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...
Main Authors: | , , , , , , , , , , |
---|---|
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 |
id |
doaj-47099886d8b34e22a05d55ec5e004bc2 |
---|---|
record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
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 |
work_keys_str_mv |
AT inmaculadaguerrerofernandezdealba comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT inmaculadaguerrerofernandezdealba comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT valentinaorlando comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT valentinaorlando comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT valeriammonetti comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT valeriammonetti comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT saramucherino comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT saramucherino comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT antoniogimenomiguel comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT antoniogimenomiguel comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT olgavaccaro comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT olgavaccaro comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT mariajoaoforjaz comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT beatrizpobladorplou comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT beatrizpobladorplou comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT alexandrapradostorres comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT alexandrapradostorres comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT gabrielericcardi comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT enricamenditto comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients AT enricamenditto comorbidityinanolderpopulationwithtype2diabetesmellitusidentificationofthecharacteristicsandhealthcareutilizationofhighcostpatients |
_version_ |
1724231903428476928 |
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 |