Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients

Objectives: Little is known about the specific comorbidities contributing to higher costs in patients with type-2 diabetes mellitus (T2DM), particularly in older cases. We aimed to evaluate the prevalence, type, and cost of comorbidities occurring in older T2DM patients versus older non-T2DM patient...

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Main Authors: Inmaculada Guerrero-Fernández de Alba, Valentina Orlando, Valeria M. Monetti, Sara Mucherino, Antonio Gimeno-Miguel, Olga Vaccaro, Maria João Forjaz, Beatriz Poblador Plou, Alexandra Prados-Torres, Gabriele Riccardi, Enrica Menditto
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Pharmacology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphar.2020.586187/full
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author Inmaculada Guerrero-Fernández de Alba
Inmaculada Guerrero-Fernández de Alba
Valentina Orlando
Valentina Orlando
Valeria M. Monetti
Valeria M. Monetti
Sara Mucherino
Sara Mucherino
Antonio Gimeno-Miguel
Antonio Gimeno-Miguel
Olga Vaccaro
Olga Vaccaro
Maria João Forjaz
Beatriz Poblador Plou
Beatriz Poblador Plou
Alexandra Prados-Torres
Alexandra Prados-Torres
Gabriele Riccardi
Enrica Menditto
Enrica Menditto
spellingShingle Inmaculada Guerrero-Fernández de Alba
Inmaculada Guerrero-Fernández de Alba
Valentina Orlando
Valentina Orlando
Valeria M. Monetti
Valeria M. Monetti
Sara Mucherino
Sara Mucherino
Antonio Gimeno-Miguel
Antonio Gimeno-Miguel
Olga Vaccaro
Olga Vaccaro
Maria João Forjaz
Beatriz Poblador Plou
Beatriz Poblador Plou
Alexandra Prados-Torres
Alexandra Prados-Torres
Gabriele Riccardi
Enrica Menditto
Enrica Menditto
Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
Frontiers in Pharmacology
drug utilization
diabetes cost
multimorbidity
real-world data
type-2 diabetes mellitus
author_facet Inmaculada Guerrero-Fernández de Alba
Inmaculada Guerrero-Fernández de Alba
Valentina Orlando
Valentina Orlando
Valeria M. Monetti
Valeria M. Monetti
Sara Mucherino
Sara Mucherino
Antonio Gimeno-Miguel
Antonio Gimeno-Miguel
Olga Vaccaro
Olga Vaccaro
Maria João Forjaz
Beatriz Poblador Plou
Beatriz Poblador Plou
Alexandra Prados-Torres
Alexandra Prados-Torres
Gabriele Riccardi
Enrica Menditto
Enrica Menditto
author_sort Inmaculada Guerrero-Fernández de Alba
title Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
title_short Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
title_full Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
title_fullStr Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
title_full_unstemmed Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost Patients
title_sort comorbidity in an older population with type-2 diabetes mellitus: identification of the characteristics and healthcare utilization of high-cost patients
publisher Frontiers Media S.A.
series Frontiers in Pharmacology
issn 1663-9812
publishDate 2020-11-01
description Objectives: Little is known about the specific comorbidities contributing to higher costs in patients with type-2 diabetes mellitus (T2DM), particularly in older cases. We aimed to evaluate the prevalence, type, and cost of comorbidities occurring in older T2DM patients versus older non-T2DM patients, and the factors associated with high cost (HC) T2DM patients.Methods: Retrospective cohort study using information from the Campania Region healthcare database. People aged ≥65 years who received ≥2 prescriptions for antidiabetic drugs were identified as “T2DM patients.” Comorbidities among T2DM and non-T2DM groups were assessed through the RxRiskV Index (modified version). T2DM individuals were classified according to the total cost distribution as HC or “non-high cost.” Two sub-cohorts of HC T2DM patients were assessed: above 90th and 80th percentile of the total cost. Age- and sex-adjusted logistic regression models were created.Results: Among the T2DM cohort, concordant and discordant comorbidities occurred significantly more frequently than in the non-T2DM cohort. Total mean annual cost per T2DM patient due to comorbidities was €7,627 versus €4,401 per non-T2DM patient. Among T2DM patients identified as being above 90th and 80th percentiles of cost distribution, the total annual costs were >€19,577 and >€2,563, respectively. The hospitalization cost was higher for T2DM cases. Strongest predictors of being a HC T2DM patient were having ≥5 comorbidities and renal impairment.Conclusion: HC patients accrued >80% of the total comorbidities cost in older T2DM patients. Integrated care models, with holistic and patient-tailored foci, could achieve more effective T2DM care.
topic drug utilization
diabetes cost
multimorbidity
real-world data
type-2 diabetes mellitus
url https://www.frontiersin.org/articles/10.3389/fphar.2020.586187/full
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spelling doaj-47099886d8b34e22a05d55ec5e004bc22021-03-04T14:07:04ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122020-11-011110.3389/fphar.2020.586187586187Comorbidity in an Older Population with Type-2 Diabetes Mellitus: Identification of the Characteristics and Healthcare Utilization of High-Cost PatientsInmaculada Guerrero-Fernández de Alba0Inmaculada Guerrero-Fernández de Alba1Valentina Orlando2Valentina Orlando3Valeria M. Monetti4Valeria M. Monetti5Sara Mucherino6Sara Mucherino7Antonio Gimeno-Miguel8Antonio Gimeno-Miguel9Olga Vaccaro10Olga Vaccaro11Maria João Forjaz12Beatriz Poblador Plou13Beatriz Poblador Plou14Alexandra Prados-Torres15Alexandra Prados-Torres16Gabriele Riccardi17Enrica Menditto18Enrica Menditto19EpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, SpainHealth Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, SpainCIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, ItalyDepartment of Pharmacy, University of Naples Federico II, Naples, ItalyCIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, ItalyDepartment of Pharmacy, University of Naples Federico II, Naples, ItalyCIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, ItalyDepartment of Pharmacy, University of Naples Federico II, Naples, ItalyEpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, SpainHealth Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, SpainDepartment of Pharmacy, University of Naples Federico II, Naples, ItalyDepartment of Clinical Medicine and Surgery, University of Naples Federico II, Naples, ItalyNational Centre of Epidemiology, Institute of Health Carlos III and REDISSEC, Madrid, SpainEpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, SpainHealth Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, SpainEpiChron Research Group, Aragon Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, Zaragoza, SpainHealth Services Research on Chronic Patients Network (REDISSEC), ISCIII, Madrid, SpainDepartment of Clinical Medicine and Surgery, University of Naples Federico II, Naples, ItalyCIRFF, Center of Pharmacoeconomics and Drug utilization Research, Department of Pharmacy, University of Naples Federico II, Naples, ItalyDepartment of Pharmacy, University of Naples Federico II, Naples, ItalyObjectives: Little is known about the specific comorbidities contributing to higher costs in patients with type-2 diabetes mellitus (T2DM), particularly in older cases. We aimed to evaluate the prevalence, type, and cost of comorbidities occurring in older T2DM patients versus older non-T2DM patients, and the factors associated with high cost (HC) T2DM patients.Methods: Retrospective cohort study using information from the Campania Region healthcare database. People aged ≥65 years who received ≥2 prescriptions for antidiabetic drugs were identified as “T2DM patients.” Comorbidities among T2DM and non-T2DM groups were assessed through the RxRiskV Index (modified version). T2DM individuals were classified according to the total cost distribution as HC or “non-high cost.” Two sub-cohorts of HC T2DM patients were assessed: above 90th and 80th percentile of the total cost. Age- and sex-adjusted logistic regression models were created.Results: Among the T2DM cohort, concordant and discordant comorbidities occurred significantly more frequently than in the non-T2DM cohort. Total mean annual cost per T2DM patient due to comorbidities was €7,627 versus €4,401 per non-T2DM patient. Among T2DM patients identified as being above 90th and 80th percentiles of cost distribution, the total annual costs were >€19,577 and >€2,563, respectively. The hospitalization cost was higher for T2DM cases. Strongest predictors of being a HC T2DM patient were having ≥5 comorbidities and renal impairment.Conclusion: HC patients accrued >80% of the total comorbidities cost in older T2DM patients. Integrated care models, with holistic and patient-tailored foci, could achieve more effective T2DM care.https://www.frontiersin.org/articles/10.3389/fphar.2020.586187/fulldrug utilizationdiabetes costmultimorbidityreal-world datatype-2 diabetes mellitus