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How redefining statistical significance can worsen the replication crisis

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  • Williams, Cole Randall

Abstract

In response to the replication crisis in science, a group of prominent scholars has proposed redefining statistical significance by reducing the p-value significance threshold from 0.05 to 0.005. Rather than solving the replication problem, I show that lowering the significance threshold can increase the rate of false positives by creating a negative selection effect. Thus, redefining statistical significance may not be a silver bullet for solving the replication crisis.

Suggested Citation

  • Williams, Cole Randall, 2019. "How redefining statistical significance can worsen the replication crisis," Economics Letters, Elsevier, vol. 181(C), pages 65-69.
    • Handle: RePEc:eee:ecolet:v:181:y:2019:i:c:p:65-69
    DOI: 10.1016/j.econlet.2019.05.007
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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. Valentin Amrhein & Sander Greenland, 2018. "Remove, rather than redefine, statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 4-4, January.
    3. Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
      • Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    4. Colin F. Camerer & Anna Dreber & Felix Holzmeister & Teck-Hua Ho & Jürgen Huber & Magnus Johannesson & Michael Kirchler & Gideon Nave & Brian A. Nosek & Thomas Pfeiffer & Adam Altmejd & Nick Buttrick , 2018. "Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015," Nature Human Behaviour, Nature, vol. 2(9), pages 637-644, September.
    5. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    6. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    7. Daniel Lakens & Federico G. Adolfi & Casper J. Albers & Farid Anvari & Matthew A. J. Apps & Shlomo E. Argamon & Thom Baguley & Raymond B. Becker & Stephen D. Benning & Daniel E. Bradford & Erin M. Buc, 2018. "Justify your alpha," Nature Human Behaviour, Nature, vol. 2(3), pages 168-171, March.
    8. Camerer, Colin & Dreber, Anna & Forsell, Eskil & Ho, Teck-Hua & Huber, Jurgen & Johannesson, Magnus & Kirchler, Michael & Almenberg, Johan & Altmejd, Adam & Chan, Taizan & Heikensten, Emma & Holzmeist, 2016. "Evaluating replicability of laboratory experiments in Economics," MPRA Paper 75461, University Library of Munich, Germany.
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