Helen Chen , Lappui Chung , Michael Weiner , Mark Fu , Patrick Balius , Julian Wolfson
{"title":"Characteristics of insulin prescriptions and their association with glycemic control in adults with type 2 diabetes mellitus","authors":"Helen Chen , Lappui Chung , Michael Weiner , Mark Fu , Patrick Balius , Julian Wolfson","doi":"10.1016/j.deman.2025.100260","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><div>We assessed the association between insulin prescription characteristics and glycemic control.</div></div><div><h3>Methods</h3><div>Electronic health records (2017–2023) were used to identify adults with type 2 diabetes prescribed insulin from outpatient visits on the same day as a hemoglobin A1c (HbA1c) result in a Midwest US region. Insulin prescription characteristics were total daily dose, providing a maximum dose, and instruction types (dosing frequency, carbohydrate (carb) counting, correction, and sliding scale). Mixed-effects linear and logistic regression modeled HbA1c and meeting HbA1c target (<7 for age18–64 and <8 for age <span><math><mo>≥</mo></math></span> 65).</div></div><div><h3>Results</h3><div>Among 11,179 subjects, mean age was 53; 49 % were male, and 58 % White. Overall cohort glycemic control was low, median HbA1c was 9.3; 16 % met HbA1c target; mean HbA1c at last follow-up was 8.7 %. Instruction types were 88 % dosing frequency, 7 % correction, 3 % sliding scale, and 1 % carb counting. HbA1c reduction was associated with carb counting (−0.4, <em>p</em> = 0.009), correction (−0.2, <em>p</em> < 0.001), sliding scale (−0.1, <em>p</em> = 0.014), and providing a maximum daily insulin dose (−0.02, <em>p</em> < 0.001). An increase in total daily insulin dose by 10 units was associated with a 0.001 increase in HbA1c (<em>p</em> = 0.003). Correction instruction was 1.4 times more likely than dosing frequency to meet HbA1c target (<em>p</em> < 0.001).</div></div><div><h3>Conclusion</h3><div>Insulin instruction type was associated with glycemic control, but control was low.</div></div>","PeriodicalId":72796,"journal":{"name":"Diabetes epidemiology and management","volume":"19 ","pages":"Article 100260"},"PeriodicalIF":1.4000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes epidemiology and management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666970625000095","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Objective
We assessed the association between insulin prescription characteristics and glycemic control.
Methods
Electronic health records (2017–2023) were used to identify adults with type 2 diabetes prescribed insulin from outpatient visits on the same day as a hemoglobin A1c (HbA1c) result in a Midwest US region. Insulin prescription characteristics were total daily dose, providing a maximum dose, and instruction types (dosing frequency, carbohydrate (carb) counting, correction, and sliding scale). Mixed-effects linear and logistic regression modeled HbA1c and meeting HbA1c target (<7 for age18–64 and <8 for age 65).
Results
Among 11,179 subjects, mean age was 53; 49 % were male, and 58 % White. Overall cohort glycemic control was low, median HbA1c was 9.3; 16 % met HbA1c target; mean HbA1c at last follow-up was 8.7 %. Instruction types were 88 % dosing frequency, 7 % correction, 3 % sliding scale, and 1 % carb counting. HbA1c reduction was associated with carb counting (−0.4, p = 0.009), correction (−0.2, p < 0.001), sliding scale (−0.1, p = 0.014), and providing a maximum daily insulin dose (−0.02, p < 0.001). An increase in total daily insulin dose by 10 units was associated with a 0.001 increase in HbA1c (p = 0.003). Correction instruction was 1.4 times more likely than dosing frequency to meet HbA1c target (p < 0.001).
Conclusion
Insulin instruction type was associated with glycemic control, but control was low.