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Body mass index and insulin use as identifiers of high-cost patients with type 2 diabetes: A retrospective analysis of electronic health records linked to insurance claims data.
Johnston, Stephen S; Ammann, Eric M; Kashyap, Sangeetha R; Stokes, Andrew; Hsiao, Carine Chia-Wen; Daskiran, Mehmet; Scamuffa, Robin.
Afiliação
  • Johnston SS; Epidemiology, Medical Devices, Johnson & Johnson, New Brunswick, New Jersey.
  • Ammann EM; Epidemiology, Medical Devices, Johnson & Johnson, Titusville, New Jersey.
  • Kashyap SR; Cleveland Clinic Foundation, Cleveland, Ohio.
  • Stokes A; Department of Global Health, School of Public Health, Boston University, Boston, Massachusetts.
  • Hsiao CC; Franchise Health Economics and Market Access, Ethicon Inc., Johnson & Johnson, Somerville, New Jersey.
  • Daskiran M; Epidemiology, Johnson & Johnson, Titusville, New Jersey.
  • Scamuffa R; Clinical Research, Ethicon Inc., Cincinnati, Ohio.
Diabetes Obes Metab ; 21(6): 1419-1428, 2019 06.
Article em En | MEDLINE | ID: mdl-30768824
ABSTRACT

AIMS:

To study the association of body mass index (BMI) and insulin use with type 2 diabetes-related healthcare expenditures (T2D-HE). MATERIALS AND

METHODS:

Retrospective study using de-identified electronic health records linked to insurance claims data. Study included a prevalence-based sample of overweight or obese patients with antihyperglycaemic-treated T2D. Patients had ≥1 A1c measurement in 2014 (last observed = index A1c), ≥1 BMI measurement within ±90 days of index (average BMI = baseline BMI), and continuous enrolment for 180 days before (baseline) through 395 days after index (day 30-395 = follow-up). BMI was categorized as 25 to 29.9 kg/m2 = overweight; 30 to 34.9 kg/m2 = obese class I (OCI); 35 to 39.9 kg/m2 = OCII; ≥40 kg/m2 = OCIII. Multivariable regressions were used to examine one-year follow-up T2D-HE as a function of BMI, insulin use, an interaction term between BMI and insulin use, and patient demographics.

RESULTS:

Study included 13 026 patients (mean age = 63.6 years; 48.1% female; 29.5% overweight, 31.6% OCI, 20.3% OCII, 18.6% OCIII; 25.3% insulin users). Baseline insulin use rates monotonically ranged from 19.7% in overweight patients to 33.0% in OCIII patients (P < 0.001). Together, BMI and insulin use were jointly associated with one-year follow-up T2D-HE, which monotonically ranged from $5842 in overweight patients with no insulin to $17 700 OCIII insulin users, P < 0.001. Within each BMI category, insulin users' one-year T2D-HE was at least double that of non-users. Additional analyses of all-cause healthcare expenditures yielded consistent results.

CONCLUSIONS:

BMI and insulin use represent simple stratifiers for identifying high-cost patients. OCIII insulin users incurred the greatest annual healthcare expenditures; these patients may be an ideal group for targeted interventions.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Índice de Massa Corporal / Diabetes Mellitus Tipo 2 / Hipoglicemiantes / Insulina Tipo de estudo: Health_economic_evaluation / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Diabetes Obes Metab Assunto da revista: ENDOCRINOLOGIA / METABOLISMO Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Índice de Massa Corporal / Diabetes Mellitus Tipo 2 / Hipoglicemiantes / Insulina Tipo de estudo: Health_economic_evaluation / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adolescent / Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Diabetes Obes Metab Assunto da revista: ENDOCRINOLOGIA / METABOLISMO Ano de publicação: 2019 Tipo de documento: Article