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Clarifying the relationship between trait aggression and self-control using random item slope regression.

Samuel J West1,2, Nicholas D Thomson2

  • 1Department of Psychology, Virginia State University, Petersburg, Virginia, USA.

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Conflicting findings on self-control and aggression may stem from unaccounted random item slopes. Accounting for these slopes reveals a more complex, sometimes positive, relationship between trait aggression and self-control.

Keywords:
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Area of Science:

  • Psychology
  • Quantitative Psychology

Background:

  • Previous research often shows a negative association between self-control and aggression.
  • Recent literature suggests a more complex, potentially positive, relationship.
  • Conflicting results may arise from statistical artifacts in measurement models.

Purpose of the Study:

  • To investigate the hypothesis that self-control shares random item slopes with trait aggression facets.
  • To determine if unaccounted random item slopes contribute to Type I errors in aggression-self-control research.

Main Methods:

  • Utilized random item slope regression analysis.
  • Employed the Buss-Perry Questionnaire for trait aggression.
  • Used the Brief Self-Control Scale for self-control assessment.
  • Sample size (N=1386).

Main Results:

  • Significant shared random item slopes were found between trait aggression facets and self-control.
  • Many of these shared slopes were positive, contradicting simpler negative associations.
  • Models ignoring random slopes exhibited Type I error inflation.

Conclusions:

  • Shared random item slopes may explain inconsistencies in the aggression-self-control literature.
  • Researchers should consider testing for random item slopes when examining self-control and aggression.