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

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 health...

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Published inBMC health services research Vol. 16; no. 163; p. 173
Main Authors Picco, Louisa, Achilla, Evanthia, Abdin, Edimansyah, Chong, Siow Ann, Vaingankar, Janhavi Ajit, McCrone, Paul, Chua, Hong Choon, Heng, Derrick, Magadi, Harish, Ng, Li Ling, Prince, Martin, Subramaniam, Mythily
Format Journal Article
LanguageEnglish
Published England BioMed Central Ltd 10.05.2016
BioMed Central
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Abstract 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. 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. 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. 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.
AbstractList 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. 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. 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. 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.
BACKGROUNDMultimorbidity 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.METHODSThe 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.RESULTSThe 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.CONCLUSIONMultimorbidity 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.
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. Keywords: Multimorbidity, Burden, Healthcare utilisation, Societal cost, Singapore
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. 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. 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. 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.
ArticleNumber 173
Audience Academic
Author Achilla, Evanthia
Heng, Derrick
Prince, Martin
Subramaniam, Mythily
Chong, Siow Ann
McCrone, Paul
Chua, Hong Choon
Vaingankar, Janhavi Ajit
Abdin, Edimansyah
Ng, Li Ling
Picco, Louisa
Magadi, Harish
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  surname: Picco
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  surname: Achilla
  fullname: Achilla, Evanthia
  organization: King's Health Economics, King's College London, London, UK
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  givenname: Edimansyah
  surname: Abdin
  fullname: Abdin, Edimansyah
  organization: Research Division, Institute of Mental Health, Singapore, Singapore
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  givenname: Siow Ann
  surname: Chong
  fullname: Chong, Siow Ann
  organization: Research Division, Institute of Mental Health, Singapore, Singapore
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  organization: Institute of Mental Health, Singapore, Singapore
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  surname: Heng
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  organization: Ministry of Health, Singapore, Singapore
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  surname: Magadi
  fullname: Magadi, Harish
  organization: Department of Geriatric Psychiatry, Institute of Mental Health, Singapore, Singapore
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  givenname: Li Ling
  surname: Ng
  fullname: Ng, Li Ling
  organization: Changi General Hospital, Singapore, Singapore
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  surname: Subramaniam
  fullname: Subramaniam, Mythily
  organization: Research Division, Institute of Mental Health, Singapore, Singapore
BackLink https://www.ncbi.nlm.nih.gov/pubmed/27160080$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1136/bmj.e607
10.1186/s12913-015-0698-2
10.3233/JAD-142769
10.1186/1471-2458-12-201
10.3399/bjgp11X548929
10.1371/journal.pone.0089787
10.1007/s11136-005-8661-z
10.1186/1477-7525-7-82
10.1177/1077558711399580
10.1016/S0140-6736(12)60240-2
10.1016/j.archger.2014.04.014
10.1016/j.genhosppsych.2014.03.002
10.1097/MLR.0b013e31828dbb19
10.1017/S0266462309090692
10.1016/j.arr.2011.03.003
10.1177/1077558710371485
10.1186/1472-6963-8-14
10.1001/archinte.162.20.2269
10.1093/gerona/glq208
10.1370/afm.272
10.3233/JAD-150930
10.1186/1471-2296-15-61
10.1093/epirev/mxs009
10.1186/1477-7525-2-51
10.1186/1471-2318-11-54
10.1370/afm.1337
10.1186/1471-2318-14-70
10.1370/afm.307
10.1093/fampra/cmr013
10.1186/1472-6963-13-219
10.1016/S0895-4356(97)00306-5
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Issue 163
Keywords Societal cost
Singapore
Burden
Healthcare utilisation
Multimorbidity
Language English
License Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
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References 16411033 - Qual Life Res. 2006 Feb;15(1):83-91
24884813 - BMC Geriatr. 2014;14:70
22429338 - BMC Public Health. 2012;12:201
25609174 - BMC Health Serv Res. 2015;15:23
19737412 - Health Qual Life Outcomes. 2009;7:82
23768192 - BMC Health Serv Res. 2013;13:219
21402176 - Ageing Res Rev. 2011 Sep;10(4):430-9
23372025 - Epidemiol Rev. 2013;35:75-83
15380021 - Health Qual Life Outcomes. 2004;2:51
22579043 - Lancet. 2012 Jul 7;380(9836):37-43
26890766 - J Alzheimers Dis. 2016;51(2):439-49
20555018 - Med Care Res Rev. 2011 Feb;68(1):112-27
21401985 - Br J Gen Pract. 2011 Jan;61(582):e12-21
21436204 - Fam Pract. 2011 Oct;28(5):516-23
15928225 - Ann Fam Med. 2005 May-Jun;3(3):223-8
24878491 - Arch Gerontol Geriatr. 2014 Sep-Oct;59(2):382-92
21813576 - Med Care Res Rev. 2011 Aug;68(4):387-420
12418941 - Arch Intern Med. 2002 Nov 11;162(20):2269-76
24713327 - Gen Hosp Psychiatry. 2014 Jul-Aug;36(4):375-81
21112963 - J Gerontol A Biol Sci Med Sci. 2011 Mar;66(3):301-11
21914191 - BMC Geriatr. 2011;11:54
24587035 - PLoS One. 2014;9(2):e89787
18205916 - BMC Health Serv Res. 2008;8:14
15928224 - Ann Fam Med. 2005 May-Jun;3(3):215-22
22389337 - BMJ. 2012;344:e607
22412006 - Ann Fam Med. 2012 Mar-Apr;10(2):142-51
23618545 - Prev Chronic Dis. 2013;10:E65
24829022 - Can Fam Physician. 2014 May;60(5):e272-80
19527542 - Int J Technol Assess Health Care. 2009 Jul;25 Suppl 1:234-40
9619963 - J Clin Epidemiol. 1998 May;51(5):367-75
23552429 - Med Care. 2013 Jun;51(6):540-7
24708798 - BMC Fam Pract. 2014;15:61
25672767 - J Alzheimers Dis. 2015;45(4):1127-38
M Subramaniam (1421_CR25) 2014; 36
K Asmus-Szepesi a (1421_CR19) 2014; 59
SH Oostrom van (1421_CR20) 2014; 15
H König (1421_CR18) 2013; 13
KH Pwee (1421_CR23) 2009; 25
K Barnett (1421_CR4) 2012; 380
T Lehnert (1421_CR7) 2011; 68
1421_CR30
1421_CR31
ME Salive (1421_CR11) 2013; 35
1421_CR39
KM Schneider (1421_CR21) 2009; 7
C Salisbury (1421_CR13) 2011; 582
M Fortin (1421_CR14) 2005; 3
M Fortin (1421_CR15) 2004; 2
J Beecham (1421_CR27) 1992
SJ Singer (1421_CR40) 2011; 68
J Wolff (1421_CR1) 2002; 62
M Fortin (1421_CR16) 2006; 15
M Fortin (1421_CR6) 2012; 10
LG Glynn (1421_CR5) 2011; 28
PD St John (1421_CR36) 2014; 60
C Diederichs (1421_CR8) 2011; 66
D Koller (1421_CR17) 2014; 14
JF Orueta (1421_CR12) 2014; 9
1421_CR22
1421_CR24
G Laux (1421_CR9) 2008; 8
LJ Cabassa (1421_CR33) 2013; 51
H Bussche van den (1421_CR37) 2011; 11
B Starfield (1421_CR2) 2005; 3
M Subramaniam (1421_CR26) 2015; 45
1421_CR29
A Marengoni (1421_CR32) 2011; 10
E Abdin (1421_CR28) 2016; 51
M Akker Van den (1421_CR10) 1998; 51
M Ortegon (1421_CR38) 2012; 344
CB Agborsangaya (1421_CR35) 2012; 12
BW Ward (1421_CR34) 2010; 10
C Bähler (1421_CR3) 2015; 15
References_xml – volume: 344
  start-page: e607
  year: 2012
  ident: 1421_CR38
  publication-title: BMJ
  doi: 10.1136/bmj.e607
  contributor:
    fullname: M Ortegon
– volume: 15
  start-page: 23
  year: 2015
  ident: 1421_CR3
  publication-title: BMC Health Serv Res
  doi: 10.1186/s12913-015-0698-2
  contributor:
    fullname: C Bähler
– ident: 1421_CR30
– ident: 1421_CR24
– volume: 45
  start-page: 1127
  year: 2015
  ident: 1421_CR26
  publication-title: J Alzheimers Dis
  doi: 10.3233/JAD-142769
  contributor:
    fullname: M Subramaniam
– volume: 12
  start-page: 201
  year: 2012
  ident: 1421_CR35
  publication-title: BMC Public Health
  doi: 10.1186/1471-2458-12-201
  contributor:
    fullname: CB Agborsangaya
– volume: 582
  start-page: e12
  year: 2011
  ident: 1421_CR13
  publication-title: Br J Gen Pract
  doi: 10.3399/bjgp11X548929
  contributor:
    fullname: C Salisbury
– volume: 10
  start-page: E65
  year: 2010
  ident: 1421_CR34
  publication-title: Prev Chronic Dis
  contributor:
    fullname: BW Ward
– volume: 9
  start-page: 1
  issue: 2
  year: 2014
  ident: 1421_CR12
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0089787
  contributor:
    fullname: JF Orueta
– volume: 15
  start-page: 83
  year: 2006
  ident: 1421_CR16
  publication-title: Qual Life Res
  doi: 10.1007/s11136-005-8661-z
  contributor:
    fullname: M Fortin
– volume: 7
  start-page: 82
  year: 2009
  ident: 1421_CR21
  publication-title: Health Qual Life Outcomes
  doi: 10.1186/1477-7525-7-82
  contributor:
    fullname: KM Schneider
– ident: 1421_CR22
– volume: 68
  start-page: 387
  issue: 4
  year: 2011
  ident: 1421_CR7
  publication-title: Med Care Res Rev
  doi: 10.1177/1077558711399580
  contributor:
    fullname: T Lehnert
– volume: 380
  start-page: 37
  issue: 9836
  year: 2012
  ident: 1421_CR4
  publication-title: Lancet
  doi: 10.1016/S0140-6736(12)60240-2
  contributor:
    fullname: K Barnett
– volume: 59
  start-page: 382
  year: 2014
  ident: 1421_CR19
  publication-title: Arch Gerontol Geriatr
  doi: 10.1016/j.archger.2014.04.014
  contributor:
    fullname: K Asmus-Szepesi a
– volume: 36
  start-page: 81
  issue: 4
  year: 2014
  ident: 1421_CR25
  publication-title: Gen Hosp Psychiatry
  doi: 10.1016/j.genhosppsych.2014.03.002
  contributor:
    fullname: M Subramaniam
– volume: 51
  start-page: 540
  year: 2013
  ident: 1421_CR33
  publication-title: Med Care
  doi: 10.1097/MLR.0b013e31828dbb19
  contributor:
    fullname: LJ Cabassa
– volume: 25
  start-page: 234
  issue: S1
  year: 2009
  ident: 1421_CR23
  publication-title: Int J Technol Assess Health Care
  doi: 10.1017/S0266462309090692
  contributor:
    fullname: KH Pwee
– volume: 10
  start-page: 430
  year: 2011
  ident: 1421_CR32
  publication-title: Ageing Res Rev
  doi: 10.1016/j.arr.2011.03.003
  contributor:
    fullname: A Marengoni
– volume: 68
  start-page: 112
  year: 2011
  ident: 1421_CR40
  publication-title: Med Care Res Rev
  doi: 10.1177/1077558710371485
  contributor:
    fullname: SJ Singer
– volume: 8
  start-page: 14
  year: 2008
  ident: 1421_CR9
  publication-title: BMC Health Serv Res
  doi: 10.1186/1472-6963-8-14
  contributor:
    fullname: G Laux
– volume: 62
  start-page: 2269
  year: 2002
  ident: 1421_CR1
  publication-title: Arch Intern Med
  doi: 10.1001/archinte.162.20.2269
  contributor:
    fullname: J Wolff
– volume: 66
  start-page: 301
  year: 2011
  ident: 1421_CR8
  publication-title: J Gerontol A Biol Sci Med Sci
  doi: 10.1093/gerona/glq208
  contributor:
    fullname: C Diederichs
– volume: 3
  start-page: 223
  year: 2005
  ident: 1421_CR14
  publication-title: Ann Fam Med
  doi: 10.1370/afm.272
  contributor:
    fullname: M Fortin
– volume: 51
  start-page: 439
  issue: 2
  year: 2016
  ident: 1421_CR28
  publication-title: J Alzheimers Dis
  doi: 10.3233/JAD-150930
  contributor:
    fullname: E Abdin
– volume: 15
  start-page: 61
  year: 2014
  ident: 1421_CR20
  publication-title: BMC Fam Pract
  doi: 10.1186/1471-2296-15-61
  contributor:
    fullname: SH Oostrom van
– ident: 1421_CR31
– ident: 1421_CR29
– volume: 35
  start-page: 75
  year: 2013
  ident: 1421_CR11
  publication-title: Epidemiol Rev
  doi: 10.1093/epirev/mxs009
  contributor:
    fullname: ME Salive
– volume: 2
  start-page: 51
  year: 2004
  ident: 1421_CR15
  publication-title: Health Qual Life Outcomes
  doi: 10.1186/1477-7525-2-51
  contributor:
    fullname: M Fortin
– volume: 11
  start-page: 54
  year: 2011
  ident: 1421_CR37
  publication-title: BMC Geriatr
  doi: 10.1186/1471-2318-11-54
  contributor:
    fullname: H Bussche van den
– start-page: 163
  volume-title: Measuring Mental Health Needs
  year: 1992
  ident: 1421_CR27
  contributor:
    fullname: J Beecham
– ident: 1421_CR39
– volume: 10
  start-page: 142
  issue: 2
  year: 2012
  ident: 1421_CR6
  publication-title: Ann Fam Med
  doi: 10.1370/afm.1337
  contributor:
    fullname: M Fortin
– volume: 14
  start-page: 70
  year: 2014
  ident: 1421_CR17
  publication-title: BMC Geriatr
  doi: 10.1186/1471-2318-14-70
  contributor:
    fullname: D Koller
– volume: 3
  start-page: 215
  year: 2005
  ident: 1421_CR2
  publication-title: Ann Fam Med
  doi: 10.1370/afm.307
  contributor:
    fullname: B Starfield
– volume: 28
  start-page: 516
  issue: 5
  year: 2011
  ident: 1421_CR5
  publication-title: Fam Pract
  doi: 10.1093/fampra/cmr013
  contributor:
    fullname: LG Glynn
– volume: 13
  start-page: 219
  year: 2013
  ident: 1421_CR18
  publication-title: BMC Health Serv Res
  doi: 10.1186/1472-6963-13-219
  contributor:
    fullname: H König
– volume: 51
  start-page: 367
  year: 1998
  ident: 1421_CR10
  publication-title: J Clin Epidemiol
  doi: 10.1016/S0895-4356(97)00306-5
  contributor:
    fullname: M Akker Van den
– volume: 60
  start-page: e272
  issue: 5
  year: 2014
  ident: 1421_CR36
  publication-title: Can Fam Physician
  contributor:
    fullname: PD St John
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Snippet 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...
Background Multimorbidity is not uncommon and the associated impact it places on healthcare utilisation and societal costs is of increased concern. The aim of...
BACKGROUNDMultimorbidity is not uncommon and the associated impact it places on healthcare utilisation and societal costs is of increased concern. The aim of...
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StartPage 173
SubjectTerms Aged
Aged, 80 and over
Analysis
Chronic Disease - economics
Chronic Disease - epidemiology
Comorbidity
Cost of Illness
Cross-Sectional Studies
Delivery of Health Care - economics
Economic aspects
Female
Health aspects
Health Care Costs - statistics & numerical data
Health Resources - utilization
Humans
Linear Models
Long-Term Care - economics
Long-term care of the sick
Male
Medical care, Cost of
Middle Aged
Patient Acceptance of Health Care - statistics & numerical data
Prevalence
Singapore - epidemiology
Social aspects
Surveys and Questionnaires
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Title Economic burden of multimorbidity among older adults: impact on healthcare and societal costs
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