Literature DB >> 30372366

Diabetes Management Through Remote Patient Monitoring: The Importance of Patient Activation and Engagement with the Technology.

Dejun Su1,2, Tzeyu L Michaud1,2, Paul Estabrooks2, Robert J Schwab3, Leslie A Eiland4, Geri Hansen5, Mary DeVany5, Donglan Zhang6, Yan Li7, José A Pagán7,8,9, Mohammad Siahpush2.   

Abstract

Background: The documented efficacy and promise of telemedicine in diabetes management does not necessarily mean that it can be easily translated into clinical practice. An important barrier concerns patient activation and engagement with telemedicine technology. Objective: To assess the importance of patient activation and engagement with remote patient monitoring technology in diabetes management among patients with type 2 diabetes.
Methods: Ordinary least squares and logistic regression analyses were used to examine how patient activation and engagement with remote patient monitoring technology were related to changes in hemoglobin A1c (HbA1c) for 1,354 patients with type 2 diabetes monitored remotely for 3 months between 2015 and 2017.
Results: Patients with more frequent and regular participation in remote monitoring had lower HbA1c levels at the end of the program. Compared to patients who uploaded their biometric data every 2 days or less frequently, patients who maintained an average frequency of one upload per day were less likely to have a postmonitoring HbA1c > 9% after adjusting for selected covariates on baseline demographics and health conditions. Conclusions: Higher levels of patient activation and engagement with remote patient monitoring technology were associated with better glycemic control outcomes. Developing targeted interventions for different groups of patients to promote their activation and engagement levels would be important to improve the effectiveness of remote patient monitoring in diabetes management.

Entities:  

Keywords:  glycemic control; patient activation; patient engagement; remote patient monitoring technology; telemedicine

Mesh:

Substances:

Year:  2018        PMID: 30372366     DOI: 10.1089/tmj.2018.0205

Source DB:  PubMed          Journal:  Telemed J E Health        ISSN: 1530-5627            Impact factor:   3.536


  18 in total

1.  Telehealth-Based Health Coaching Increases m-Health Device Adherence and Rate of Weight Loss in Obese Participants.

Authors:  Michelle Alencar; Kelly Johnson; Virginia Gray; Rashmi Mullur; Elizabeth Gutierrez; Patricia Dionico
Journal:  Telemed J E Health       Date:  2019-04-17       Impact factor: 3.536

2.  Long-term Effects of Remote Patient Monitoring in Patients Living with Diabetes: A Retrospective Look at Participants of the Mississippi Diabetes Telehealth Network Study.

Authors:  Tearsanee Carlisle Davis; Ashley S Allen; Yunxi Zhang
Journal:  Telemed Rep       Date:  2022-06-28

3.  Evaluation of the Clinical Efficacy of the Treatment of Overweight and Obesity in Type 2 Diabetes Mellitus by the Telemedicine Management System Based on the Internet of Things Technology.

Authors:  Kaisang Lin; Wei Zhang; Fei He; Jie Shen
Journal:  Comput Intell Neurosci       Date:  2022-06-22

4.  A remote healthcare monitoring framework for diabetes prediction using machine learning.

Authors:  Jayroop Ramesh; Raafat Aburukba; Assim Sagahyroon
Journal:  Healthc Technol Lett       Date:  2021-05-02

Review 5.  A Comprehensive Review of Various Diabetic Prediction Models: A Literature Survey.

Authors:  Roshi Saxena; Sanjay Kumar Sharma; Manali Gupta; G C Sampada
Journal:  J Healthc Eng       Date:  2022-04-12       Impact factor: 3.822

6.  Enhancing Patient Activation and Self-Management Activities in Patients With Type 2 Diabetes Using the US Department of Defense Mobile Health Care Environment: Feasibility Study.

Authors:  Ronald W Gimbel; Lior M Rennert; Paul Crawford; Jeanette R Little; Khoa Truong; Joel E Williams; Sarah F Griffin; Lu Shi; Liwei Chen; LingLing Zhang; Jennie B Moss; Robert C Marshall; Karen W Edwards; Kristy J Crawford; Marie Hing; Amanda Schmeltz; Brandon Lumsden; Morgan Ashby; Elizabeth Haas; Kelly Palazzo
Journal:  J Med Internet Res       Date:  2020-05-26       Impact factor: 5.428

Review 7.  Pediatric Endocrinology in the Time of COVID-19: Considerations for the Rapid Implementation of Telemedicine and Management of Pediatric Endocrine Conditions.

Authors:  Molly O Regelmann; Rushika Conroy; Evgenia Gourgari; Anshu Gupta; Ines Guttmann-Bauman; Ryan Heksch; Manmohan K Kamboj; Sowmya Krishnan; Amit Lahoti; Kristal Matlock
Journal:  Horm Res Paediatr       Date:  2021-01-22       Impact factor: 2.852

8.  Remote home monitoring (virtual wards) for confirmed or suspected COVID-19 patients: a rapid systematic review.

Authors:  Cecilia Vindrola-Padros; Kelly E Singh; Manbinder S Sidhu; Theo Georghiou; Chris Sherlaw-Johnson; Sonila M Tomini; Matthew Inada-Kim; Karen Kirkham; Allison Streetly; Nathan Cohen; Naomi J Fulop
Journal:  EClinicalMedicine       Date:  2021-06-23

9.  Patient Demographics and Clinic Type Are Associated With Patient Engagement Within a Remote Monitoring Program.

Authors:  Elizabeth Kirkland; Samuel O Schumann; Andrew Schreiner; Marc Heincelman; Jingwen Zhang; Justin Marsden; Patrick Mauldin; William P Moran
Journal:  Telemed J E Health       Date:  2021-06-11       Impact factor: 5.033

10.  A novel information sharing framework for people living with type-2 diabetes in the context of a group education program.

Authors:  Atae Rezaei Aghdam; Jason Watson; Shah Jahan Miah; Cynthia Cliff
Journal:  Health Inf Sci Syst       Date:  2021-07-07
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