ArticlePatient preference and adherence2013
Determinants and consequences of insulin initiation for type 2 diabetes in France: analysis of the National Health and Wellness Survey.
Article in Patient preference and adherence, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 3 of them syntheses that pooled it.
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Who cites it
16 citing papers in PubMed, 3 syntheses or guidelines pooled it, 37 citations in OpenAlex.
- Early insulin initiation in type 2 diabetes: efficacy, safety, and clinical implications: a systematic review with narrative synthesis.Frontiers in endocrinology · 2026Pooled it
- Quality of life and mental health measurements among patients with type 2 diabetes mellitus: a systematic review.Health and quality of life outcomes · 2023Pooled it
- A Systematic Review of Insulin Adherence Measures in Patients with Diabetes.Journal of managed care & specialty pharmacy · 2016Pooled it
- The Barriers to Insulin Therapy Initiation in Type 2 Diabetes Patients: A Study of General Practitioner Perceptions in Huinan Community in South Shanghai.Diabetes, metabolic syndrome and obesity : targets and therapy · 2024Article
- Associated factors to insulin adherence in type 1 diabetes in Tehran and Karaj, Iran.Journal of diabetes and metabolic disorders · 2022Article
- Socioeconomic inequalities in insulin initiation among individuals with type 2 diabetes - A quasi-experimental nationwide register study.SSM - population health · 2022Article
- A Cross-sectional Survey of Patients with Suspected Diabetic Peripheral Neuropathic Pain in Japan.Internal medicine (Tokyo, Japan) · 2021Observational
- The impact of phenotype, ethnicity and genotype on progression of type 2 diabetes mellitus.Endocrinology, diabetes & metabolism · 2020Review
- Therapeutic Inertia in People With Type 2 Diabetes in Primary Care: A Challenge That Just Won't Go Away.Diabetes spectrum : a publication of the American Diabetes Association · 2020Article
- Clinical Inertia in Type 2 Diabetes Patients in Primary Health Care Clinics in Central Bosnia.Medical science monitor : international medical journal of experimental and clinical research · 2018Article
- Addressing Clinical Inertia in Type 2 Diabetes Mellitus: A Review.Advances in therapy · 2018Review
- Practical Considerations for the Use of Subcutaneous Treatment in the Management of Dyslipidaemia.Advances in therapy · 2017 · on this mapReview
- Gaps and barriers in the control of blood glucose in people with type 2 diabetes.Diabetes & vascular disease research · 2017Review
- Progression to insulin therapy among patients with type 2 diabetes treated with sitagliptin or sulphonylurea plus metformin dual therapy.Diabetes, obesity & metabolism · 2015Article
- A Comparison of Data Driven-based Measures of Adherence to Oral Hypoglycemic Agents in Medicaid Patients.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2014Article
- Patient autonomy in chronic care: solving a paradox.Patient preference and adherence · 2013Review
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe aim of the study was to identify the intrinsic patient characteristics and extrinsic environmental factors predicting prescription and use and, more specifically, early initiation (up to 5 years of disease duration) of insulin for type 2 diabetes in France. A secondary objective was to evaluate the impact of insulin therapy on mental and physical quality of life and patient adherence.
methodsThe data used in this study were derived from the 2008, 2010, and 2011 France National Health and Wellness Survey. This survey is an annual, cross-sectional, self-administered, Internet-based questionnaire among a nationwide representative sample of adults (aged 18 years or older). Of the total of 45,958 persons recruited in France, 1,933 respondents (deduped) were identified as diagnosed with type 2 diabetes. All unique respondents from the three waves, currently using insulin or oral bitherapy or tritherapy at the time of assessment, were included in this analysis.
resultsEarly (versus late) initiation of insulin therapy was 9.9 times more likely to be prescribed by an endocrinologist or diabetologist than by a primary care physician (P < 0.0001). Younger age at diagnosis and current smoking habits were significant predictors of early (versus late) insulin initiation (odds ratio [OR] 1.031, 95% confidence interval [CI] 1.005-1.059, P = 0.0196, and OR 2.537, 95% CI 1.165-5.524, P = 0.0191, respectively). Patients with a yearly income ≥€50,000 were less likely to be put on insulin early (P = 0.0399). A link between insulin prescription and complications was shown only in univariate analysis. Mental quality of life was lower in patients on early (versus late) insulin, but only in patients with diabetes-related complications. Insulin users (versus oral bitherapy or tritherapy users) had 3.0 times greater odds of being adherent than uncontrolled oral bitherapy or tritherapy users (OR 2.983, 95% CI 1.37-6.495, P = 0.0059).
conclusionThis study confirms the role of specialists in early initiation of insulin, and the data presented herein reflect the fact that early initiation is more frequent in younger patients, patients with diabetes-related complications, and current smokers, and less frequent in patients with a higher income. Moreover, we observed that being treated with insulin was not associated with deterioration in quality of life, and insulin-treated patients were more often adherent than uncontrolled oral bitherapy or tritherapy users. These data suggest that doctors' concerns about patient adherence and detrimental effects on quality of life should not be a barrier to their decision regarding early initiation of insulin therapy. Due to the nature of this cross-sectional survey (eg, inability to assess treatment flow), further research is needed to confirm its findings.
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