Cognitive load theory (CLT) has driven numerous empirical studies for over 30 years and is a major theme in many of the most cited articles published between 1988 and 2023. However, CLT articles have not been compared to other educational psychology research in terms of the research designs used and the extent to which recommendations for practice are justified. As Brady and colleagues found, a large percentage of the educational psychology articles reviewed were not experimental and yet frequently made specific recommendations from observational/correlational data. Therefore, in this review, CLT articles were examined with regard to the types of research methodology employed and whether recommendations for practice were justified. Across several educational psychology journals in 2020 and 2023, 16 articles were determined to directly test CLT. In contrast to other articles, which employed mostly observational methods, all but two of the CLT articles employed experimental or intervention designs. For the two CLT articles that were observational, recommendations for practice were not made. Reasons for the importance of experimental work are discussed. 
                        more » 
                        « less   
                    
                            
                            Identifying the Most Cited Articles and Authors in Educational Psychology Journals from 1988 to 2023
                        
                    
    
            Abstract Over the past 30 years, several reviews have examined scholarly contributions of individual researchers and institutions in the field of educational psychology (Fong et al., Educational Psychology Review 34:2379–2403, 2022; Greenbaum et al., Educational Psychology Review 28:215–223, 2016; Hsieh et al., Contemporary Educational Psychology 29:333–343, 2004; Jones et al., Contemporary Educational Psychology 35:11–16, 2010; Smith et al., Contemporary Educational Psychology 23:173–181, 1998; Smith et al., Contemporary Educational Psychology 28:422– 430, 2003). However, no reviews have specifically examined scholarly impact as measured by citations since (Walberg, Current Contents 22:5–14, 1990) did so over 34 years ago. The present review focused on the period from 1988 to 2023, identifying the most cited articles and authors since Walberg’s study that focused on the period from 1966–1988. Whereas most of the previous reviews have been limited in terms of brief time periods (e.g., six years) and a small set of journals (e.g., five), our scope included 12 educational psychology journals across 36 years. The most cited article (over 9000 times) by (Ryan and Deci, Contemporary Educational Psychology 25:54–67, 2000) had more than twice as many citations as the second most cited article by (Pintrich and Groot, Journal of Educational Psychology 82:33–40, 1990). Most of the top 30 most cited articles, including four of the top five, addressed the topic of motivation. With regard to highly cited authors, the top five were John Sweller, Richard E. Mayer, Fred Paas, Richard M. Ryan, and Reinhard Pekrun. Several of the 30 most cited authors have never appeared in previous lists of most productive authors. Finally, keyword and cluster analyses revealed most popular topics and collaborative networks among many of the most cited authors that may partly explain their productivity. Examining article and author impact is an important complement to productivity when considering scholarly contributions to the field of educational psychology. 
        more » 
        « less   
        
    
                            - Award ID(s):
- 2222208
- PAR ID:
- 10537777
- Publisher / Repository:
- Springer
- Date Published:
- Journal Name:
- Educational Psychology Review
- Volume:
- 36
- Issue:
- 3
- ISSN:
- 1040-726X
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
- 
            
- 
            null (Ed.)Communication of scientific findings is fundamental to scholarly discourse. In this article, we show that academic review articles, a quintessential form of interpretive scholarly output, perform curatorial work that substantially transforms the research communities they aim to summarize. Using a corpus of millions of journal articles, we analyze the consequences of review articles for the publications they cite, focusing on citation and co-citation as indicators of scholarly attention. Our analysis shows that, on the one hand, papers cited by formal review articles generally experience a dramatic loss in future citations. Typically, the review gets cited instead of the specific articles mentioned in the review. On the other hand, reviews curate, synthesize, and simplify the literature concerning a research topic. Most reviews identify distinct clusters of work and highlight exemplary bridges that integrate the topic as a whole. These bridging works, in addition to the review, become a shorthand characterization of the topic going forward and receive disproportionate attention. In this manner, formal reviews perform creative destruction so as to render increasingly expansive and redundant bodies of knowledge distinct and comprehensible.more » « less
- 
            Background: Educational leadership perspectives are missing from existing literature related to school shootings, which have been dominated instead by experts in criminal justice, law enforcement, and psychology. Purpose: In this article, we systematically review the literature base on educational leadership related to school shootings in the United States to identify gaps and develop an education-specific, leadership-specific research agenda for the United States. Methods: This exploratory-topographical review follows standards for systematic research reviews in educational leadership. Through reviews of 16 core educational leadership journals, and online scholarly search engines for research and keywords, we identify gaps in the current inter-disciplinary literature. Findings: We learned that the research base on school shootings is multidisciplinary, with scholars across seven different fields taking different approaches. Second, we found that while many scholars are addressing the problem of school shootings, the research base on school shootings from education researchers and specifically within the field of educational leadership are limited. Implications: We discuss three ways in which educational leaders and leadership scholars can inform school shooting research via emphasizing relationships, school–community partnerships, and meeting the needs of the marginalized. We propose preliminary recommendations for an education-specific, educational leadership U.S. research agenda, and suggestions for preparation programs.more » « less
- 
            Video communication has been rapidly increasing over the past decade, with YouTube providing a medium where users can post, discover, share, and react to videos. There has also been an increase in the number of videos citing research articles, especially since it has become relatively commonplace for academic conferences to require video submissions. However, the relationship between research articles and YouTube videos is not clear, and the purpose of the present paper is to address this issue. We created new datasets using YouTube videos and mentions of research articles on various online platforms. We found that most of the articles cited in the videos are related to medicine and biochemistry. We analyzed these datasets through statistical techniques and visualization, and built machine learning models to predict (1) whether a research article is cited in videos, (2) whether a research article cited in a video achieves a level of popularity, and (3) whether a video citing a research article becomes popular. The best models achieved F1 scores between 80% and 94%. According to our results, research articles mentioned in more tweets and news coverage have a higher chance of receiving video citations. We also found that video views are important for predicting citations and increasing research articles’ popularity and public engagement with science.more » « less
- 
            Abstract Journals play a critical role in the scientific process because they evaluate the quality of incoming papers and offer an organizing filter for search. However, the role of journals has been called into question because new preprint archives and academic search engines make it easier to find articles independent of the journals that publish them. Research on this issue is complicated by the deeply confounded relationship between article quality and journal reputation. We present an innovative proxy for individual article quality that is divorced from the journal's reputation or impact factor: the number of citations to preprints posted onarXiv.org. Using this measure to study three subfields of physics that were early adopters of arXiv, we show that prior estimates of the effect of journal reputation on an individual article's impact (measured by citations) are likely inflated. While we find that higher‐quality preprints in these subfields are now less likely to be published in journals compared to prior years, we find little systematic evidence that the role of journal reputation on article performance has declined.more » « less
 An official website of the United States government
An official website of the United States government 
				
			 
					 
					
 
                                    