Literature DB >> 31976422

The "Reproducibility Crisis:" Might the Methods Used Frequently in Behavior-Analysis Research Help?

Marc N Branch1.   

Abstract

Mainstream biomedical and behavioral sciences are facing what has been dubbed "the reproducibility crisis." The crisis is borne out of failures to replicate the results of published research at an average rate of somewhere near 50%. In this paper I make a case that the prime culprit leading to this unsatisfactory state of affairs has been the widespread use of p-values from tests of statistical significance as a criterion for publication. Even though it has been known, and made public, for decades that p-values provide no quantitative information about the likelihood that experimental results are likely to be repeatable, they remain a fundamental criterion for publication. A growing realization among researchers that p-values do not provide information that bears on repeatability may offer an opportunity for wider application of research methods frequently used in the research specialty known as Behavior Analysis, as well as a few other research traditions. These alternative approaches are founded on within- and between-participant replication as integral parts of research designs. The erosion of public confidence in science, which is bolstered by the reproducibility crisis, is a serious threat. Anything that the field of Behavior Analysis can offer as assistance in ameliorating the problem should be welcomed. © Association for Behavior Analysis International 2018.

Entities:  

Keywords:  Individual-case designs; P-values; Replication; Statistical significance

Year:  2018        PMID: 31976422      PMCID: PMC6701500          DOI: 10.1007/s40614-018-0158-5

Source DB:  PubMed          Journal:  Perspect Behav Sci        ISSN: 2520-8969


  5 in total

1.  Monte Carlo Analyses for Single-Case Experimental Designs: An Untapped Resource for Applied Behavioral Researchers and Practitioners.

Authors:  Jonathan E Friedel; Alison Cox; Ann Galizio; Melissa Swisher; Megan L Small; Sofia Perez
Journal:  Perspect Behav Sci       Date:  2021-11-24

2.  Meta-Analytic Methods to Detect Publication Bias in Behavior Science Research.

Authors:  Art Dowdy; Donald A Hantula; Jason C Travers; Matt Tincani
Journal:  Perspect Behav Sci       Date:  2021-07-21

3.  Dynamic effects of dietary protein restriction on body weights, food consumption, and protein preference in C57BL/6J and Fgf21-KO mice.

Authors:  Francis Torres; Shahjalal Khan; Sun Ok Fernandez-Kim; Redin Spann; Diana Albarado; Thomas J Wagner; Christopher D Morrison; Paul L Soto
Journal:  J Exp Anal Behav       Date:  2022-03-11       Impact factor: 2.215

4.  The consecutive controlled case series: Design, data-analytics, and reporting methods supporting the study of generality.

Authors:  Louis P Hagopian
Journal:  J Appl Behav Anal       Date:  2020-03-03

5.  Improving reproducibility in animal research by splitting the study population into several 'mini-experiments'.

Authors:  Vanessa Tabea von Kortzfleisch; Natasha A Karp; Rupert Palme; Sylvia Kaiser; Norbert Sachser; S Helene Richter
Journal:  Sci Rep       Date:  2020-10-06       Impact factor: 4.379

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.