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Arikewuyo AO, Eluwole KK, Dambo TH, Abdulbaqi SS. Do low self-esteem, relationship dissatisfaction and relationship insecurity exacerbate the intention to break up in romantic relationships? CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-020-01221-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Obels P, Lakens D, Coles NA, Gottfried J, Green SA. Analysis of Open Data and Computational Reproducibility in Registered Reports in Psychology. ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE 2020. [DOI: 10.1177/2515245920918872] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Ongoing technological developments have made it easier than ever before for scientists to share their data, materials, and analysis code. Sharing data and analysis code makes it easier for other researchers to reuse or check published research. However, these benefits will emerge only if researchers can reproduce the analyses reported in published articles and if data are annotated well enough so that it is clear what all variable and value labels mean. Because most researchers are not trained in computational reproducibility, it is important to evaluate current practices to identify those that can be improved. We examined data and code sharing for Registered Reports published in the psychological literature from 2014 to 2018 and attempted to independently computationally reproduce the main results in each article. Of the 62 articles that met our inclusion criteria, 41 had data available, and 37 had analysis scripts available. Both data and code for 36 of the articles were shared. We could run the scripts for 31 analyses, and we reproduced the main results for 21 articles. Although the percentage of articles for which both data and code were shared (36 out of 62, or 58%) and the percentage of articles for which main results could be computationally reproduced (21 out of 36, or 58%) were relatively high compared with the percentages found in other studies, there is clear room for improvement. We provide practical recommendations based on our observations and cite examples of good research practices in the studies whose main results we reproduced.
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Affiliation(s)
- Pepijn Obels
- Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology
| | - Daniël Lakens
- Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology
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Introduction to the special issue – A replication project in personality psychology. JOURNAL OF RESEARCH IN PERSONALITY 2018. [DOI: 10.1016/j.jrp.2017.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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