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Related Experiment Video

Updated: Mar 9, 2026

Polar Histogram Visualization of Acute Stress Disorder Scale Scores for Comprehensive Clinical Assessment
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Evaluating psychological distress data.

James McIntosh1,2

  • 1Economics Department, Concordia University, Montreal, Canada.

International Journal of Methods in Psychiatric Research
|December 30, 2016
PubMed
Summary
This summary is machine-generated.

The Kessler k6 psychological distress scale is a more effective measure of mental health and treatment seeking than item response theory (IRT) models. Analyzing individual items offers better insights into distress determinants.

Keywords:
Item response modelsNational Survey of Drug Use and HealthPsychological Distress Score

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Area of Science:

  • Psychiatry
  • Psychometrics
  • Public Health

Background:

  • The Kessler k6 scale is a widely used measure of psychological distress.
  • Item response theory (IRT) offers an alternative method for analyzing psychological distress data.

Purpose of the Study:

  • To compare the Kessler k6 scale with an IRT-derived score (θ*) for measuring psychological distress.
  • To evaluate the utility of both measures in predicting treatment program participation.
  • To explore alternative methods for analyzing the individual items comprising the Kessler k6 scale.

Main Methods:

  • Analysis of the 2014 National Survey of Drug Use and Health data.
  • Application of count models for the Kessler k6 scores.
  • Application of item response theory (IRT) models to generate an alternative distress score, θ*.
  • Examination of ordered probability models for individual item analysis.

Main Results:

  • The Kessler k6 score and the IRT-derived score (θ*) showed low correlation and different distributions, with k6 indicating better mental health.
  • The k6 score was a significantly better predictor of treatment program participation than θ*.
  • Analyzing individual items using ordered probability models provided superior results for identifying determinants of psychological distress compared to using the aggregated k6 score.

Conclusions:

  • The Kessler k6 scale is a more effective and simpler diagnostic tool for psychological distress than IRT-derived scores.
  • IRT models have a limited role in analyzing psychological distress data, particularly for predicting treatment seeking.
  • Researchers should consider analyzing individual items of psychological distress scales using appropriate statistical models for deeper insights into contributing factors.