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Improving the Conduct and Reporting of Statistical Analysis in Psychology

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  • Klaas Sijtsma
  • Coosje Veldkamp
  • Jelte Wicherts

Abstract

We respond to the commentaries Waldman and Lilienfeld (Psychometrika, 2015 ) and Wigboldus and Dotch (Psychometrika, 2015 ) provided in response to Sijtsma’s (Sijtsma in Psychometrika, 2015 ) discussion article on questionable research practices. Specifically, we discuss the fear of an increased dichotomy between substantive and statistical aspects of research that may arise when the latter aspects are laid entirely in the hands of a statistician, remedies for false positives and replication failure, and the status of data exploration, and we provide a re-definition of the concept of questionable research practices. Copyright The Psychometric Society 2016

Suggested Citation

  • Klaas Sijtsma & Coosje Veldkamp & Jelte Wicherts, 2016. "Improving the Conduct and Reporting of Statistical Analysis in Psychology," Psychometrika, Springer;The Psychometric Society, vol. 81(1), pages 33-38, March.
    • Handle: RePEc:spr:psycho:v:81:y:2016:i:1:p:33-38
    DOI: 10.1007/s11336-015-9444-2
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    References listed on IDEAS

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    1. John P A Ioannidis, 2005. "Why Most Published Research Findings Are False," PLOS Medicine, Public Library of Science, vol. 2(8), pages 1-1, August.
    2. Daniele Fanelli, 2013. "Redefine misconduct as distorted reporting," Nature, Nature, vol. 494(7436), pages 149-149, February.
    3. Coosje L S Veldkamp & Michèle B Nuijten & Linda Dominguez-Alvarez & Marcel A L M van Assen & Jelte M Wicherts, 2014. "Statistical Reporting Errors and Collaboration on Statistical Analyses in Psychological Science," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-19, December.
    4. Denny Borsboom, 2006. "The attack of the psychometricians," Psychometrika, Springer;The Psychometric Society, vol. 71(3), pages 425-440, September.
    5. Lee Cronbach, 1954. "Report on a psychometric mission to clinicia," Psychometrika, Springer;The Psychometric Society, vol. 19(4), pages 263-270, December.
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