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      Evidence of HARKing in mouse behavioural tests of anxiety

      research-article
      1 , , 1 , 1 , 1
      Royal Society Open Science
      The Royal Society
      HARKing, behavioural test, anxiety

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          Abstract

          Over the last decades, behavioural tests in animals, especially rodents, have been a standard screening method to determine the mechanisms of action and efficacy of psychopharmacological compounds. Yet, recently the reproducibility of some of these tests has been questioned. Based on a systematic review of the sensitivity of mouse behavioural tests to anxiolytic drugs, we analysed behavioural outcomes extracted from 206 studies testing the effect of diazepam in either the open-field test or the hole-board test. Surprisingly, we found that both the rationale given for using the test, whether to detect anxiolytic or sedative effects, and the predicted effect of diazepam, anxiolytic or sedative, strongly depended on the reported test results. The most likely explanation for such strong dependency is post hoc reasoning, also called hypothesizing after the results are known (HARKing). HARKing can invalidate study outcomes and hampers evidence synthesis by inflating effect sizes. It may also lead researchers into blind alleys, and waste animals, time and resources for inconclusive research.

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          The file drawer problem and tolerance for null results.

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            A manifesto for reproducible science

            Improving the reliability and efficiency of scientific research will increase the credibility of the published scientific literature and accelerate discovery. Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives. There is some evidence from both simulations and empirical studies supporting the likely effectiveness of these measures, but their broad adoption by researchers, institutions, funders and journals will require iterative evaluation and improvement. We discuss the goals of these measures, and how they can be implemented, in the hope that this will facilitate action toward improving the transparency, reproducibility and efficiency of scientific research.
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              The preregistration revolution

              Progress in science relies in part on generating hypotheses with existing observations and testing hypotheses with new observations. This distinction between postdiction and prediction is appreciated conceptually but is not respected in practice. Mistaking generation of postdictions with testing of predictions reduces the credibility of research findings. However, ordinary biases in human reasoning, such as hindsight bias, make it hard to avoid this mistake. An effective solution is to define the research questions and analysis plan before observing the research outcomes—a process called preregistration. Preregistration distinguishes analyses and outcomes that result from predictions from those that result from postdictions. A variety of practical strategies are available to make the best possible use of preregistration in circumstances that fall short of the ideal application, such as when the data are preexisting. Services are now available for preregistration across all disciplines, facilitating a rapid increase in the practice. Widespread adoption of preregistration will increase distinctiveness between hypothesis generation and hypothesis testing and will improve the credibility of research findings.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysis
                Role: Data curation
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: MethodologyRole: Project administrationRole: VisualizationRole: Writing – original draftRole: Writing – review and editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: VisualizationRole: Writing – original draftRole: Writing – review and editing
                Journal
                R Soc Open Sci
                R Soc Open Sci
                RSOS
                royopensci
                Royal Society Open Science
                The Royal Society
                2054-5703
                August 2024
                August 21, 2024
                August 21, 2024
                : 11
                : 8
                : 231744
                Affiliations
                [ 1 ] Animal Welfare Division, University of Bern, Länggassstrasse 120; , Bern 3012, Switzerland
                Author information
                https://orcid.org/0000-0002-1236-4085
                https://orcid.org/0000-0002-2934-3010
                Article
                rsos231744
                10.1098/rsos.231744
                11335400
                ccc7b183-7f42-4720-bcde-ef647c537106
                © 2024 The Authors.

                Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.

                History
                : November 14, 2023
                : February 29, 2024
                : July 16, 2024
                Funding
                Funded by: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, FundRef http://dx.doi.org/10.13039/501100001711;
                Categories
                1001
                1001
                1001
                14
                42
                133
                Psychology and Cognitive Neuroscience
                Research Articles

                harking,behavioural test,anxiety
                harking, behavioural test, anxiety

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