Observational studyBMC health services research2016
Utilization patterns of insulin therapy and healthcare services among Japanese insulin initiators during their first year: a descriptive analysis of administrative hospital data.
Observational study in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 11 citations in OpenAlex.
- Fast-acting insulin aspart in Japanese patients with type 1 diabetes: Faster onset, higher early exposure and greater early glucose-lowering effect relative to insulin aspart.Journal of diabetes investigation · 2018Trial
- A Retrospective Analysis of the Clinical Characteristics and Treatment Patterns Among Individuals with Diabetes Receiving Insulin Therapy in Japan: The Insulin JP2DB Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Article
- Non-adherence to guideline recommendations for insulins: a qualitative study amongst primary care practitioners.BMC primary care · 2022Article
- Newer long-acting insulin prescriptions for patients with type 2 diabetes: prevalence and practice variation in a retrospective cohort study.The British journal of general practice : the journal of the Royal College of General Practitioners · 2022Article
- Validity and reliability of the Japanese version of the diabetes knowledge test among in-patients with type 2 diabetes.Journal of diabetes investigation · 2022Article
- Treatment patterns of drug-naive patients with type 2 diabetes mellitus: a retrospective cohort study using a Japanese hospital database.Diabetology & metabolic syndrome · 2019Article
- Characteristics, Treatment Patterns, and Economic Outcomes of Patients Initiating Injectable Medications for Management of Type 2 Diabetes Mellitus in Japan: Results from a Retrospective Claims Database Analysis.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2018Article
- Observational
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3 authors at 2 institutions in 1 country.
Funding
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Abstract
backgroundType 2 diabetes poses an increasing healthcare burden in Japan. Although insulin treatment has diversified in recent years, the literature on the utilization of healthcare services among patients with type 2 diabetes undergoing different insulin therapy regimens is scarce. The current study aimed to characterize the real-world insulin treatment patterns and associated utilization of healthcare services among patients with type 2 diabetes who initiated insulin therapy during the study period.
methodsWe examined data from a hospital-based database consisting of administrative and laboratory data from 121 acute-phase hospitals throughout Japan from April 2008 to August 2012. Patients diagnosed with type 2 diabetes and receiving continuous insulin therapy, defined by three insulin claims or more, were included in the analysis.
resultsOf the 2,145 insulin initiators, at initiation 46.5% received rapid-acting insulin alone, 36.6% received an intensive regimen, 11.4% received long-acting insulin alone, and 5.5% received pre-mixed insulin alone. Patients treated with rapid-acting insulin alone were older, experienced more comorbid conditions, had lower HbA1c, and more often had initiated their insulin treatment at inpatient admission, compared to patients treated with other types of insulin. Inpatient admission was more common and longer for patients taking rapid-acting insulin and an intensive regimen than those taking long-acting or pre-mixed insulin, and most were readmitted within 1 year. Utilization of outpatient clinics was approximately once per month, and emergency department visits were observed to be rare.
conclusionsThis retrospective observational descriptive study found varied treatment and healthcare service utilization patterns, as well as disparities in patient characteristics across insulin regimens. Future research should assess the basis for these various utilization patterns associated with insulin to conduct robust analyses of clinical and economic outcomes.
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