# Variation in Quality of Women’s Health Topic Information from Systematic Internet Searches

**Authors:** Bianca Kyrie Wanamaker, Ashley N. Tomlinson, Alivia R. Abernathy, Vanessa Cordova, Anika D. Baloun, Benjamin D. Duval

PMC · DOI: 10.3390/healthcare13192537 · Healthcare · 2025-10-08

## TL;DR

This study evaluates the quality of internet information on women's health topics, finding significant variation in reliability and source credibility.

## Contribution

The study introduces a systematic and quantifiable method to assess the quality of women’s health information available online.

## Key findings

- Topics like 'pregnancy' and 'sleep' had the highest quality scores and more cited sources.
- Topics like 'cortisol' and 'weight' showed the greatest variation in quality scores.
- Quality of information was significantly correlated with the number of sources cited per webpage.

## Abstract

Background/Objectives: The internet has unquestionably altered how people acquire health information. Instead of consulting with a medical professional, billions of pages of information can be accessed by anyone with a smartphone. Women’s health issues have been historically and culturally taboo in many cultures globally; therefore, internet searches may be particularly useful when researching these topics. Methods: As an exercise in scientific information evaluation, we chose 12 non-cancer topics specific to women’s health and developed a scoring metric based on quantifiable webpage attributes to answer: What topics generate the highest and lowest scores? Does the quality of information (mean score) vary across topics? Does the variation (score deviation) differ among topics? Data were collected following systematic searches after filtering with advanced features of Google and analyzed in a Bayesian framework. Results: The mean score per topic was significantly correlated with the number of sources cited within an article. There were significant differences in the quality scores across topics; “pregnancy” and “sleep” scored the highest and had more sources cited per page than all other topics. The greatest variation in scores were for “cortisol” and “weight”. Conclusions: A purposeful, systematic internet search of 12 critical women’s health topics suggests that scrutiny is necessary when this information is obtained by a typical internet user. Future work should include review by medical professionals based on their interaction with patients who self-report what they know or think about a condition they present and respect, while educating, patients’ own internet searching.

## Full-text entities

- **Diseases:** cancer (MESH:D009369)
- **Chemicals:** cortisol (MESH:D006854)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

23 references — full list in the complete paper: https://tomesphere.com/paper/PMC12524552/full.md

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Source: https://tomesphere.com/paper/PMC12524552