Literature DB >> 23400234

Participatory surveillance of hypoglycemia and harms in an online social network.

Elissa R Weitzman1, Skyler Kelemen, Maryanne Quinn, Emma M Eggleston, Kenneth D Mandl.   

Abstract

IMPORTANCE: Surveillance systems for elucidating the burden of hypoglycemia are limited.
OBJECTIVE: To quantify experiences of hypoglycemia and related harms, members of an international online diabetes social network with insulin-dependent diabetes mellitus were polled through a software application ("app"). Aggregate results were returned to participants through network channels.
DESIGN: The study period was from March 2011 through April 2012, during which time retrospective reports about experiences with hypoglycemia and related harms were collected from participants using the app.
SETTING: The study was undertaken within the TuDiabetes.org international online diabetes social network. PARTICIPANTS: Eligibility criteria included TuDiabetes membership, age 13 years or older, a self-reported diagnosis of diabetes mellitus, ability to read and write English, and Internet access. Of 2827 app users, 687 (response rate, 24.3%) opted in to the volunteer sample. MAIN OUTCOME MEASURES: Primary outcomes included the following: frequency of "going low" (having a low glucose value in the past 2 weeks) and episodes of severe hypoglycemia (in the past 12 months), and, for respondents reporting recent and/or severe hypoglycemia, lifetime experience of vehicle crashes or severe medical injury, daily debilitating worry, and withdrawal from driving, exercise, sex, and going outside of the home to avoid hypoglycemia and consequences. Secondary outcomes included measures of research engagement.
RESULTS: Of 613 respondents (24.3% of app users), 49.1% reported more than 4 episodes of "going low" in the past 2 weeks and 29.2% reported 1 or more severe low in the past year; 16.6% reported both more than 4 recent low episodes and 1 or more severe event in the past year. Harms were common, including daily debilitating worry (45.8%), vehicle crash or injury (15.0%), and withdrawal from exercise, driving, leaving home, and having sex (54.0%, 37.4%, 24.8%, and 22.7%, respectively). Of all respondents, 54.2% reported multiple harms, the risks for which were highest (73.7%) among respondents with a past-year severe event (odds ratio, 2.39; 95% CI, 1.60-3.58; P < .001 controlling for frequent recent low episodes and demographic and disease factors). Engagement was high, with 96.6% of the sample permitting recontact for research and 31.7% posting personal study data on their app profile page; 40.5% of 2825 unique page views of research-related materials published on the community site involved views of returned research results. CONCLUSIONS AND RELEVANCE: Participatory surveillance of hypoglycemia in an online diabetes social network enables characterization of patient-centered harms in a community sample and bidirectional communication with affected persons, augmenting traditional surveillance.

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Year:  2013        PMID: 23400234     DOI: 10.1001/jamainternmed.2013.2512

Source DB:  PubMed          Journal:  JAMA Intern Med        ISSN: 2168-6106            Impact factor:   21.873


  15 in total

1.  Participatory surveillance of diabetes device safety: a social media-based complement to traditional FDA reporting.

Authors:  Kenneth D Mandl; Marion McNabb; Norman Marks; Elissa R Weitzman; Skyler Kelemen; Emma M Eggleston; Maryanne Quinn
Journal:  J Am Med Inform Assoc       Date:  2013-12-19       Impact factor: 4.497

Review 2.  Innovative uses of electronic health records and social media for public health surveillance.

Authors:  Emma M Eggleston; Elissa R Weitzman
Journal:  Curr Diab Rep       Date:  2014-03       Impact factor: 4.810

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Authors:  Kenneth D Mandl; Joshua C Mandel
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5.  From "pull" to "push": a transformation in medicine.

Authors:  Aaron Barak Neinstein
Journal:  JAMA Intern Med       Date:  2013-03-11       Impact factor: 21.873

Review 6.  The influence of social networking sites on health behavior change: a systematic review and meta-analysis.

Authors:  Liliana Laranjo; Amaël Arguel; Ana L Neves; Aideen M Gallagher; Ruth Kaplan; Nathan Mortimer; Guilherme A Mendes; Annie Y S Lau
Journal:  J Am Med Inform Assoc       Date:  2014-07-08       Impact factor: 4.497

7.  Participatory medicine: A home score for streptococcal pharyngitis enabled by real-time biosurveillance: a cohort study.

Authors:  Andrew M Fine; Victor Nizet; Kenneth D Mandl
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8.  Overcoming Clinical Inertia: A Randomized Clinical Trial of a Telehealth Remote Monitoring Intervention Using Paired Glucose Testing in Adults With Type 2 Diabetes.

Authors:  Deborah A Greenwood; Shelley A Blozis; Heather M Young; Thomas S Nesbitt; Charlene C Quinn
Journal:  J Med Internet Res       Date:  2015-07-21       Impact factor: 5.428

9.  Impact of hypoglycemia on patients with type 2 diabetes mellitus and their quality of life, work productivity, and medication adherence.

Authors:  Janice Ms Lopez; Kathy Annunziata; Robert A Bailey; Marcia Ft Rupnow; Donald E Morisky
Journal:  Patient Prefer Adherence       Date:  2014-05-08       Impact factor: 2.711

10.  The eHealth Enhanced Chronic Care Model: a theory derivation approach.

Authors:  Perry M Gee; Deborah A Greenwood; Debora A Paterniti; Deborah Ward; Lisa M Soederberg Miller
Journal:  J Med Internet Res       Date:  2015-04-01       Impact factor: 5.428

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