Skip to main content
Top
Published in: European Journal of Ageing 1/2012

01-03-2012 | Original Investigation

Later life health in Europe: how important are country level influences?

Authors: George B. Ploubidis, Caroline Dale, Emily Grundy

Published in: European Journal of Ageing | Issue 1/2012

Login to get access

Abstract

In this article, we examine the extent and pattern of country level differences in later life health in Europe and compare five competing explanations for this variation. We used data from 14 European countries, drawn from Northern (Denmark and Sweden), Western (Austria, France, Ireland, Germany Belgium, the Netherlands and Switzerland), Mediterranean (Spain, Italy and Greece) and Eastern (Poland and Czechia) regions of Europe, N = 33,528. Our results suggest that about a quarter (24%) of the overall variation in later life health in Europe appears to be due to country level differences. The Scandinavian countries along with Germany, the Netherlands and Switzerland appear to have the best health, whereas Spain, Italy and Poland had the lowest health score. Country level influences on health were largely associated with differences in the level of egalitarianism of each country as measured by the Gini coefficient, with more inequality being associated with poorer health. Differences in health-related lifestyle, as approximated by the prevalence of obesity in each country, also had a substantial macrolevel influence on later life health, with a lower national prevalence of obesity being associated with better health. Our results indicate the presence of systematic macrolevel health variation in Europe and suggest that policies to reduce income inequality as well as population interventions to promote healthier lifestyles and decrease the prevalence of obesity have the potential to improve population health and potentially offset some of the challenges posed by population ageing in Europe.
Literature
go back to reference Avendano M, Glymour MM, Banks J, Mackenbach JP (2009) Health disadvantage in US adults aged 50 to 74 years: a comparison of the health of rich and poor Americans with that of Europeans. Am J Public Health 99(3):540–548. doi:10.2105/ajph.2008.139469 CrossRef Avendano M, Glymour MM, Banks J, Mackenbach JP (2009) Health disadvantage in US adults aged 50 to 74 years: a comparison of the health of rich and poor Americans with that of Europeans. Am J Public Health 99(3):540–548. doi:10.​2105/​ajph.​2008.​139469 CrossRef
go back to reference Beckfield J, Krieger N (2009) Epi + demos + cracy: linking political systems and priorities to the magnitude of health inequities—evidence, gaps, and a research agenda. Epidemiol Rev 31(1):152–177. doi:10.1093/epirev/mxp002 CrossRef Beckfield J, Krieger N (2009) Epi + demos + cracy: linking political systems and priorities to the magnitude of health inequities—evidence, gaps, and a research agenda. Epidemiol Rev 31(1):152–177. doi:10.​1093/​epirev/​mxp002 CrossRef
go back to reference Börsch-Supan A, Jürges H (eds) (2005) The survey of health, aging and retirement in Europe: methodology. Research Institute for the Economics of Ageing, Manheim Börsch-Supan A, Jürges H (eds) (2005) The survey of health, aging and retirement in Europe: methodology. Research Institute for the Economics of Ageing, Manheim
go back to reference Carlson P (1998) Self-perceived health in East and West Europe: another European health divide. Soc Sci Med 46(10):1355–1366CrossRef Carlson P (1998) Self-perceived health in East and West Europe: another European health divide. Soc Sci Med 46(10):1355–1366CrossRef
go back to reference Cavelaars A, Kunst AE, Geurts JJM, Crialesi R, Grotvedt L, Helmert U, Lahelma E, Lundberg O, Matheson J, Mielck A, Mizrahi A, Rasmussen NK, Regidor E, Spuhler T, Mackenbach JP (1998) Differences in self reported morbidity by educational level: a comparison of 11 Western European countries. J Epidemiol Community Health 52(4):219–227CrossRef Cavelaars A, Kunst AE, Geurts JJM, Crialesi R, Grotvedt L, Helmert U, Lahelma E, Lundberg O, Matheson J, Mielck A, Mizrahi A, Rasmussen NK, Regidor E, Spuhler T, Mackenbach JP (1998) Differences in self reported morbidity by educational level: a comparison of 11 Western European countries. J Epidemiol Community Health 52(4):219–227CrossRef
go back to reference Chung H, Muntaner C (2007) Welfare state matters: a typological multilevel analysis of wealthy countries. Health Pol 80(2):328–339CrossRef Chung H, Muntaner C (2007) Welfare state matters: a typological multilevel analysis of wealthy countries. Health Pol 80(2):328–339CrossRef
go back to reference Coburn D (2004) Beyond the income inequality hypothesis: class, neo-liberalism, and health inequalities. Soc Sci Med 58(1):41–56CrossRef Coburn D (2004) Beyond the income inequality hypothesis: class, neo-liberalism, and health inequalities. Soc Sci Med 58(1):41–56CrossRef
go back to reference Cockerham WC (1997) The social determinants of the decline of life expectancy in Russia and Eastern Europe: a lifestyle explanation. J Health Soc Behav 38(2):117–130CrossRef Cockerham WC (1997) The social determinants of the decline of life expectancy in Russia and Eastern Europe: a lifestyle explanation. J Health Soc Behav 38(2):117–130CrossRef
go back to reference de Groot L, Verheijden MW, de Henauw S, Schroll M, van Staveren WA, Investigators S (2004) Lifestyle, Nutritional status, health, and mortality in Elderly people across Europe: a review of the longitudinal results of the SENECA study. J Gerontol Ser A-Biol Sci Med Sci 59(12):1277–1284CrossRef de Groot L, Verheijden MW, de Henauw S, Schroll M, van Staveren WA, Investigators S (2004) Lifestyle, Nutritional status, health, and mortality in Elderly people across Europe: a review of the longitudinal results of the SENECA study. J Gerontol Ser A-Biol Sci Med Sci 59(12):1277–1284CrossRef
go back to reference Desesquelles AF, Egidi V, Salvatore MA (2009) Why do Italian people rate their health worse than French people do? An exploration of cross-country differentials of self-rated health. Soc Sci Med 68(6):1124–1128CrossRef Desesquelles AF, Egidi V, Salvatore MA (2009) Why do Italian people rate their health worse than French people do? An exploration of cross-country differentials of self-rated health. Soc Sci Med 68(6):1124–1128CrossRef
go back to reference Dowd JB, Zajacova A (2007) Does the predictive power of self-rated health for subsequent mortality risk vary by socioeconomic status in the US? Int J Epidemiol 36:1214–1221. doi:10.1093/ije/dym214 CrossRef Dowd JB, Zajacova A (2007) Does the predictive power of self-rated health for subsequent mortality risk vary by socioeconomic status in the US? Int J Epidemiol 36:1214–1221. doi:10.​1093/​ije/​dym214 CrossRef
go back to reference Drasgow F (1984) Scrutinizing psychological tests: measurement equivalence and equivalent relations with external variables are the central issues. Psychol Bull 95(1):134–135CrossRef Drasgow F (1984) Scrutinizing psychological tests: measurement equivalence and equivalent relations with external variables are the central issues. Psychol Bull 95(1):134–135CrossRef
go back to reference Eikemo TA, Bambra C, Judge K, Ringdal K (2008) Welfare state regimes and differences in self-perceived health in Europe: a multilevel analysis. Soc Sci Med 66(11):2281–2295CrossRef Eikemo TA, Bambra C, Judge K, Ringdal K (2008) Welfare state regimes and differences in self-perceived health in Europe: a multilevel analysis. Soc Sci Med 66(11):2281–2295CrossRef
go back to reference Espelt A, Borrell C, Rodriguez-Sanz M, Muntaner C, Pasarin MI, Benach J, Schaap M, Kunst AE, Navarro V (2008) Inequalities in health by social class dimensions in European countries of different political traditions. Int J Epidemiol 37(5):1095–1105. doi:10.1093/ije/dyn051 CrossRef Espelt A, Borrell C, Rodriguez-Sanz M, Muntaner C, Pasarin MI, Benach J, Schaap M, Kunst AE, Navarro V (2008) Inequalities in health by social class dimensions in European countries of different political traditions. Int J Epidemiol 37(5):1095–1105. doi:10.​1093/​ije/​dyn051 CrossRef
go back to reference Grundy E (2006) Ageing and vulnerable elderly people: European perspectives. Ageing Soc 26:105–134CrossRef Grundy E (2006) Ageing and vulnerable elderly people: European perspectives. Ageing Soc 26:105–134CrossRef
go back to reference Hebert JR, Peterson KE, Hurley TG, Stoddard AM, Cohen N, Field AE, Sorensen G (2001) The effect of social desirability trait on self-reported dietary measures among multi-ethnic female health center employees. Ann Epidemiol 11(6):417–427CrossRef Hebert JR, Peterson KE, Hurley TG, Stoddard AM, Cohen N, Field AE, Sorensen G (2001) The effect of social desirability trait on self-reported dietary measures among multi-ethnic female health center employees. Ann Epidemiol 11(6):417–427CrossRef
go back to reference Joreskog KG (1971) Simultaneous factor analysis in several populations. Psychometrika 36(4):409–426CrossRef Joreskog KG (1971) Simultaneous factor analysis in several populations. Psychometrika 36(4):409–426CrossRef
go back to reference Joreskog KG, Moustaki I (2001) Factor analysis of ordinal variables: a comparison of three approaches. Multivar Behav Res 36(3):347–387CrossRef Joreskog KG, Moustaki I (2001) Factor analysis of ordinal variables: a comparison of three approaches. Multivar Behav Res 36(3):347–387CrossRef
go back to reference Karlsson M, Nilsson T, Lyttkens CH, Leeson G (2010) Income inequality and health: Importance of a cross-country perspective. Soc Sci Med 70(6):875–885CrossRef Karlsson M, Nilsson T, Lyttkens CH, Leeson G (2010) Income inequality and health: Importance of a cross-country perspective. Soc Sci Med 70(6):875–885CrossRef
go back to reference Little RJA, Rubin DB (2002) Statistical analysis with missing data, 2nd edn. Willey, Chichester Little RJA, Rubin DB (2002) Statistical analysis with missing data, 2nd edn. Willey, Chichester
go back to reference Lynch J, Smith GD, Hillemeier M, Shaw M, Raghunathan T, Kaplan G (2001) Income inequality, the psychosocial environment, and health: comparisons of wealthy nations. Lancet 358(9277):194–200CrossRef Lynch J, Smith GD, Hillemeier M, Shaw M, Raghunathan T, Kaplan G (2001) Income inequality, the psychosocial environment, and health: comparisons of wealthy nations. Lancet 358(9277):194–200CrossRef
go back to reference Lynch J, Smith GD, Harper S, Hillemeier M, Ross N, Kaplan GA, Wolfson M (2004) Is income inequality a determinant of population health? Part 1. A systematic review. Milbank Q 82(1):5–99CrossRef Lynch J, Smith GD, Harper S, Hillemeier M, Ross N, Kaplan GA, Wolfson M (2004) Is income inequality a determinant of population health? Part 1. A systematic review. Milbank Q 82(1):5–99CrossRef
go back to reference Mackenbach JP, Stirbu I, Roskam AJR, Schaap MM, Menvielle G, Leinsalu M, Kunst AE, European Union Working Group on Socioeconomic Inequalities in Health (2008) Socioeconomic inequalities in health in 22 European countries. N Engl J Med 358(23):2468–2481CrossRef Mackenbach JP, Stirbu I, Roskam AJR, Schaap MM, Menvielle G, Leinsalu M, Kunst AE, European Union Working Group on Socioeconomic Inequalities in Health (2008) Socioeconomic inequalities in health in 22 European countries. N Engl J Med 358(23):2468–2481CrossRef
go back to reference McKee M (1998) An agenda for public health research in Europe. Eur J Public Health 8(1):3–7CrossRef McKee M (1998) An agenda for public health research in Europe. Eur J Public Health 8(1):3–7CrossRef
go back to reference Meredith W (1993) Measurement invariance, factor analysis and factorial invariance. Psychometrika 58(4):525–543CrossRef Meredith W (1993) Measurement invariance, factor analysis and factorial invariance. Psychometrika 58(4):525–543CrossRef
go back to reference Minicuci N, Noale M, Bardage C, Blumstein T, Deeg DJH, Gindin J, Jylha M, Nikula S, Otero A, Pedersen NL, Pluijm SMF, Pluijm MF, Zunzunegui MV, Maggi S, Grp CW (2003) Cross-national determinants of quality of life from six longitudinal studies on aging: The CLESA Project. Aging Clin Exp Res 15(3):187–202 Minicuci N, Noale M, Bardage C, Blumstein T, Deeg DJH, Gindin J, Jylha M, Nikula S, Otero A, Pedersen NL, Pluijm SMF, Pluijm MF, Zunzunegui MV, Maggi S, Grp CW (2003) Cross-national determinants of quality of life from six longitudinal studies on aging: The CLESA Project. Aging Clin Exp Res 15(3):187–202
go back to reference Minicuci N, Noale M, Pluijm SMF, Zunzunegui MV, Blumstein T, Deeg DJH, Bardage C, Jylhä M, The CLESA working group (2004) Disability-free life expectancy: a cross-national comparison of six longitudinal studies on aging. The CLESA project. Eur J Ageing 1(1):37–44. doi:10.1007/s10433-004-0002-5 CrossRef Minicuci N, Noale M, Pluijm SMF, Zunzunegui MV, Blumstein T, Deeg DJH, Bardage C, Jylhä M, The CLESA working group (2004) Disability-free life expectancy: a cross-national comparison of six longitudinal studies on aging. The CLESA project. Eur J Ageing 1(1):37–44. doi:10.​1007/​s10433-004-0002-5 CrossRef
go back to reference Morris JN, Donkin AJM, Wonderling D, Wilkinson P, Dowler EA (2000) A minimum income for healthy living. J Epidemiol Community Health 54(12):885–889CrossRef Morris JN, Donkin AJM, Wonderling D, Wilkinson P, Dowler EA (2000) A minimum income for healthy living. J Epidemiol Community Health 54(12):885–889CrossRef
go back to reference Morris JN, Wilkinson P, Dangour AD, Deeming C, Fletcher A (2007) Defining a minimum income for healthy living (MIMHL): older age, England. Int J Epidemiol 36(6):1300–1307. doi:10.1093/ije/dym129 CrossRef Morris JN, Wilkinson P, Dangour AD, Deeming C, Fletcher A (2007) Defining a minimum income for healthy living (MIMHL): older age, England. Int J Epidemiol 36(6):1300–1307. doi:10.​1093/​ije/​dym129 CrossRef
go back to reference Muthen LK, Muthen BO (1998–2010) Mplus User’s Guide. 6th edn. Muthen & Muthen, Los Angeles Muthen LK, Muthen BO (1998–2010) Mplus User’s Guide. 6th edn. Muthen & Muthen, Los Angeles
go back to reference Navarro V, Shi L (2001) The political context of social inequalities and health. Soc Sci Med 52(3):481–491CrossRef Navarro V, Shi L (2001) The political context of social inequalities and health. Soc Sci Med 52(3):481–491CrossRef
go back to reference Olsen KM, Dahl S-Å (2007) Health differences between European countries. Soc Sci Med 64(8):1665–1678CrossRef Olsen KM, Dahl S-Å (2007) Health differences between European countries. Soc Sci Med 64(8):1665–1678CrossRef
go back to reference Omran AR (1971) Epidemiologic transition: theory of epidemiology of population change. Milbank Mem Fund Quart 49(4):509–538CrossRef Omran AR (1971) Epidemiologic transition: theory of epidemiology of population change. Milbank Mem Fund Quart 49(4):509–538CrossRef
go back to reference Rodgers GB (1979) Income and inequality as determinants of mortality: international cross-section analysis. Popul Stud-J Demogr 33(2):343–351 Rodgers GB (1979) Income and inequality as determinants of mortality: international cross-section analysis. Popul Stud-J Demogr 33(2):343–351
go back to reference Schrijvers CTM, Stronks K, van de Mheen HD, Mackenbach JP (1999) Explaining educational differences in mortality: the role of behavioral and material factors. Am J Public Health 89(4):535–540CrossRef Schrijvers CTM, Stronks K, van de Mheen HD, Mackenbach JP (1999) Explaining educational differences in mortality: the role of behavioral and material factors. Am J Public Health 89(4):535–540CrossRef
go back to reference Seeman TE, Singer BH, Rowe JW, Horwitz RI, McEwen BS (1997) Price of adaptation: allostatic load and its health consequences: MacArthur studies of successful aging. Arch Intern Med 157(19):2259–2268CrossRef Seeman TE, Singer BH, Rowe JW, Horwitz RI, McEwen BS (1997) Price of adaptation: allostatic load and its health consequences: MacArthur studies of successful aging. Arch Intern Med 157(19):2259–2268CrossRef
go back to reference van den Brink CL, Tijhuis M, Kalmijn S, Klazinga NS, Nissinen A, Giampaoli S, Kivinen P, Kromhout D, van den Bos GAM (2003) Self-reported disability and its association with performance-based limitation in elderly men: a comparison of three European countries. J Am Geriatr Soc 51(6):782–788. doi:10.1046/j.1365-2389.2003.51258.x CrossRef van den Brink CL, Tijhuis M, Kalmijn S, Klazinga NS, Nissinen A, Giampaoli S, Kivinen P, Kromhout D, van den Bos GAM (2003) Self-reported disability and its association with performance-based limitation in elderly men: a comparison of three European countries. J Am Geriatr Soc 51(6):782–788. doi:10.​1046/​j.​1365-2389.​2003.​51258.​x CrossRef
go back to reference Vogler GP, Sorensen TIA, Stunkard AJ, Srinivasan MR, Rao DC (1995) Influences of genes and shaved family environment on adult body mass index assessed in an adoption study by a comprehensive path model. Int J Obes 19(1):40–45 Vogler GP, Sorensen TIA, Stunkard AJ, Srinivasan MR, Rao DC (1995) Influences of genes and shaved family environment on adult body mass index assessed in an adoption study by a comprehensive path model. Int J Obes 19(1):40–45
go back to reference Wilkinson RG (1997) Socioeconomic determinants of health: health inequalities: relative or absolute material standards? BMJ 314(7080):591–595CrossRef Wilkinson RG (1997) Socioeconomic determinants of health: health inequalities: relative or absolute material standards? BMJ 314(7080):591–595CrossRef
Metadata
Title
Later life health in Europe: how important are country level influences?
Authors
George B. Ploubidis
Caroline Dale
Emily Grundy
Publication date
01-03-2012
Publisher
Springer Netherlands
Published in
European Journal of Ageing / Issue 1/2012
Print ISSN: 1613-9372
Electronic ISSN: 1613-9380
DOI
https://doi.org/10.1007/s10433-011-0215-3

Other articles of this Issue 1/2012

European Journal of Ageing 1/2012 Go to the issue