Skip to main content
Top
Published in: BMC Health Services Research 1/2016

Open Access 01-12-2016 | Research article

Economic burden of multimorbidity among older adults: impact on healthcare and societal costs

Authors: Louisa Picco, Evanthia Achilla, Edimansyah Abdin, Siow Ann Chong, Janhavi Ajit Vaingankar, Paul McCrone, Hong Choon Chua, Derrick Heng, Harish Magadi, Li Ling Ng, Martin Prince, Mythily Subramaniam

Published in: BMC Health Services Research | Issue 1/2016

Login to get access

Abstract

Background

Multimorbidity is not uncommon and the associated impact it places on healthcare utilisation and societal costs is of increased concern. The aim of the current study was to estimate the economic burden of multimorbidity among older adults in Singapore by investigating its association with the healthcare and societal resource use and cost.

Methods

The Well-being of the Singapore Elderly (WiSE) study was a single phase, cross sectional survey among a nationally representative sample of Singapore residents (N = 2565) aged 60 years and above. Multimorbidity was defined in this study as having two or more chronic conditions, from a list of 10 conditions. Care was classified into healthcare which included direct medical care, intermediate and long-term care, indirect care, and social care, provided by paid caregivers and family members or friends. Costs were calculated from the societal perspective, including healthcare and social care costs, by multiplying each service unit with the relevant unit cost. Generalized linear models were used to investigate the relationship between total annual costs and various socio-demographic factors.

Results

The prevalence of multimorbidity was 51.5 %. Multimorbid respondents utilised more healthcare and social care resources than those with one or no chronic conditions. The total societal cost of multimorbidity equated to SGD$15,148 per person, annually, while for those with one or no chronic conditions the total annual societal costs per person were SGD$5,610 and SGD$2,806, respectively. Each additional chronic condition was associated with increased healthcare (SGD$2,265) and social care costs (SGD$3,177). Older age (i.e. 75–84 years old, and especially over 85 years), Indian ethnicity and being retired were significantly associated with higher total costs from the societal perspective, while older age (75 years and above) and ‘Other’ ethnicity were significantly associated with higher total healthcare costs.

Conclusion

Multimorbidity was associated with substantially higher healthcare utilisation and social care costs among older adults in Singapore. With the prevalence of multimorbidity increasing, especially as the population ages, we need healthcare systems that are evolving to address the emerging challenges associated with multimorbidity and the respective healthcare and societal costs.
Literature
1.
go back to reference Wolff J, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;62:2269–76.CrossRef Wolff J, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;62:2269–76.CrossRef
2.
go back to reference Starfield B, Lemke KW, Herbert R, Pavlovich WD, Anderson G. Comorbidity and the use of primary care and specialist care in the elderly. Ann Fam Med. 2005;3:215–22.CrossRefPubMedPubMedCentral Starfield B, Lemke KW, Herbert R, Pavlovich WD, Anderson G. Comorbidity and the use of primary care and specialist care in the elderly. Ann Fam Med. 2005;3:215–22.CrossRefPubMedPubMedCentral
3.
go back to reference Bähler C, Huber CA, Brüngger B, Reich O. Multimorbidity, health care utilization and costs in an elderly community-dwelling population: a claims data based observational study. BMC Health Serv Res. 2015;15:23.CrossRefPubMedPubMedCentral Bähler C, Huber CA, Brüngger B, Reich O. Multimorbidity, health care utilization and costs in an elderly community-dwelling population: a claims data based observational study. BMC Health Serv Res. 2015;15:23.CrossRefPubMedPubMedCentral
4.
go back to reference Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380(9836):37–43.CrossRefPubMed Barnett K, Mercer SW, Norbury M, Watt G, Wyke S, Guthrie B. Epidemiology of multimorbidity and implications for health care, research, and medical education: a cross-sectional study. Lancet. 2012;380(9836):37–43.CrossRefPubMed
5.
go back to reference Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, et al. The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011;28(5):516–23.CrossRefPubMed Glynn LG, Valderas JM, Healy P, Burke E, Newell J, Gillespie P, et al. The prevalence of multimorbidity in primary care and its effect on health care utilization and cost. Fam Pract. 2011;28(5):516–23.CrossRefPubMed
6.
go back to reference Fortin M, Stewart M, Poitras ME, Almirall J, Maddocks H. A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology. Ann Fam Med. 2012;10(2):142–51.CrossRefPubMedPubMedCentral Fortin M, Stewart M, Poitras ME, Almirall J, Maddocks H. A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology. Ann Fam Med. 2012;10(2):142–51.CrossRefPubMedPubMedCentral
7.
go back to reference Lehnert T, Heider D, Leicht H, Heinrich S, Corrieri S, Luppa M, et al. Review: health care utilization and costs of elderly persons with multiple chronic conditions. Med Care Res Rev. 2011;68(4):387–420.CrossRefPubMed Lehnert T, Heider D, Leicht H, Heinrich S, Corrieri S, Luppa M, et al. Review: health care utilization and costs of elderly persons with multiple chronic conditions. Med Care Res Rev. 2011;68(4):387–420.CrossRefPubMed
8.
go back to reference Diederichs C, Berger K, Bartels D. The measurement of multiple chronic diseases—a systematic review on existing multimorbidity indices. J Gerontol A Biol Sci Med Sci. 2011;66:301–11.CrossRefPubMed Diederichs C, Berger K, Bartels D. The measurement of multiple chronic diseases—a systematic review on existing multimorbidity indices. J Gerontol A Biol Sci Med Sci. 2011;66:301–11.CrossRefPubMed
9.
go back to reference Laux G, Kuehlein T, Rosemann T, Szecsenyi J. Co- and multimorbidity patterns in primary care based on episodes of care: results from the German CONTENT project. BMC Health Serv Res. 2008;8:14.CrossRefPubMedPubMedCentral Laux G, Kuehlein T, Rosemann T, Szecsenyi J. Co- and multimorbidity patterns in primary care based on episodes of care: results from the German CONTENT project. BMC Health Serv Res. 2008;8:14.CrossRefPubMedPubMedCentral
10.
go back to reference Van den Akker M, Buntinx F, Metsemakers JFM, Roos S, Knottnerus JA. Multimorbidity in general practice: prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases. J Clin Epidemiol. 1998;51:367–75.CrossRefPubMed Van den Akker M, Buntinx F, Metsemakers JFM, Roos S, Knottnerus JA. Multimorbidity in general practice: prevalence, incidence, and determinants of co-occurring chronic and recurrent diseases. J Clin Epidemiol. 1998;51:367–75.CrossRefPubMed
12.
go back to reference Orueta JF, Garcıa-Alvarez A, Garcıa-Goni M, Paolucci F, Nuno-Solinıs R. Prevalence and costs of multimorbidity by deprivation levels in the Basque Country: a population based study using health administrative databases. PLoS One. 2014;9(2):1–11.CrossRef Orueta JF, Garcıa-Alvarez A, Garcıa-Goni M, Paolucci F, Nuno-Solinıs R. Prevalence and costs of multimorbidity by deprivation levels in the Basque Country: a population based study using health administrative databases. PLoS One. 2014;9(2):1–11.CrossRef
13.
go back to reference Salisbury C, Johnson C, Purdy S, Valderas JM, Montgomery A. Epidemiology and impact of multimorbidity in primary care: a retrospective cohort study. Br J Gen Pract. 2011;582:e12–21.CrossRef Salisbury C, Johnson C, Purdy S, Valderas JM, Montgomery A. Epidemiology and impact of multimorbidity in primary care: a retrospective cohort study. Br J Gen Pract. 2011;582:e12–21.CrossRef
14.
15.
go back to reference Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu A, Maltais D. Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes. 2004;2:51.CrossRefPubMedPubMedCentral Fortin M, Lapointe L, Hudon C, Vanasse A, Ntetu A, Maltais D. Multimorbidity and quality of life in primary care: a systematic review. Health Qual Life Outcomes. 2004;2:51.CrossRefPubMedPubMedCentral
16.
go back to reference Fortin M, Bravo G, Hudon C, et al. Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res. 2006;15:83–91.CrossRefPubMed Fortin M, Bravo G, Hudon C, et al. Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res. 2006;15:83–91.CrossRefPubMed
17.
go back to reference Koller D, Schon G, Schafer I, Glaeske G, van den Bussche H, Hansen H. Multimorbidity and long-term care dependency–a five-year follow-up. BMC Geriatr. 2014;14:70.CrossRefPubMedPubMedCentral Koller D, Schon G, Schafer I, Glaeske G, van den Bussche H, Hansen H. Multimorbidity and long-term care dependency–a five-year follow-up. BMC Geriatr. 2014;14:70.CrossRefPubMedPubMedCentral
18.
go back to reference König H, Leicht H, Bickel H, Fuchs A, Gensichen J, Maie W5, Mergenthal K, Riedel-Heller S, Schäfer I, Schön G, Weyerer S, Wiese B, van den Bussche H, Scherer M, Eckardt M. Effects of multiple chronic conditions on health care costs: an analysis based on an advanced tree-based regression model. BMC Health Serv Res. 2013;13:219.CrossRefPubMedPubMedCentral König H, Leicht H, Bickel H, Fuchs A, Gensichen J, Maie W5, Mergenthal K, Riedel-Heller S, Schäfer I, Schön G, Weyerer S, Wiese B, van den Bussche H, Scherer M, Eckardt M. Effects of multiple chronic conditions on health care costs: an analysis based on an advanced tree-based regression model. BMC Health Serv Res. 2013;13:219.CrossRefPubMedPubMedCentral
19.
go back to reference Asmus-Szepesi a K, Koopmanschap M, Flinterman LE, Bakker TJEM, Mackenbach JP, Steyerberg EW. Formal and informal care costs of hospitalized older people at risk of poor functioning: A prospective cohort study. Arch Gerontol Geriatr. 2014;59:382–92.CrossRef Asmus-Szepesi a K, Koopmanschap M, Flinterman LE, Bakker TJEM, Mackenbach JP, Steyerberg EW. Formal and informal care costs of hospitalized older people at risk of poor functioning: A prospective cohort study. Arch Gerontol Geriatr. 2014;59:382–92.CrossRef
20.
go back to reference van Oostrom SH, Picavet HS, de Bruin SR, Stirbu I, Korevaar JC, Schellevis FG, et al. Multimorbidity of chronic diseases and health care utilization in general practice. BMC Fam Pract. 2014;15:61.CrossRefPubMedPubMedCentral van Oostrom SH, Picavet HS, de Bruin SR, Stirbu I, Korevaar JC, Schellevis FG, et al. Multimorbidity of chronic diseases and health care utilization in general practice. BMC Fam Pract. 2014;15:61.CrossRefPubMedPubMedCentral
21.
go back to reference Schneider KM, O’Donnell BE, Dean D. Prevalence of multiple chronic conditions in the United States’ Medicare population. Health Qual Life Outcomes. 2009;7:82.CrossRefPubMedPubMedCentral Schneider KM, O’Donnell BE, Dean D. Prevalence of multiple chronic conditions in the United States’ Medicare population. Health Qual Life Outcomes. 2009;7:82.CrossRefPubMedPubMedCentral
23.
go back to reference Pwee KH. Health technology assessment in Singapore. Int J Technol Assess Health Care. 2009;25(S1):234–40.CrossRefPubMed Pwee KH. Health technology assessment in Singapore. Int J Technol Assess Health Care. 2009;25(S1):234–40.CrossRefPubMed
25.
go back to reference Subramaniam M, Abdin E, Picco L, Vaingankar JA, Chong SA. Multiple chronic medical conditions: prevalence and risk factors - results from the Singapore mental health study. Gen Hosp Psychiatry. 2014;36(4):81.CrossRef Subramaniam M, Abdin E, Picco L, Vaingankar JA, Chong SA. Multiple chronic medical conditions: prevalence and risk factors - results from the Singapore mental health study. Gen Hosp Psychiatry. 2014;36(4):81.CrossRef
26.
go back to reference Subramaniam M, Chong SA, Vaingankar JA, et al. Prevalence of dementia in people aged 60 years and above: results from the WiSE study. J Alzheimers Dis. 2015;45:1127–38.PubMed Subramaniam M, Chong SA, Vaingankar JA, et al. Prevalence of dementia in people aged 60 years and above: results from the WiSE study. J Alzheimers Dis. 2015;45:1127–38.PubMed
27.
go back to reference Beecham J, Knapp M. Costing psychiatric interventions. In: Thornicroft G, Brewin CR, Wing J, editors. Measuring Mental Health Needs. London: Gaskell; 1992. p. 163–83. Beecham J, Knapp M. Costing psychiatric interventions. In: Thornicroft G, Brewin CR, Wing J, editors. Measuring Mental Health Needs. London: Gaskell; 1992. p. 163–83.
28.
go back to reference Abdin E, Subramaniam M, Achilla E, Vaingankar JA, Sambasivam R, Pang S, Chua BY, Ng LL, Picco L, McCrone P, Chong SA. The societal cost of dementia in Singapore: results from the WiSE study. J Alzheimers Dis. 2016;51(2):439–49.CrossRefPubMed Abdin E, Subramaniam M, Achilla E, Vaingankar JA, Sambasivam R, Pang S, Chua BY, Ng LL, Picco L, McCrone P, Chong SA. The societal cost of dementia in Singapore: results from the WiSE study. J Alzheimers Dis. 2016;51(2):439–49.CrossRefPubMed
32.
go back to reference Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9.CrossRefPubMed Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, Meinow B, Fratiglioni L. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9.CrossRefPubMed
33.
go back to reference Cabassa LJ, Humensky J, Druss B, et al. Do race, ethnicity, and psychiatric diagnoses matter in the prevalence of multiple chronic medical conditions? Med Care. 2013;51:540–7.CrossRefPubMedPubMedCentral Cabassa LJ, Humensky J, Druss B, et al. Do race, ethnicity, and psychiatric diagnoses matter in the prevalence of multiple chronic medical conditions? Med Care. 2013;51:540–7.CrossRefPubMedPubMedCentral
34.
go back to reference Ward BW, Schiller JS. Prevalence of multiple chronic conditions among US adults: estimates from the National Health Interview Survey, 2010. Prev Chronic Dis. 2010;10:E65. Ward BW, Schiller JS. Prevalence of multiple chronic conditions among US adults: estimates from the National Health Interview Survey, 2010. Prev Chronic Dis. 2010;10:E65.
35.
go back to reference Agborsangaya CB, Lau D, Lahtinen M, Cooke T, Johnson JA. Multimorbidity prevalence and patterns across socioeconomic determinants: a cross sectional survey. BMC Public Health. 2012;12:201.CrossRefPubMedPubMedCentral Agborsangaya CB, Lau D, Lahtinen M, Cooke T, Johnson JA. Multimorbidity prevalence and patterns across socioeconomic determinants: a cross sectional survey. BMC Public Health. 2012;12:201.CrossRefPubMedPubMedCentral
36.
go back to reference St John PD, Tyas SL, Menec V, Tate R. Multimorbidity, disability, and mortality in community-dwelling older adults. Can Fam Physician. 2014;60(5):e272–80.PubMedPubMedCentral St John PD, Tyas SL, Menec V, Tate R. Multimorbidity, disability, and mortality in community-dwelling older adults. Can Fam Physician. 2014;60(5):e272–80.PubMedPubMedCentral
37.
go back to reference van den Bussche H, Schon G, Kolonko T, Hansen H, Wegscheider K, Glaeske G, Koller D. Patterns of ambulatory medical care utilization in elderly patients with special reference to chronic diseases and multimorbidity– results from a claims data based observational study in Germany. BMC Geriatr. 2011;11:54.CrossRefPubMedPubMedCentral van den Bussche H, Schon G, Kolonko T, Hansen H, Wegscheider K, Glaeske G, Koller D. Patterns of ambulatory medical care utilization in elderly patients with special reference to chronic diseases and multimorbidity– results from a claims data based observational study in Germany. BMC Geriatr. 2011;11:54.CrossRefPubMedPubMedCentral
38.
go back to reference Ortegon M, Lim S, Chisholm D, Mendis S. Cost eff ectiveness of strategies to combat cardiovascular disease, diabetes, and tobacco use in sub-Saharan Africa and South East Asia: mathematical modelling study. BMJ. 2012;344:e607.CrossRefPubMedPubMedCentral Ortegon M, Lim S, Chisholm D, Mendis S. Cost eff ectiveness of strategies to combat cardiovascular disease, diabetes, and tobacco use in sub-Saharan Africa and South East Asia: mathematical modelling study. BMJ. 2012;344:e607.CrossRefPubMedPubMedCentral
40.
go back to reference Singer SJ, Burgers J, Friedberg M, Rosenthal MB, Leape L, Schneider E. Defining and measuring integrated patient care: promoting the next frontier in health care delivery. Med Care Res Rev. 2011;68:112–27.CrossRefPubMed Singer SJ, Burgers J, Friedberg M, Rosenthal MB, Leape L, Schneider E. Defining and measuring integrated patient care: promoting the next frontier in health care delivery. Med Care Res Rev. 2011;68:112–27.CrossRefPubMed
Metadata
Title
Economic burden of multimorbidity among older adults: impact on healthcare and societal costs
Authors
Louisa Picco
Evanthia Achilla
Edimansyah Abdin
Siow Ann Chong
Janhavi Ajit Vaingankar
Paul McCrone
Hong Choon Chua
Derrick Heng
Harish Magadi
Li Ling Ng
Martin Prince
Mythily Subramaniam
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2016
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/s12913-016-1421-7

Other articles of this Issue 1/2016

BMC Health Services Research 1/2016 Go to the issue