Direct and indirect costs of diabetes mellitus in Mali: A case-control study

Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (me...

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Published inPloS one Vol. 12; no. 5; p. e0176128
Main Authors Bermudez-Tamayo, Clara, Besançon, Stéphane, Johri, Mira, Assa, Sidibe, Brown, Jonathan Betz, Ramaiya, Kaushik
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 18.05.2017
Public Library of Science (PLoS)
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Online AccessGet full text
ISSN1932-6203
1932-6203
DOI10.1371/journal.pone.0176128

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Abstract Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors. Observational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84. Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
AbstractList Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors. Observational retrospective case-control study performed in Mali. Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors.BACKGROUNDDiabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors.Observational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84.METHODS AND FINDINGSObservational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84.Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.CONCLUSIONSHealthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors.Observational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84.Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Background Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors. Methods and findings Observational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84. Conclusions Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Background Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors. Methods and findings Observational retrospective case–control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84. Conclusions Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens on the patient and society as a result of healthcare, medication, and reduced labor market participation. We aimed to estimate the direct (medical and non-medical) and indirect costs of DM and compare them with those of people without DM (ND), as well as the cost predictors. Observational retrospective case-control study performed in Mali. Participants were identified and randomly selected from diabetes registries. We recruited 500 subjects with DM and 500 subjects without DM, matched by sex and age. We conducted structured, personal interviews. Costs were expressed for a 90-day period. Direct medical costs comprised: inpatient stays, ICU, laboratory tests and other hospital visits, specialist and primary care doctor visits, others, traditional practitioners, and medication. Direct non-medical costs comprised travel for treatment and paid caregivers. The indirect costs include the productivity losses by patients and caregivers, and absenteeism. We estimate a two-part model by type of service and a linear multiple regression model for the total cost. We found that total costs of persons with DM were almost 4 times higher than total cost of people without DM. Total costs were $77.08 and $281.92 for ND and DM, respectively, with a difference of $204.84. Healthcare use and costs were dramatically higher for people with DM than for people with normal glucose tolerance and, in relative terms, much higher than in developed countries.
Audience Academic
Author Johri, Mira
Brown, Jonathan Betz
Bermudez-Tamayo, Clara
Assa, Sidibe
Besançon, Stéphane
Ramaiya, Kaushik
AuthorAffiliation 4 Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CRCHUM), Montréal, Canada
1 Andalusian School of Public Health, Granada, Spain
King Abdullah International Medical Research Center, SAUDI ARABIA
6 Endocrinology Department, Mali National Hospital, Bamako, Mali
8 Shree Hindu Mandal Hospital, Dar es Salaam, Tanzania
3 NGO Santé Diabète, Bamako, Mali
5 Département d'administration de la santé, École de santé publique, Université de Montréal, Montréal, Canada
7 Kaiser Permanente Center for Health Research, Portland, Oregon, United States of America
2 CIBER Epidemiologia y Salud Publica (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/28545129$$D View this record in MEDLINE/PubMed
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2017 Bermudez-Tamayo et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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License This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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Conceptualization: SB JBB KR SA.Data curation: CB SB.Formal analysis: CB.Funding acquisition: JBB.Methodology: CB MJ SB.Project administration: SB.Resources: JBB.Supervision: SB.Writing – original draft: CB.Writing – review & editing: SB JBB KR MJ SA.
Competing Interests: The research on which this paper is based was organized and funded by International Diabetes Federation (IDF) as part of a program to measure the impact of diabetes in low- and middle-income countries. To fund this program, IDF solicited and combined unrestricted research grants from several commercial pharmaceutical organizations into an Economic Studies Fund. The contributors to this fund were Merck and Co., Novo Nordisk, Eli Lilly and Co., Takeda Pharmaceuticals North America, and GSK, Inc. These contributors did not select the African countries to be studied and had no role in the design, conduct and reporting of the study in any country, including Mali. The manuscript is an honest, accurate, and transparent account of the study being reported, and no important aspects of the study have been omitted. The use of this commercial funding does not alter our adherence to PLOS ONE policies on sharing data and materials. All funders of IDF’s Economic Studies Fund and all participants in the Fund’s projects agreed in writing that study data would be shared publicly. Finally, it was clearly agreed in writing with the sponsors from the start that our studies were independent, that the resulting data would become public, and that scientific decisions would be made without company involvement.
ORCID 0000-0002-2964-6361
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Snippet Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and economic burdens...
Background Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and...
Background Diabetes mellitus (DM) is one of the most burdensome chronic diseases and is associated with shorter lifetime, diminished quality of life and...
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SubjectTerms Adults
Age
Analysis
Cardiovascular diseases
Care and treatment
Case studies
Case-Control Studies
Children
Cities
Complications
Coronary artery disease
Cost engineering
Cost estimates
Cost of Illness
Costs
Data acquisition
Data collection
Demographics
Demography
Developed countries
Developing countries
Diabetes
Diabetes mellitus
Diabetes Mellitus - economics
Diabetes Mellitus - epidemiology
Diabetic neuropathy
Diagnosis
Diseases
Economic aspects
Economic impact
Economics
Estimates
Female
Flow charts
Format
GDP
Gross Domestic Product
Health care
Health care costs
Health care expenditures
Health promotion
Health services
Heart
Heart diseases
Humans
Income
Ischemia
Laboratory tests
LDCs
Life span
Male
Mali - epidemiology
Medicine and Health Sciences
Mental depression
Middle Aged
Nephropathy
Neuropathy
People and Places
Population
Productivity
Public health
Quality of life
Resource allocation
Retinopathy
Retrospective Studies
Risk
Sedentary Lifestyle
Social Sciences
Stroke
Transformation
Urbanization
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Title Direct and indirect costs of diabetes mellitus in Mali: A case-control study
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