Literature DB >> 32077139

Predictors and consequences of declining insulin therapy by individuals with type 2 diabetes.

A Turchin1,2, N Hosomura1,2, H Zhang3, S Malmasi1,2, M Shubina1.   

Abstract

AIM: To determine the relationship between decline of insulin therapy by individuals with type 2 diabetes and subsequent blood glucose control.
METHODS: We retrospectively studied adults with type 2 diabetes and suboptimal (HbA1c ≥ 53 mmol/mol [7.0%]) glycaemic control followed at two academic hospitals between 2000 and 2014 who were recommended insulin therapy. Decline of insulin therapy recommendations was identified using natural language processing of provider notes. Time to HbA1c < 53 mmol/mol (7.0%) served as the primary outcome.
RESULTS: Of 5307 study participants, 2267 (42.7%) declined insulin therapy. Median time to HbA1c control in individuals who declined vs. started insulin therapy was 50 vs. 38 months, respectively (P < 0.001). In multivariable analysis, decline of insulin therapy was associated with hazard ratio for HbA1c control of 0.89 (95% CI 0.82 to 0.97; P = 0.008). Participants were more likely to accept insulin therapy recommendations if they had diabetes complications (OR 1.32; 95% CI 1.13 to 1.53; P < 0.001) or a higher HbA1c (OR 1.10; 95% CI 1.07 to 1.13; P < 0.001), and less likely if they were older (OR 0.81; 95% CI 0.76 to 0.86; P < 0.001) or were taking more non-insulin diabetes medications (OR 0.78; 95% CI 0.74 to 0.83; P < 0.001).
CONCLUSIONS: Individuals with uncontrolled type 2 diabetes who declined insulin therapy subsequently had worse glycaemic control. These findings highlight the need to improve our understanding of the relationship of this common but poorly explored clinical phenomenon to blood glucose control and ultimately diabetes complications.
© 2020 Diabetes UK.

Entities:  

Year:  2020        PMID: 32077139     DOI: 10.1111/dme.14260

Source DB:  PubMed          Journal:  Diabet Med        ISSN: 0742-3071            Impact factor:   4.359


  4 in total

1.  Using Natural Language Processing to Measure and Improve Quality of Diabetes Care: A Systematic Review.

Authors:  Alexander Turchin; Luisa F Florez Builes
Journal:  J Diabetes Sci Technol       Date:  2021-03-19

2.  Reasons for discontinuing insulin and factors associated with insulin discontinuation in patients with type 2 diabetes mellitus: a real-world evidence study.

Authors:  Jianmin Wu; Fritha Morrison; Zhenxiang Zhao; Ginger Haynes; Xuanyao He; Ayad K Ali; Maria Shubina; Shervin Malmasi; Wendong Ge; Xiaomei Peng; Alexander Turchin
Journal:  Clin Diabetes Endocrinol       Date:  2021-01-05

3.  Impact of patients' beliefs about insulin on acceptance and adherence to insulin therapy: a qualitative study in primary care.

Authors:  Changwei Liu; Jacqueline De Roza; Chai Wah Ooi; Blessy Koottappal Mathew; Wern Ee Tang
Journal:  BMC Prim Care       Date:  2022-01-20

4.  Which Aspect of Patient-Provider Relationship Affects Acceptance and Adherence of Insulin Therapy in Type 2 Diabetes Mellitus? A Qualitative Study in Primary Care.

Authors:  Blessy Koottappal Mathew; Jacqueline Giovanna De Roza; Changwei Liu; Ling Jia Goh; Chai Wah Ooi; Elya Chen; Shixuan Poon; Wern Ee Tang
Journal:  Diabetes Metab Syndr Obes       Date:  2022-01-26       Impact factor: 3.168

  4 in total

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