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Erschienen in: European Journal of Ageing 4/2019

12.06.2019 | Original Investigation

Childhood and adulthood circumstances predicting affective suffering and motivation among older adults: a comparative study of European welfare systems

verfasst von: Georgia Verropoulou, Eleni Serafetinidou

Erschienen in: European Journal of Ageing | Ausgabe 4/2019

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Abstract

The aims of the study are, first, to examine the effect of childhood and adulthood predictors on affective suffering and motivational symptoms among older adults in Europe and, second, to assess differentials across European welfare systems. The mediating role of adulthood circumstances is also explored. Data are derived from the Survey of Health, Ageing and Retirement in Europe (SHARE) waves 2 (cross-sectional material) and 3 (retrospective information). The sample includes 23,050 respondents aged 50 +. The EUROD subscales were obtained using factor analysis; scores were transformed to binary constructs; logistic regression models were used to identify predictors; mediation was assessed employing a decomposition technique. Prevalence of both subscales is higher in Southern and Central/Eastern Europe and lower in Nordic countries, which are characterised by more equitable and generous welfare provisions. Though health, childhood socioeconomic status and childhood adversity are significant for both subscales, there are also differences; female gender, adulthood socioeconomic status and stress are associated with affective suffering, whereas age and educational attainment are of greater consequence for motivational symptoms. These findings are quite consistent across regions, indicating that the subscales represent different aspects of depression. By contrast, childhood circumstances are attenuated differentially by adulthood factors across Europe. Nevertheless, important mediating circumstances are stress for affective suffering and poor health for motivational symptoms. The importance of childhood circumstances in all aspects of later life mental health highlights the need for policy interventions across welfare systems, which should target vulnerable groups early in life.
Literatur
Zurück zum Zitat Alexopoulos GS (2005) Depression in the elderly. Lancet 365(9475):1961–1970 Alexopoulos GS (2005) Depression in the elderly. Lancet 365(9475):1961–1970
Zurück zum Zitat Bambra C, Eikemo TA (2009) Welfare state regimes, unemployment and health: a comparative study of the relationship between unemployment and self-reported health in 23 European countries. J Epidemiol Community Health 63(2):92–98 Bambra C, Eikemo TA (2009) Welfare state regimes, unemployment and health: a comparative study of the relationship between unemployment and self-reported health in 23 European countries. J Epidemiol Community Health 63(2):92–98
Zurück zum Zitat Banks J, Nazroo J, Steptoe A (2012) The dynamics of ageing: evidence from the English Longitudinal Study of Ageing 2002-2010. Institute for Fiscal Studies, London Banks J, Nazroo J, Steptoe A (2012) The dynamics of ageing: evidence from the English Longitudinal Study of Ageing 2002-2010. Institute for Fiscal Studies, London
Zurück zum Zitat Beblavy M (2008) New welfare state models based on the new member states’ experience?. Comenius University, Bratislava, Slovak Governance Institute Beblavy M (2008) New welfare state models based on the new member states’ experience?. Comenius University, Bratislava, Slovak Governance Institute
Zurück zum Zitat Bloom DE, Chatterji S, Kowal P, Lloyd-Sherlock P, McKee M, Rechel B, Rosenberg L, Smith JP (2015) Macroeconomic implications of population ageing and selected policy responses. Lancet 385(9968):649–657 Bloom DE, Chatterji S, Kowal P, Lloyd-Sherlock P, McKee M, Rechel B, Rosenberg L, Smith JP (2015) Macroeconomic implications of population ageing and selected policy responses. Lancet 385(9968):649–657
Zurück zum Zitat Börsch-Supan A (2015) Survey of health, ageing and retirement in Europe (SHARE). In: Pachana NA (ed) Encyclopedia of geropsychology. Springer Science+Business Media, Singapore, pp 1–9 Börsch-Supan A (2015) Survey of health, ageing and retirement in Europe (SHARE). In: Pachana NA (ed) Encyclopedia of geropsychology. Springer Science+Business Media, Singapore, pp 1–9
Zurück zum Zitat Börsch-Supan A, Brandt M, Hunkler C, Kneip T, Korbmacher J, Malter F, Schaan B, Stuck S, Zuber S (2013) Data resource profile: the survey of health, ageing and retirement in Europe (SHARE). Int J Epidemiol 42(4):992–1001 Börsch-Supan A, Brandt M, Hunkler C, Kneip T, Korbmacher J, Malter F, Schaan B, Stuck S, Zuber S (2013) Data resource profile: the survey of health, ageing and retirement in Europe (SHARE). Int J Epidemiol 42(4):992–1001
Zurück zum Zitat Brailean A, Guerra M, Chua K-C, Prince M, Prina MA (2015) A multiple indicators multiple causes model of late-life depression in Latin American countries. J Affect Disord 184:129–136 Brailean A, Guerra M, Chua K-C, Prince M, Prina MA (2015) A multiple indicators multiple causes model of late-life depression in Latin American countries. J Affect Disord 184:129–136
Zurück zum Zitat Breen R, Karlson KB, Holm A (2013) Total, direct, and indirect effects in logit and probit models. Sociol Methods Res 42(2):164–191 Breen R, Karlson KB, Holm A (2013) Total, direct, and indirect effects in logit and probit models. Sociol Methods Res 42(2):164–191
Zurück zum Zitat Castro-Costa E, Dewey M, Stewart R, Banerjee S, Hupper F, Mendonca-Lima C, Bula C, Reisches F, Wancata J, Ritchie K, Tsolaki M, Mateos R, Prince M (2007) Prevalence of depressive symptoms and syndromes in later life in ten European countries: the SHARE study. Br J Psychiatry 191(5):393–401 Castro-Costa E, Dewey M, Stewart R, Banerjee S, Hupper F, Mendonca-Lima C, Bula C, Reisches F, Wancata J, Ritchie K, Tsolaki M, Mateos R, Prince M (2007) Prevalence of depressive symptoms and syndromes in later life in ten European countries: the SHARE study. Br J Psychiatry 191(5):393–401
Zurück zum Zitat Castro-Costa E, Dewey M, Stewart R, Banerjee S, Huppert F, Mendonca-Lima C, Bula C, Reisches F, Wancata J, Ritchie K, Tsolaki M, Mateos R, Prince M (2008) Ascertaining late-life depressive symptoms in Europe: an evaluation of the survey version of the EURO-D scale in 10 nations. The SHARE project. Int J Methods Psychiatr Res 17(1):12–29 Castro-Costa E, Dewey M, Stewart R, Banerjee S, Huppert F, Mendonca-Lima C, Bula C, Reisches F, Wancata J, Ritchie K, Tsolaki M, Mateos R, Prince M (2008) Ascertaining late-life depressive symptoms in Europe: an evaluation of the survey version of the EURO-D scale in 10 nations. The SHARE project. Int J Methods Psychiatr Res 17(1):12–29
Zurück zum Zitat Cheval B, Boisgontier MP, Orsholits D, Sieber S, Guessous I, Gabriel R, Stringhini S, Blane D, van der Linden BWA, Kliegel M, Burton-Jeangros C, Courvoisier DS, Cullati S (2018) Association of early- and adult-life socioeconomic circumstances with muscle strength in older age. Age Ageing 47(3):398–407 Cheval B, Boisgontier MP, Orsholits D, Sieber S, Guessous I, Gabriel R, Stringhini S, Blane D, van der Linden BWA, Kliegel M, Burton-Jeangros C, Courvoisier DS, Cullati S (2018) Association of early- and adult-life socioeconomic circumstances with muscle strength in older age. Age Ageing 47(3):398–407
Zurück zum Zitat Copeland JRM, Beekman ATF, Braam AW et al (2004) Depression among older people in Europe: the EURODEP studies. World Psychiatry 3(1):45–49 Copeland JRM, Beekman ATF, Braam AW et al (2004) Depression among older people in Europe: the EURODEP studies. World Psychiatry 3(1):45–49
Zurück zum Zitat Crespo L, López-Noval B, Mira P (2014) Compulsory schooling, education, depression and memory: new evidence from SHARELIFE. Econ Educ Rev 43:36–46 Crespo L, López-Noval B, Mira P (2014) Compulsory schooling, education, depression and memory: new evidence from SHARELIFE. Econ Educ Rev 43:36–46
Zurück zum Zitat Deacon B (2000) Eastern European welfare states: the impact of the politics of globalization. J Eur Soc Policy 10(2):146–161 Deacon B (2000) Eastern European welfare states: the impact of the politics of globalization. J Eur Soc Policy 10(2):146–161
Zurück zum Zitat Djernes JK (2006) Prevalence and predictors of depression in populations of elderly: a review. Acta Psychiatr Scand 113(5):372–387 Djernes JK (2006) Prevalence and predictors of depression in populations of elderly: a review. Acta Psychiatr Scand 113(5):372–387
Zurück zum Zitat Dvir Y, Ford JD, Hill M, Frazier JA (2014) Childhood maltreatment, emotional dysregulation, and psychiatric comorbidities. Harv Rev Psychiatry 22(3):149–161 Dvir Y, Ford JD, Hill M, Frazier JA (2014) Childhood maltreatment, emotional dysregulation, and psychiatric comorbidities. Harv Rev Psychiatry 22(3):149–161
Zurück zum Zitat Eikemo TA, Bambra C, Judge K, Ringdal K (2008a) Welfare state regimes and differences in self-perceived health in Europe: a multilevel analysis. Soc Sci Med 66(11):2281–2295 Eikemo TA, Bambra C, Judge K, Ringdal K (2008a) Welfare state regimes and differences in self-perceived health in Europe: a multilevel analysis. Soc Sci Med 66(11):2281–2295
Zurück zum Zitat Eikemo TA, Huisman M, Bambra C, Kunst AE (2008b) Health inequalities according to educational level in different welfare regimes: a comparison of 23 European countries. Sociol Health Illn 30(4):565–582 Eikemo TA, Huisman M, Bambra C, Kunst AE (2008b) Health inequalities according to educational level in different welfare regimes: a comparison of 23 European countries. Sociol Health Illn 30(4):565–582
Zurück zum Zitat Esping-Andersen G (1990) Three worlds of welfare capitalism. Polity Press, Cambridge Esping-Andersen G (1990) Three worlds of welfare capitalism. Polity Press, Cambridge
Zurück zum Zitat Ferrera M (1996) The ‘southern model’ of welfare in social Europe. J Eur Soc Policy 6(1):17–37 Ferrera M (1996) The ‘southern model’ of welfare in social Europe. J Eur Soc Policy 6(1):17–37
Zurück zum Zitat Ferrera M, Rhodes M (2013) Recasting European welfare states. Routledge, Abingdon Ferrera M, Rhodes M (2013) Recasting European welfare states. Routledge, Abingdon
Zurück zum Zitat Floyd FJ, Widaman KF (1995) Factor analysis in the development and refinement of clinical assessment instruments. Pyschol Assess 7(3):286–299 Floyd FJ, Widaman KF (1995) Factor analysis in the development and refinement of clinical assessment instruments. Pyschol Assess 7(3):286–299
Zurück zum Zitat Gameiro GR, Minguini IP, de Alves TC (2014) The role of stress and life events in the onset of depression in the elderly. Rev Med (São Paulo) 93(1):31–40 Gameiro GR, Minguini IP, de Alves TC (2014) The role of stress and life events in the onset of depression in the elderly. Rev Med (São Paulo) 93(1):31–40
Zurück zum Zitat Gelman A (2007) Struggles with survey weighting and regression modeling. Stat Sci 22(2):153–164 Gelman A (2007) Struggles with survey weighting and regression modeling. Stat Sci 22(2):153–164
Zurück zum Zitat Halmdienst N, Winter-Ebmer R (2014) Long-run relations between childhood shocks and health in late adulthood—evidence from the Survey of Health, Ageing, and Retirement in Europe. CESifo Econ Stud 60(2):402–434 Halmdienst N, Winter-Ebmer R (2014) Long-run relations between childhood shocks and health in late adulthood—evidence from the Survey of Health, Ageing, and Retirement in Europe. CESifo Econ Stud 60(2):402–434
Zurück zum Zitat Hoffmann R, Kröger H, Pakpahan E (2018) The reciprocal relationship between material factors and health in the life course: evidence from SHARE and ELSA. Eur J Ageing 15:379–391 Hoffmann R, Kröger H, Pakpahan E (2018) The reciprocal relationship between material factors and health in the life course: evidence from SHARE and ELSA. Eur J Ageing 15:379–391
Zurück zum Zitat Hoffmann R, Kröger H, Geyer S (2019) Social causation versus health selection in the life course: does their relative importance differ by dimension of SES? Soc Indic Res 141(3):1341–1367 Hoffmann R, Kröger H, Geyer S (2019) Social causation versus health selection in the life course: does their relative importance differ by dimension of SES? Soc Indic Res 141(3):1341–1367
Zurück zum Zitat Hosmer DW, Lemeshow SL (2000) Applied logistic regression, 2nd edn. Wiley, New York Hosmer DW, Lemeshow SL (2000) Applied logistic regression, 2nd edn. Wiley, New York
Zurück zum Zitat Imai K, Keele L, Tingley D (2010a) A general approach to causal mediation analysis. Psychol Methods 15(4):309–334 Imai K, Keele L, Tingley D (2010a) A general approach to causal mediation analysis. Psychol Methods 15(4):309–334
Zurück zum Zitat Imai K, Keele L, Yamamoto T (2010b) Identification, inference and sensitivity analysis for causal mediation effects. Stat Sci 25(1):51–71 Imai K, Keele L, Yamamoto T (2010b) Identification, inference and sensitivity analysis for causal mediation effects. Stat Sci 25(1):51–71
Zurück zum Zitat Jakobsen JC, Gluud C, Wetterslev J, Winkel P (2017) When and how should multiple imputation be used for handling missing data in randomised clinical trials–a practical guide with flowcharts. BMC Med Res Methodol 17(1):162 Jakobsen JC, Gluud C, Wetterslev J, Winkel P (2017) When and how should multiple imputation be used for handling missing data in randomised clinical trials–a practical guide with flowcharts. BMC Med Res Methodol 17(1):162
Zurück zum Zitat Jirapramukpitak T, Darawuttimaprakorn N, Punpuing S, Abas M (2009) Validation and factor structure of the Thai version of the EURO-D scale for depression among older psychiatric patients. Aging Mental Health 13(6):899–904 Jirapramukpitak T, Darawuttimaprakorn N, Punpuing S, Abas M (2009) Validation and factor structure of the Thai version of the EURO-D scale for depression among older psychiatric patients. Aging Mental Health 13(6):899–904
Zurück zum Zitat Kessler RC (2003) Epidemiology of women and depression. J Affect Disord 74(1):5–13 Kessler RC (2003) Epidemiology of women and depression. J Affect Disord 74(1):5–13
Zurück zum Zitat Kohler U, Karlson KB, Holm A (2011) Comparing coefficients of nested nonlinear probability models using khb. Stata J 11(3):420–438 Kohler U, Karlson KB, Holm A (2011) Comparing coefficients of nested nonlinear probability models using khb. Stata J 11(3):420–438
Zurück zum Zitat Landös A, von Arx M, Cheval B, Sieber S, Kliegel M, Gabriel R, Orsholits D, van der Linden BWA, Blane D, Boisgontier MP, Courvoisier DS, Guessous I, Burton-Jeangros C, Cullati S (2019) Childhood socioeconomic circumstances and disability trajectories in older men and women: a European cohort study. Eur J Pub Health 29(1):50–58 Landös A, von Arx M, Cheval B, Sieber S, Kliegel M, Gabriel R, Orsholits D, van der Linden BWA, Blane D, Boisgontier MP, Courvoisier DS, Guessous I, Burton-Jeangros C, Cullati S (2019) Childhood socioeconomic circumstances and disability trajectories in older men and women: a European cohort study. Eur J Pub Health 29(1):50–58
Zurück zum Zitat Le CT (2010) Applied categorical data analysis and translational research, 2nd edn. Wiley, Minneapolis Le CT (2010) Applied categorical data analysis and translational research, 2nd edn. Wiley, Minneapolis
Zurück zum Zitat Lunau T, Bambra C, Eikemo TA, van der Wel KA, Dragano N (2014) A balancing act? Work–life balance, health and well-being in European welfare states. Eur J Pub Health 24(3):422–427 Lunau T, Bambra C, Eikemo TA, van der Wel KA, Dragano N (2014) A balancing act? Work–life balance, health and well-being in European welfare states. Eur J Pub Health 24(3):422–427
Zurück zum Zitat McLean CP, Asnaani A, Litz BT, Hofmann SG (2011) Gender differences in anxiety disorders: prevalence, course of illness, comorbidity and burden of illness. J Psychiatr Res 45(8):1027–1035 McLean CP, Asnaani A, Litz BT, Hofmann SG (2011) Gender differences in anxiety disorders: prevalence, course of illness, comorbidity and burden of illness. J Psychiatr Res 45(8):1027–1035
Zurück zum Zitat Pakpahan E, Hoffmann R, Kröger H (2017a) The long arm of childhood circumstances on health in old age: evidence from SHARELIFE. Adv Life Course Res 31:1–10 Pakpahan E, Hoffmann R, Kröger H (2017a) The long arm of childhood circumstances on health in old age: evidence from SHARELIFE. Adv Life Course Res 31:1–10
Zurück zum Zitat Pakpahan E, Hoffmann R, Kröger H (2017b) Retrospective life course data from European countries on how early life experiences determine health in old age and possible mid-life mediators. Data in Brief 10:277–282 Pakpahan E, Hoffmann R, Kröger H (2017b) Retrospective life course data from European countries on how early life experiences determine health in old age and possible mid-life mediators. Data in Brief 10:277–282
Zurück zum Zitat Popova Y, Kozhevnikova M (2013) Interdependence of HDI and budget redistribution within the Scandinavian and Continental Social Models. Econ Manag 18(3):562–575 Popova Y, Kozhevnikova M (2013) Interdependence of HDI and budget redistribution within the Scandinavian and Continental Social Models. Econ Manag 18(3):562–575
Zurück zum Zitat Pöschl J, Valkova K (2015) Welfare state regimes and social determinants of health in Europe, wiiw Working paper 118 Pöschl J, Valkova K (2015) Welfare state regimes and social determinants of health in Europe, wiiw Working paper 118
Zurück zum Zitat Prince MJ, Reischies F, Beekman AT, Fuhrer R, Jonker C, Kivela SL, Lawlor BA, Lobo A, Magnusson H, Fichter M, van Oyen H, Roelands M, Skoog I, Turrina C, Copeland JR (1999a) Development of the EURO-D scale–a European, Union initiative to compare symptoms of depression in 14 European centres. Br J Psychiatry 174(4):330–338 Prince MJ, Reischies F, Beekman AT, Fuhrer R, Jonker C, Kivela SL, Lawlor BA, Lobo A, Magnusson H, Fichter M, van Oyen H, Roelands M, Skoog I, Turrina C, Copeland JR (1999a) Development of the EURO-D scale–a European, Union initiative to compare symptoms of depression in 14 European centres. Br J Psychiatry 174(4):330–338
Zurück zum Zitat Prince MJ, Beekman ATF, Deeg DJH, Fuhrur R, Jonker C, Kivela SL, Lawlor BA, Lobo A, Magnusson H, Meller I, van Oyen H, Reischies F, Roelands M, Skoog I, Turrina C, Copeland JRM (1999b) Depression symptoms in late life assessed using the EURO-D scale. Effect of age, gender and marital status in 14 European centres. Br J Psychiatry 174(4):339–345 Prince MJ, Beekman ATF, Deeg DJH, Fuhrur R, Jonker C, Kivela SL, Lawlor BA, Lobo A, Magnusson H, Meller I, van Oyen H, Reischies F, Roelands M, Skoog I, Turrina C, Copeland JRM (1999b) Depression symptoms in late life assessed using the EURO-D scale. Effect of age, gender and marital status in 14 European centres. Br J Psychiatry 174(4):339–345
Zurück zum Zitat Rodrigues R, Huber M, Lamura G (2012) Facts and figures on healthy ageing and long-term care. European Centre for Social Welfare Policy and Research, Vienna Rodrigues R, Huber M, Lamura G (2012) Facts and figures on healthy ageing and long-term care. European Centre for Social Welfare Policy and Research, Vienna
Zurück zum Zitat Sieber S, Cheval B, Orsholits D, van der Linden R, Guessous I, Gabriel R, Kliegel M, Aartsen M, Boisgontier M, Courvoisier D, Burton-Jeangros C, Cullati S (2019) Welfare regimes modify the association of disadvantaged adult-life socioeconomic circumstances with self-rated health in old age. Int J Epidemiol 5:5. https://doi.org/10.1093/ije/dyy283 CrossRef Sieber S, Cheval B, Orsholits D, van der Linden R, Guessous I, Gabriel R, Kliegel M, Aartsen M, Boisgontier M, Courvoisier D, Burton-Jeangros C, Cullati S (2019) Welfare regimes modify the association of disadvantaged adult-life socioeconomic circumstances with self-rated health in old age. Int J Epidemiol 5:5. https://​doi.​org/​10.​1093/​ije/​dyy283 CrossRef
Zurück zum Zitat Small DS (2013) Mediation analysis without sequential ignorability: using baseline covariates interacted with random assignment as instrumental variables, eprint arXiv:1109.1070 Small DS (2013) Mediation analysis without sequential ignorability: using baseline covariates interacted with random assignment as instrumental variables, eprint arXiv:​1109.​1070
Zurück zum Zitat Tani Y, Fujiwara T, Kondo N, Noma H, Sasaki Y, Kondo K (2016) Childhood socioeconomic status and onset of depression among Japanese older adults: the JAGES prospective cohort study. Am J Geriatr Psychiatry 24(9):717–726 Tani Y, Fujiwara T, Kondo N, Noma H, Sasaki Y, Kondo K (2016) Childhood socioeconomic status and onset of depression among Japanese older adults: the JAGES prospective cohort study. Am J Geriatr Psychiatry 24(9):717–726
Zurück zum Zitat Van Bergen E, van Zuijen T, Bishop D, de Jong PF (2017) Why are home literacy environment and children’s reading skills associated? What parental skills reveal. Read Res Q 52(2):147–160 Van Bergen E, van Zuijen T, Bishop D, de Jong PF (2017) Why are home literacy environment and children’s reading skills associated? What parental skills reveal. Read Res Q 52(2):147–160
Zurück zum Zitat Verropoulou G, Tsimbos C (2007) Socio-demographic and health-related factors affecting depression of the Greek population in later life: an analysis using SHARE data. Eur J Ageing 4(3):171–181 Verropoulou G, Tsimbos C (2007) Socio-demographic and health-related factors affecting depression of the Greek population in later life: an analysis using SHARE data. Eur J Ageing 4(3):171–181
Zurück zum Zitat Wahrendorf M, Blane D (2015) Does labour market disadvantage help to explain why childhood circumstances are related to quality of life at older ages? Results from SHARE. Aging Mental Health 19(7):584–594 Wahrendorf M, Blane D (2015) Does labour market disadvantage help to explain why childhood circumstances are related to quality of life at older ages? Results from SHARE. Aging Mental Health 19(7):584–594
Zurück zum Zitat Yohannes AM, Doherty P, Bundy C, Yalfani A (2010) The long-term benefits of cardiac rehabilitation on depression, anxiety, physical activity and quality of life. J Clin Nurs 19:2806–2813 Yohannes AM, Doherty P, Bundy C, Yalfani A (2010) The long-term benefits of cardiac rehabilitation on depression, anxiety, physical activity and quality of life. J Clin Nurs 19:2806–2813
Zurück zum Zitat Zimmer Z, Hanson HA, Smith KR (2016) Childhood socioeconomic status, adult socioeconomic status, and old-age health trajectories: connecting early, middle, and late life. Demogr Res 34(10):285–320 Zimmer Z, Hanson HA, Smith KR (2016) Childhood socioeconomic status, adult socioeconomic status, and old-age health trajectories: connecting early, middle, and late life. Demogr Res 34(10):285–320
Metadaten
Titel
Childhood and adulthood circumstances predicting affective suffering and motivation among older adults: a comparative study of European welfare systems
verfasst von
Georgia Verropoulou
Eleni Serafetinidou
Publikationsdatum
12.06.2019
Verlag
Springer Netherlands
Erschienen in
European Journal of Ageing / Ausgabe 4/2019
Print ISSN: 1613-9372
Elektronische ISSN: 1613-9380
DOI
https://doi.org/10.1007/s10433-019-00518-w

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