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Study of 10,000+ mHealth apps finds consent and permission failures

Original title: Bad Diagnosis: Analyzing Consent and Data Collection Practices of Mobile Medical Apps

arXiv cs.CRby Ethan Myers ()1 min read1 · 1 read
AI summary · x-ai/grok-4.7Summaries by Vani AI

About 93% lacked a consent form, and 69.15% requested at least one permission unrelated to the stated purpose.

A measurement study of more than 10,000 Google Play mobile health apps combines static analysis with privacy-policy review. The authors separate health apps from general wellness programs and look for permission misuse and consent gaps. They report frequent requests for location, camera, and microphone access without a stated functional need, and say missing consent forms violate requirements such as GDPR. They plan to release the dataset and tools.

Unconfirmed: Figures come from the authors' measurement study; the dataset and tools are not yet released.

Key facts
  • Over 52.9% of the studied apps requested location data.
  • Camera access was requested by 50.5% and microphone access by 34.9%.
  • Among the 7% with a consent form, 1 in 14 had a gap with PII collection.
  • Covered data includes mental health records, glucose readings, and heart rate.
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From the original article

1 min read at arxiv.org

Mobile health (mHealth) apps collect personally-identifiable information while handling uniquely sensitive medical data, ranging from mental health records to real-time glucose or heart rate monitoring -- yet they remain poorly understood at scale.

arXiv cs.CR

By Ethan Myers · arxiv.org

Read the full article at arXiv cs.CR

A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.