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International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities.

Publication ,  Journal Article
Johnson, KD; Bader, K; Lee, RC; Punches, B; McCabe, EE; Qi, M; Koshoffer, A
Published in: International emergency nursing
April 2026

The objective of this project was to collect publicly available online reviews of urgent care facilities and emergency departments in Ohio to identify important components of the patient experience.Webscraping, a method of collecting internet data, was conducted on all Google and Yelp reviews for emergency departments and urgent care facilities in Ohio. Extracted data included: facility location, date, review text, and star rating. Content analysis was conducted on data along with inferential statistics, then leveraged to identify trends. The Model of Models platform was used to guide topic analysis of online reviews and assess how the content aligned with categories and sentiments that influence the patient experience in the emergency department.A total of 33,316 reviews were collected between January 2008 and June 2021. During this time, 29,023 reviews posted were based on visits to urgent care facilities and 4,293 were from emergency departments. Most comments were related to "Personal" and "Technological" issues. There were delineations in the data noting distinctions between staff and physicians. Where staff issues frequently were associated with behaviors and attitudes such as "friendliness", comments referring to physicians were more commonly mentioned when describing healthcare access or process issues.Online ratings of the healthcare facilities reflect the patient's satisfaction and how well expectations are being met. Through careful analysis of online ratings, we can better understand the commonalities and disparities in the patient experience. Used in conjunction with standardized satisfaction surveys currently in use by hospitals, online reviews of healthcare facilities contribute to a more robust picture of care quality and describe the patient experience beyond the capacity of satisfaction surveys. However, hospitals without access to standardized surveys would benefit from freely analyzing patient feedback from online reviews.

Duke Scholars

Published In

International emergency nursing

DOI

EISSN

1878-013X

ISSN

1755-599X

Publication Date

April 2026

Volume

86

Start / End Page

101820

Related Subject Headings

  • Nursing
  • 4205 Nursing
 

Citation

APA
Chicago
ICMJE
MLA
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Johnson, K. D., Bader, K., Lee, R. C., Punches, B., McCabe, E. E., Qi, M., & Koshoffer, A. (2026). International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities. International Emergency Nursing, 86, 101820. https://doi.org/10.1016/j.ienj.2026.101820
Johnson, Kimberly D., Khaled Bader, Rebecca C. Lee, Brittany Punches, Erin E. McCabe, Man Qi, and Amy Koshoffer. “International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities.International Emergency Nursing 86 (April 2026): 101820. https://doi.org/10.1016/j.ienj.2026.101820.
Johnson KD, Bader K, Lee RC, Punches B, McCabe EE, Qi M, et al. International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities. International emergency nursing. 2026 Apr;86:101820.
Johnson, Kimberly D., et al. “International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities.International Emergency Nursing, vol. 86, Apr. 2026, p. 101820. Epmc, doi:10.1016/j.ienj.2026.101820.
Johnson KD, Bader K, Lee RC, Punches B, McCabe EE, Qi M, Koshoffer A. International emergency nursing using online reviews to assess important healthcare components in Ohio emergency care facilities. International emergency nursing. 2026 Apr;86:101820.
Journal cover image

Published In

International emergency nursing

DOI

EISSN

1878-013X

ISSN

1755-599X

Publication Date

April 2026

Volume

86

Start / End Page

101820

Related Subject Headings

  • Nursing
  • 4205 Nursing