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Preventing lower-level gambling harms: Shifting from individual- to system-frame approaches
1Brain and Mind Centre, School of Psychology, University of Sydney, Sydney, Australia.
Addiction (Abingdon, England)
|May 8, 2026
Summary
Systemic changes, not just individual responsibility, are key to preventing widespread gambling harm. Shifting focus to structural reforms (s-frame) offers a more effective public health approach to reduce gambling-related harms at a population level.
Area of Science:
- Public Health
- Behavioral Science
- Gambling Studies
Background:
- Gambling-related harm affects individuals beyond those with diagnosed disorders.
- A public health approach necessitates addressing both individual and systemic risk factors.
- Current research and policy predominantly focus on individual responsibility interventions.
Purpose of the Study:
- To reorient gambling harm prevention efforts using the individual-frame (i-frame) and system-frame (s-frame) distinction.
- To argue that s-frame approaches are more effective for population-level gambling harm prevention.
- To explain the dominance of i-frame approaches and advocate for a shift towards s-frame strategies.
Main Methods:
- Conceptual analysis based on Chater and Loewenstein's i-frame/s-frame distinction.
- Argumentative framework to contrast the efficacy of individual vs. systemic interventions.
- Literature review and policy analysis to understand the current landscape of gambling harm prevention.
Main Results:
- S-frame interventions are better suited for population-level harm reduction as they do not rely on individual recognition of complex product features.
- S-frame approaches are universally applicable and can counteract commercial interests without depending on consumer self-restraint.
- Overreliance on i-frame interventions carries opportunity costs and can perpetuate the status quo.
Conclusions:
- Research priorities should shift towards understanding, implementing, and evaluating systemic solutions for gambling harm.
- While i-frame interventions support individuals seeking help, population-level prevention requires investment in structural reforms.
- Making gambling products safer by design through structural solutions is crucial for preventing widespread harm.
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