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The Mental Health Continuum Short Form

Keyes's fourteen-item validated instrument for classifying individuals as flourishing, moderately mentally healthy, or languishing — the diagnostic tool the AI industry needs and does not yet use.
The Mental Health Continuum Short Form (MHC-SF) is the validated assessment instrument Keyes developed to operationalize his continuum model for research and practice. Fourteen items — three measuring emotional well-being, six measuring psychological well-being, and five measuring social well-being — are administered on a frequency scale asking how often in the past month the respondent experienced each feature. The scoring algorithm generates a diagnostic classification: flourishing, moderate, or languishing. The instrument has been validated across cultures, age groups, and occupational categories, and is free for research use.
The Mental Health Continuum Short Form
The Mental Health Continuum Short Form

In The You On AI Field Guide

The MHC-SF's brevity is deliberate. Keyes designed it to be administered alongside existing organizational and research surveys without significant respondent burden. The full version (MHC-LF) contains forty items; the short form preserves the diagnostic structure in a fraction of the time, making it practical for population-scale use.

Validation studies have demonstrated reliability and validity across dozens of countries, including studies in Africa, Asia,

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