Skip to main content
Top
Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

Socioeconomic position across the lifecourse & allostatic load: data from the West of Scotland Twenty-07 cohort study

Authors: Tony Robertson, Frank Popham, Michaela Benzeval

Published in: BMC Public Health | Issue 1/2014

Login to get access

Abstract

Background

We examined how socioeconomic position (SEP) across the lifecourse (three critical periods, social mobility and accumulated over time) is associated with allostatic load (a measure of cumulative physiological burden).

Methods

Data are from the West of Scotland Twenty-07 Study, with respondents aged 35 (n = 740), 55 (n = 817) and 75 (n = 483). SEP measures representing childhood, the transition to adulthood and adulthood SEP were used. Allostatic load was produced by summing nine binary biomarker scores (1 = in the highest-risk quartile). Linear regressions were used for each of the lifecourse models; with model fits compared using partial F-tests.

Results

For those aged 35 and 55, higher SEP was associated with lower allostatic load (no association in the 75-year-olds). The accumulation model (more time spent with higher SEP) had the best model fit in those aged 35 (b = −0.50, 95%CI = −0.68, −0.32, P = 0.002) and 55 (b = −0.31, 95%CI = −0.49, −0.12, P < 0.001). However, the relative contributions of each life-stage differed, with adulthood SEP less strongly associated with allostatic load.

Conclusions

Long-term, accumulated higher SEP has been shown to be associated with lower allostatic load (less physiological burden). However, the transition to adulthood may represent a particularly sensitive period for SEP to impact on allostatic load.
Appendix
Available only for authorised users
Literature
1.
go back to reference Power C, Matthews S, Manor O: Inequalities in self-rated health: explanations from different stages of life. Lancet. 1998, 351 (9108): 1009-1014. 10.1016/S0140-6736(97)11082-0.CrossRefPubMed Power C, Matthews S, Manor O: Inequalities in self-rated health: explanations from different stages of life. Lancet. 1998, 351 (9108): 1009-1014. 10.1016/S0140-6736(97)11082-0.CrossRefPubMed
2.
go back to reference Singh-Manoux A, Ferrie JE, Chandola T, Marmot M: Socioeconomic trajectories across the life course and health outcomes in midlife: evidence for the accumulation hypothesis?. Int J Epidemiol. 2004, 33 (5): 1072-1079. 10.1093/ije/dyh224.CrossRefPubMed Singh-Manoux A, Ferrie JE, Chandola T, Marmot M: Socioeconomic trajectories across the life course and health outcomes in midlife: evidence for the accumulation hypothesis?. Int J Epidemiol. 2004, 33 (5): 1072-1079. 10.1093/ije/dyh224.CrossRefPubMed
3.
go back to reference Smith GD, Hart C, Blane D, Gillis C, Hawthorne V: Lifetime socioeconomic position and mortality: prospective observational study. BMJ. 1997, 314 (7080): 547-552. 10.1136/bmj.314.7080.547.CrossRefPubMedPubMedCentral Smith GD, Hart C, Blane D, Gillis C, Hawthorne V: Lifetime socioeconomic position and mortality: prospective observational study. BMJ. 1997, 314 (7080): 547-552. 10.1136/bmj.314.7080.547.CrossRefPubMedPubMedCentral
4.
go back to reference Adams JM, White M: Biological ageing: a fundamental, biological link between socio-economic status and health?. Eur J Public Health. 2004, 14 (3): 331-334. 10.1093/eurpub/14.3.331.CrossRefPubMed Adams JM, White M: Biological ageing: a fundamental, biological link between socio-economic status and health?. Eur J Public Health. 2004, 14 (3): 331-334. 10.1093/eurpub/14.3.331.CrossRefPubMed
5.
go back to reference Gruenewald TL, Karlamangla AS, Hu P, Stein-Merkin S, Crandall C, Koretz B, Seeman TE: History of socioeconomic disadvantage and allostatic load in later life. Soc Sci Med. 2012, 74 (1): 75-83. 10.1016/j.socscimed.2011.09.037.CrossRefPubMed Gruenewald TL, Karlamangla AS, Hu P, Stein-Merkin S, Crandall C, Koretz B, Seeman TE: History of socioeconomic disadvantage and allostatic load in later life. Soc Sci Med. 2012, 74 (1): 75-83. 10.1016/j.socscimed.2011.09.037.CrossRefPubMed
6.
go back to reference McEwen BS: Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998, 840: 33-44. 10.1111/j.1749-6632.1998.tb09546.x.CrossRefPubMed McEwen BS: Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998, 840: 33-44. 10.1111/j.1749-6632.1998.tb09546.x.CrossRefPubMed
7.
go back to reference Seeman TE, Singer BH, Rowe JW, Horwitz RI, McEwen BS: Price of adaptation–allostatic load and its health consequences. MacArthur studies of successful aging. Arch Intern Med. 1997, 157 (19): 2259-2268. 10.1001/archinte.1997.00440400111013.CrossRefPubMed Seeman TE, Singer BH, Rowe JW, Horwitz RI, McEwen BS: Price of adaptation–allostatic load and its health consequences. MacArthur studies of successful aging. Arch Intern Med. 1997, 157 (19): 2259-2268. 10.1001/archinte.1997.00440400111013.CrossRefPubMed
8.
go back to reference Gruenewald TL, Seeman TE, Karlamangla AS, Sarkisian CA: Allostatic load and frailty in older adults. J Am Geriatr Soc. 2009, 57 (9): 1525-1531. 10.1111/j.1532-5415.2009.02389.x.CrossRefPubMedPubMedCentral Gruenewald TL, Seeman TE, Karlamangla AS, Sarkisian CA: Allostatic load and frailty in older adults. J Am Geriatr Soc. 2009, 57 (9): 1525-1531. 10.1111/j.1532-5415.2009.02389.x.CrossRefPubMedPubMedCentral
9.
go back to reference Karlamangla AS, Singer BH, Seeman TE: Reduction in allostatic load in older adults is associated with lower all-cause mortality risk: MacArthur studies of successful aging. Psychosom Med. 2006, 68 (3): 500-507. 10.1097/01.psy.0000221270.93985.82.CrossRefPubMed Karlamangla AS, Singer BH, Seeman TE: Reduction in allostatic load in older adults is associated with lower all-cause mortality risk: MacArthur studies of successful aging. Psychosom Med. 2006, 68 (3): 500-507. 10.1097/01.psy.0000221270.93985.82.CrossRefPubMed
10.
go back to reference Sabbah W, Watt RG, Sheiham A, Tsakos G: Effects of allostatic load on the social gradient in ischaemic heart disease and periodontal disease: evidence from the Third National Health and Nutrition Examination Survey. J Epidemiol Community Health. 2008, 62 (5): 415-420. 10.1136/jech.2007.064188.CrossRefPubMed Sabbah W, Watt RG, Sheiham A, Tsakos G: Effects of allostatic load on the social gradient in ischaemic heart disease and periodontal disease: evidence from the Third National Health and Nutrition Examination Survey. J Epidemiol Community Health. 2008, 62 (5): 415-420. 10.1136/jech.2007.064188.CrossRefPubMed
11.
go back to reference Seeman TE, Crimmins E, Huang MH, Singer B, Bucur A, Gruenewald T, Berkman LF, Reuben DB: Cumulative biological risk and socio-economic differences in mortality: MacArthur studies of successful aging. Soc Sci Med. 2004, 58 (10): 1985-1997. 10.1016/S0277-9536(03)00402-7.CrossRefPubMed Seeman TE, Crimmins E, Huang MH, Singer B, Bucur A, Gruenewald T, Berkman LF, Reuben DB: Cumulative biological risk and socio-economic differences in mortality: MacArthur studies of successful aging. Soc Sci Med. 2004, 58 (10): 1985-1997. 10.1016/S0277-9536(03)00402-7.CrossRefPubMed
12.
go back to reference Kuh D, Ben-Shlomo Y: A Life Course Approach to Chronic Disease Epidemiology. 1997, Oxford, New York: Oxford University Press Kuh D, Ben-Shlomo Y: A Life Course Approach to Chronic Disease Epidemiology. 1997, Oxford, New York: Oxford University Press
13.
go back to reference Crimmins EM, Kim JK, Seeman TE: Poverty and biological risk: the earlier “aging” of the poor. J Gerontol A Biol Sci Med Sci. 2009, 64 (2): 286-292.CrossRefPubMed Crimmins EM, Kim JK, Seeman TE: Poverty and biological risk: the earlier “aging” of the poor. J Gerontol A Biol Sci Med Sci. 2009, 64 (2): 286-292.CrossRefPubMed
14.
go back to reference Geronimus AT, Hicken M, Keene D, Bound J: “Weathering” and age patterns of allostatic load scores among blacks and whites in the United States. Am J Public Health. 2006, 96 (5): 826-833. 10.2105/AJPH.2004.060749.CrossRefPubMedPubMedCentral Geronimus AT, Hicken M, Keene D, Bound J: “Weathering” and age patterns of allostatic load scores among blacks and whites in the United States. Am J Public Health. 2006, 96 (5): 826-833. 10.2105/AJPH.2004.060749.CrossRefPubMedPubMedCentral
15.
go back to reference Hawkley LC, Lavelle LA, Berntson GG, Cacioppo JT: Mediators of the relationship between socioeconomic status and allostatic load in the Chicago Health, Aging, and Social Relations Study (CHASRS). Psychophysiology. 2011, 48 (8): 1134-1145. 10.1111/j.1469-8986.2011.01185.x.CrossRefPubMedPubMedCentral Hawkley LC, Lavelle LA, Berntson GG, Cacioppo JT: Mediators of the relationship between socioeconomic status and allostatic load in the Chicago Health, Aging, and Social Relations Study (CHASRS). Psychophysiology. 2011, 48 (8): 1134-1145. 10.1111/j.1469-8986.2011.01185.x.CrossRefPubMedPubMedCentral
16.
go back to reference Ben-Shlomo Y, Kuh D: A life course approach to chronic disease epidemiology: conceptual models, empirical challenges and interdisciplinary perspectives. Int J Epidemiol. 2002, 31 (2): 285-293.CrossRefPubMed Ben-Shlomo Y, Kuh D: A life course approach to chronic disease epidemiology: conceptual models, empirical challenges and interdisciplinary perspectives. Int J Epidemiol. 2002, 31 (2): 285-293.CrossRefPubMed
17.
go back to reference Cohen S, Janicki-Deverts D, Chen E, Matthews KA: Childhood socioeconomic status and adult health. Ann N Y Acad Sci. 2010, 1186: 37-55. 10.1111/j.1749-6632.2009.05334.x.CrossRefPubMed Cohen S, Janicki-Deverts D, Chen E, Matthews KA: Childhood socioeconomic status and adult health. Ann N Y Acad Sci. 2010, 1186: 37-55. 10.1111/j.1749-6632.2009.05334.x.CrossRefPubMed
18.
go back to reference Gustafsson PE, Janlert U, Theorell T, Westerlund H, Hammarstrom A: Socioeconomic status over the life course and allostatic load in adulthood: results from the Northern Swedish Cohort. J Epidemiol Community Health. 2011, 65 (11): 986-992. 10.1136/jech.2010.108332.CrossRefPubMed Gustafsson PE, Janlert U, Theorell T, Westerlund H, Hammarstrom A: Socioeconomic status over the life course and allostatic load in adulthood: results from the Northern Swedish Cohort. J Epidemiol Community Health. 2011, 65 (11): 986-992. 10.1136/jech.2010.108332.CrossRefPubMed
19.
go back to reference Der G: A comparison of the West of Scotland Twenty-07 Study sample and the 1991 census SARs. Working Paper 60. 1998, Glasgow, UK: MRC Social and Public Health Sciences Unit Der G: A comparison of the West of Scotland Twenty-07 Study sample and the 1991 census SARs. Working Paper 60. 1998, Glasgow, UK: MRC Social and Public Health Sciences Unit
20.
go back to reference Benzeval M, Der G, Ellaway A, Hunt K, Sweeting H, West P, Macintyre S: Cohort profile: west of Scotland twenty-07 study: health in the community. Int J Epidemiol. 2009, 38 (5): 1215-1223. 10.1093/ije/dyn213.CrossRefPubMed Benzeval M, Der G, Ellaway A, Hunt K, Sweeting H, West P, Macintyre S: Cohort profile: west of Scotland twenty-07 study: health in the community. Int J Epidemiol. 2009, 38 (5): 1215-1223. 10.1093/ije/dyn213.CrossRefPubMed
21.
go back to reference Benzeval M, Green MJ, Leyland AH: Do social inequalities in health widen or converge with age? Longitudinal evidence from three cohorts in the West of Scotland. BMC Public Health. 2011, 11: 947-10.1186/1471-2458-11-947.CrossRefPubMedPubMedCentral Benzeval M, Green MJ, Leyland AH: Do social inequalities in health widen or converge with age? Longitudinal evidence from three cohorts in the West of Scotland. BMC Public Health. 2011, 11: 947-10.1186/1471-2458-11-947.CrossRefPubMedPubMedCentral
22.
go back to reference Seeman T, Merkin SS, Crimmins E, Koretz B, Charette S, Karlamangla A: Education, income and ethnic differences in cumulative biological risk profiles in a national sample of US adults: NHANES III (1988–1994). Soc Sci Med. 2008, 66 (1): 72-87. 10.1016/j.socscimed.2007.08.027.CrossRefPubMed Seeman T, Merkin SS, Crimmins E, Koretz B, Charette S, Karlamangla A: Education, income and ethnic differences in cumulative biological risk profiles in a national sample of US adults: NHANES III (1988–1994). Soc Sci Med. 2008, 66 (1): 72-87. 10.1016/j.socscimed.2007.08.027.CrossRefPubMed
23.
go back to reference Bird CE, Seeman T, Escarce JJ, Basurto-Davila R, Finch BK, Dubowitz T, Heron M, Hale L, Merkin SS, Weden M, Lurie N: Neighbourhood socioeconomic status and biological ‘wear and tear’ in a nationally representative sample of US adults. J Epidemiol Community Health. 2010, 64 (10): 860-865. 10.1136/jech.2008.084814.CrossRefPubMed Bird CE, Seeman T, Escarce JJ, Basurto-Davila R, Finch BK, Dubowitz T, Heron M, Hale L, Merkin SS, Weden M, Lurie N: Neighbourhood socioeconomic status and biological ‘wear and tear’ in a nationally representative sample of US adults. J Epidemiol Community Health. 2010, 64 (10): 860-865. 10.1136/jech.2008.084814.CrossRefPubMed
24.
go back to reference Law MR, Wald NJ, Morris JK, Jordan RE: Value of low dose combination treatment with blood pressure lowering drugs: analysis of 354 randomised trials. BMJ. 2003, 326 (7404): 1427-10.1136/bmj.326.7404.1427.CrossRefPubMedPubMedCentral Law MR, Wald NJ, Morris JK, Jordan RE: Value of low dose combination treatment with blood pressure lowering drugs: analysis of 354 randomised trials. BMJ. 2003, 326 (7404): 1427-10.1136/bmj.326.7404.1427.CrossRefPubMedPubMedCentral
26.
go back to reference Law MR, Wald NJ, Rudnicka AR: Quantifying effect of statins on low density lipoprotein cholesterol, ischaemic heart disease, and stroke: systematic review and meta-analysis. BMJ. 2003, 326 (7404): 1423-10.1136/bmj.326.7404.1423.CrossRefPubMedPubMedCentral Law MR, Wald NJ, Rudnicka AR: Quantifying effect of statins on low density lipoprotein cholesterol, ischaemic heart disease, and stroke: systematic review and meta-analysis. BMJ. 2003, 326 (7404): 1423-10.1136/bmj.326.7404.1423.CrossRefPubMedPubMedCentral
27.
go back to reference Weir MR, Moser M: Diuretics and beta-blockers: is there a risk for dyslipidemia?. Am Heart J. 2000, 139 (1 Pt 1): 174-183.CrossRefPubMed Weir MR, Moser M: Diuretics and beta-blockers: is there a risk for dyslipidemia?. Am Heart J. 2000, 139 (1 Pt 1): 174-183.CrossRefPubMed
28.
go back to reference Juster RP, McEwen BS, Lupien SJ: Allostatic load biomarkers of chronic stress and impact on health and cognition. Neurosci Biobehav Rev. 2010, 35 (1): 2-16. 10.1016/j.neubiorev.2009.10.002.CrossRefPubMed Juster RP, McEwen BS, Lupien SJ: Allostatic load biomarkers of chronic stress and impact on health and cognition. Neurosci Biobehav Rev. 2010, 35 (1): 2-16. 10.1016/j.neubiorev.2009.10.002.CrossRefPubMed
29.
go back to reference OPCS: Classification of Occupations 1980. 1980, London: HMSO OPCS: Classification of Occupations 1980. 1980, London: HMSO
30.
go back to reference Mishra G, Nitsch D, Black S, De Stavola B, Kuh D, Hardy R: A structured approach to modelling the effects of binary exposure variables over the life course. Int J Epidemiol. 2009, 38 (2): 528-537. 10.1093/ije/dyn229.CrossRefPubMed Mishra G, Nitsch D, Black S, De Stavola B, Kuh D, Hardy R: A structured approach to modelling the effects of binary exposure variables over the life course. Int J Epidemiol. 2009, 38 (2): 528-537. 10.1093/ije/dyn229.CrossRefPubMed
31.
go back to reference Seaman S, Benzeval M: The West of Scotland Twenty-07 Study: Inverse Probability Weights for Wave 5. 2011, Glasgow: MRC/CSO Social and Public Health Sciences Unit Working Paper 27 Seaman S, Benzeval M: The West of Scotland Twenty-07 Study: Inverse Probability Weights for Wave 5. 2011, Glasgow: MRC/CSO Social and Public Health Sciences Unit Working Paper 27
32.
go back to reference Murray ET, Mishra GD, Kuh D, Guralnik J, Black S, Hardy R: Life course models of socioeconomic position and cardiovascular risk factors: 1946 birth cohort. Ann Epidemiol. 2011, 21 (8): 589-597. 10.1016/j.annepidem.2011.04.005.CrossRefPubMedPubMedCentral Murray ET, Mishra GD, Kuh D, Guralnik J, Black S, Hardy R: Life course models of socioeconomic position and cardiovascular risk factors: 1946 birth cohort. Ann Epidemiol. 2011, 21 (8): 589-597. 10.1016/j.annepidem.2011.04.005.CrossRefPubMedPubMedCentral
33.
go back to reference Gustafsson PE, Janlert U, Theorell T, Westerlund H, Hammarstrom A: Social and material adversity from adolescence to adulthood and allostatic load in middle-aged women and men: results from the Northern Swedish Cohort. Ann Behav Med. 2012, 43 (1): 117-128. 10.1007/s12160-011-9309-6.CrossRefPubMed Gustafsson PE, Janlert U, Theorell T, Westerlund H, Hammarstrom A: Social and material adversity from adolescence to adulthood and allostatic load in middle-aged women and men: results from the Northern Swedish Cohort. Ann Behav Med. 2012, 43 (1): 117-128. 10.1007/s12160-011-9309-6.CrossRefPubMed
34.
go back to reference Lynch SM: Cohort and life-course patterns in the relationship between education and health: a hierarchical approach. Demography. 2003, 40 (2): 309-331. 10.1353/dem.2003.0016.CrossRefPubMed Lynch SM: Cohort and life-course patterns in the relationship between education and health: a hierarchical approach. Demography. 2003, 40 (2): 309-331. 10.1353/dem.2003.0016.CrossRefPubMed
Metadata
Title
Socioeconomic position across the lifecourse & allostatic load: data from the West of Scotland Twenty-07 cohort study
Authors
Tony Robertson
Frank Popham
Michaela Benzeval
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-184

Other articles of this Issue 1/2014

BMC Public Health 1/2014 Go to the issue