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Accepted for/Published in: JMIR Diabetes

Date Submitted: Jun 15, 2018
Open Peer Review Period: Jun 16, 2018 - Aug 11, 2018
Date Accepted: Oct 30, 2018
(closed for review but you can still tweet)

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

Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study

Sinnenberg L, Mancheno C, Barg FK, Asch DA, Rivard CL, Horst-Martz E, Buttenheim A, Ungar L, Merchant R

Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study

JMIR Diabetes 2018;3(4):e11177

DOI: 10.2196/11177

PMID: 30578222

PMCID: 6307693

“I could taste the diabetes.” A content analysis of metaphors about hypertension and diabetes on Twitter

  • Lauren Sinnenberg; 
  • Christina Mancheno; 
  • Frances K. Barg; 
  • David A. Asch; 
  • Christy Lee Rivard; 
  • Emma Horst-Martz; 
  • Alison Buttenheim; 
  • Lyle Ungar; 
  • Raina Merchant

ABSTRACT

Background:

Widespread metaphors contribute to the public’s understanding of health. Prior work has characterized the metaphors used to describe cancer and AIDS. Less is known about the metaphors characterizing cardiovascular disease.

Objective:

To characterize the metaphors that Twitter users employ in discussing hypertension and diabetes.

Methods:

We filtered approximately 10 billion tweets for keywords related to diabetes and hypertension. A random subset of 5000 tweets were coded for presence of metaphor and the type of metaphor employed.

Results:

We identified 797 (16%) tweets about hypertension or diabetes that employed metaphors. When discussing the development of heart disease, Twitter users described the disease as a journey (n=202), as transmittable (n=116), as an object (n=49) or person-like (n=14). In discussing the experience of disease, Twitter users employed war metaphors (n=101). Other users described the challenge to control their disease (n=43), the disease as an agent (n=58), or their bodies as machines (n=205).

Conclusions:

Metaphors are used frequently by Twitter users in their discussion of hypertension and diabetes. These metaphors can help to guide communication between patients and providers to improve public health.


 Citation

Please cite as:

Sinnenberg L, Mancheno C, Barg FK, Asch DA, Rivard CL, Horst-Martz E, Buttenheim A, Ungar L, Merchant R

Content Analysis of Metaphors About Hypertension and Diabetes on Twitter: Exploratory Mixed-Methods Study

JMIR Diabetes 2018;3(4):e11177

DOI: 10.2196/11177

PMID: 30578222

PMCID: 6307693

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