A latent profile analysis using the theory of planned behavior to predict alcohol use

Psychol Health. 2022 Jun;37(6):799-810. doi: 10.1080/08870446.2021.1903462. Epub 2021 Mar 28.

Abstract

Objective: The current study sought to identify subgroups of adult drinkers who differ in their level of association between alcohol-related Theory of Planned Behavior (TPB) constructs (attitudes, perceived norms, self-efficacy, and intentions), and explore if distinct subgroup profiles relate to alcohol use two weeks later.

Design: Participants (N = 121) were recruited to participate in a two-week study about daily experiences with exercise and alcohol (Mage = 30.93; SDage = 9.88; 59.2% female; 71.1% Caucasian).

Main outcome measures: Alcohol attitudes, subjective norms, alcohol refusal self-efficacy, and intentions were used to create class membership. Behavioral outcomes included (1) drinking frequency, (2) drinking quantity, and (3) drinking to get drunk.

Results: Two classes of drinkers were determined - Class 1 was categorized by moderate scores on all constructs, whereas Class 2 was categorized by moderate scores on attitudes and high scores on norms, alcohol refusal self-efficacy, and intentions. Class designation was associated with frequency, but not quantity of use.

Conclusion: The current study suggests that a minority of individuals who score moderately across all constructs should receive intervention efforts that focus on just those included in the TPB, while the vast majority may require additional constructs to be addressed.

Keywords: Theory of planned behavior; alcohol use; drinking refusal self-efficacy; latent profile analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Alcohol Drinking / epidemiology
  • Alcoholic Intoxication*
  • Attitude
  • Child
  • Female
  • Humans
  • Intention
  • Male
  • Psychological Theory*