | 70 | 8 |
Computers in The Schools | 4 | 92 | 5 |
Computers in Human Behavior | 3 | 305 | 3 |
Comunicar | 3 | 103 | 3 |
International Journal of Emerging Technologies in Learning | 3 | 32 | 4 |
Techtrends | 3 | 132 | 3 |
Education Sciences | 2 | 23 | 2 |
Educational Technology Research and Development | 2 | 83 | 2 |
Frontiers in Education | 2 | 14 | 5 |
Frontiers in Psychology | 2 | 10 | 3 |
International Journal of Artificial Intelligence in Education | 2 | 32 | 2 |
Journal of Autism and Developmental Disorders | 2 | 44 | 2 |
Journal of Computer-Assisted Learning | 2 | 14 | 2 |
Kuram Ve Uygulamada Egitim Bilimleri | 2 | 29 | 2 |
World Journal on Educational Technology: Current Issues | 2 | 6 | 4 |
ACM Transactions on Computing Education | 1 | 31 | 1 |
Table 4 displays the top 20 authors based on their impact (h-index), which includes the total number of publications (TC), with Hwang G-J leading with nine papers, followed by Tsai C-C with six papers, and Hung C-M with five papers. In terms of impact, Hwang G-J stands out as the most impactful author, boasting an h-index of 9. This indicates that Hwang G-J has authored nine papers, each receiving at least nine citations (TC), contributing to a total of at least 81 citations. Following him are Hung C-M and Tsai C-C, each with an h-index of 5. This suggests that both authors have penned five papers that have garnered at least five citations each, resulting in a minimum of 25 citations per author. Additionally, Lee C-Y and Liu EZ-F each hold an h-index of 4, with each having authored four papers that have attracted at least four citations, totalling a minimum of 16 citations per author.
Most impactful Authors.
Element | h_index | Total Citations | Number of Publications |
---|---|---|---|
Hwang G-J | 9 | 896 | 9 |
Hung C-M | 5 | 440 | 5 |
Tsai C-C | 5 | 795 | 6 |
Lee C-Y | 4 | 57 | 4 |
Liu EZ-F | 4 | 99 | 4 |
Chai CS | 3 | 351 | 3 |
Chen Y-L | 3 | 144 | 3 |
Huang I | 3 | 264 | 3 |
Lin Y-C | 3 | 176 | 3 |
Vanderlinde R | 3 | 99 | 3 |
Wong L-H | 3 | 55 | 3 |
Abd Rahim N | 2 | 11 | 2 |
Abrami Pc | 2 | 36 | 2 |
Anastasiades PS | 2 | 41 | 2 |
Atabek O | 2 | 9 | 2 |
Bose K | 2 | 29 | 2 |
Byker EJ | 2 | 26 | 2 |
Chang I-H | 2 | 85 | 2 |
Chang K-E | 2 | 40 | 2 |
Chao P-Y | 2 | 228 | 2 |
The findings reveal that 299 institutions across 54 countries have contributed to the 293 publications included in this review. Fig. 3 visually presents the geographic distribution of the top 19 countries demonstrating significant productivity. China stands out as the top contributor with 68 articles, followed closely by Turkey with 24 articles. The USA holds the third position, contributing 22 papers to the field.
Most contributing countries.
When examining collaborations on publications, it is evident that there is a higher frequency of collaborations among authors within the same country (Single-Country Publications or SCP) compared to collaborations between authors from different countries (Multi-Country Publications or MCP). China leads in the count of single-country publications, with Turkey and the USA following suit. While China also dominates in multi-country publications, it is noteworthy that all Turkish contributions come from authors residing in Turkey, indicating no international collaborations. Singapore is the next prolific contributor in terms of MCPs, with three publications, followed by the United Kingdom, Spain, and Italy, each with two MCPs.
Fig. 4 illustrates the countries with the most citations, with China leading significantly with 3056 citations. This number is approximately six times the citation counts of the USA and Singapore, which are the second and third most-cited countries, respectively. This disparity not only highlights China's active publication record but also indicates that the papers originating from China are highly valued and frequently referenced by scholars, underscoring China's influential role in shaping understanding in this research area.
Most cited countries.
Table 5 , from an institutional viewpoint, highlights the top 20 most productive institutions based on the number of articles produced. National Central University leads with 21 articles. Followed by National Taiwan Normal University with 19 articles, and National Taiwan University of Science and Technology with 16 articles. Notably, all these institutions are in China. Further examination of Table 5 reveals that the majority of the significant contributing institutions are based in China, which is consistent with the finding that China is the leading country contributing to research on educational technologies in primary or elementary education.
Most contributing institutions.
Affiliation | Country | Articles |
---|---|---|
National Central University | China | 21 |
National Taiwan Normal University | China | 19 |
National Taiwan University of Science and Technology | China | 16 |
Nanyang Technological University | Singapore | 11 |
Ghent University | Belgian | 7 |
Korkyt Ata Kyzylorda University | Kazakhstan | 7 |
Rosetta Stone Inc. | USA | 7 |
The University of Hong Kong | Hong Kong | 7 |
Federal University of Rio Grande Do Norte | Brazil | 6 |
International Hellenic University | Greece | 6 |
Istanbul University | Turkey | 6 |
Monash University | Australia | 6 |
National Dong Hwa University | China | 6 |
National Pingtung University of Science and Technology | China | 6 |
National Taipei University of Education | China | 6 |
Complutense University of Madrid | Spain | 5 |
Concordia University | Canada | 5 |
Edith Cowan University | Australia | 5 |
National Cheng Kung University | China | 5 |
National Chiayi University | China | 5 |
Table 6 displays the top 20 documents that have garnered the most citations in this study. The document with the highest citation count is by Lee and Tsai [ 41 ], with a total of 338 citations. Their study aimed to develop a framework to comprehend teachers' Technological Pedagogical Content Knowledge-Web (TPCK-W) in the context of integrating Web technology into pedagogical practices. This high citation count suggests a substantial interest from scholars in understanding teachers’ pedagogical practices with the integration of TPCK-W.
Most cited articles (first 20 articles).
Paper | Title and Source | Focus | Total Citations |
---|---|---|---|
Lee and Tsa [ ] | “Exploring teachers' perceived self-efficacy and technological pedagogical content knowledge with respect to educational use of the World Wide Web”. | Pedagogy | 338 |
Chai et al. [ ] | “Modeling primary school pre-service teachers' Technological Pedagogical Content Knowledge (TPACK) for meaningful learning with information and communication technology (ICT)”. , | Pedagogy | 250 |
Hasler et al. [ ] | “Learner control, cognitive load and instructional animation”. | Learning pace | 233 |
Chang et al. [ ] | “Exploring the possibility of using humanoid robots as instructional tools for teaching a second language in primary school”. | Assistive robots | 224 |
Hwang et al. [ ] | “A concept map approach to developing collaborative Mindtools for context‐aware ubiquitous learning”. | Ubiquitous learning | 204 |
Chang and Hwang [ ] | “Impacts of an augmented reality-based flipped learning guiding approach on students' scientific project performance and perceptions”. | Augmented reality | 202 |
Domingo and Garganté [ ] | “Exploring the use of educational technology in primary education: Teachers' perception of mobile technology learning impacts and applications' use in the classroom”. | Impact of technology on learning | 179 |
Fridin [ ] | “Storytelling by a kindergarten social assistive robot: A tool for constructive learning in preschool education”. | Assistive robots | 173 |
Chu [ ] | “Potential negative effects of mobile learning on students' learning achievement and cognitive load—A format assessment perspective”. | Negative impact of technology on students' learning | 173 |
Hung et al. [ ] | “A project-based digital storytelling approach for improving students' learning motivation, problem-solving competence and learning achievement”. | Digital storytelling | 172 |
Liu et al. [ ] | Outdoor natural science learning with an RFID-supported immersive ubiquitous learning environment. | Ubiquitous learning | 146 |
Jang and Tsai [ ] | Exploring the TPACK of Taiwanese elementary mathematics and science teachers with respect to use of interactive whiteboards. | Pedagogy | 145 |
Yien et al. [ ] | “A game-based learning approach to improving students' learning achievements in a Nutrition course”. | Game-based learning | 119 |
Cejka et al. [ ] | Kindergarten robotics: Using robotics to motivate math, science, and engineering literacy in elementary school. | Assistive robots | 114 |
Cheng and Tsai [ ] | “A case study of immersive virtual field trips in an elementary classroom: Students' learning experience and teacher-student interaction behaviors”. | Virtual field trips | 104 |
McClanahan et al. [ ] | “A breakthrough for Josh: How use of an iPad facilitated reading improvement”. | Impact of technology on learning | 100 |
Segers and Verhoeven [ ] | “Multimedia support of early literacy learning”. | Impact of technology on learning | 97 |
Woo et al. [ ] | Using a wiki to scaffold primary-school students' collaborative writing. | Impact of technology on learning | 93 |
Chin et al. [ ] | “Impact of using an educational robot-based learning system on students' motivation in elementary education”. | Assistive robots | 90 |
Koh et al. [ ] | “Demographic factors, TPACK constructs, and teachers' perceptions of constructivist-oriented TPACK”. | Pedagogy | 88 |
The second most-cited document is a study by Chai et al. [ 42 ]. The study has received a total of 250 citations. In the study, they examined the construct validity of a TPACK framework among Singaporean primary school pre-service teachers, focusing on the pedagogical approaches utilized during a 12-week ICT course. This study is essential for scholars looking to understand the implementation of TPACK in pre-service teacher education.
The third most cited paper, which has received 233 citations, was authored by Hasler et al. [ 43 ]. Their study explored the impact of learner-controlled pacing on instructional efficiency in educational animations. They investigated the use of audio-visual computer animations and narration-only presentations as teaching aids for primary school students. This paper is crucial for educators and researchers interested in the efficacy of different instructional methods and tools in primary education.
Out of the 293 articles analysed in this study, only four were identified as focusing explicitly on persons with disabilities, while two were dedicated to addressing gender issues. Table 7 lists the aforementioned papers that engage with disability and gender issues in detail. The studies echo that discernible gender differences exist in the interaction with educational technologies, necessitating tailored educational approaches to engage all students effectively. Educational technologies, particularly those incorporating visual and interactive elements and peer tutoring systems, have proven beneficial in supporting students with disabilities, with teachers playing a pivotal role in the successful implementation of these technology-based interventions.
Articles that discuss disability and gender issues.
Category | Paper | Title and Source | Focus & Country | Findings |
---|---|---|---|---|
Gender | Huang et al. [ ] | “Gender differences in the reading of e-books: Investigating children's attitudes, reading behaviors and outcomes”. | Impact of E-book use among boys and girls – China | While girls primarily skimmed while reading, they outscored boys on retrieval tests. Although personalized reading technologies in education, such as reading e-books with IELS, tend to reduce the gender gap in technology adaptation, this work shows that gender differences are still significant in children's e-book reading. |
Shibazaki and Marshall [ ] | “Gender differences in computer-and instrumental-based musical composition”. | England (UK) | Youngsters exhibited an understanding of the benefits and drawbacks associated with utilizing computers for musical composition. | |
Disability | Ratcliff and Anderson [ ] | “Reviving the turtle: Exploring the use of logo with students with mild disabilities”. | Use of Logo in Learning by Students with Mild Disabilities. – USA | The curiosity of the students were engaged by a traditional iteration of Logo. The aforementioned resource served as a valuable means of engaging students in interactive challenges and problem-solving activities, fostering a sense of accomplishment, internal motivation, pleasure, and a sense of personal investment in the learning process. The method of surmounting challenges encountered during programming activities using Logo holds particular advantages for students with minor disabilities. |
Yakubova et al. [ ] | “Learning with technology: Video modelling with concrete–representational–abstract (CRA) sequencing for students with autism spectrum disorder”. | Examines the effectiveness of a video modelling intervention with concrete–representational–abstract instructional sequence in teaching mathematics concepts to students with autism spectrum disorder (ASD). – USA | Students maintained their response accuracy at a 3-week follow-up assessment for all skills, indicating the efficacy of the technology-based intervention (i.e., point-of-view video modelling instruction with CRA instructional sequence) used in this study. | |
Ledbetter-Cho et al. [ ] | “The effects of a teacher-implemented video-enhanced activity schedule intervention on the mathematical skills and collateral behaviours of students with autism”. | The study evaluates the effects of a teacher-implemented video-schedule intervention on the mathematical skills and untargeted challenging behaviors of five elementary school students with autism. – USA | Participants' academic performance improved and their levels of difficult behaviors and stereotypy decreased after the intervention was implemented, suggesting that the program was successful. The fact that students were able to apply their newfound knowledge to new types of academic difficulties and in new contexts like working in small groups demonstrates the efficacy of this technology-based intervention. | |
Tsuei [ ] | “Mathematics synchronous peer tutoring system for students with learning disabilities”. | The study developed and explored the impact of a synchronous peer tutoring system, which integrated a structured peer tutoring strategy with technological advances, for students with learning disabilities (LD). – China | The findings suggested that the proposed system could help kids with LD learn mathematics more effectively, particularly conceptual and application mathematics. Mathematical proficiency on conceptual issues also increased for students with LD. Students' ability to tutor one another and grasp mathematical concepts throughout the online activities was greatly improved thanks to the math objects offered by the synchronous peer tutoring system, as shown by the results. |
Fig. 5 presents a word tree that showcases the 20 most significant terms found in studies related to educational technology at the primary or elementary school levels. The size of each box in the word map is determined by the frequency of each specific keyword's use by authors. Identical keywords have been consolidated into a single column. From this visual representation, it is evident that “educational technology” is the predominant keyword, appearing with a frequency of 70 occurrences, or 29% of the time. This is followed by “elementary education” and “primary education”, with frequencies of 23 (9%) and 17 (7%) occurrences, respectively. Other notable terms include “improving classroom teaching” and “interactive learning environment”, each appearing 12 times (5%), and “teaching/learning strategies”, which is used nine times (4%). The prominence of these terms underscores the research focus on enhancing classroom teaching through interactive learning environments and effective teaching and learning strategies.
Keyword analysis – Word Tree.
Fig. 6 presents findings that reveal an annual trend in themes, showcasing a distinct pattern in the frequency of keyword usage. Between the years 2021 and 2022, the four most prominent topics of interest include “educational technology,” “augmented technology,” “teacher education,” and “pre-service teachers.” Meanwhile, from 2018 to 2020, the subjects of “educational technology,” “primary education,” “virtual reality,” “teacher training,” and “reading” were notably prevalent.
Keyword analysis –Trending Topics.
The term “educational technology” is especially significant as it was not only the most frequently occurring theme over the entire period but also dominated the discussions in the year 2020 specifically. An area of particular interest to stakeholders in the educational sector is how educational technology can be leveraged to support mathematics education. According to the findings, the term “mathematics” was most frequently discussed in 2016, while “reading” was a focal point of discussions in 2018.
In effect, the trending topics from 2021 to 2022 suggest a recent concentration on the tools and technologies used in education, the training and education of current and future teachers, and the application of emerging technologies in the educational environment.
The use of keyword co-occurrence analysis has proven effective as a technique for understanding knowledge structures and discerning patterns in research trends, as noted by Altınay Ozdemir and Goktas [ 67 ]. This approach provides valuable insights into both primary and secondary literature. Fig. 7 visually represents the co-occurrence analysis. In this context, each node represents a keyword. The size of a node signifies the number of documents, while a line connecting two nodes indicates a linkage between the respective groups. A thicker line connecting two nodes represents a stronger connection between them.
Co-occurrence of keywords.
This bibliometric analysis focuses on identifying and categorizing specific phrases. Notably, the term “educational technology” is represented by the red cluster. This cluster predominantly features discussions on education technology within the realm of “primary education”. The green cluster, which is the next most significant, primarily explores “elementary education”, and it maintains a strong connection with terms like “interactive learning environment” and “evaluation methodologies”. The remaining clusters are the purple and blue ones. The purple cluster highlights themes of “collaborative learning” and “ubiquitous learning”. In contrast, the blue cluster illuminates discussions on the “affordance” of educational technology at the “primary school” level. Each cluster reflects distinct but interrelated themes within the broader conversation on educational technology in early education.
Various study topics have been identified to deepen understanding of the research outcomes. These existing themes can be strategically categorized and visualized through a graph to evaluate the significance and evolution of each research theme [ 68 ]. Fig. 8 presents a thematic map organized with density represented on the y-axis and centrality on the x-axis. A theme's value or significance is gauged by its centrality, while its expansion or development is assessed through its density level. The graph is sectioned into four quadrants.
Keyword thematic map for articles.
In the upper right quadrant, the “motor themes” are located, which include “educational technology”, “primary education”, “number sense”, “science education”, “educational technologies”, “digital storytelling”, “elementary education”, and “improving classroom teaching”. These themes are pivotal, having gained momentum in the literature on educational technology at the primary education level. They represent significant and developed areas of study within the field.
The upper left quadrant houses the “niche themes”, representing well-developed concepts within educational technology that are nonetheless specialized or niche in the broader research landscape. For this review, the niche themes identified are “gender”, “lifelong learning”, “computer game”, and “educational game”. In the lower left quadrant, “emerging or declining themes” are situated. These themes, including “creative thinking”, “web-based learning”, “mastery learning”, “evaluation”, and “gamification”, are either on the rise, potentially advancing the field, or are waning in relevance and application.
Finally, the lower right quadrant contains the “basic theme”, which serve as foundational principles in the field. Though these themes—“teachers”, “elementary school”, “collaborative learning”, and “game-based learning”—have low density, indicating limited development, they are crucial for guiding future research in the area. These themes require further exploration and study to enhance their importance and relevance in the context defined by fundamental and established themes in the field.
Fig. 9 provides a visual depiction of the evolution of themes over time (with the time slice set to three), divided into five main subject categories, each marked by specific time periods and clusters of keywords (represented by coloured blocks). This automatically generated periods of between 1986 2011, 2012–2014, 2015–2020, and 2021–2023. Between 1986 and 2011, research on educational technologies at the primary or elementary levels primarily focused on themes like “ubiquitous learning” and “technology integration”. During the subsequent period from 2012 to 2014, attention shifted towards “tpack” (technological, pedagogical, and content knowledge) and “collaborative learning” in the context of primary or elementary education and educational technologies.
Sankey diagram based on keyword thematic evolution.
Then, in the period from 2015 to 2020, keywords such as “augmented reality”, “interactive learning environment”, and “reading” gained prominence in studies on educational technologies in primary or elementary education. This shift indicates a growing interest in examining the effects of augmented reality in educational technologies, as well as how these technologies can foster interactive learning environments and support reading development among children.
In the most recent time frame, from 2021 to 2023, the focus expands to a broader exploration of “technology” and strategies for “improving classroom teaching”. It's crucial to acknowledge the persistent interconnection among topics like “educational technology”, “primary education”, “elementary education”, and “educational technologies” throughout the entire span from 1986 to 2023, as illustrated in Fig. 9 .
This study aimed to consolidate research findings on educational technologies in elementary education, offering a platform for prospective inquiries. The discussion section synthesizes the salient findings and suggests future research directions.
This bibliometric review has mapped the academic landscape of educational technology within the realm of primary and elementary education, spotlighting seminal works, emergent themes, geographical concentrations of scholarly output, and areas where future inquiries are much needed. The evidence underscores a sustained and burgeoning interest in how technology can be adeptly integrated into early learning environments, reflected in the spike of publications within the examined period.
The study identifies that in terms of growth, there is a significant uptick in publications during 2008–2016 and 2018–2023, highlighting the growing importance and incorporation of digital technologies in early education. The analysis identifies recurrent themes like teacher education, game-based learning, and collaborative learning, pointing towards future research directions. The three journals that made an impact in the research area are “Educational Technology and Society”, “Computers and Education” and “Turkish Online Journal of Educational Technology” while “Hwang G-J”, “Hung C-M, and “Tsai C-C″ are the most impactful authors in the research area. The study also notes that while topics such as “educational technology, “elementary education” and “primary education”, have been dominant, there are underexplored areas, including technologies role in specific subjects, ethical student engagement, gender and disability dynamics, and contributions from African contexts.
Moreover, it is apparent that as digital technologies evolve and become ever more embedded in the educational fabric, the academic discourse is progressively gravitating towards understanding their myriad applications, implications, and effectiveness in the pivotal early years of schooling. The recurrent and emergent themes–- notably those revolving around teacher education, game-based and collaborative learning, interactive environments, and technology affordances–- delineate the current foci and foreseeable future trajectories of research within this dynamic field.
However, the analysis also unveils significant gaps and uncharted territories in the literature, presenting valuable opportunities for scholarly exploration. Among these are the need for a more nuanced understanding of technology's role in specific subject areas, notably mathematics; the imperative to engage more directly and ethically with student samples; and the call for greater attention to gender and disability within the context of educational technology. Additionally, there is an urgent requirement to redress the geographical imbalances in research contributions, particularly concerning the underrepresented experiences and challenges of deploying educational technologies in the African context.
Institutional collaborations, especially international partnerships, are sparse yet represent an untapped reservoir of potential for enriching the global dialogue and praxis of educational technology in elementary education. The prominent position of Chinese institutions in this field beckons international scholars to forge alliances, facilitating a truly global exchange of ideas, findings, and best practices.
In navigating towards these unexplored or underexplored horizons, future researchers will invariably contribute to a more robust, nuanced, and inclusive body of knowledge on educational technologies in elementary education. This endeavour is not merely academic but is fundamentally tethered to the practical and urgent task of equipping educators, policymakers, and technology developers with the insights and tools necessary to harness the power of technology in fostering inclusive, engaging, and effective learning environments for all children in their formative years.
The research contributes valuable insights that align with and support the existing body of literature in this field despite operating within certain confines and limitations. One of the critical constraints of the study was its reliance on the Scopus database, which, while reputable, does not offer an exhaustive collection of all pertinent publications on the subject. The deliberate exclusion of various forms of scholarly works, such as conference papers, dissertations, theses, and articles in the press, further narrows the scope of the review, potentially omitting valuable insights and findings present in these non-journal sources.
Furthermore, the research narrowly focuses on the practical applications of educational technology within the context of primary or elementary education. While this approach ensures relevance and specificity to the educational level under consideration, it inevitably leaves out potentially enlightening interdisciplinary contributions from fields such as engineering, computer sciences, and environmental sciences, among others.
Despite these limitations, the significance of the study's contribution cannot be understated. It provides a solid foundation for future investigations, offering a clearer direction for scholars and practitioners interested in the interplay between educational technology and elementary education. The research underscores the necessity for a broader, more inclusive review approach in subsequent studies. Future scholars in this domain would benefit from exploring various databases and considering a diverse array of scholarly works, employing a comprehensive set of keywords to capture the multifaceted nature of educational technology in primary education.
Further, we echo that there is a need to delve deeper into themes like collaborative and game-based learning within elementary settings to foster international collaborations, particularly with Chinese institutions, and to bolster contributions from underrepresented regions like Africa. Future research should also emphasize inclusivity, focusing on gender and disability dynamics, and address specific subjects like mathematics to gauge technology's subject-specific impact. Finally, the research implications, practical considerations and policy measures for the integration of advanced technologies, such as augmented reality and the metaverse, into innovative teaching and learning methods should be explored.
In conclusion, while circumscribed by its limitations, this study effectively serves as an initial exploration into the realm of educational technology within primary and elementary education settings. It illuminates the path for subsequent, more expansive research endeavours, thereby playing a crucial role in the ongoing scholarly conversation and the continual refinement and advancement of educational practices at the elementary level. Through cumulative efforts, the academic community can look forward to crafting a more inclusive, comprehensive, and nuanced understanding of how technology can be leveraged to enhance the educational experiences and outcomes for young learners around the globe.
This bibliometric review is one of the research works of The Open Learning Platform for Primary Education project funded by CERES and the Jacobs Foundation.
Additional information.
Not applicable.
Sheena Lovia Boateng: Writing – review & editing, Writing – original draft, Validation, Supervision, Methodology, Funding acquisition, Formal analysis, Data curation, Conceptualization, Project administration, Investigation, Resources, Software, Visualization. Obed Kwame Adzaku Penu: Writing – review & editing, Writing – original draft, Visualization, Validation, Software, Investigation, Formal analysis, Data curation, Conceptualization, Methodology, Project administration, Resources, Supervision. Richard Boateng: Writing – review & editing, Writing – original draft, Visualization, Validation, Supervision, Software, Resources, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization. Joseph Budu: Writing – review & editing, Writing – original draft, Visualization, Supervision, Formal analysis, Conceptualization. John Serbe Marfo: Writing – review & editing, Visualization, Supervision, Methodology, Funding acquisition, Conceptualization. Pasty Asamoah: Writing – review & editing, Visualization, Methodology, Data curation.
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Richard Boateng reports financial support was provided by Jacobs Foundation.
The authors are grateful to CERES and the Jacobs Foundation for supporting the article's publication.
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| The names of all contributing authors should be added to the ScholarOne submission; please list them in the order in which you’d like them to be published. Each contributing author will need their own ScholarOne author account, from which we will extract the following details: (institutional preferred). . We will reproduce it exactly, so any middle names and/or initials they want featured must be included. . This should be where they were based when the research for the paper was conducted.In multi-authored papers, it’s important that ALL authors that have made a significant contribution to the paper are listed. Those who have provided support but have not contributed to the research should be featured in an acknowledgements section. You should never include people who have not contributed to the paper or who don’t want to be associated with the research. Read about our for authorship. |
| If you want to include these items, save them in a separate Microsoft Word document and upload the file with your submission. Where they are included, a brief professional biography of not more than 100 words should be supplied for each named author. |
| Your article must reference all sources of external research funding in the acknowledgements section. You should describe the role of the funder or financial sponsor in the entire research process, from study design to submission. |
| All submissions must include a structured abstract, following the format outlined below. These four sub-headings and their accompanying explanations must always be included: The following three sub-headings are optional and can be included, if applicable:
The maximum length of your abstract should be 250 words in total, including keywords and article classification (see the sections below). |
| Your submission should include up to 12 appropriate and short keywords that capture the principal topics of the paper. Our how to guide contains some practical guidance on choosing search-engine friendly keywords. Please note, while we will always try to use the keywords you’ve suggested, the in-house editorial team may replace some of them with matching terms to ensure consistency across publications and improve your article’s visibility. |
| During the submission process, you will be asked to select a type for your paper; the options are listed below. If you don’t see an exact match, please choose the best fit:
You will also be asked to select a category for your paper. The options for this are listed below. If you don’t see an exact match, please choose the best fit: Reports on any type of research undertaken by the author(s), including: Covers any paper where content is dependent on the author's opinion and interpretation. This includes journalistic and magazine-style pieces. Describes and evaluates technical products, processes or services. Focuses on developing hypotheses and is usually discursive. Covers philosophical discussions and comparative studies of other authors’ work and thinking. Describes actual interventions or experiences within organizations. It can be subjective and doesn’t generally report on research. Also covers a description of a legal case or a hypothetical case study used as a teaching exercise. This category should only be used if the main purpose of the paper is to annotate and/or critique the literature in a particular field. It could be a selective bibliography providing advice on information sources, or the paper may aim to cover the main contributors to the development of a topic and explore their different views. Provides an overview or historical examination of some concept, technique or phenomenon. Papers are likely to be more descriptive or instructional (‘how to’ papers) than discursive. |
| Headings must be concise, with a clear indication of the required hierarchy. |
| Notes or endnotes should only be used if absolutely necessary. They should be identified in the text by consecutive numbers enclosed in square brackets. These numbers should then be listed, and explained, at the end of the article. |
| All figures (charts, diagrams, line drawings, webpages/screenshots, and photographic images) should be submitted electronically. Both colour and black and white files are accepted. |
| Tables should be typed and submitted in a separate file to the main body of the article. The position of each table should be clearly labelled in the main body of the article with corresponding labels clearly shown in the table file. Tables should be numbered consecutively in Roman numerals (e.g. I, II, etc.). Give each table a brief title. Ensure that any superscripts or asterisks are shown next to the relevant items and have explanations displayed as footnotes to the table, figure or plate. |
| Where tables, figures, appendices, and other additional content are supplementary to the article but not critical to the reader’s understanding of it, you can choose to host these supplementary files alongside your article on Insight, Emerald’s content-hosting platform (this is Emerald's recommended option as we are able to ensure the data remain accessible), or on an alternative trusted online repository. All supplementary material must be submitted prior to acceptance. Emerald recommends that authors use the following two lists when searching for a suitable and trusted repository: , you must submit these as separate files alongside your article. Files should be clearly labelled in such a way that makes it clear they are supplementary; Emerald recommends that the file name is descriptive and that it follows the format ‘Supplementary_material_appendix_1’ or ‘Supplementary tables’. All supplementary material must be mentioned at the appropriate moment in the main text of the article; there is no need to include the content of the file only the file name. A link to the supplementary material will be added to the article during production, and the material will be made available alongside the main text of the article at the point of EarlyCite publication. Please note that Emerald will not make any changes to the material; it will not be copy-edited or typeset, and authors will not receive proofs of this content. Emerald therefore strongly recommends that you style all supplementary material ahead of acceptance of the article. Emerald Insight can host the following file types and extensions: , you should ensure that the supplementary material is hosted on the repository ahead of submission, and then include a link only to the repository within the article. It is the responsibility of the submitting author to ensure that the material is free to access and that it remains permanently available. Where an alternative trusted online repository is used, the files hosted should always be presented as read-only; please be aware that such usage risks compromising your anonymity during the review process if the repository contains any information that may enable the reviewer to identify you; as such, we recommend that all links to alternative repositories are reviewed carefully prior to submission. Please note that extensive supplementary material may be subject to peer review; this is at the discretion of the journal Editor and dependent on the content of the material (for example, whether including it would support the reviewer making a decision on the article during the peer review process). |
| All references in your manuscript must be formatted using one of the recognised Harvard styles. You are welcome to use the Harvard style Emerald has adopted – we’ve provided a detailed guide below. Want to use a different Harvard style? That’s fine, our typesetters will make any necessary changes to your manuscript if it is accepted. Please ensure you check all your citations for completeness, accuracy and consistency.
References to other publications in your text should be written as follows: , 2006) Please note, ‘ ' should always be written in italics.A few other style points. These apply to both the main body of text and your final list of references. At the end of your paper, please supply a reference list in alphabetical order using the style guidelines below. Where a DOI is available, this should be included at the end of the reference. |
| Surname, initials (year), , publisher, place of publication. e.g. Harrow, R. (2005), , Simon & Schuster, New York, NY. |
| Surname, initials (year), "chapter title", editor's surname, initials (Ed.), , publisher, place of publication, page numbers. e.g. Calabrese, F.A. (2005), "The early pathways: theory to practice – a continuum", Stankosky, M. (Ed.), , Elsevier, New York, NY, pp.15-20. |
| Surname, initials (year), "title of article", , volume issue, page numbers. e.g. Capizzi, M.T. and Ferguson, R. (2005), "Loyalty trends for the twenty-first century", , Vol. 22 No. 2, pp.72-80. |
| Surname, initials (year of publication), "title of paper", in editor’s surname, initials (Ed.), , publisher, place of publication, page numbers. e.g. Wilde, S. and Cox, C. (2008), “Principal factors contributing to the competitiveness of tourism destinations at varying stages of development”, in Richardson, S., Fredline, L., Patiar A., & Ternel, M. (Ed.s), , Griffith University, Gold Coast, Qld, pp.115-118. |
| Surname, initials (year), "title of paper", paper presented at [name of conference], [date of conference], [place of conference], available at: URL if freely available on the internet (accessed date). e.g. Aumueller, D. (2005), "Semantic authoring and retrieval within a wiki", paper presented at the European Semantic Web Conference (ESWC), 29 May-1 June, Heraklion, Crete, available at: http://dbs.uni-leipzig.de/file/aumueller05wiksar.pdf (accessed 20 February 2007). |
| Surname, initials (year), "title of article", working paper [number if available], institution or organization, place of organization, date. e.g. Moizer, P. (2003), "How published academic research can inform policy decisions: the case of mandatory rotation of audit appointments", working paper, Leeds University Business School, University of Leeds, Leeds, 28 March. |
| (year), "title of entry", volume, edition, title of encyclopaedia, publisher, place of publication, page numbers. e.g. (1926), "Psychology of culture contact", Vol. 1, 13th ed., Encyclopaedia Britannica, London and New York, NY, pp.765-771. (for authored entries, please refer to book chapter guidelines above) |
| Surname, initials (year), "article title", , date, page numbers. e.g. Smith, A. (2008), "Money for old rope", , 21 January, pp.1, 3-4. |
| (year), "article title", date, page numbers. e.g. (2008), "Small change", 2 February, p.7. |
| Surname, initials (year), "title of document", unpublished manuscript, collection name, inventory record, name of archive, location of archive. e.g. Litman, S. (1902), "Mechanism & Technique of Commerce", unpublished manuscript, Simon Litman Papers, Record series 9/5/29 Box 3, University of Illinois Archives, Urbana-Champaign, IL. |
| If available online, the full URL should be supplied at the end of the reference, as well as the date that the resource was accessed. Surname, initials (year), “title of electronic source”, available at: persistent URL (accessed date month year). e.g. Weida, S. and Stolley, K. (2013), “Developing strong thesis statements”, available at: https://owl.english.purdue.edu/owl/resource/588/1/ (accessed 20 June 2018) Standalone URLs, i.e. those without an author or date, should be included either inside parentheses within the main text, or preferably set as a note (Roman numeral within square brackets within text followed by the full URL address at the end of the paper). |
| Surname, initials (year), , name of data repository, available at: persistent URL, (accessed date month year). e.g. Campbell, A. and Kahn, R.L. (2015), , ICPSR07218-v4, Inter-university Consortium for Political and Social Research (distributor), Ann Arbor, MI, available at: https://doi.org/10.3886/ICPSR07218.v4 (accessed 20 June 2018) |
There are a number of key steps you should follow to ensure a smooth and trouble-free submission.
Before submitting your work, it is your responsibility to check that the manuscript is complete, grammatically correct, and without spelling or typographical errors. A few other important points:
You will find a helpful submission checklist on the website Think.Check.Submit .
All manuscripts should be submitted through our editorial system by the corresponding author.
The only way to submit to the journal is through the journal’s ScholarOne site as accessed via the Emerald website, and not by email or through any third-party agent/company, journal representative, or website. Submissions should be done directly by the author(s) through the ScholarOne site and not via a third-party proxy on their behalf.
A separate author account is required for each journal you submit to. If this is your first time submitting to this journal, please choose the Create an account or Register now option in the editorial system. If you already have an Emerald login, you are welcome to reuse the existing username and password here.
Please note, the next time you log into the system, you will be asked for your username. This will be the email address you entered when you set up your account.
Don't forget to add your ORCiD ID during the submission process. It will be embedded in your published article, along with a link to the ORCiD registry allowing others to easily match you with your work.
Don’t have one yet? It only takes a few moments to register for a free ORCiD identifier .
Visit the ScholarOne support centre for further help and guidance.
You will receive an automated email from the journal editor, confirming your successful submission. It will provide you with a manuscript number, which will be used in all future correspondence about your submission. If you have any reason to suspect the confirmation email you receive might be fraudulent, please contact the journal editor in the first instance.
Review and decision process.
Each submission is checked by the editor. At this stage, they may choose to decline or unsubmit your manuscript if it doesn’t fit the journal aims and scope, or they feel the language/manuscript quality is too low.
If they think it might be suitable for the publication, they will send it to at least two independent referees for double anonymous peer review. Once these reviewers have provided their feedback, the editor may decide to accept your manuscript, request minor or major revisions, or decline your work.
While all journals work to different timescales, the goal is that the editor will inform you of their first decision within 60 days.
During this period, we will send you automated updates on the progress of your manuscript via our submission system, or you can log in to check on the current status of your paper. Each time we contact you, we will quote the manuscript number you were given at the point of submission. If you receive an email that does not match these criteria, it could be fraudulent and we recommend you contact the journal editor in the first instance.
Emerald’s manuscript transfer service takes the pain out of the submission process if your manuscript doesn’t fit your initial journal choice. Our team of expert Editors from participating journals work together to identify alternative journals that better align with your research, ensuring your work finds the ideal publication home it deserves. Our dedicated team is committed to supporting authors like you in finding the right home for your research.
If a journal is participating in the manuscript transfer program, the Editor has the option to recommend your paper for transfer. If a transfer decision is made by the Editor, you will receive an email with the details of the recommended journal and the option to accept or reject the transfer. It’s always down to you as the author to decide if you’d like to accept. If you do accept, your paper and any reviewer reports will automatically be transferred to the recommended journals. Authors will then confirm resubmissions in the new journal’s ScholarOne system.
Our Manuscript Transfer Service page has more information on the process.
Open access.
Once your paper is accepted, you will have the opportunity to indicate whether you would like to publish your paper via the gold open access route.
If you’ve chosen to publish gold open access, this is the point you will be asked to pay the APC (article processing charge). This varies per journal and can be found on our APC price list or on the editorial system at the point of submission. Your article will be published with a Creative Commons CC BY 4.0 user licence , which outlines how readers can reuse your work.
For UK journal article authors - if you wish to submit your work accepted by Emerald to REF 2021, you must make a ‘closed deposit’ of your accepted manuscript to your respective institutional repository upon acceptance of your article. Articles accepted for publication after 1st April 2018 should be deposited as soon as possible, but no later than three months after the acceptance date. For further information and guidance, please refer to the REF 2021 website.
All accepted authors are sent an email with a link to a licence form. This should be checked for accuracy, for example whether contact and affiliation details are up to date and your name is spelled correctly, and then returned to us electronically. If there is a reason why you can’t assign copyright to us, you should discuss this with your journal content editor. You will find their contact details on the editorial team section above.
Once we have received your completed licence form, the article will pass directly into the production process. We will carry out editorial checks, copyediting, and typesetting and then return proofs to you (if you are the corresponding author) for your review. This is your opportunity to correct any typographical errors, grammatical errors or incorrect author details. We can’t accept requests to rewrite texts at this stage.
When the page proofs are finalised, the fully typeset and proofed version of record is published online. This is referred to as the EarlyCite version. While an EarlyCite article has yet to be assigned to a volume or issue, it does have a digital object identifier (DOI) and is fully citable. It will be compiled into an issue according to the journal’s issue schedule, with papers being added by chronological date of publication.
Visit our author rights page to find out how you can reuse and share your work.
To find tips on increasing the visibility of your published paper, read about how to promote your work .
Sometimes errors are made during the research, writing and publishing processes. When these issues arise, we have the option of withdrawing the paper or introducing a correction notice. Find out more about our article withdrawal and correction policies .
Need to make a change to the author list? See our frequently asked questions (FAQs) below.
| The only time we will ever ask you for money to publish in an Emerald journal is if you have chosen to publish via the gold open access route. You will be asked to pay an APC (article-processing charge) once your paper has been accepted (unless it is a sponsored open access journal), and never at submission.
At no other time will you be asked to contribute financially towards your article’s publication, processing, or review. If you haven’t chosen gold open access and you receive an email that appears to be from Emerald, the journal, or a third party, asking you for payment to publish, please contact our support team via . |
| Please contact the editor for the journal, with a copy of your CV. You will find their contact details on the editorial team tab on this page. |
| Typically, papers are added to an issue according to their date of publication. If you would like to know in advance which issue your paper will appear in, please contact the content editor of the journal. You will find their contact details on the editorial team tab on this page. Once your paper has been published in an issue, you will be notified by email. |
| Please email the journal editor – you will find their contact details on the editorial team tab on this page. If you ever suspect an email you’ve received from Emerald might not be genuine, you are welcome to verify it with the content editor for the journal, whose contact details can be found on the editorial team tab on this page. |
| If you’ve read the aims and scope on the journal landing page and are still unsure whether your paper is suitable for the journal, please email the editor and include your paper's title and structured abstract. They will be able to advise on your manuscript’s suitability. You will find their contact details on the Editorial team tab on this page. |
| Authorship and the order in which the authors are listed on the paper should be agreed prior to submission. We have a right first time policy on this and no changes can be made to the list once submitted. If you have made an error in the submission process, please email the Journal Editorial Office who will look into your request – you will find their contact details on the editorial team tab on this page. |
CiteScore 2023
CiteScore is a simple way of measuring the citation impact of sources, such as journals.
Calculating the CiteScore is based on the number of citations to documents (articles, reviews, conference papers, book chapters, and data papers) by a journal over four years, divided by the number of the same document types indexed in Scopus and published in those same four years.
For more information and methodology visit the Scopus definition
CiteScore Tracker 2024
(updated monthly)
CiteScore Tracker is calculated in the same way as CiteScore, but for the current year rather than previous, complete years.
The CiteScore Tracker calculation is updated every month, as a current indication of a title's performance.
2023 Impact Factor
The Journal Impact Factor is published each year by Clarivate Analytics. It is a measure of the number of times an average paper in a particular journal is cited during the preceding two years.
For more information and methodology see Clarivate Analytics
5-year Impact Factor (2023)
A base of five years may be more appropriate for journals in certain fields because the body of citations may not be large enough to make reasonable comparisons, or it may take longer than two years to publish and distribute leading to a longer period before others cite the work.
Actual value is intentionally only displayed for the most recent year. Earlier values are available in the Journal Citation Reports from Clarivate Analytics .
Time to first decision
Time to first decision , expressed in days, the "first decision" occurs when the journal’s editorial team reviews the peer reviewers’ comments and recommendations. Based on this feedback, they decide whether to accept, reject, or request revisions for the manuscript.
Data is taken from submissions between 1st June 2023 and 31st May 2024
Acceptance rate
The acceptance rate is a measurement of how many manuscripts a journal accepts for publication compared to the total number of manuscripts submitted expressed as a percentage %
Data is taken from submissions between 1st June 2023 and 31st May 2024 .
Peer review process.
This journal engages in a double-anonymous peer review process, which strives to match the expertise of a reviewer with the submitted manuscript. Reviews are completed with evidence of thoughtful engagement with the manuscript, provide constructive feedback, and add value to the overall knowledge and information presented in the manuscript.
The mission of the peer review process is to achieve excellence and rigour in scholarly publications and research.
Our vision is to give voice to professionals in the subject area who contribute unique and diverse scholarly perspectives to the field.
The journal values diverse perspectives from the field and reviewers who provide critical, constructive, and respectful feedback to authors. Reviewers come from a variety of organizations, careers, and backgrounds from around the world.
All invitations to review, abstracts, manuscripts, and reviews should be kept confidential. Reviewers must not share their review or information about the review process with anyone without the agreement of the editors and authors involved, even after publication. This also applies to other reviewers’ “comments to author” which are shared with you on decision.
Discover practical tips and guidance on all aspects of peer review in our reviewers' section. See how being a reviewer could benefit your career, and discover what's involved in shaping a review.
More reviewer information
At the margins no more: centering women in k-12 leadership.
Introduction Across the globe and via many different industries women remain underrepresented in leadership, and education is no different. For example, In Britain, 74% of teachers are women, but only 65% of headteachers a...
Introduction The aim of this special issue is to showcase new research on the superintendency (school district leadership) across diverse international contexts. We invite articles that delve into various aspects, includin...
About the Journal Articles published in JEA demonstrate the editors' continuing commitment to theory, empirical research and critical analysis of the field's development. JEA's primary focus is on understanding issues of leadership and...
The publishing and editorial teams would like to thank the following, for their invaluable service as 2022 reviewers for this journal. We are very grateful for the contributions made. With their help, the journal has been able to publish such high...
The publishing and editorial teams would like to thank the following, for their invaluable service as 2021 reviewers for this journal. We are very grateful for the contributions made. With their help, the journal has ...
To celebrate 60 volumes of the Journal of Educational Administration please enjoy this virtual special issue highlighting the top 10 cited articles from the journal. Virtual issue...
We are pleased to announce our 2023 Literati Award winners. Outstanding Paper Principal’s perspectives on inclusive Ed...
We are pleased to announce our 2022 Literati Award winners. Outstanding Paper Creating successful and uni...
We are pleased to announce our 2021 Literati Award winners. Outstanding Paper The trickle-down effect of OCB...
The Journal of Educational Administration, founded in 1963, was the first international refereed journal in the field of educational leadership and management. From its inception, JEA has sought to publish research on educational administration conducted across diverse political, economic and socio-cultural contexts. Indeed, publications featured in JEA have both anticipated and traced the evolution of educational administration into a global field of research and practice. JEA is celebrating 60 years of publication.
Articles published in the Journal of Educational Administration (JEA) demonstrate the editors' continuing commitment to theory, empirical research and critical analysis of the field's development. JEA 's primary focus is on understanding issues of leadership and management in K-12 schools and school systems.
This broad focus includes studies exploring:
Although the majority of papers published in JEA are based on studies that report empirical data, the journal does not give priority to quantitative, qualitative or mixed methods research.
Regardless of the empirical research paradigm, we expect a high standard of reporting the methods of the research. JEA also remains one of the primary international venues for reporting theoretical critiques and systematic reviews of research. This reflects our belief in the role that journals play in supporting the productive synthesis of knowledge.
These are the latest articles published in this journal (Last updated: May 2024 )
A narrative review of the research on school leaders' emotional labor: a typology inspired by habermas's cognitive interests, transformational leadership and job satisfaction in vocational high schools in tã¼rkiye: a multilevel mediation model of teacher professional learning and self-efficacy, top downloaded articles.
These are the most downloaded articles over the last 12 months for this journal (Last updated: May 2024 )
Transformational school leadership: a systematic review of research in a centralized education system, impact of school climate and resources on principal workload stress and job satisfaction: multinational evidence from talis 2018 data.
These are the top cited articles for this journal, from the last 12 months according to Crossref (Last updated: May 2024 )
Do teacher beliefs mediate leadership and teacher behaviors testing teacher self-efficacy's mediation role between leadership for learning and teacher outcomes, related journals.
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We believe in quality education for everyone, everywhere and by highlighting the issue and working with experts in the field, we can start to find ways we can all be part of the solution.
The Biggest Education Trends Of The Next 10 Years
Education is changing rapidly. In today’s fast-moving world, a model where we graduate in our youth prepared for a lifelong career is simply no longer valid.
Technology is reshaping the world into one where ongoing training, upskilling and reskilling are a necessity – and education is transforming to cater to this. Artificial intelligence (AI), online learning and breakthrough technologies like virtual and augmented reality (AR/VR) already play an increasingly important role. They will all become more integrated into the way we study and learn over the next decade.
So, here’s my look-ahead to what I believe will be the dominant trends in education and educational technology (EdTech) by 2035. It may seem a long way away, but understanding them now will likely help us prepare for a future that, thanks to technology, will look very different than today.
By 2035, the distinction between the physical and digital worlds will be increasingly blurred, and this is as true in education as anywhere. While I am sure many children and teenagers will still be attending brick-and-mortar school, alternatives will be well established for those who can’t, as well as for adults and lifelong learners.
VR and AR technology will be far more accessible than it is today, with lightweight and affordable devices making it easy for anyone to interact with tutors and fellow learners as if they were in the same room. Highly immersive virtual classrooms and campuses will mean we can participate in sophisticated simulations, engage in complex scientific experiments or explore ancient civilizations first-hand.
Nyt ‘strands’ hints, spangram and answers for tuesday, july 9th, the best brewery in the u.s.—according to the u.s. open beer championship.
The maturing of technologies that exist today will democratize access to education for those who aren’t fortunate enough to live in areas with good schools and colleges. However educators will face the challenge of balancing this with concerns such as increased social isolation and the impact of extended screen-time on developing minds.
AI is going to change education (and everything else) in many ways, but over the next ten years, one of the most profound effects will be the rise of personalized learning. As the number of learners in both traditional classrooms (particularly in the developing world) and online environments climbs, teachers will have access to tools that accurately assess abilities and differentiate between learning styles to create hyper-personalized curriculums tailored to individuals’ requirements.
Today’s AI tutoring platforms will evolve into flexible AI mentors, able to understand psychological states and behavioral patterns to determine the best teaching strategies and even provide emotional support and encouragement. Students will have access to insights derived from biometric data to help them recognize the best time to learn and when they should rest. Adaptive gamification will challenge learners to improve themselves by dynamically engaging and assessing them throughout the education process, perhaps putting an end to the stress-inducing routine of cramming for end-of-term exams.
Personalization at this level has the potential to help us learn better and attain better educational outcomes. However, there will also be big challenges around privacy and questions over the role of human teachers as they find their role transitioning from information providers to learning facilitators. Biased data could lead to learners being inaccurately assessed, and care must be taken not to overlook the importance of human oversight and mentorship.
Here’s where things get very science fiction. So, brain-computer interfaces (BCIs) are in development today – the most famous example being Elon Musk’s Neuralink experiments . Don’t worry; we probably won’t all have to have chips implanted in our heads to benefit, though, as non-invasive forms of BCI have also been in development for some time.
The first use cases in education are likely to involve assisting students with disabilities, enabling them to control devices with thoughts. This will enhance their ability to communicate and take part in learning activities.
Within ten years, they could also be used to understand the brain’s learning processes better, potentially speeding up our ability to ingest, retain and recall information. By monitoring the electrical feedback generated by the brain, researchers believe it may be possible to optimize our ability to learn information and even develop skills such as playing a musical instrument.
Will this really be mainstream within ten years? Well, a lot depends on the outcome of research that’s going on today. And just as importantly, it will come down to how society is able to answer questions around the ethical and security implications of developing technology that can literally read our thoughts!
The concept of a “job for life” might have seemed normal to our parents’ generation, but it’s obsolete today. Students graduating ten years from now will be under no illusion that they are equipped with the skills and knowledge they will need for a lifelong career. The accelerating pace of digital transformation will make it necessary for those who want rewarding careers to adapt to new models of ongoing, continuous education. Education systems will adapt to support this, offering more courses that will involve on-the-job training and opportunities for upskilling.
It's already becoming normal for big companies like Amazon to offer degree-level apprenticeship programs, and this will become more common as employers seek to develop workforces equipped with the skills they need. Opportunities will involve online learning, modular learning and the type of immersive virtual learning discussed elsewhere in this article. Micro-learning and nano-learning will deliver education in bite-sized chunks, capable of being rolled out on a “just-in-time” basis to meet the changing needs of industries and professions. To cater to this, education providers will offer subscription services, allowing us to dip in and out of schooling in accordance with our personal needs. While there will always be a need for STEM education, with computers becoming increasingly proficient at technical tasks, more learning will be focused on human-centric “soft” skills that will increase our chances of remaining relevant in the era of AI and automation.
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Over the past three decades, Ethiopia’s higher education system has undergone substantial expansion, marked by an increase in the number of universities from two to more than 100 and a surge in student enrollment from 48 000 to more than 400 000. Despite this growth, there is a paucity of research on the relationship between higher education expansion and economic growth, with the few quantitative studies that have been undertaken yielding inconsistent outcomes. This research study embraced endogenous economic growth theory, employed the Autoregressive Distributive Lag (ARDL) bound testing model, and used World Bank data from 1991 to 2021 to explore the relationship between economic growth (measured by GDP per capita) and the expansion of higher education (proxied by gross tertiary enrollment). Contrary to prevailing assumptions, the study uncovered an insignificant association between higher education expansion and economic growth. Unlike other studies, it used qualitative analysis to unearth the potential contributing factors and identified subpar educational quality, limited university autonomy, and constrained academic freedom as critical issues. It is recommended that policymakers in countries undergoing similar higher education expansion should not only focus on increasing the number of students, but also prioritise improving the quality of education, granting greater autonomy to universities, and ensuring academic freedom. These factors are crucial for higher education to effectively contribute to economic growth.
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License .
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FILE - Students walk on the campus of Boston College, Monday, April 29, 2024, in Boston. Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll. (AP Photo/Charles Krupa, File)
FILE - Students walk down Jayhawk Boulevard, the main street through the main University of Kansas campus, Friday, April 12, 2024, in Lawrence, Kan. Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll. (AP Photo/John Hanna, File)
FILE - Students cross the campus of Dartmouth College, March 5, 2024, in Hanover, N.H. Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll. (AP Photo/Robert F. Bukaty, File)
FILE - In this May 13, 2018, file photo, new graduates walk into the High Point Solutions Stadium before the start of the Rutgers University graduation ceremony in Piscataway Township, N.J. Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll. (AP Photo/Seth Wenig, File)
Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the “wrong direction,” according to a new poll.
Overall, only 36% of adults say they have a “great deal” or “quite a lot” of confidence in higher education, according to the report released Monday by Gallup and the Lumina Foundation. That confidence level has declined steadily from 57% in 2015.
Some of the same opinions have been reflected in declining enrollment as colleges contend with the effects of the student debt crisis , concerns about the high cost of tuition and political debates over how they teach about race and other topics.
The dimming view of whether college is worth the time and money cuts across all demographics — including gender, age, political affiliation. Among Republicans, the number of respondents with high confidence in higher education has dropped 36 percentage points over the last decade — far more than it dropped for Democrats or independents.
“It’s so expensive, and I don’t think colleges are teaching people what they need to get a job,” says Randy Hill, 59, a registered Republican in Connecticut and a driver for a car service. His nephew plans to do a welding apprenticeship after graduating high school. “You graduate out of college, you’re up to eyeballs in debt, you can’t get a job, then you can’t pay it off. What’s the point?”
The June 2024 survey’s overall finding — that 36% of adults feel strong confidence in higher education — is unchanged from the year before. But what concerns researchers is shifting opinion on the bottom end, with fewer Americans saying they have “some” confidence and more reporting “very little” and “none.” This year’s findings show almost as many people have little or no confidence, 32%, as those with high confidence.
Experts say that fewer college graduates could worsen labor shortages in fields from health care to information technology. For those who forgo college, it often means lower lifetime earnings — 75% less compared with those who get bachelor’s degrees, according to Georgetown University’s Center on Education and the Workforce. And during an economic downturn, those without degrees are more likely to lose jobs.
“It is sad to see that confidence hasn’t grown at all,” says Courtney Brown, vice president at Lumina, an education nonprofit focused on increasing the numbers of students who seek education beyond high school. “What’s shocking to me is that the people who have low or no confidence is actually increasing.”
This year’s survey added new, detailed questions in an effort to understand why confidence is shrinking.
Almost one-third of respondents say college is “too expensive,” while 24% feel students are not being properly educated or taught what they need to succeed.
The survey did not specifically touch on the protests this year against the war in Gaza that divided many college campuses, but political views weighed heavily on the findings. Respondents voiced concerns about indoctrination, political bias and that colleges today are too liberal. Among the respondents who lack confidence, 41% cite political agendas as a reason.
Among other findings:
More than two-thirds, or 67%, of respondents say college is headed in the “wrong direction,” compared with just 31% who feel it’s going in the right direction.
Generally when people express confidence in higher education, they are thinking of four-year institutions, according to Gallup. But the survey found that more people have confidence in two-year institutions. Forty-nine percent of adults say they have “a great deal” or “quite a lot” of confidence in two-year programs, compared with 33% of Americans who feel that way about four-year colleges.
California college student Kristen Freeman understands why.
“It’s about saving money. That’s why I went to a two-year. It’s more bang for your buck,” says Freeman, 22, a sociology major at Diablo Valley Community College with plans to transfer to San Jose State University for the final two years of college.
Freeman understands the concerns about indoctrination and whether college prepares students for life and work but also feels the only way to change structural problems is from the inside. “I am learning about the world around me and developing useful skills in critical thinking,” Freeman says. “I think higher education can give students the spark to want to change the system.”
The Associated Press’ education coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP’s standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org .
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FILE - Students walk down Jayhawk Boulevard, the main street through the main University of Kansas campus, Friday, April 12, 2024, in Lawrence, Kan. Americans are increasingly skeptical about the value and cost of college, with most saying they feel the U.S. higher education system is headed in the "wrong direction," according to a new poll.
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