# Evaluating Bias in Social Media Research Using #Sunscreen Content on Instagram Reels

**Authors:** Silvija Milanovic, Chelsea Rosen, Taylor Gray

PMC · DOI: 10.2196/76829 · JMIR Dermatology · 2025-11-05

## TL;DR

This study shows that using hashtags like #Sunscreen on Instagram Reels provides reliable dermatology content for research, regardless of user history.

## Contribution

The study demonstrates that hashtags can be an objective and reproducible tool for social media research in dermatology.

## Key findings

- Instagram’s hashtag-based reels show consistent dermatologic content.
- User engagement history does not affect the consistency of displayed content.
- Hashtags are proposed as reliable tools for dermatology social media research.

## Abstract

This cross-sectional content analysis found that Instagram’s hashtag-based reels display consistent dermatologic content regardless of user engagement history, supporting the use of hashtags as an objective and reproducible tool for social media research in dermatology.

## Full-text entities

- **Diseases:** dermatology (MESH:D000168)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

5 references — full list in the complete paper: https://tomesphere.com/paper/PMC12588582/full.md

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Source: https://tomesphere.com/paper/PMC12588582