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Self-monitoring diabetes with multiple mobile health devices.

Publication ,  Journal Article
Shaw, RJ; Yang, Q; Barnes, A; Hatch, D; Crowley, MJ; Vorderstrasse, A; Vaughn, J; Diane, A; Lewinski, AA; Jiang, M; Stevenson, J; Steinberg, D
Published in: J Am Med Inform Assoc
May 1, 2020

OBJECTIVE: The purpose of this study was to examine the use of multiple mobile health technologies to generate and transmit data from diverse patients with type 2 diabetes mellitus (T2DM) in between clinic visits. We examined the data to identify patterns that describe characteristics of patients for clinical insights. METHODS: We enrolled 60 adults with T2DM from a US healthcare system to participate in a 6-month longitudinal feasibility trial. Patient weight, physical activity, and blood glucose were self-monitored via devices provided at baseline. Patients also responded to biweekly medication adherence text message surveys. Data were aggregated in near real-time. Measures of feasibility assessing total engagement in device submissions and survey completion over the 6 months of observation were calculated. RESULTS: It was feasible for participants from different socioeconomic, educational, and racial backgrounds to use and track relevant diabetes-related data from multiple mobile health devices for at least 6 months. Both the transmission and engagement of the data revealed notable patterns and varied by patient characteristics. DISCUSSION: Using multiple mobile health tools allowed us to derive clinical insights from diverse patients with diabetes. The ubiquitous adoption of smartphones across racial, educational, and socioeconomic populations and the integration of data from mobile health devices into electronic health records present an opportunity to develop new models of care delivery for patients with T2DM that may promote equity as well.

Duke Scholars

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Published In

J Am Med Inform Assoc

DOI

EISSN

1527-974X

Publication Date

May 1, 2020

Volume

27

Issue

5

Start / End Page

667 / 676

Location

England

Related Subject Headings

  • Text Messaging
  • Telemedicine
  • Self-Management
  • Self Care
  • Mobile Applications
  • Middle Aged
  • Medication Adherence
  • Medical Informatics
  • Male
  • Longitudinal Studies
 

Citation

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Chicago
ICMJE
MLA
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Shaw, R. J., Yang, Q., Barnes, A., Hatch, D., Crowley, M. J., Vorderstrasse, A., … Steinberg, D. (2020). Self-monitoring diabetes with multiple mobile health devices. J Am Med Inform Assoc, 27(5), 667–676. https://doi.org/10.1093/jamia/ocaa007
Shaw, Ryan J., Q. Yang, A. Barnes, D. Hatch, M. J. Crowley, A. Vorderstrasse, J. Vaughn, et al. “Self-monitoring diabetes with multiple mobile health devices.J Am Med Inform Assoc 27, no. 5 (May 1, 2020): 667–76. https://doi.org/10.1093/jamia/ocaa007.
Shaw RJ, Yang Q, Barnes A, Hatch D, Crowley MJ, Vorderstrasse A, et al. Self-monitoring diabetes with multiple mobile health devices. J Am Med Inform Assoc. 2020 May 1;27(5):667–76.
Shaw, Ryan J., et al. “Self-monitoring diabetes with multiple mobile health devices.J Am Med Inform Assoc, vol. 27, no. 5, May 2020, pp. 667–76. Pubmed, doi:10.1093/jamia/ocaa007.
Shaw RJ, Yang Q, Barnes A, Hatch D, Crowley MJ, Vorderstrasse A, Vaughn J, Diane A, Lewinski AA, Jiang M, Stevenson J, Steinberg D. Self-monitoring diabetes with multiple mobile health devices. J Am Med Inform Assoc. 2020 May 1;27(5):667–676.
Journal cover image

Published In

J Am Med Inform Assoc

DOI

EISSN

1527-974X

Publication Date

May 1, 2020

Volume

27

Issue

5

Start / End Page

667 / 676

Location

England

Related Subject Headings

  • Text Messaging
  • Telemedicine
  • Self-Management
  • Self Care
  • Mobile Applications
  • Middle Aged
  • Medication Adherence
  • Medical Informatics
  • Male
  • Longitudinal Studies