Identifying Factors Associated With Heightened Anxiety During Breast Cancer Diagnosis Through the Analysis of Social Media Data on Reddit: Mixed Methods Study
2024

Understanding Anxiety During Breast Cancer Diagnosis Through Reddit Posts

Sample size: 2170 publication 10 minutes Evidence: moderate

Author Information

Author(s): Taiane de Azevedo Cardoso, Arka Ghosh, Ping Zhu, Joni Pierce, Mike Conway, Kathryn Grace, Jude Mikal

Primary Institution: University of Utah

Hypothesis

This study aimed to identify factors associated with heightened anxiety during the breast cancer diagnosis process.

Conclusion

The study found that anxiety is highest before a confirmed cancer diagnosis and varies based on the diagnostic stage.

Supporting Evidence

  • 85% of patients report heightened anxiety following breast cancer diagnosis.
  • Anxiety levels are highest before a confirmed diagnosis.
  • Factors associated with anxiety differ depending on the diagnostic stage.

Takeaway

People often feel very anxious when they think they might have breast cancer, especially before they get a diagnosis. This study looked at what makes them anxious by analyzing their posts on Reddit.

Methodology

The study used a mixed methods approach combining natural language processing and descriptive analysis of Reddit posts.

Potential Biases

The data is derived from a social media platform, which may not be representative of all breast cancer patients.

Limitations

The study does not include longitudinal data and may not represent the full range of views in the breast cancer community.

Participant Demographics

The study included posts from individuals of varying ages, with a focus on those under 40 and those 40 and over.

Digital Object Identifier (DOI)

10.2196/52551

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