The problem with categorical thinking by psychologists.

Abstract:

:Continua abound in the natural world, but the treatment of these continua in the psychological study of behavior is often categorical. Four practices and their consequences are considered: limited sampling of a continuum, turning continuous predictors into categories through dichotomization and similar practices, treating continuous predictors as categorical in an analysis, and overuse of the analysis of variance. Concrete examples illustrate the consequences of these practices. Recommendations to improve the treatment of continua, both in the design and analysis of data, are provided.

journal_name

Behav Processes

journal_title

Behavioural processes

authors

Young ME

doi

10.1016/j.beproc.2015.09.009

subject

Has Abstract

pub_date

2016-02-01 00:00:00

pages

43-53

eissn

0376-6357

issn

1872-8308

pii

S0376-6357(15)30039-5

journal_volume

123

pub_type

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