Literature DB >> 3186870

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

H O Veiel1.   

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.

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Year:  1988        PMID: 3186870     DOI: 10.1017/s0033291700008394

Source DB:  PubMed          Journal:  Psychol Med        ISSN: 0033-2917            Impact factor:   7.723


  3 in total

1.  Relationships between obesity and DSM-IV major depressive disorder, suicide ideation, and suicide attempts: results from a general population study.

Authors:  K M Carpenter; D S Hasin; D B Allison; M S Faith
Journal:  Am J Public Health       Date:  2000-02       Impact factor: 9.308

2.  Baseline serum C-reactive protein is associated with lipid responses to low-fat and high-polyunsaturated fat diets.

Authors:  Marie-Pierre St-Onge; Sijian Zhang; Betty Darnell; David B Allison
Journal:  J Nutr       Date:  2009-04       Impact factor: 4.798

3.  At Odds: Concerns Raised by Using Odds Ratios for Continuous or Common Dichotomous Outcomes in Research on Physical Activity and Obesity.

Authors:  Gina S Lovasi; Lindsay J Underhill; Darby Jack; Catherine Richards; Christopher Weiss; Andrew Rundle
Journal:  Open Epidemiol J       Date:  2012
  3 in total

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