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Smartphone Apps for Problematic Pornography Use: A Review of Content and Quality
Victoria Hart-Derrick1,2, Sanya Virani3,4, Odel Zadeh3
1Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
Current Addiction Reports
|July 23, 2026
Summary
Mobile health apps for problematic pornography use often lack engaging features like mindfulness or CBT. Apps incorporating these elements show higher engagement, but quality isn't reflected in app store ratings.
Area of Science:
- Digital Health
- Psychology
- Mobile Health Interventions
Background:
- Problematic pornography use (PPU) is linked to adverse psychosocial outcomes.
- Access to effective psychosocial treatments for PPU can be limited.
- Mobile health (mHealth) applications offer a potential avenue to overcome treatment access barriers.
Purpose of the Study:
- To review and assess the features and quality of available mHealth apps for PPU.
- To identify common functionalities and therapeutic content within these applications.
Main Methods:
- A systematic review of iPhone applications related to PPU was conducted.
- The Mobile App Rating Scale (MARS) was used to evaluate app quality.
- App features, content (mindfulness, CBT, psychoeducation), and user ratings were analyzed.
Main Results:
- Twenty-three apps were analyzed; common features included abstinence tracking and goal setting.
- Mindfulness, CBT, or strategy-based content was present in less than half of the apps.
- Apps with therapeutic content scored higher on engagement, but app store ratings did not correlate with quality or features.
Conclusions:
- mHealth apps incorporating mindfulness, CBT, or coping strategies may be more engaging and higher quality.
- The quality of PPU mHealth apps is not reliably indicated by public app store ratings.
- Findings can guide the development of improved mHealth tools for PPU support.
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