1. Remote Patient Monitoring and Clinical Outcomes for Postdischarge Patients with Type 2 Diabetes.
- Author
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Michaud, Tzeyu L., Siahpush, Mohammad, Schwab, Robert J., Eiland, Leslie A., DeVany, Mary, Hansen, Geri, Slachetka, Tammy S., Boilesen, Eugene, Tak, Hyo Jung, Wilson, Fernando A., Wang, Hongmei, Pagán, José A., and Su, Dejun
- Subjects
CHI-squared test ,CONFIDENCE intervals ,STATISTICAL correlation ,PEOPLE with diabetes ,FISHER exact test ,GLYCOSYLATED hemoglobin ,PATIENT aftercare ,HOSPITAL health promotion programs ,MULTIVARIATE analysis ,TYPE 2 diabetes ,SCIENTIFIC observation ,PATIENT monitoring ,QUALITY assurance ,SCALE analysis (Psychology) ,HEALTH self-care ,STATISTICS ,TELEMEDICINE ,URBAN hospitals ,LOGISTIC regression analysis ,SOCIOECONOMIC factors ,BODY mass index ,DISCHARGE planning ,PRE-tests & post-tests ,RETROSPECTIVE studies ,DATA analysis software ,DESCRIPTIVE statistics ,ODDS ratio ,KRUSKAL-Wallis Test ,PSYCHOLOGY - Abstract
The objective of this study was to evaluate changes in clinical outcomes for patients with type 2 diabetes (T2D) after a 3-month remote patient monitoring (RPM) program, and examine the relationship between hemoglobin A1c (HbA1c) outcomes and participant characteristics. The study sample included 955 patients with T2D who were admitted to an urban Midwestern medical center for any reason from 2014 to 2017, and used RPM for 3 months after discharge. Clinical outcomes included HbA1c, weight, body mass index (BMI), and patient activation scores. Logistic regression was used to estimate the likelihood of having a postintervention HbA1c <9% by patient characteristics, among those who had baseline HbA1c >9%. Most patients experienced decreases in HbA1c (67%) and BMI (58%), and increases in patient activation scores (67%) (P < 0.001 in all 3 cases) at the end of RPM. Logistic regression analyses revealed that among patients who had HbA1c >9% at baseline, men (odds ratio [OR] = 3.72; 95% confidence interval [CI], 1.43–9.64), those who had increased patient activation scores after intervention (OR = 1.05; 95% CI, 1.01–1.09), those who had higher baseline patient activation scores, and those who had a greater number of biometric data uploads during the intervention (OR = 1.02; 95% CI, 1.00–1.04) were more likely to have reduced their HbA1c to <9% at the end of RPM. RPM for postdischarge patients with T2D might be a promising approach for HbA1c control with increased patient engagement. Future studies with study designs that include a control group should provide more robust evidence. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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