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Related Concept Videos

Hypothesis Test for Test of Independence01:16

Hypothesis Test for Test of Independence

The test of independence is a chi-square-based test used to determine whether two variables or factors are independent or dependent. This hypothesis test is used to examine the independence of the variables. One can construct two qualitative survey questions or experiments based on the variables in a contingency table. The goal is to see if the two variables are unrelated (independent) or related (dependent). The null and alternative hypotheses for this test are:
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The Motivation for Alcohol Reward: Predictors of Progressive-Ratio Intravenous Alcohol Self-Administration in Humans
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Evaluating Alcoholics Anonymous's effect on drinking in Project MATCH using cross-lagged regression panel analysis.

Stephen Magura1, Charles M Cleland, J Scott Tonigan

  • 1The Evaluation Center, Western Michigan University, Kalamazoo, Michigan, USA. stephen.magura@wmich.edu

Journal of Studies on Alcohol and Drugs
|March 16, 2013
PubMed
Summary

Alcoholics Anonymous (AA) participation significantly increases alcohol abstinence and reduces drinking problems, particularly in outpatient settings. This study provides evidence supporting AA

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Area of Science:

  • Addiction research
  • Clinical psychology
  • Public health

Background:

  • Alcohol use disorder (AUD) treatment effectiveness is crucial.
  • Understanding the impact of mutual help groups like Alcoholics Anonymous (AA) is important.
  • Project MATCH provides a valuable dataset for analyzing treatment outcomes.

Purpose of the Study:

  • To determine if Alcoholics Anonymous (AA) participation reduces alcohol consumption and related problems.
  • To analyze AA's causal impact using existing Project MATCH data.
  • To investigate the relationship between AA attendance and drinking behavior.

Main Methods:

  • Structural equation modeling (SEM) of panel data.
  • Cross-lagged partial regression coefficients to model reciprocal causation.
  • Analysis of longitudinal data from Project MATCH.

Main Results:

  • AA attendance strongly predicts increased alcohol abstinence in outpatients (n=952).
  • AA attendance reduces drinking and alcohol-related problems for outpatients.
  • Results for the aftercare subsample (n=774) suggest similar positive outcomes, though less definitively.

Conclusions:

  • While randomized controlled trials are ideal, this study offers robust evidence of AA's effectiveness.
  • The findings support a causal link between AA participation and improved drinking outcomes, especially in primary outpatient treatment.
  • The study highlights the utility of advanced statistical methods for analyzing existing datasets to understand intervention efficacy.