Have you ever heard of “replication bullies,” “false positive police,” and “data detectives”? I learned about these new concepts from a Slate article on a present discussion in psychology on a special edition of Social psychology filled with replications of famous studies. Replication is gaining popularity and to me that is a good thing. A replication study involves repeating a study using the same methods but with different subjects and experimenters.
It’s a check and tries to answer if we can generalize the findings of a study. But replication in educational research is often missing. Although replicating important findings is essential for helping education research improve its usefulness to policymakers and practitioners, less than one percent of the articles published in the top education research journals are replication studies, according to new research published today in Educational Researcher (ER), a peer-reviewed journal of the American Educational Research Association.
An interview with one of the study authors:
From the press release:
“Facts Are More Important Than Novelty: Replication in the Education Sciences,” by Matthew C. Makel of Duke University and Jonathan A. Plucker of the University of Connecticut, analyzes the complete publication history of the current 100 education journals with the highest five-year “impact factor” (an indicator of how often a given journal’s articles are cited in other scholarly work), finding that only 0.13 percent of published articles were replications.
Contrary to findings in medicine, but similar to psychology, the majority of education replications successfully replicated the original studies. Nearly 68 percent (67.4 percent) of the replications successfully replicated the findings of the original study, 19.5 percent had mixed results (supporting some, but not all, findings), and 13.1 percent failed to replicate any of the original findings.
However, replications were significantly less likely to be successful when there was no overlap in authorship between the original and replicating articles. Replication studies that were conducted by completely new research teams were found to be successful 54 percent of the time. When replications were conducted by the original authors in the same publication as the original findings, 88.7 percent were successful. When replications were in a new publication, but at least one author was on both the original and replicating studies, 70.6 percent of replications were successful.
Overall, about half (48.2%) of all published replications are done by the research team that completed the original study.
The shortage of replication studies receives attention across research fields. A 2005 review of highly cited medical publications found that only 44 percent of replications produced results similar to the original study. A 2012 study by the same research team of the publication history of the top 100 psychology journals found that only 1.07 percent of publications were replications.
Although the percentage of education replications is quite small, it is increasing. Currently, about one in 500 studies are replications, an increase from one in 2,000 in 1990.
“The desire to distinguish ‘truth from nonsense’ is a constant struggle within science, and the education sciences are no exception,” said co-author Jonathan A. Plucker. “The need to increase replication is apparent and permeates all levels of education research, to provide both confidence in our collective work and disincentives for misconduct.”
“If education research wants to be relied upon in the real world, conducting independent replication is essential,” said co-author Matthew C. Makel. “Replications of important research findings will lead to stronger and more accurate policy and practice recommendations.”
The authors identified eight reasons, or biases, that help explain the lack of replication in the education research field. These include submission bias, funding bias, editor/reviewer bias, journal publication policy bias, hiring bias, promotion bias, journals-analyzed bias, and “novelty equals creativity” bias. (See page 3 of the study for details about these factors.)
The authors recommend several steps for increasing the rate of replication in education research. These include revising journal editorial policies to explicitly encourage submission of replication studies, creating a new article type in journals for replications, adopting universal standards for conducting replications, and introducing replication training into graduate and undergraduate student projects.
Abstract of the research:
Despite increased attention to methodological rigor in education research, the field has focused heavily on experimental design and not on the merit of replicating important results. The present study analyzed the complete publication history of the current top 100 education journals ranked by 5-year impact factor and found that only 0.13% of education articles were replications. Contrary to previous findings in medicine, but similar to psychology, the majority of education replications successfully replicated the original studies. However, replications were significantly less likely to be successful when there was no overlap in authorship between the original and replicating articles. The results emphasize the importance of third-party, direct replications in helping education research improve its ability to shape education policy and practice.