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The Gambling Harms Severity Index (GHSI): Development of a Holistic Framework and Measurement Instruments for Gambling Related Harms and Recovery

Author: James Close, Ryan Statton, Imogen Martin, Crescenzo Pinto, Sara Davies, Jamie Wheaton, Mark Conway, David Quinti, Colin Walsh, Sharon Collard, Matthew Browne and Mara Airoldi Published: February 2026

Summary

This report covers a large, mixed-methods research programme with the aim to develop a new framework for the measurement of gambling harms.

Topics covered

  • The diverse ways that gambling can negatively affect individuals and communities.
  • The Gambling Harms Severity Index (GHSI), and GHSI-AO (for affected others) - new tools to capture the breath and severity of gambling harms.
  • Findings from a multiple criteria decision analysis approach to compare gambling harms with harms from other substances.

Key findings

  • Gambling harms are broad, interconnected, and extend well beyond money. Harms affect wellbeing, relationships, and resources, often reinforcing each other over time, and they impact not only people who gamble but also partners, families, and other affected others. Recovery is similarly multi-dimensional and not reducible to simply “stopping gambling”.
  • New, robust tools now measure gambling harm directly — for both people who gamble and affected others. The Gambling Harms Severity Index (GHSI-10) and GHSI-AO-10 are co-designed, non-stigmatising measures that reliably capture the full spectrum and severity of real-world harm, outperforming older diagnostic tools focused on “problem gambling”.
  • Gambling harms cause large, clinically meaningful reductions in quality of life and capability. In Great Britain, increasing harm is associated with substantial losses in wellbeing and life capability, with severe gambling harm producing impacts comparable to — or greater than — depression and opiate dependence. Affected others experience harms of similar magnitude.
  • When assessed holistically, gambling harms are comparable to alcohol and cocaine. Using a multi-criteria decision analysis, high-risk gambling was rated as equally harmful overall as high-risk alcohol use and more harmful than cocaine once mental wellbeing, financial strain, and relationship harms — including harm to others — are fully accounted for.
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