Clinical Outcomes of Multidisciplinary Remote Patient Monitoring for Patients With Poorly Controlled Type 2 Diabetes: Retrospective Cohort Study

Abstract Background Multidisciplinary remote patient monitoring (RPM) programs may support diabetes management by enabling ongoing glucose monitoring and timely treatment adjustments between clinical encounters. Evidence describing real-world implementation of RPM programs for diabetes in high-risk populations remains limited. Objective This study evaluated clinical outcomes of a multidisciplinary RPM program for patients with uncontrolled type 2 diabetes mellitus (T2DM). Methods Adults with T2DM, hemoglobin A 1c (HbA 1c ) >7%, and insulin therapy who enrolled in an RPM program at the University of Mississippi Medical Center between July 2020 and December 2022 were included. Patients received a Bluetooth-enabled glucometer and structured follow-up from nurses and pharmacists operating under a collaborative practice agreement. A propensity score–matched control group receiving usual outpatient care was identified. The primary outcome was the change in HbA 1c from baseline to follow-up. Secondary outcomes included acute care use and RPM engagement, including program completion. Results Among 109 RPM participants, mean HbA 1c decreased from 10.79% (SD 2.35%) to 8.85% (−1.94 percentage points). In the matched cohort of 95 RPM and 95 control patients, HbA 1c decreased by 1.97 versus 1.71 percentage points, respectively (between-group difference: −0.27, 95% CI −1.01 to 0.47; P =.48). Among matched RPM participants, program completers (n=19) had greater HbA 1c reductions than noncompleters (n=76; −3.41 vs −1.61 percentage points; P =.01). Acute care use occurred in 13.7% of RPM participants versus 24.2% of matched controls; rates were 23.4 versus 24.2 per 100 person-years, respectively. Conclusions Substantial improvements in glycemic control were observed among patients with uncontrolled T2DM enrolled in a multidisciplinary RPM program. Greater HbA 1c reductions were observed among program completers, although this exploratory finding may reflect response-related selection because program completion required achievement of the program’s glycemic target. Further study is needed to determine the comparative effectiveness of RPM and strategies to sustain patient engagement.

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Publication Details

Journal
JMIR Diabetes
Published
2026-11-09
DOI
https://doi.org/10.2196/105115
Primary Topic
Telemedicine and Telehealth Implementation
Type
article
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article

Clinical Outcomes of Multidisciplinary Remote Patient Monitoring for Patients With Poorly Controlled Type 2 Diabetes: Retrospective Cohort Study

Vishnu Vardhan Garla, Sachin Karki, Carly Brown
JMIR Diabetes
Telemedicine and Telehealth Implementation
article

Clinical Outcomes of Multidisciplinary Remote Patient Monitoring for Patients With Poorly Controlled Type 2 Diabetes: Retrospective Cohort Study

Vishnu Vardhan Garla, Sachin Karki, Carly Brown
article en

Abstract

Abstract Background Multidisciplinary remote patient monitoring (RPM) programs may support diabetes management by enabling ongoing glucose monitoring and timely treatment adjustments between clinical encounters. Evidence describing real-world implementation of RPM programs for diabetes in high-risk populations remains limited. Objective This study evaluated clinical outcomes of a multidisciplinary RPM program for patients with uncontrolled type 2 diabetes mellitus (T2DM). Methods Adults with T2DM, hemoglobin A 1c (HbA 1c ) >7%, and insulin therapy who enrolled in an RPM program at the University of Mississippi Medical Center between July 2020 and December 2022 were included. Patients received a Bluetooth-enabled glucometer and structured follow-up from nurses and pharmacists operating under a collaborative practice agreement. A propensity score–matched control group receiving usual outpatient care was identified. The primary outcome was the change in HbA 1c from baseline to follow-up. Secondary outcomes included acute care use and RPM engagement, including program completion. Results Among 109 RPM participants, mean HbA 1c decreased from 10.79% (SD 2.35%) to 8.85% (−1.94 percentage points). In the matched cohort of 95 RPM and 95 control patients, HbA 1c decreased by 1.97 versus 1.71 percentage points, respectively (between-group difference: −0.27, 95% CI −1.01 to 0.47; P =.48). Among matched RPM participants, program completers (n=19) had greater HbA 1c reductions than noncompleters (n=76; −3.41 vs −1.61 percentage points; P =.01). Acute care use occurred in 13.7% of RPM participants versus 24.2% of matched controls; rates were 23.4 versus 24.2 per 100 person-years, respectively. Conclusions Substantial improvements in glycemic control were observed among patients with uncontrolled T2DM enrolled in a multidisciplinary RPM program. Greater HbA 1c reductions were observed among program completers, although this exploratory finding may reflect response-related selection because program completion required achievement of the program’s glycemic target. Further study is needed to determine the comparative effectiveness of RPM and strategies to sustain patient engagement.

JMIR DiabetesVol. 11
Telemedicine and Telehealth Implementation
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