Skip to main content
Top
Published in: BMC Public Health 1/2016

Open Access 01-12-2015 | Research article

The importance of age, sex and place in understanding socioeconomic inequalities in allostatic load: Evidence from the Scottish Health Survey (2008–2011)

Authors: Tony Robertson, Eleanor Watts

Published in: BMC Public Health | Issue 1/2016

Login to get access

Abstract

Background

Given the broad spectrum of health and wellbeing outcomes that are patterned by socioeconomic position (SEP), it has been suggested that there may be common biological pathways linking SEP and health. Allostatic load is one such pathway, which aims to measure cumulative burden/dysregulation across multiple physiological systems. This study aimed to determine the contextual and demographic factors (age, sex and place) that may be important in better understanding the links between lower SEP and higher allostatic load.

Methods

Data were from a nationally representative sample of adults (18+): the Scottish Health Survey (2008–2011). Higher SEP (‘1’) was defined as having ‘Higher’-level, secondary school qualifications versus having lower level or no qualifications (‘0’). For allostatic load, a range of 10 biomarkers across the cardiovascular, metabolic and immune systems were used. Respondents were scored “1” for each biomarker that fell into the highest quartile of risk. Linear regressions were run in STATA, including SEP, age (continuous and as a 7-category variable), sex (male/female), urbanity (a 5-category variable ranging from primary cities to remote rural areas) and geographical location (based on 10 area-level healthboards). Interactions between SEP and each predictor, as well as stratified analyses, were tested.

Results

Lower SEP was associated with higher allostatic load even after adjusting for age, sex and place (b = −0.631, 95 % CI −0.795, −0.389, p < 0.001). There was no significant effect moderation between SEP and age, sex or place. Stratified analysis did show that the inequality identified in the baseline models widened with age, becoming significant at ages 35–44, before narrowing at older ages (75+). There was no difference by sex, but more mixed findings with regards place (urbanity or geographical location), with a mix of significant and non-significant results by SEP that did not appear to follow any pattern.

Conclusions

Inequalities in allostatic load by educational attainment, as a measure of SEP, are consistent with age, sex and place. However, these stratified analyses showed that these inequalities did widen with age, before narrowing in later life, matching the patterns seen with other objective and subjective health measures. However, effect moderation analysis did not support evidence of a statistically significant interaction between age and SEP. Context remains an important feature in understanding and potentially addressing inequalities, although may be less of an issue in terms of physiological burden.
Appendix
Available only for authorised users
Literature
1.
go back to reference Graham H. Unequal lives: health and socioeconomic inequalities. Maidenhead, UK: Open University Press; 2007. Graham H. Unequal lives: health and socioeconomic inequalities. Maidenhead, UK: Open University Press; 2007.
2.
go back to reference Graham H, Kelly MP. Health Inequalities: Concepts, Framework and Policy. HDA Briefing paper. London, UK: HDA; 2004. Graham H, Kelly MP. Health Inequalities: Concepts, Framework and Policy. HDA Briefing paper. London, UK: HDA; 2004.
3.
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):331–4.CrossRefPubMed Adams JM, White M. Biological ageing: a fundamental, biological link between socio-economic status and health? Eur J Public Health. 2004;14(3):331–4.CrossRefPubMed
4.
go back to reference Dunn JR. Health behavior vs the stress of low socioeconomic status and health outcomes. JAMA. 2010;303(12):1199–200.CrossRefPubMed Dunn JR. Health behavior vs the stress of low socioeconomic status and health outcomes. JAMA. 2010;303(12):1199–200.CrossRefPubMed
5.
go back to reference Schulkin J. Allostasis, Homeostasis and the costs of Physiological Adaptation. New York, USA: Cambridge University Press; 2004.CrossRef Schulkin J. Allostasis, Homeostasis and the costs of Physiological Adaptation. New York, USA: Cambridge University Press; 2004.CrossRef
6.
go back to reference McEwen BS. Sex, stress and the hippocampus: allostasis, allostatic load and the aging process. Neurobiol Aging. 2002;23(5):921–39.CrossRefPubMed McEwen BS. Sex, stress and the hippocampus: allostasis, allostatic load and the aging process. Neurobiol Aging. 2002;23(5):921–39.CrossRefPubMed
7.
go back to reference Seeman M, Stein Merkin S, Karlamangla A, Koretz B, Seeman T. Social status and biological dysregulation: the "status syndrome" and allostatic load. Soc Sci Med. 2014;118:143–51.CrossRefPubMedPubMedCentral Seeman M, Stein Merkin S, Karlamangla A, Koretz B, Seeman T. Social status and biological dysregulation: the "status syndrome" and allostatic load. Soc Sci Med. 2014;118:143–51.CrossRefPubMedPubMedCentral
8.
9.
go back to reference Seeman T, 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):2259–68.CrossRefPubMed Seeman T, 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):2259–68.CrossRefPubMed
10.
go back to reference McEwen BS. Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998;840:33–44.CrossRefPubMed McEwen BS. Stress, adaptation, and disease. Allostasis and allostatic load. Ann N Y Acad Sci. 1998;840:33–44.CrossRefPubMed
11.
go back to reference Read S, Grundy E. Allostatic load - a challenge to measure multisystem physiological dysregulation . London, UK: National Centre for Research Methods; 2012. Read S, Grundy E. Allostatic load - a challenge to measure multisystem physiological dysregulation . London, UK: National Centre for Research Methods; 2012.
12.
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.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.CrossRefPubMed
13.
go back to reference Seeman T, Crimmins E, Huang MH, Singer B, Bucur A, Gruenewald T, et al. Cumulative biological risk and socio-economic differences in mortality: MacArthur studies of successful aging. Soc Sci Med. 2004;58(10):1985–97.CrossRefPubMed Seeman T, Crimmins E, Huang MH, Singer B, Bucur A, Gruenewald T, et al. Cumulative biological risk and socio-economic differences in mortality: MacArthur studies of successful aging. Soc Sci Med. 2004;58(10):1985–97.CrossRefPubMed
14.
go back to reference Kobrosly RW, van Wijngaarden E, Seplaki CL, Cory-Slechta DA, Moynihan J. Depressive symptoms are associated with allostatic load among community-dwelling older adults. Physiol Behav. 2014;123:223–30.CrossRefPubMedPubMedCentral Kobrosly RW, van Wijngaarden E, Seplaki CL, Cory-Slechta DA, Moynihan J. Depressive symptoms are associated with allostatic load among community-dwelling older adults. Physiol Behav. 2014;123:223–30.CrossRefPubMedPubMedCentral
15.
go back to reference Parente V, Hale L, Palermo T. Association between breast cancer and allostatic load by race: National Health and Nutrition Examination Survey 1999–2008. Psychooncology. 2013;22(3):621–8.CrossRefPubMed Parente V, Hale L, Palermo T. Association between breast cancer and allostatic load by race: National Health and Nutrition Examination Survey 1999–2008. Psychooncology. 2013;22(3):621–8.CrossRefPubMed
16.
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):415–20.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):415–20.CrossRefPubMed
17.
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):500–7.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):500–7.CrossRefPubMed
18.
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):826–33.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):826–33.CrossRefPubMedPubMedCentral
19.
go back to reference Gruenewald TL, Karlamangla AS, Hu P, Stein-Merkin S, Crandall C, Koretz B, et al. History of socioeconomic disadvantage and allostatic load in later life. Soc Sci Med. 2012;74(1):75–83.CrossRefPubMed Gruenewald TL, Karlamangla AS, Hu P, Stein-Merkin S, Crandall C, Koretz B, et al. History of socioeconomic disadvantage and allostatic load in later life. Soc Sci Med. 2012;74(1):75–83.CrossRefPubMed
20.
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):986–92.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):986–92.CrossRefPubMed
21.
go back to reference Merkin SS, Karlamangla A, Roux AV, Shrager S, Seeman TE. Life course socioeconomic status and longitudinal accumulation of allostatic load in adulthood: multi-ethnic study of atherosclerosis. Am J Public Health. 2014;104(4):e48–55.CrossRefPubMedPubMedCentral Merkin SS, Karlamangla A, Roux AV, Shrager S, Seeman TE. Life course socioeconomic status and longitudinal accumulation of allostatic load in adulthood: multi-ethnic study of atherosclerosis. Am J Public Health. 2014;104(4):e48–55.CrossRefPubMedPubMedCentral
22.
go back to reference Robertson T, Popham F, Benzeval M. Socioeconomic position across the lifecourse & allostatic load: data from the West of Scotland Twenty-07 cohort study. BMC Public Health. 2014;14:184.CrossRefPubMedPubMedCentral Robertson T, Popham F, Benzeval M. Socioeconomic position across the lifecourse & allostatic load: data from the West of Scotland Twenty-07 cohort study. BMC Public Health. 2014;14:184.CrossRefPubMedPubMedCentral
24.
go back to reference Kubzansky LD, Kawachi I, Sparrow D. Socioeconomic status, hostility, and risk factor clustering in the Normative Aging Study: any help from the concept of allostatic load? Ann Behav Med. 1999;21(4):330–8.CrossRefPubMed Kubzansky LD, Kawachi I, Sparrow D. Socioeconomic status, hostility, and risk factor clustering in the Normative Aging Study: any help from the concept of allostatic load? Ann Behav Med. 1999;21(4):330–8.CrossRefPubMed
25.
go back to reference Hanlon P, Lawder RS, Buchanan D, Redpath A, Walsh D, Wood R, et al. Why is mortality higher in Scotland than in England and Wales? Decreasing influence of socioeconomic deprivation between 1981 and 2001 supports the existence of a 'Scottish Effect'. J Public Health. 2005;27(2):199–204.CrossRef Hanlon P, Lawder RS, Buchanan D, Redpath A, Walsh D, Wood R, et al. Why is mortality higher in Scotland than in England and Wales? Decreasing influence of socioeconomic deprivation between 1981 and 2001 supports the existence of a 'Scottish Effect'. J Public Health. 2005;27(2):199–204.CrossRef
26.
go back to reference McCartney G, Collins C, Walsh D, Batty GD. Why the Scots die younger: synthesizing the evidence. Public Health. 2012;126(6):459–70.CrossRefPubMed McCartney G, Collins C, Walsh D, Batty GD. Why the Scots die younger: synthesizing the evidence. Public Health. 2012;126(6):459–70.CrossRefPubMed
27.
go back to reference McCartney G, Walsh D, Whyte B, Collins C. Has Scotland always been the 'sick man' of Europe? An observational study from 1855 to 2006. Eur J Public Health. 2012;22(6):756–60.CrossRefPubMed McCartney G, Walsh D, Whyte B, Collins C. Has Scotland always been the 'sick man' of Europe? An observational study from 1855 to 2006. Eur J Public Health. 2012;22(6):756–60.CrossRefPubMed
28.
go back to reference Walsh D, Bendel N, Jones R, Hanlon P. It's not 'just deprivation': why do equally deprived UK cities experience different health outcomes? Public Health. 2010;124(9):487–95.CrossRefPubMed Walsh D, Bendel N, Jones R, Hanlon P. It's not 'just deprivation': why do equally deprived UK cities experience different health outcomes? Public Health. 2010;124(9):487–95.CrossRefPubMed
29.
go back to reference Roth M, Gharib W, Day J, Doig M, Dowling S, Rutherford L. Quality Control of Blood, Urine and Saliva Analytes. In: Rutherford L, Sharp C, Bromley C, editors. Scottish Health Survey Technical Report Volume 3. Edinburgh, UK: Scottish Government; 2012. P. 70-79. Roth M, Gharib W, Day J, Doig M, Dowling S, Rutherford L. Quality Control of Blood, Urine and Saliva Analytes. In: Rutherford L, Sharp C, Bromley C, editors. Scottish Health Survey Technical Report Volume 3. Edinburgh, UK: Scottish Government; 2012. P. 70-79.
30.
31.
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.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.CrossRefPubMedPubMedCentral
32.
go back to reference Sherifali D, Nerenberg K, Pullenayegum E, Cheng JE, Gerstein HC. The Effect of Oral Antidiabetic Agents on A1C Levels: A systematic review and meta-analysis. Diabetes Care. 2010;33(8):1859–64.CrossRefPubMedPubMedCentral Sherifali D, Nerenberg K, Pullenayegum E, Cheng JE, Gerstein HC. The Effect of Oral Antidiabetic Agents on A1C Levels: A systematic review and meta-analysis. Diabetes Care. 2010;33(8):1859–64.CrossRefPubMedPubMedCentral
33.
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.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.CrossRefPubMedPubMedCentral
34.
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):174–83.CrossRefPubMed Weir MR, Moser M. Diuretics and beta-blockers: is there a risk for dyslipidemia? Am Heart J. 2000;139(1 Pt 1):174–83.CrossRefPubMed
35.
go back to reference Pocock SJ, Assmann SE, Enos LE, Kasten LE. Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practice and problems. Stat Med. 2002;21(19):2917–30.CrossRefPubMed Pocock SJ, Assmann SE, Enos LE, Kasten LE. Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practice and problems. Stat Med. 2002;21(19):2917–30.CrossRefPubMed
36.
go back to reference Barter P, Gotto AM, LaRosa JC, Maroni J, Szarek M, Grundy SM, et al. HDL cholesterol, very low levels of LDL cholesterol, and cardiovascular events. N Engl J Med. 2007;357(13):1301–10.CrossRefPubMed Barter P, Gotto AM, LaRosa JC, Maroni J, Szarek M, Grundy SM, et al. HDL cholesterol, very low levels of LDL cholesterol, and cardiovascular events. N Engl J Med. 2007;357(13):1301–10.CrossRefPubMed
37.
go back to reference Gordon T, Castelli WP, Hjortland MC, Kannel WB, Dawber TR. High density lipoprotein as a protective factor against coronary heart disease. The Framingham Study. Am J Med. 1977;62(5):707–14.CrossRefPubMed Gordon T, Castelli WP, Hjortland MC, Kannel WB, Dawber TR. High density lipoprotein as a protective factor against coronary heart disease. The Framingham Study. Am J Med. 1977;62(5):707–14.CrossRefPubMed
38.
go back to reference Bird CE, Seeman T, Escarce JJ, Basurto-Davila R, Finch BK, Dubowitz T, et al. Neighbourhood socioeconomic status and biological 'wear and tear' in a nationally representative sample of US adults. J Epidemiol Community Health. 2010;64(10):860–5.CrossRefPubMed Bird CE, Seeman T, Escarce JJ, Basurto-Davila R, Finch BK, Dubowitz T, et al. Neighbourhood socioeconomic status and biological 'wear and tear' in a nationally representative sample of US adults. J Epidemiol Community Health. 2010;64(10):860–5.CrossRefPubMed
39.
go back to reference Crimmins EM, Johnston M, Hayward M, Seeman T. Age differences in allostatic load: an index of physiological dysregulation. Exp Gerontol. 2003;38(7):731–4.CrossRefPubMed Crimmins EM, Johnston M, Hayward M, Seeman T. Age differences in allostatic load: an index of physiological dysregulation. Exp Gerontol. 2003;38(7):731–4.CrossRefPubMed
40.
go back to reference Grundy E, Holt G. The socioeconomic status of older adults: how should we measure it in studies of health inequalities? J Epidemiol Community Health. 2001;55(12):895–904.CrossRefPubMedPubMedCentral Grundy E, Holt G. The socioeconomic status of older adults: how should we measure it in studies of health inequalities? J Epidemiol Community Health. 2001;55(12):895–904.CrossRefPubMedPubMedCentral
41.
go back to reference Scottish Qualifications Authority. Progression from Standard Grade to Higher and from Higher to Advanced Higher. Glasgow, UK: Scottish Qualifications Authority; 2003. Scottish Qualifications Authority. Progression from Standard Grade to Higher and from Higher to Advanced Higher. Glasgow, UK: Scottish Qualifications Authority; 2003.
42.
go back to reference Scottish Government. Summary statistics for attainment, leaver destinations and healthy living, No.4: 2014 Edition. Edinburgh, UK: Scottish Government; 2014. Scottish Government. Summary statistics for attainment, leaver destinations and healthy living, No.4: 2014 Edition. Edinburgh, UK: Scottish Government; 2014.
43.
go back to reference Mair CA, Cutchin MP, Kristen Peek M. Allostatic load in an environmental riskscape: the role of stressors and gender. Health Place. 2011;17(4):978–87.CrossRefPubMedPubMedCentral Mair CA, Cutchin MP, Kristen Peek M. Allostatic load in an environmental riskscape: the role of stressors and gender. Health Place. 2011;17(4):978–87.CrossRefPubMedPubMedCentral
44.
go back to reference National Records of Scotland. 2011 Census: Key Results from Releases 2A to 2D. Edinburgh, UK: National Records of Scotland; 2014. National Records of Scotland. 2011 Census: Key Results from Releases 2A to 2D. Edinburgh, UK: National Records of Scotland; 2014.
45.
go back to reference Office for National Statistics. Earnings by Qualification, 2011. London, UK: ONS; 2011. Office for National Statistics. Earnings by Qualification, 2011. London, UK: ONS; 2011.
46.
go back to reference Borrell LN, Crawford ND. Social disparities in periodontitis among US adults: the effect of allostatic load. J Epidemiol Community Health. 2011;65(2):144–9.CrossRefPubMed Borrell LN, Crawford ND. Social disparities in periodontitis among US adults: the effect of allostatic load. J Epidemiol Community Health. 2011;65(2):144–9.CrossRefPubMed
47.
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.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.CrossRefPubMed
48.
go back to reference Acheson D. Inequalities in health: report of an independent inquiry. In. London, UK: HMSO; 1998. Acheson D. Inequalities in health: report of an independent inquiry. In. London, UK: HMSO; 1998.
49.
go back to reference SDH (Commission on Social Determinants of Health). Closing the gap in a generation: Health equity through action on the social determinants of health. Final Report of the Commission on Social Determinants of Health. Geneva, Switzerland: World Health Organization; 2008. SDH (Commission on Social Determinants of Health). Closing the gap in a generation: Health equity through action on the social determinants of health. Final Report of the Commission on Social Determinants of Health. Geneva, Switzerland: World Health Organization; 2008.
50.
go back to reference Marmot M. Fair society, healthy lives: strategic review of health inequalities in England post 2010. London: Institute of Health Equity; 2010. Marmot M. Fair society, healthy lives: strategic review of health inequalities in England post 2010. London: Institute of Health Equity; 2010.
51.
go back to reference Huisman M, Read S, Towriss CA, Deeg DJ, Grundy E. Socioeconomic inequalities in mortality rates in old age in the world health organization europe region. Epidemiol Rev. 2013;35:84–97.CrossRefPubMed Huisman M, Read S, Towriss CA, Deeg DJ, Grundy E. Socioeconomic inequalities in mortality rates in old age in the world health organization europe region. Epidemiol Rev. 2013;35:84–97.CrossRefPubMed
52.
go back to reference Huisman M, Kunst AE, Bopp M, Borgan JK, Borrell C, Costa G, et al. Educational inequalities in cause-specific mortality in middle-aged and older men and women in eight western European populations. Lancet. 2005;365(9458):493–500.CrossRefPubMed Huisman M, Kunst AE, Bopp M, Borgan JK, Borrell C, Costa G, et al. Educational inequalities in cause-specific mortality in middle-aged and older men and women in eight western European populations. Lancet. 2005;365(9458):493–500.CrossRefPubMed
53.
go back to reference Huisman M, Kunst AE, Andersen O, Bopp M, Borgan JK, Borrell C, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58(6):468–75.CrossRefPubMedPubMedCentral Huisman M, Kunst AE, Andersen O, Bopp M, Borgan JK, Borrell C, et al. Socioeconomic inequalities in mortality among elderly people in 11 European populations. J Epidemiol Community Health. 2004;58(6):468–75.CrossRefPubMedPubMedCentral
54.
go back to reference Huisman M, Kunst AE, Mackenbach JP. Socioeconomic inequalities in morbidity among the elderly; a European overview. Soc Sci Med. 2003;57(5):861–73.CrossRefPubMed Huisman M, Kunst AE, Mackenbach JP. Socioeconomic inequalities in morbidity among the elderly; a European overview. Soc Sci Med. 2003;57(5):861–73.CrossRefPubMed
55.
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.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.CrossRefPubMedPubMedCentral
56.
go back to reference Ross CE, Wu CL. Education, age, and the cumulative advantage in health. J Health Soc Behav. 1996;37(1):104–20.CrossRefPubMed Ross CE, Wu CL. Education, age, and the cumulative advantage in health. J Health Soc Behav. 1996;37(1):104–20.CrossRefPubMed
57.
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):309–31.CrossRefPubMed Lynch SM. Cohort and life-course patterns in the relationship between education and health: a hierarchical approach. Demography. 2003;40(2):309–31.CrossRefPubMed
58.
59.
go back to reference Goldman N, Turra CM, Glei DA, Lin YH, Weinstein M. Physiological dysregulation and changes in health in an older population. Exp Gerontol. 2006;41(9):862–70.CrossRefPubMed Goldman N, Turra CM, Glei DA, Lin YH, Weinstein M. Physiological dysregulation and changes in health in an older population. Exp Gerontol. 2006;41(9):862–70.CrossRefPubMed
60.
go back to reference McEwen BS. Allostasis and allostatic load: implications for neuropsychopharmacology. Neuropsychopharmacology. 2000;22(2):108–24.CrossRefPubMed McEwen BS. Allostasis and allostatic load: implications for neuropsychopharmacology. Neuropsychopharmacology. 2000;22(2):108–24.CrossRefPubMed
61.
go back to reference McCartney G, Russ TC, Walsh D, Lewsey J, Smith M, Smith GD, et al. Explaining the excess mortality in Scotland compared with England: pooling of 18 cohort studies. J Epidemiol Community Health. 2015;69(1):20–7.CrossRefPubMed McCartney G, Russ TC, Walsh D, Lewsey J, Smith M, Smith GD, et al. Explaining the excess mortality in Scotland compared with England: pooling of 18 cohort studies. J Epidemiol Community Health. 2015;69(1):20–7.CrossRefPubMed
62.
go back to reference Whyte B, Ajetunmobi T. Still the "sick man of Europe". GCPH: Glasgow, UK; 2012. Whyte B, Ajetunmobi T. Still the "sick man of Europe". GCPH: Glasgow, UK; 2012.
63.
go back to reference Mauss D, Li J, Schmidt B, Angerer P, Jarczok MN. Measuring allostatic load in the workforce: a systematic review. Ind Health. 2015;53(1):5–20.CrossRefPubMed Mauss D, Li J, Schmidt B, Angerer P, Jarczok MN. Measuring allostatic load in the workforce: a systematic review. Ind Health. 2015;53(1):5–20.CrossRefPubMed
64.
go back to reference Steptoe A, Hamer M, Butcher L, Lin J, Brydon L, Kivimaki M, et al. Educational attainment but not measures of current socioeconomic circumstances are associated with leukocyte telomere length in healthy older men and women. Brain Behav Immun. 2011;25(7):1292–8.CrossRefPubMed Steptoe A, Hamer M, Butcher L, Lin J, Brydon L, Kivimaki M, et al. Educational attainment but not measures of current socioeconomic circumstances are associated with leukocyte telomere length in healthy older men and women. Brain Behav Immun. 2011;25(7):1292–8.CrossRefPubMed
Metadata
Title
The importance of age, sex and place in understanding socioeconomic inequalities in allostatic load: Evidence from the Scottish Health Survey (2008–2011)
Authors
Tony Robertson
Eleanor Watts
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2016
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-2796-4

Other articles of this Issue 1/2016

BMC Public Health 1/2016 Go to the issue