Base-rates, cut-points and interaction effects: the problem with dichotomized continuous variables.

Abstract:

:On the background of the recent discussion about the appropriateness of linear difference and ratio models for testing interaction effects of social support and stress, it is argued that interaction effects are basically unstable when dichotomized continuous variables are analysed. A data set with known interrelationships of the continuous variables 'stress', 'social support', and 'depression' was simulated and analysed in tabular format. It is shown that the choice of cut-points for the independent variables crucially determines the size and presence of interaction effects in ratio analysis models.

journal_name

Psychol Med

journal_title

Psychological medicine

authors

Veiel HO

doi

10.1017/s0033291700008394

subject

Has Abstract

pub_date

1988-08-01 00:00:00

pages

703-10

issue

3

eissn

0033-2917

issn

1469-8978

journal_volume

18

pub_type

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