Self-monitoring diabetes with multiple mobile health devices.

Journal of the American Medical Informatics Association : JAMIA
Ryan J ShawDori Steinberg

Abstract

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. 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. 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. Using multiple mobile health tools allowed us to derive clinical insights from diverse patients with diabetes. The ubiquitous ...Continue Reading

References

Jan 22, 2005·Psychological Science·Graeme S HalfordJohn D Bain
Aug 30, 2008·Journal of Health Communication·Russell L RothmanMichael P Pignone
Dec 3, 2008·Journal of Consulting and Clinical Psychology·Rena R WingDeborah F Tate
Jul 23, 2013·American Journal of Preventive Medicine·Santosh KumarDallas Swendeman
Apr 29, 2014·Journal of Physical Activity & Health·Jeffer Eidi SasakiPatty S Freedson
Jan 27, 2015·The Journal of Adolescent Health : Official Publication of the Society for Adolescent Medicine·Clare StroudCharles E Irwin
Feb 17, 2015·Journal of the Academy of Nutrition and Dietetics·Dori M SteinbergDeborah F Tate
May 13, 2015·Nature Biotechnology·Sachin H JainJohn S Brownstein
Mar 18, 2016·Journal of the American Medical Informatics Association : JAMIA·Lena MamykinaDavid J Albers
Feb 2, 2017·Clinical Diabetes : a Publication of the American Diabetes Association·Nancy F LiuRichard Wood
Oct 4, 2017·JAMA : the Journal of the American Medical Association·Thomas R Insel
Dec 14, 2017·Chronobiology International·Massimiliano de ZambottiFiona C Baker
Dec 27, 2017·Journal of Diabetes Science and Technology·Reid OffringaMichael S Greenfield
Jan 19, 2018·JMIR MHealth and UHealth·Milena Soriano MarcolinoDavid Novillo-Ortiz
Feb 23, 2018·Ethnicity & Disease·Olayinka O ShiyanbolaCarolyn Brown
May 10, 2018·Journal of General Internal Medicine·Stephanie VeazieMark Helfand
Feb 2, 2019·Clinical Diabetes : a Publication of the American Diabetes Association·UNKNOWN American Diabetes Association
May 13, 2019·Journal of Biomedical Informatics·Paul A HarrisUNKNOWN REDCap Consortium

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Citations

May 5, 2020·Journal of the American Medical Informatics Association : JAMIA·Suzanne Bakken, Gregory Alexander
Dec 11, 2020·Diabetes Care·UNKNOWN American Diabetes Association
Mar 14, 2021·Journal of the American Medical Informatics Association : JAMIA·Jacqueline VaughnNirmish Shah
Feb 25, 2021·ANS. Advances in Nursing Science·Jacqueline VaughnRyan J Shaw
May 1, 2021·Journal of Nursing Scholarship : an Official Publication of Sigma Theta Tau International Honor Society of Nursing·Allison A LewinskiRyan J Shaw

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