Tutorial: Nuisance or Substance? Leveraging Heterogeneity of Preferences

Michel Regenwetter, Maria M. Robinson

Research output: Contribution to journalArticlepeer-review

Abstract

Psychology and neighboring disciplines are currently consumed with a replication crisis. Recent work has shown that replication can have the unintended consequence of perpetuating unwarranted conclusions when repeating an incorrect line of scientific reasoning from one study to another. This tutorial shows how decision researchers can derive logically coherent predictions from their theory by keeping track of the heterogeneity of preference the theory permits, rather than dismissing such heterogeneity as a nuisance. As an illustration, we reanalyze data of Barron and Ursino (2013). By keeping track of the heterogeneity of preferences permitted by Cumulative Prospect Theory, we show how the analysis and conclusions of Barron and Ursino (2013) change. This tutorial is intended as a blue-print for graduate student projects that dig deeply into the merits of prior studies and/or that supplement replication studies with a quality check.

Original languageEnglish (US)
Article numberE60
JournalSpanish Journal of Psychology
DOIs
StateAccepted/In press - Jan 1 2019

Keywords

  • heterogeneity of behavior
  • random preference
  • replicability
  • tutorial

ASJC Scopus subject areas

  • Language and Linguistics
  • Psychology(all)
  • Linguistics and Language

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