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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Mar 5, 2022
Open Peer Review Period: Mar 5, 2022 - Apr 30, 2022
Date Accepted: Jul 12, 2022
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Twitter Usage Among Physicians From 2016 to 2020: Algorithm Development and Longitudinal Analysis Study

Nakagawa K, Yang NT, Wilson M, Yellowlees P

Twitter Usage Among Physicians From 2016 to 2020: Algorithm Development and Longitudinal Analysis Study

J Med Internet Res 2022;24(9):e37752

DOI: 10.2196/37752

PMID: 36066939

PMCID: 9490540

5-Year Analysis of Twitter Usage Among Physicians: 2016-2020

  • Keisuke Nakagawa; 
  • Nuen Tsang Yang; 
  • Machelle Wilson; 
  • Peter Yellowlees

ABSTRACT

Background:

Physicians are increasingly using Twitter as a channel for communicating with colleagues and the public. Identifying physicians on Twitter is difficult due to the varied and imprecise ways people self-identify themselves on the social media platform. This is the first study to describe a reliable, repeatable methodology for identifying physicians on Twitter. Using this approach, we characterized the longitudinal activity of U.S. physicians on Twitter.

Objective:

To characterize 5-year activity of U.S. physicians on Twitter.

Methods:

Five years of Twitter data (2016-2020) were mined for physician accounts. U.S. physicians on Twitter were identified using a custom-built algorithm to screen for physician identifiers in the Twitter handle, user profile, and tweeted content. The number of tweets by physician accounts were counted and analyzed over the 5-year period. The top 100 hashtags were identified, categorized into topics, and analyzed.

Results:

Approximately 1 trillion tweets were mined to identify 6,399,146 tweets (0.0007%) originating from 39,084 U.S. physician accounts. Over the 5-year period, the number of U.S. physicians tweeting more than doubled (112%). Across all 5 years, the most popular themes were general health, medical education, and mental health, while in specific years, tweets related to elections (2016, 2020), Black Lives Matter (2020), and Covid-19 (2020) increased.

Conclusions:

Twitter has become an increasingly popular social media platform for U.S. physicians over the past 5 years, and their use has evolved to cover a broad range of topics from science, politics, social activism, to Covid-19. We have developed an accurate, repeatable methodology to identify U.S. physicians on Twitter and characterize their activity.


 Citation

Please cite as:

Nakagawa K, Yang NT, Wilson M, Yellowlees P

Twitter Usage Among Physicians From 2016 to 2020: Algorithm Development and Longitudinal Analysis Study

J Med Internet Res 2022;24(9):e37752

DOI: 10.2196/37752

PMID: 36066939

PMCID: 9490540

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