Skip to main content
Top
Published in: International Journal for Equity in Health 1/2015

Open Access 01-12-2015 | Research

Social inequalities in patient-reported outcomes among older multimorbid patients – results of the MultiCare cohort study

Authors: Olaf von dem Knesebeck, Horst Bickel, Angela Fuchs, Jochen Gensichen, Susanne Höfels, Steffi G Riedel-Heller, Hans-Helmut König, Karola Mergenthal, Gerhard Schön, Karl Wegscheider, Siegfried Weyerer, Birgitt Wiese, Martin Scherer, Hendrik van den Bussche, Ingmar Schäfer

Published in: International Journal for Equity in Health | Issue 1/2015

Login to get access

Abstract

Introduction

In this article three research questions are addressed: (1) Is there an association between socioeconomic status (SES) and patient-reported outcomes in a cohort of multimorbid patients? (2) Does the association vary according to SES indicator used (income, education, occupational position)? (3) Can the association between SES and patient-reported outcomes (self-rated health, health-related quality of life and functional status) be (partly) explained by burden of disease?

Methods

Analyses are based on the MultiCare Cohort Study, a German multicentre, prospective, observational cohort study of multimorbid patients from general practice. We analysed baseline data and data from the first follow-up after 15 months (N = 2,729). To assess burden of disease we used the patients’ morbidity data from standardized general practitioner (GP) interviews based on a list of 46 groups of chronic conditions including the GP’s severity rating of each chronic condition ranging from marginal to very severe.

Results

In the cross-sectional analyses SES was significantly associated with the patient-reported outcomes at baseline. Associations with income were more consistent and stronger than with education and occupational position. Associations were partly explained (17% to 44%) by burden of disease. In the longitudinal analyses only income (but not education and occupational position) was significantly related to the patient-reported outcomes at follow-up. Associations between income and the outcomes were reduced by 18% to 27% after adjustment for burden of disease.

Conclusions

Results indicate social inequalities in self-rated health, functional status and health related quality of life among older multimorbid patients. As associations with education and occupational position were inconsistent, these inequalities were mainly due to income. Inequalities were partly explained by burden of disease. However, even among patients with a similar disease burden, those with a low income were worse off in terms of the three patient-reported outcomes under study.
Appendix
Available only for authorised users
Literature
1.
go back to reference Huisman M, Kunst AE, Bopp M, Borgan JK, Borrell C, Costa G, et al. Educational inequalities in cause-specific mortalities in middle-aged and older men and women in eight western European populations. Lancet. 2005;365:493–500.CrossRefPubMed Huisman M, Kunst AE, Bopp M, Borgan JK, Borrell C, Costa G, et al. Educational inequalities in cause-specific mortalities in middle-aged and older men and women in eight western European populations. Lancet. 2005;365:493–500.CrossRefPubMed
2.
go back to reference Kok R, Avendano R, Mackenbach JP. The association between socioeconomic status and changes in health in Europe. In: Börsch-Supan A, Brugiavini A, Jürges H, editors. Health, ageing and retirement in Europe (2004–2007): starting the longitudinal dimension. Mannheim: Strauss; 2008. p. 123–8. Kok R, Avendano R, Mackenbach JP. The association between socioeconomic status and changes in health in Europe. In: Börsch-Supan A, Brugiavini A, Jürges H, editors. Health, ageing and retirement in Europe (2004–2007): starting the longitudinal dimension. Mannheim: Strauss; 2008. p. 123–8.
3.
go back to reference Knesebeck Ovd, Vonneilich N. Gesundheitliche Ungleichheit im Alter [Health inequalities among the aged.]. Z Gerontol Geriatr. 2009;42:459–64 [in German].CrossRef Knesebeck Ovd, Vonneilich N. Gesundheitliche Ungleichheit im Alter [Health inequalities among the aged.]. Z Gerontol Geriatr. 2009;42:459–64 [in German].CrossRef
4.
go back to reference McMunn A, Nazroo J, Breeze E. Inequalities in health at older ages: a longitudinal investigation of the onset of illness and survival effects in England. Age Ageing. 2009;38:181–7.CrossRefPubMedCentralPubMed McMunn A, Nazroo J, Breeze E. Inequalities in health at older ages: a longitudinal investigation of the onset of illness and survival effects in England. Age Ageing. 2009;38:181–7.CrossRefPubMedCentralPubMed
5.
go back to reference Huisman M, Kunst AE, Andersen O, Borgan JK, Borrell C, Costa G, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58:468–75.CrossRefPubMedCentralPubMed Huisman M, Kunst AE, Andersen O, Borgan JK, Borrell C, Costa G, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58:468–75.CrossRefPubMedCentralPubMed
6.
go back to reference van den Akker M, Butnix F, Knotterus A. Comorbidity or multimorbidity: what’s in a name? Eur J Gen Pract. 1996;2:15–21. van den Akker M, Butnix F, Knotterus A. Comorbidity or multimorbidity: what’s in a name? Eur J Gen Pract. 1996;2:15–21.
7.
go back to reference Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, et al. 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, et al. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10:430–9.CrossRefPubMed
8.
go back to reference Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, van den Satariano WA, Bos GA. Causes and consequences of comorbidity: A review. J Clin Epidemiol. 2001;54:661–74.CrossRefPubMed Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, van den Satariano WA, Bos GA. Causes and consequences of comorbidity: A review. J Clin Epidemiol. 2001;54:661–74.CrossRefPubMed
9.
go back to reference Schäfer I, Hansen H, Schön G, Höfels S, Altiner A, Dahlhaus A, et al. The influence of age, gender and socio-economic status on multimorbidity patterns in primary care. First results from the MultiCare Cohort Study. BMC Health Serv Res. 2012;12:89.CrossRefPubMedCentralPubMed Schäfer I, Hansen H, Schön G, Höfels S, Altiner A, Dahlhaus A, et al. The influence of age, gender and socio-economic status on multimorbidity patterns in primary care. First results from the MultiCare Cohort Study. BMC Health Serv Res. 2012;12:89.CrossRefPubMedCentralPubMed
10.
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;380:37–43.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;380:37–43.CrossRefPubMed
12.
go back to reference Chandola T, Ferrie J, Sacker A, Marmot M. Social inequalities in self-reported health in early old age: follow-up of prospective cohort study. BMJ. 2007;334:990–8.CrossRefPubMedCentralPubMed Chandola T, Ferrie J, Sacker A, Marmot M. Social inequalities in self-reported health in early old age: follow-up of prospective cohort study. BMJ. 2007;334:990–8.CrossRefPubMedCentralPubMed
13.
go back to reference Knesebeck Ovd, Wahrendorf M, Hyde M, Siegrist J. Socio-economic position and quality of life among older people in 10 European countries: results of the SHARE study. Ageing & Society. 2007;27:269–84.CrossRef Knesebeck Ovd, Wahrendorf M, Hyde M, Siegrist J. Socio-economic position and quality of life among older people in 10 European countries: results of the SHARE study. Ageing & Society. 2007;27:269–84.CrossRef
14.
go back to reference Lawson KD, Mercer SW, Wyke S, Grieve E, Guthrie B, Watt GC, et al. Double trouble: the impact of multimorbidity and deprivation on preference-weighted health related quality of life: a cross sectional analysis of the Scottish Health Survey. Int J Equity Health. 2013;12:67.CrossRefPubMedCentralPubMed Lawson KD, Mercer SW, Wyke S, Grieve E, Guthrie B, Watt GC, et al. Double trouble: the impact of multimorbidity and deprivation on preference-weighted health related quality of life: a cross sectional analysis of the Scottish Health Survey. Int J Equity Health. 2013;12:67.CrossRefPubMedCentralPubMed
15.
go back to reference Schäfer I, Hansen H, Schön G, Maier W, Höfels S, Altiner A, et al. The German MultiCare-study: Patterns of multimorbidity in primary health care - protocol of a prospective cohort study. BMC Health Serv Res. 2009;9:145.CrossRefPubMedCentralPubMed Schäfer I, Hansen H, Schön G, Maier W, Höfels S, Altiner A, et al. The German MultiCare-study: Patterns of multimorbidity in primary health care - protocol of a prospective cohort study. BMC Health Serv Res. 2009;9:145.CrossRefPubMedCentralPubMed
16.
go back to reference van den Bussche H, Koller D, Kolonko T, Hansen H, Wegscheider K, Glaeske G, et al. Which chronic diseases and disease combinations are specific to multimorbidity in the elderly? Results of a claims data based cross-sectional study in Germany. BMC Public Health. 2011;11:101.CrossRefPubMedCentralPubMed van den Bussche H, Koller D, Kolonko T, Hansen H, Wegscheider K, Glaeske G, et al. Which chronic diseases and disease combinations are specific to multimorbidity in the elderly? Results of a claims data based cross-sectional study in Germany. BMC Public Health. 2011;11:101.CrossRefPubMedCentralPubMed
17.
go back to reference Schäfer I, von Leitner EC, Schön G, Koller D, Hansen H, Kolonko T, et al. Multimorbidity patterns in the elderly: A new approach of disease clustering identifies complex interrelations between chronic conditions. PLoS One. 2010;5:e15941.CrossRefPubMedCentralPubMed Schäfer I, von Leitner EC, Schön G, Koller D, Hansen H, Kolonko T, et al. Multimorbidity patterns in the elderly: A new approach of disease clustering identifies complex interrelations between chronic conditions. PLoS One. 2010;5:e15941.CrossRefPubMedCentralPubMed
18.
go back to reference Jöckel KH, Babitsch B, Bellach BM, Bloomfield K, Hoffmeyer-Zlotnik J, Winkler J, et al. Messung und Quantifizierung soziodemographischer Merkmale in epidemiologischen Studien. [Measuring and quantifying socio-demographic characteristics in epidemiological studies. In: Ahrens W, Bellach BM, Jöckel KH, editors. Messung soziodemographischer Merkmale in der Epidemiologie. [Measuring sociodemographic characteristics in epidemiology. München: Urban & Vogel; 1998. p. 7–38 [in German]. Jöckel KH, Babitsch B, Bellach BM, Bloomfield K, Hoffmeyer-Zlotnik J, Winkler J, et al. Messung und Quantifizierung soziodemographischer Merkmale in epidemiologischen Studien. [Measuring and quantifying socio-demographic characteristics in epidemiological studies. In: Ahrens W, Bellach BM, Jöckel KH, editors. Messung soziodemographischer Merkmale in der Epidemiologie. [Measuring sociodemographic characteristics in epidemiology. München: Urban & Vogel; 1998. p. 7–38 [in German].
19.
go back to reference Brauns H, Steinmann S. Educational reform in France, West-Germany and the United Kingdom: Updating the CASMIN educational classification. ZUMA-Nachrichten. 1999;44:7–44. Brauns H, Steinmann S. Educational reform in France, West-Germany and the United Kingdom: Updating the CASMIN educational classification. ZUMA-Nachrichten. 1999;44:7–44.
20.
go back to reference Hoffmeyer-Zlotnik J. Operationalisierung von “Beruf” als zentrale Variable zur Messung von sozio-ökonomischem Status [Operationalization of “occupation” as a key variable for the measurement of socioeconomic status.]. ZUMA-Nachrichten. 1993;32:135–41 [in German]. Hoffmeyer-Zlotnik J. Operationalisierung von “Beruf” als zentrale Variable zur Messung von sozio-ökonomischem Status [Operationalization of “occupation” as a key variable for the measurement of socioeconomic status.]. ZUMA-Nachrichten. 1993;32:135–41 [in German].
21.
go back to reference Group EQ. EuroQol – a new facility for the measurement of health-related quality of life. Health Policy. 1990;16:199–208.CrossRef Group EQ. EuroQol – a new facility for the measurement of health-related quality of life. Health Policy. 1990;16:199–208.CrossRef
22.
go back to reference Szende A, Oppe M, Devlin N. EQ-5D value sets. Inventory, comparative review and user guide. Berlin: Springer Netherlands; 2007.CrossRef Szende A, Oppe M, Devlin N. EQ-5D value sets. Inventory, comparative review and user guide. Berlin: Springer Netherlands; 2007.CrossRef
23.
go back to reference Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist. 1969;9:179–86.CrossRefPubMed Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist. 1969;9:179–86.CrossRefPubMed
25.
go back to reference Gallo V, Mackenbach JP, Ezzati M, Menvielle G, Kunst AE, Rohrmann S, et al. Social inequalities and mortality in Europe–results from a large multi-national cohort. PLoS One. 2012;7:e39013.CrossRefPubMedCentralPubMed Gallo V, Mackenbach JP, Ezzati M, Menvielle G, Kunst AE, Rohrmann S, et al. Social inequalities and mortality in Europe–results from a large multi-national cohort. PLoS One. 2012;7:e39013.CrossRefPubMedCentralPubMed
26.
go back to reference Graham H. Understanding health inequalities. Berkshire: Open University Press; 2009. Graham H. Understanding health inequalities. Berkshire: Open University Press; 2009.
27.
go back to reference van Oort FV, van Lenthe FJ, Mackenbach JP. Material, psychosocial, and behavioural factors in the explanation of educational inequalities in mortality in the Netherlands. J Epidemiol Community Health. 2005;59:214–20.CrossRefPubMedCentralPubMed van Oort FV, van Lenthe FJ, Mackenbach JP. Material, psychosocial, and behavioural factors in the explanation of educational inequalities in mortality in the Netherlands. J Epidemiol Community Health. 2005;59:214–20.CrossRefPubMedCentralPubMed
28.
go back to reference Geyer S, Hemström O, Peter R, Vagerö D. Education, income, and occupational class cannot be used interchangeably in social epidemiology. Empirical evidence against a common practice. J Epidemiol Community Health. 2006;60:804–10.CrossRefPubMedCentralPubMed Geyer S, Hemström O, Peter R, Vagerö D. Education, income, and occupational class cannot be used interchangeably in social epidemiology. Empirical evidence against a common practice. J Epidemiol Community Health. 2006;60:804–10.CrossRefPubMedCentralPubMed
29.
go back to reference Luck T, Riedel-Heller SG, Kaduszkiewicz H, Bickel H, Jessen F, Pentzek M, et al. Mild cognitive impairment in general practice: Age-specific prevalence and correlates results from the German Study on Ageing, Cognition and Dementia in Primary Care Patients (AgeCoDe). Dement Geriatr Cogn Disord. 2007;24:307–16.CrossRefPubMed Luck T, Riedel-Heller SG, Kaduszkiewicz H, Bickel H, Jessen F, Pentzek M, et al. Mild cognitive impairment in general practice: Age-specific prevalence and correlates results from the German Study on Ageing, Cognition and Dementia in Primary Care Patients (AgeCoDe). Dement Geriatr Cogn Disord. 2007;24:307–16.CrossRefPubMed
Metadata
Title
Social inequalities in patient-reported outcomes among older multimorbid patients – results of the MultiCare cohort study
Authors
Olaf von dem Knesebeck
Horst Bickel
Angela Fuchs
Jochen Gensichen
Susanne Höfels
Steffi G Riedel-Heller
Hans-Helmut König
Karola Mergenthal
Gerhard Schön
Karl Wegscheider
Siegfried Weyerer
Birgitt Wiese
Martin Scherer
Hendrik van den Bussche
Ingmar Schäfer
Publication date
01-12-2015
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2015
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-015-0142-6

Other articles of this Issue 1/2015

International Journal for Equity in Health 1/2015 Go to the issue