Structured telemonitoring reduces HbA1c and emergency visits in insulin-treated type 2 diabetes: a controlled cohort study in Ecuador's public hospital.
Angel Santillán, Edwin Ivan Travez Proaño, Ivanna Noemí Jaramillo Encalada, Patricio Alejando Abril López, Jennifer Tricallotis, Jaime David Acosta-España
{"title":"Structured telemonitoring reduces HbA1c and emergency visits in insulin-treated type 2 diabetes: a controlled cohort study in Ecuador's public hospital.","authors":"Angel Santillán, Edwin Ivan Travez Proaño, Ivanna Noemí Jaramillo Encalada, Patricio Alejando Abril López, Jennifer Tricallotis, Jaime David Acosta-España","doi":"10.3389/fcdhc.2026.1734589","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Remote patient monitoring (RPM) has demonstrated potential to improve glycemic control in type 2 diabetes mellitus (T2DM), yet evidence from middle-income public health systems remains limited. This study evaluated the clinical impact of structured telemonitoring in insulin-treated T2DM patients at a public hospital in Ecuador.</p><p><strong>Methods: </strong>A prospective, controlled cohort study was conducted over a six-month period. Adults with insulin-treated T2DM and baseline HbA1c >8% were assigned to structured telemonitoring or standard care. The intervention included Bluetooth-enabled glucometers linked to the mySugr app, automated data uploads, and weekly clinical review. The primary outcome was the change in HbA1c; secondary outcomes included emergency visits and hospitalizations. Repeated measures ANOVA assessed HbA1c trajectories. Emergency visits were analyzed using Fisher's Exact Test and Firth's logistic regression.</p><p><strong>Results: </strong>Among 100 patients (50 per group), mean HbA1c decreased by 2.67% in the intervention group compared to 1.38% in the control group (p = 0.006). Emergency visits occurred in eight control patients and none in the intervention group (p = 0.006). Firth's regression showed a non-significant odds ratio. No hospitalizations were reported. Direct cost savings totaled USD 9,660 over six months for the studied population and USD 174,000 annually, based on a 10% adoption rate (450 patients) over one year, using 2024 data from HGDC.</p><p><strong>Conclusion: </strong>Structured telemonitoring was associated with improved glycemic control and reduced utilization of acute care services. These findings support RPM feasibility in middle-income public health settings.</p>","PeriodicalId":73075,"journal":{"name":"Frontiers in clinical diabetes and healthcare","volume":"7 ","pages":"1734589"},"PeriodicalIF":3.5000,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12926145/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in clinical diabetes and healthcare","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fcdhc.2026.1734589","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Remote patient monitoring (RPM) has demonstrated potential to improve glycemic control in type 2 diabetes mellitus (T2DM), yet evidence from middle-income public health systems remains limited. This study evaluated the clinical impact of structured telemonitoring in insulin-treated T2DM patients at a public hospital in Ecuador.
Methods: A prospective, controlled cohort study was conducted over a six-month period. Adults with insulin-treated T2DM and baseline HbA1c >8% were assigned to structured telemonitoring or standard care. The intervention included Bluetooth-enabled glucometers linked to the mySugr app, automated data uploads, and weekly clinical review. The primary outcome was the change in HbA1c; secondary outcomes included emergency visits and hospitalizations. Repeated measures ANOVA assessed HbA1c trajectories. Emergency visits were analyzed using Fisher's Exact Test and Firth's logistic regression.
Results: Among 100 patients (50 per group), mean HbA1c decreased by 2.67% in the intervention group compared to 1.38% in the control group (p = 0.006). Emergency visits occurred in eight control patients and none in the intervention group (p = 0.006). Firth's regression showed a non-significant odds ratio. No hospitalizations were reported. Direct cost savings totaled USD 9,660 over six months for the studied population and USD 174,000 annually, based on a 10% adoption rate (450 patients) over one year, using 2024 data from HGDC.
Conclusion: Structured telemonitoring was associated with improved glycemic control and reduced utilization of acute care services. These findings support RPM feasibility in middle-income public health settings.