Why Hypothesis Testers Should Spend Less Time Testing Hypotheses.

exploratory research hypothesis testing replication crisis

Journal

Perspectives on psychological science : a journal of the Association for Psychological Science
ISSN: 1745-6924
Titre abrégé: Perspect Psychol Sci
Pays: United States
ID NLM: 101274347

Informations de publication

Date de publication:
07 2021
Historique:
pubmed: 17 12 2020
medline: 7 10 2021
entrez: 16 12 2020
Statut: ppublish

Résumé

For almost half a century, Paul Meehl educated psychologists about how the mindless use of null-hypothesis significance tests made research on theories in the social sciences basically uninterpretable. In response to the replication crisis, reforms in psychology have focused on formalizing procedures for testing hypotheses. These reforms were necessary and influential. However, as an unexpected consequence, psychological scientists have begun to realize that they may not be ready to test hypotheses. Forcing researchers to prematurely test hypotheses before they have established a sound "derivation chain" between test and theory is counterproductive. Instead, various nonconfirmatory research activities should be used to obtain the inputs necessary to make hypothesis tests informative. Before testing hypotheses, researchers should spend more time forming concepts, developing valid measures, establishing the causal relationships between concepts and the functional form of those relationships, and identifying boundary conditions and auxiliary assumptions. Providing these inputs should be recognized and incentivized as a crucial goal in itself. In this article, we discuss how shifting the focus to nonconfirmatory research can tie together many loose ends of psychology's reform movement and help us to develop strong, testable theories, as Paul Meehl urged.

Identifiants

pubmed: 33326363
doi: 10.1177/1745691620966795
pmc: PMC8273364
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

744-755

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Auteurs

Anne M Scheel (AM)

Human-Technology Interaction Group, Eindhoven University of Technology.

Leonid Tiokhin (L)

Human-Technology Interaction Group, Eindhoven University of Technology.

Peder M Isager (PM)

Human-Technology Interaction Group, Eindhoven University of Technology.

Daniël Lakens (D)

Human-Technology Interaction Group, Eindhoven University of Technology.

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Classifications MeSH