exploratory: A Tool for Large-Scale Exploratory Analyses

★ ★ ★ ★ ★ | 2 reviews | 11 users

Last accessed Jul 03, 2026
Author Jin Kim Biostatistics research coordinator

About the app

Exploratory is an intuitive tool for conducting large-scale exploratory analyses easily and quickly. Exploratory allows researchers to conduct all possible correlation, moderation, and mediation analyses among selected variables in their data set with minimal effort and time. Compared to a popular alternative, SPSS, Exploratory is shown to be orders of magnitude easier and faster at conducting exploratory analyses. The article demonstrates how to use Exploratory and discusses the caveat to using it. As long as researchers use Exploratory as intended—to discover novel hypotheses to investigate in follow-up studies, rather than to confirm nonexistent a priori hypotheses (i.e., p-hacking)—Exploratory can promote progress in behavioral science by encouraging more exploratory analyses and therefore more discoveries. Original article: https://psyarxiv.com/37fvm/

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