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Erschienen in: International Journal of Public Health 4/2013

01.08.2013 | Original Article

Income and individual deprivation as predictors of health over time

verfasst von: Fiona Imlach Gunasekara, Kristie N. Carter, Peter Crampton, Tony Blakely

Erschienen in: International Journal of Public Health | Ausgabe 4/2013

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Abstract

Objectives

Poverty, often defined as a lack of resources to achieve a living standard that is deemed acceptable by society, may be assessed using level of income or a measure of individual deprivation. However, the relationship between low income and deprivation is complex—for example, not everyone who has low income is deprived (and vice versa). In addition, longitudinal studies show only a small relationship between short-term changes in income and health but an alternative measure of poverty, such as deprivation, may have a stronger association with health over time. We aim to compare low income and individual deprivation as predictors of self-rated health (SRH), using longitudinal survey data, to test the hypothesis that different measures of poverty may have different associations with health.

Methods

We used three waves from the longitudinal Survey of Family, Income and Employment and fixed-effect linear regression models to compare low income (<50% median income at each wave) and deprivation (reporting three or more items from the New Zealand individual deprivation index) as predictors of SRH (coded 1–5; SD 1.1–1.2). We also compared the impact of duration of low income and deprivation on SRH using mixed linear models.

Results

In the fixed-effect models, moving into deprivation between waves was associated with a larger decline in SRH compared to moving into low income, which persisted in models including both low income and deprivation. Similar findings were observed for duration of low income and deprivation in mixed models.

Conclusions

Moving into high levels of individual deprivation is a stronger predictor of changes in SRH than moving into low income. When investigating the association of hardship poverty with health, using alternative measures, in addition to income, is advisable.
Literatur
Zurück zum Zitat Allison PD (2005) Fixed effects regression analysis for longitudinal data using SAS. SAS Institute Inc, Cary, NC Allison PD (2005) Fixed effects regression analysis for longitudinal data using SAS. SAS Institute Inc, Cary, NC
Zurück zum Zitat Apouey B, Clark AE (2009) Winning big but feeling no better? The effect of lottery prizes on physical and mental health. PSE Working Paper 09. Paris School of Economics (Ecole normale supérieure), Paris Apouey B, Clark AE (2009) Winning big but feeling no better? The effect of lottery prizes on physical and mental health. PSE Working Paper 09. Paris School of Economics (Ecole normale supérieure), Paris
Zurück zum Zitat Benzeval M, Judge K (2001) Income and health: the time dimension. Soc Sci Med 52(9):1371–1390PubMedCrossRef Benzeval M, Judge K (2001) Income and health: the time dimension. Soc Sci Med 52(9):1371–1390PubMedCrossRef
Zurück zum Zitat Bound J, Brown C, Mathiowetz N (2001) Measurement error in survey data. In: Heckman J, Leamer EE (eds) Handbook of econometrics, vol 5. Elsevier, Amsterdam, pp 3705–3843 Bound J, Brown C, Mathiowetz N (2001) Measurement error in survey data. In: Heckman J, Leamer EE (eds) Handbook of econometrics, vol 5. Elsevier, Amsterdam, pp 3705–3843
Zurück zum Zitat Buddelmeyer H, Cai L (2009) Interrelated dynamics of health and poverty in Australia. Discussion Paper Series. IZA DP No. 4602, Institute for the Study of Labor, Bonn Buddelmeyer H, Cai L (2009) Interrelated dynamics of health and poverty in Australia. Discussion Paper Series. IZA DP No. 4602, Institute for the Study of Labor, Bonn
Zurück zum Zitat Butterworth P, Rodgers B, Windsor TD (2009) Financial hardship, socio-economic position and depression: results from the PATH Through Life Survey. Soc Sci Med 69(2):229–237PubMedCrossRef Butterworth P, Rodgers B, Windsor TD (2009) Financial hardship, socio-economic position and depression: results from the PATH Through Life Survey. Soc Sci Med 69(2):229–237PubMedCrossRef
Zurück zum Zitat Carter KN, Cronin M, Blakely T, Hayward M, Richardson K (2010) Cohort Profile: Survey of Families, Income and Employment (SoFIE) and Health Extension (SoFIE-Health). Int J Epidemiol 39(3):653–659PubMedCrossRef Carter KN, Cronin M, Blakely T, Hayward M, Richardson K (2010) Cohort Profile: Survey of Families, Income and Employment (SoFIE) and Health Extension (SoFIE-Health). Int J Epidemiol 39(3):653–659PubMedCrossRef
Zurück zum Zitat Case A, Fertig A, Paxson C (2005) The lasting impact of childhood health and circumstance. J Health Econ 24(2):365–389PubMedCrossRef Case A, Fertig A, Paxson C (2005) The lasting impact of childhood health and circumstance. J Health Econ 24(2):365–389PubMedCrossRef
Zurück zum Zitat Costello EJ, Compton SN, Keeler G, Angold A (2003) Relationships between poverty and psychopathology: a natural experiment. JAMA 290(15):2023–2029PubMedCrossRef Costello EJ, Compton SN, Keeler G, Angold A (2003) Relationships between poverty and psychopathology: a natural experiment. JAMA 290(15):2023–2029PubMedCrossRef
Zurück zum Zitat de Castro A, Gee G, Takeuchi D (2010) Examining alternative measures of social disadvantage among Asian Americans: the relevance of economic opportunity, subjective social status, and financial strain for health. J Immigr Minor Health 12(5):659–671. doi:10.1007/s10903-009-9258-3 PubMedCrossRef de Castro A, Gee G, Takeuchi D (2010) Examining alternative measures of social disadvantage among Asian Americans: the relevance of economic opportunity, subjective social status, and financial strain for health. J Immigr Minor Health 12(5):659–671. doi:10.​1007/​s10903-009-9258-3 PubMedCrossRef
Zurück zum Zitat Every Child Counts (2010) Eradicating child poverty in New Zealand. Every Child Counts, Wellington Every Child Counts (2010) Eradicating child poverty in New Zealand. Every Child Counts, Wellington
Zurück zum Zitat Galobardes B, Lynch JW, Smith GD (2008) Is the association between childhood socioeconomic circumstances and cause-specific mortality established? Update of a systematic review. J Epidemiol Community Health 62(5):387–390. doi:10.1136/jech.2007.065508 PubMedCrossRef Galobardes B, Lynch JW, Smith GD (2008) Is the association between childhood socioeconomic circumstances and cause-specific mortality established? Update of a systematic review. J Epidemiol Community Health 62(5):387–390. doi:10.​1136/​jech.​2007.​065508 PubMedCrossRef
Zurück zum Zitat Georgiades A, Janszky I, Blom M, Laszlo KD, Ahnve S (2009) Financial strain predicts recurrent events among women with coronary artery disease. Int J Cardiol 135(2):175–183. doi:18619689 PubMedCrossRef Georgiades A, Janszky I, Blom M, Laszlo KD, Ahnve S (2009) Financial strain predicts recurrent events among women with coronary artery disease. Int J Cardiol 135(2):175–183. doi:18619689 PubMedCrossRef
Zurück zum Zitat Gottschalk P, Huynh M (2010) Are earnings inequality and mobility overstated? The impact of nonclassical measurement error. Rev Econ Stat 92(2):302–315CrossRef Gottschalk P, Huynh M (2010) Are earnings inequality and mobility overstated? The impact of nonclassical measurement error. Rev Econ Stat 92(2):302–315CrossRef
Zurück zum Zitat Groffen DAI, Bosma H, van den Akker M, Kempen G, van Eijk JTM (2008) Material deprivation and health-related dysfunction in older Dutch people: findings from the SMILE study. Eur J Public Health 18(3):258–263PubMedCrossRef Groffen DAI, Bosma H, van den Akker M, Kempen G, van Eijk JTM (2008) Material deprivation and health-related dysfunction in older Dutch people: findings from the SMILE study. Eur J Public Health 18(3):258–263PubMedCrossRef
Zurück zum Zitat Imlach Gunasekara F, Carter K, Liu I, Richardson K, Blakely T (2011b) The relationship between income and health using longitudinal data from New Zealand. J Epidemiol Community Health. doi:10.1136/jech.2010.125021 PubMed Imlach Gunasekara F, Carter K, Liu I, Richardson K, Blakely T (2011b) The relationship between income and health using longitudinal data from New Zealand. J Epidemiol Community Health. doi:10.​1136/​jech.​2010.​125021 PubMed
Zurück zum Zitat Jensen J (1988) Income equivalences and the estimation of family expenditures on children. Department of Social Welfare, Wellington Jensen J (1988) Income equivalences and the estimation of family expenditures on children. Department of Social Welfare, Wellington
Zurück zum Zitat Jones AM, Wildman J (2008) Health, income and relative deprivation: evidence from the BHPS. J Health Econ 27(2):308–324PubMedCrossRef Jones AM, Wildman J (2008) Health, income and relative deprivation: evidence from the BHPS. J Health Econ 27(2):308–324PubMedCrossRef
Zurück zum Zitat Krieger N (2001) A glossary for social epidemiology. J Epidemiol Community Health 55(10):693–700PubMedCrossRef Krieger N (2001) A glossary for social epidemiology. J Epidemiol Community Health 55(10):693–700PubMedCrossRef
Zurück zum Zitat Kuh D, Ben-Shlomo Y (2004) A life-course approach to chronic disease epidemiology, 2nd edn. Oxford University Press, OxfordCrossRef Kuh D, Ben-Shlomo Y (2004) A life-course approach to chronic disease epidemiology, 2nd edn. Oxford University Press, OxfordCrossRef
Zurück zum Zitat Lindahl M (2005) Estimating the effect of income on health and mortality using lottery prizes as an exogenous source of variation in income. J Hum Resour 40(1):144–168. doi:10.3368/jhr.XL.1.144 Lindahl M (2005) Estimating the effect of income on health and mortality using lottery prizes as an exogenous source of variation in income. J Hum Resour 40(1):144–168. doi:10.​3368/​jhr.​XL.​1.​144
Zurück zum Zitat Lorant V, Croux C, Weich S, Deliege D, Mackenbach J, Ansseau M (2007) Depression and socio-economic risk factors: 7-year longitudinal population study. Br J Psychiatry 190:293–298PubMedCrossRef Lorant V, Croux C, Weich S, Deliege D, Mackenbach J, Ansseau M (2007) Depression and socio-economic risk factors: 7-year longitudinal population study. Br J Psychiatry 190:293–298PubMedCrossRef
Zurück zum Zitat Perry B (2002) The mismatch between income measures and direct outcome measures of poverty. Soc Policy J N Z 19:101–127 Perry B (2002) The mismatch between income measures and direct outcome measures of poverty. Soc Policy J N Z 19:101–127
Zurück zum Zitat Perry B (2011) Household incomes in New Zealand: trends in indicators of inequality and hardship 1982 to 2010. Ministry of Social Development, Wellington Perry B (2011) Household incomes in New Zealand: trends in indicators of inequality and hardship 1982 to 2010. Ministry of Social Development, Wellington
Zurück zum Zitat Pfoertner T-K, Andres H-J, Janssen C (2011) Income or living standard and health in Germany: different ways of measurement of relative poverty with regard to self-rated health. Int J Public Health 56:373–384PubMedCrossRef Pfoertner T-K, Andres H-J, Janssen C (2011) Income or living standard and health in Germany: different ways of measurement of relative poverty with regard to self-rated health. Int J Public Health 56:373–384PubMedCrossRef
Zurück zum Zitat Pischke J-S (1995) Measurement error and earnings dynamics: some estimates from the PSID Validation Study. J Bus Econ Stat 13(3):305–314 Pischke J-S (1995) Measurement error and earnings dynamics: some estimates from the PSID Validation Study. J Bus Econ Stat 13(3):305–314
Zurück zum Zitat Poulton R, Caspi A, Milne BJ, Thomson WM, Taylor A, Sears MR, Moffitt TE (2002) Association between children’s experience of socioeconomic disadvantage and adult health: a life-course study. Lancet 360(9346):1640–1645PubMedCrossRef Poulton R, Caspi A, Milne BJ, Thomson WM, Taylor A, Sears MR, Moffitt TE (2002) Association between children’s experience of socioeconomic disadvantage and adult health: a life-course study. Lancet 360(9346):1640–1645PubMedCrossRef
Zurück zum Zitat Ringen S (1988) Direct and indirect measures of poverty. J Soc Policy 17(3):351–365CrossRef Ringen S (1988) Direct and indirect measures of poverty. J Soc Policy 17(3):351–365CrossRef
Zurück zum Zitat Sacker A, Wiggins R, Bartley M, McDonough P (2007) Self-rated health trajectories in the United States and the United Kingdom: a comparative study. Am J Public Health 97(5):812–818PubMedCrossRef Sacker A, Wiggins R, Bartley M, McDonough P (2007) Self-rated health trajectories in the United States and the United Kingdom: a comparative study. Am J Public Health 97(5):812–818PubMedCrossRef
Zurück zum Zitat Schmeiser MD (2009) Expanding wallets and waistlines: the impact of family income on the BMI of women and men eligible for the earned income tax credit. Health Econ 18(11):1277–1294PubMedCrossRef Schmeiser MD (2009) Expanding wallets and waistlines: the impact of family income on the BMI of women and men eligible for the earned income tax credit. Health Econ 18(11):1277–1294PubMedCrossRef
Zurück zum Zitat Schulz AJ, Israel BA, Zenk SN, Parker EA, Lichtenstein R, Shellman-Weir S, Klem AB (2006) Psychosocial stress and social support as mediators of relationships between income, length of residence and depressive symptoms among African American women on Detroit’s eastside. Soc Sci Med 62(2):510–522. doi:10.1016/j.socscimed.2005.06.028 PubMedCrossRef Schulz AJ, Israel BA, Zenk SN, Parker EA, Lichtenstein R, Shellman-Weir S, Klem AB (2006) Psychosocial stress and social support as mediators of relationships between income, length of residence and depressive symptoms among African American women on Detroit’s eastside. Soc Sci Med 62(2):510–522. doi:10.​1016/​j.​socscimed.​2005.​06.​028 PubMedCrossRef
Zurück zum Zitat Spicker P, Alvarez Leguizamón S, Gordon D (2006) Poverty: an international glossary, 2nd edn. Zed Books, London Spicker P, Alvarez Leguizamón S, Gordon D (2006) Poverty: an international glossary, 2nd edn. Zed Books, London
Zurück zum Zitat Stillman A, Gibson J, McKenzie D (2012) The impact of immigration on child health: experimental evidence from a migration lottery program. Econ Inq 50(1):62–81 Stillman A, Gibson J, McKenzie D (2012) The impact of immigration on child health: experimental evidence from a migration lottery program. Econ Inq 50(1):62–81
Zurück zum Zitat Townsend P (1979) Poverty in the United Kingdom. Allen Lane and Penguin Books, London Townsend P (1979) Poverty in the United Kingdom. Allen Lane and Penguin Books, London
Zurück zum Zitat Tubeuf S, Jusot F, Bricard D (2012) Mediating role of education and lifestyles in the relationship between early-life conditions and health: evidence from the 1958 British Cohort. Health Econ 21:129–150. doi:10.1002/hec.2815 PubMedCrossRef Tubeuf S, Jusot F, Bricard D (2012) Mediating role of education and lifestyles in the relationship between early-life conditions and health: evidence from the 1958 British Cohort. Health Econ 21:129–150. doi:10.​1002/​hec.​2815 PubMedCrossRef
Zurück zum Zitat United Nations Development Programme (2010) Human Development Report 2010. United Nations Development Programme, New York United Nations Development Programme (2010) Human Development Report 2010. United Nations Development Programme, New York
Zurück zum Zitat Whelan CT, Layte R, Maitre B (2003) Persistent income poverty and deprivation in the European Union: an analysis of the first three waves of the European Community Household Panel. J Soc Policy 32(1):1–18CrossRef Whelan CT, Layte R, Maitre B (2003) Persistent income poverty and deprivation in the European Union: an analysis of the first three waves of the European Community Household Panel. J Soc Policy 32(1):1–18CrossRef
Zurück zum Zitat Wooldridge JM (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge, MA Wooldridge JM (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge, MA
Metadaten
Titel
Income and individual deprivation as predictors of health over time
verfasst von
Fiona Imlach Gunasekara
Kristie N. Carter
Peter Crampton
Tony Blakely
Publikationsdatum
01.08.2013
Verlag
Springer Basel
Erschienen in
International Journal of Public Health / Ausgabe 4/2013
Print ISSN: 1661-8556
Elektronische ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-013-0450-9

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