Analyzing Social Media to Infer Mental Health Status and Affective States for Crisis and Disaster Management: Scoping Review - Report - MDSpire

Examining Social Media for Insights into Mental Health and Emotional Conditions in Crisis and Disaster Management: A Scoping Review

  • By

  • Francesca Müller

  • Samuel Tomczyk

  • Frank Fiedrich

  • July 20, 2026

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Clinical Report: Examining Social Media for Insights into Mental Health

Overview

This scoping review investigates the role of social media in assessing mental health and emotional conditions during crises and disasters.

Background

Understanding the psychological and social needs of populations during crises is crucial for effective disaster management. Social media has emerged as a valuable tool for gathering real-time psychosocial data.

Data Highlights

No specific numerical or trial data provided in the source material.

Key Findings

  • Social media can provide real-time insights into emotional trends and community needs during crises.
  • There are challenges in analyzing mental health data from social media due to stigma and communication barriers.
  • Digital monitoring can support community coping mechanisms in disaster management.
  • Social media platforms can help correct misinformation during crises.

Clinical Implications

Healthcare professionals should consider the role of social media in crisis response planning.

Conclusion

The review discusses the role of social media in crisis management.

Related Resources & Content

  1. Journal of Medical Internet Research (JMIR), 2026 -- Patterns of Digital Media Engagement During Wartime and Their Associations With Stress, Resilience, and Well-Being: Cross-Sectional Survey Study
  2. Frontiers in Digital Health, 2026 -- Mental health app crisis support assessment framework: development and pilot testing
  3. Utilizing Social Media in Neurosurgery: A Comprehensive Literature Review
  4. Frontiers in Digital Health, 2026 -- Mental Health Outcomes and Use of Online Mental Health Tools Following a Public Health Deployment of the Mindfulness Meditation App Headspace
  5. Social listening in infodemic management for public health emergencies: guidance on ethical considerations, WHO
  6. Journal of Medical Internet Research - Social-Media-Based Mental Health Interventions: Meta-Analysis of Randomized Controlled Trials
  7. A randomized controlled trial of a trauma-informed smartphone application in reducing firefighters’ mental health symptoms | npj Digital Medicine
  8. Social listening in infodemic management for public health emergencies: guidance on ethical considerations
  9. Journal of Medical Internet Research - Social-Media-Based Mental Health Interventions: Meta-Analysis of Randomized Controlled Trials
  10. A randomized controlled trial of a trauma-informed smartphone application in reducing firefighters’ mental health symptoms | npj Digital Medicine

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