Do Cardiovascular Risk Factors Explain the Relation between Socioeconomic Status, Risk of All-Cause Mortality, Cardiovascular Mortality, and Acute Myocardial Infarction?
Abstract
Much remains to be understood about how low socioeconomic status (SES) increases cardiovascular disease and mortality risk. Data from the Kuopio Ischemic Heart Disease Risk Factor Study (1984-1993) were used to estimate the associations between acute myocardial infarction and income, all-cause mortality, and cardiovascular mortality in a population-based sample of 2,272 Finnish men, with adjustment for 23 biologic, behavioral, psychologic, and social risk factors. Compared with the highest income quintile, those in the bottom quintile had age-adjusted relative hazards of 3.14 (95% confidence interval (CI) 1.77-5.56), 2.66 (95% CI 1.25-5.66), and 4.34 (95% CI 1.95-9.66) for all-cause mortality, cardiovascular mortality, and AMI, respectively. After adjustment for risk factors, the relative hazards for the same comparisons were 1.32 (95% CI 0.70-2.49), 0.70 (95% CI 0.29-1.69), and 2.83 (95% CI 1.14-7.00). In the lowest income quintile, adjustment for risk factors reduced the excess relative risk of all-cause mortality by 85%, that of cardiovascular mortality by 118%, and that of acute myocardial infarction by 45%. These data show how the association between SES and cardiovascular mortality and all-cause mortality is mediated by known risk factor pathways, but full "explanations" for these associations will need to encompass why these biologic, behavioral, psychologic, and social risk factors are differentially distributed by SES.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Higher total serum and LDL cholesterol, lower HDL cholesterol, and higher relative weight are recognized risk factors for poor health outcomes including mortality, cardiovascular disease, and functioning loss.
“Metabolic parameters, including higher total serum and LDL cholesterol, lower HDL cholesterol, and higher relative weight, are also recognized risk factors for poor health outcomes including mortality, cardiovascular disease, and functioning loss.7,[11][12][13][14]”
From Socio‐economic differentials in peripheral biology: Cumulative allostatic load (2010) · cites this paper as [12]
A growing body of evidence documents consistent SES gradients for nearly all major biological risk parameters, with lower SES groups exhibiting higher levels of risk.
“A growing body of evidence documents consistent SES gradients for nearly all of these biological risk parameters-with lower SES groups exhibiting higher levels of risk.”
From Socio‐economic differentials in peripheral biology: Cumulative allostatic load (2010) · cites this paper as [12]
SES gradients in these biological risk parameters are evident as early as the first 5 years of life, throughout childhood, early adolescence, and into early adulthood.
“Much of the earliest work presented evidence for these SES gradients in adults 12,57 but more recent work has shown that these same SES gradients are evident as early as the first 5 years of life, [58][59][60] as well as throughout childhood, 59,[61][62][63][64][65] early adolescence, [66][67][68] and into early adulthood.[69][70][71][72][73]”
From Socio‐economic differentials in peripheral biology: Cumulative allostatic load (2010) · cites this paper as [12]
Several published reports provide evidence supporting the role of multiple biological systems in mediating SES differentials in mortality.
“Several published reports provide evidence supporting the role of multiple biological systems in mediating SES differentials in mortality.12,57,85,174”
From Socio‐economic differentials in peripheral biology: Cumulative allostatic load (2010) · cites this paper as [12]
Cites
Cox, D. R., & Oakes, D. (2018) · Chapman & Hall/CRC eBooks · doi:10.1201/9781315137438 · Cited by 6,269 · see citing works
Socioeconomic status and health: The challenge of the gradient.
Adler, N. E., Boyce, W. T., Chesney, M. A., Cohen, S., Folkman, S., Kahn, R. L., & Syme, S. L. (1994) · American Psychologist · doi:10.1037//0003-066x.49.1.15 · Cited by 3,182 · see citing works
Cardiovascular Survey Methods.
Rose, G., & Blackburn, H. (1968) · Annals of Internal Medicine · doi:10.7326/0003-4819-69-6-1335_2 · Cited by 3,065 · see citing works
Socioeconomic factors and cardiovascular disease: a review of the literature.
Kaplan, G. A., & Keil, J. E. (1993) · Circulation · doi:10.1161/01.cir.88.4.1973 · Cited by 1,845 · see citing works
Self-citationSalonen, J. T., Nyyssönen, K., Korpela, H., Tuomilehto, J., Seppänen, R., & Salonen, R. (1992) · Circulation · doi:10.1161/01.cir.86.3.803 · Cited by 1,284 · see citing works
Racism, Sexism, and Social Class: Implications for Studies of Health, Disease, and Well-being
Krieger, N., Rowley, D. L., Herman, A. A., Avery, B., & Phillips, M. T. (1993) · American Journal of Preventive Medicine · doi:10.1016/s0749-3797(18)30666-4 · Cited by 956 · see citing works
Lakka, T. A., Venalainen, J. M., Rauramaa, R., Salonen, R., Tuomilehto, J., & Salonen, J. T. (1994) · New England Journal of Medicine · doi:10.1056/nejm199406023302201 · Cited by 793 · see citing works
Self-citationSocioeconomic Differentials in Health: A Review and Redirection
Williams, D. R. (1990) · Social Psychology Quarterly · doi:10.2307/2786672 · Cited by 763 · see citing works
Social Class, Life Expectancy and Overall Mortality
Antonovsky, A. (1967) · The Milbank Memorial Fund Quarterly · doi:10.2307/3348839 · Cited by 730 · see citing works
POVERTY AND HEALTH PROSPECTIVE EVIDENCE FROM THE ALAMEDA COUNTY STUDY
Haan, M. N., Kaplan, G. A., & Camacho, T. C. (1987) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a114637 · Cited by 709 · see citing works
Self-citationSocial class and coronary heart disease.
Rose, G., & Marmot, M. G. (1981) · Heart · doi:10.1136/hrt.45.1.13 · Cited by 644 · see citing works
Salonen, J. T., Seppänen, K., Nyyssönen, K., Korpela, H., Kauhanen, J., Kantola, M., Tuomilehto, J., Esterbauer, H., Tatzber, F., & Salonen, R. (1995) · Circulation · doi:10.1161/01.cir.91.3.645 · Cited by 578 · see citing works
Self-citationKunst, A. E., & Mackenbach, J. P. (1994) · American Journal of Public Health · doi:10.2105/ajph.84.6.932 · Cited by 449 · see citing works
Explaining socioeconomic differences in sickness absence: the Whitehall II Study.
North, F. M., Syme, S. L., Feeney, A., Head, J. A., Shipley, M. J., & Marmot, M. G. (1993) · BMJ · doi:10.1136/bmj.306.6874.361 · Cited by 389 · see citing works
Smith, G. D., Shipley, M. J., & Rose, G. (1990) · Journal of Epidemiology & Community Health · doi:10.1136/jech.44.4.265 · Cited by 383 · see citing works
Salonen, J. T., Salonen, R. M., Seppänen, K., Rauramaa, R., & Tuomilehto, J. O. (1991) · Circulation · doi:10.1161/01.cir.84.1.129 · Cited by 360 · see citing works
Self-citationLynch, J. (1996) · Archives of Internal Medicine · doi:10.1001/archinte.1996.00440110073010 · Cited by 354 · see citing works
Self-citationSALONEN, J. T. (1988) · PubMed · Cited by 348 · see citing works
Self-citationChildhood and adult socioeconomic status as predictors of mortality in Finland
Lynch, J. W., Kaplan, G. A., Cohen, R. D., Wilson, T. W., Smith, N. L., Kauhanen, J., & Salonen, J. T. (1994) · The Lancet · doi:10.1016/s0140-6736(94)91468-0 · Cited by 304 · see citing works
Self-citationPathways to Health: The Role of Social Factors.
Rosenberg, T. J., Bunker, J. P., Gomby, D. S., & Kehrer, B. H. (1991) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2072131 · Cited by 274 · see citing works
Social Class and Cardiovascular Disease: The Contribution of Work
Marmot, M. G., & Theorell, T. (1988) · International Journal of Health Services · doi:10.2190/ktc1-n5lk-j1pm-9grq · Cited by 251 · see citing works
SOCIAL CLASS DIFFERENCES IN ISCHAEMIC HEART DISEASE IN BRITISH MEN
Pocock, S., Cook, D. G., Shaper, A. G., Phillips, A. N., & Walker, M. (1987) · The Lancet · doi:10.1016/s0140-6736(87)90774-4 · Cited by 249 · see citing works
Fibrinogen: a possible link between social class and coronary heart disease.
Markowe, H. L. J., Marmot, M. G., Shipley, M. J., Bulpitt, C., Meade, T. W., Stirling, Y., Vickers, M. V., & Semmence, A. (1985) · BMJ · doi:10.1136/bmj.291.6505.1312 · Cited by 205 · see citing works
Hostility and the progression of carotid atherosclerosis.
Julkunen, J., Salonen, R. M., Kaplan, G. A., Chesney, M. A., & Salonen, J. T. (1994) · Psychosomatic Medicine · doi:10.1097/00006842-199411000-00007 · Cited by 189 · see citing works
Self-citationMEASUREMENT ERROR AND ITS IMPACT ON PARTIAL CORRELATION AND MULTIPLE LINEAR REGRESSION ANALYSES1
Liu, K. J. (1988) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a114870 · Cited by 154 · see citing works
Causal explanations for class inequality in health—An empirical analysis
Lundberg, O. (1991) · Social Science & Medicine · doi:10.1016/0277-9536(91)90339-e · Cited by 151 · see citing works
Socioeconomic Status and Health: Old Observations and New Thoughts
Haan, M. N., Kaplan, G. A., & Syme, S. L. (1989) · Cited by 139 · see citing works
Self-citationSocioeconomic Status and Carotid Atherosclerosis
Lynch, J. W., Kaplan, G. A., Salonen, R. M., Cohen, R. D., & Salonen, J. T. (1995) · Circulation · doi:10.1161/01.cir.92.7.1786 · Cited by 139 · see citing works
Self-citationSalonen, J. T. (1982) · Journal of Epidemiology & Community Health · doi:10.1136/jech.36.4.294 · Cited by 115 · see citing works
Self-citationWilson, T. W., Kaplan, G. A., Kauhanen, J., Cohen, R. D., Wu, M., Salonen, R., & Salonen, J. T. (1993) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a116676 · Cited by 111 · see citing works
Self-citationKaplan, G. A., Wilson, T. W., Cohen, R. D., Kauhanen, J., Wu, M., & SALONEN, J. T. (1994) · PubMed · Cited by 110 · see citing works
Self-citationBias in relative odds estimation owing to imprecise measurement of correlated exposures
Phillips, A. N., & Smith, G. D. (1992) · Statistics in Medicine · doi:10.1002/sim.4780110712 · Cited by 108 · see citing works
Social determinants of disease.
Syme, S. L. (1987) · PubMed · Cited by 97 · see citing works
TUOMILETHTO, J., Arstila, M., Kaarsalo, E., Kankaanpää, J., Ketonen, M., Kuulasmaa, K., Lehto, S., Miettinen, H., Mustaniemi, H., Palomäki, P., et al. (1992) · European Heart Journal · doi:10.1093/oxfordjournals.eurheartj.a060329 · Cited by 97 · see citing works
Physical Activity and Serum Lipids: A Cross-sectional Population Study in Eastern Finnish Men
Lakka, T. A., & Salonen, J. T. (1992) · American Journal of Epidemiology · doi:10.1093/aje/136.7.806 · Cited by 95 · see citing works
Self-citationSocioeconomic Status and Progression of Carotid Atherosclerosis
Lynch, J. W., Kaplan, G. A., Salonen, R. M., & Salonen, J. T. (1997) · Arteriosclerosis Thrombosis and Vascular Biology · doi:10.1161/01.atv.17.3.513 · Cited by 93 · see citing works
Self-citationHDL, HDL_2, and HDL_3 subfractions, and the risk of acute myocardial infarction
SALONEN, J. T., Salonen, R. M., Seppänen, K., Rauramaa, R., & Tuomilehto, J. (1991) · STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) · Cited by 78 · see citing works
Self-citationDennis, B. H., Zhukovsky, G., Шестов, Д. Б., DAVIS, C. E., Деев, А. Д., O'Grady, H. K., & Tyroler, H. A. (1993) · International Journal of Epidemiology · doi:10.1093/ije/22.3.420 · Cited by 71 · see citing works
Ihanainen, M., Salonen, R. M., Seppänen, R., & Salonen, J. T. (1989) · Nutrition Research · doi:10.1016/s0271-5317(89)80126-5 · Cited by 45 · see citing works
Self-citationLynch, J. W. (1996) · Annals of Epidemiology · doi:10.1016/1047-2797(95)00120-4 · Cited by 32 · see citing works
Self-citationIll-health and its social patterning in Finland, Norway and Sweden
Lahelma, E. T., Manderbacka, K., Rahkonen, O., et al. (1993) · STM:n Hallinnonalan avoin julkaisuarkisto (Julkari) · Cited by 29 · see citing works
Statistical correction for measurement imprecision
Salonen, J. (1992) · The Lancet · doi:10.1016/0140-6736(92)90711-b · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Protective and Damaging Effects of Stress Mediators
McEwen, B. S. (1998) · New England Journal of Medicine · doi:10.1056/nejm199801153380307 · Cited by 6,733 · see citing works
Lantz, P. M., House, J. S., Lepkowski, J. M., Williams, D. R., Mero, R. P., & Chen, J. (1998) · JAMA · doi:10.1001/jama.279.21.1703 · Cited by 1,514 · see citing works
Havranek, E. P., Mujahid, M. S., Barr, D. A., Blair, I. V., Cohen, M. S., Cruz-Flores, S., Davey-Smith, G., Dennison-Himmelfarb, C. R., Lauer, M. S., Lockwood, D. W., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000228 · Cited by 1,472 · see citing works
Gallo, L. C., & Matthews, K. A. (2003) · Psychological Bulletin · doi:10.1037/0033-2909.129.1.10 · Cited by 1,366 · see citing works
Lynch, J. W., Kaplan, G. A., & Salonen, J. T. (1997) · Social Science & Medicine · doi:10.1016/s0277-9536(96)00191-8 · Cited by 1,150 · see citing works
Self-citationSecond Joint Task Force of European (1998) · European Heart Journal · doi:10.1053/euhj.1998.1243 · Cited by 1,131 · see citing works
Socio‐economic differentials in peripheral biology: Cumulative allostatic load
Seeman, T., Epel, E., Gruenewald, T., Karlamangla, A., & McEwen, B. S. (2010) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2009.05341.x · Cited by 579 · see citing works
Racial differences in self-reports of sleep duration in a population-based study
Hale, L., & Do, D. P. (2007) · SLEEP · doi:10.1093/sleep/30.9.1096 · Cited by 523 · see citing works
Seeman, T. E., Crimmins, E., Huang, M.-H., Singer, B., Bucur, A., Gruenewald, T., Berkman, L. F., & Reuben, D. B. (2004) · Social Science & Medicine · doi:10.1016/s0277-9536(03)00402-7 · Cited by 521 · see citing works
Integrating the common risk factor approach into a social determinants framework
Watt, R. G., & Sheiham, A. (2012) · Community Dentistry and Oral Epidemiology · doi:10.1111/j.1600-0528.2012.00680.x · Cited by 459 · see citing works
Increased cardiovascular mortality after early bilateral oophorectomy
Rivera, C. M., Grossardt, B. R., Rhodes, D. J., Brown, R. D., Roger, V. L., Melton, L. J., & Rocca, W. A. (2009) · Menopause · doi:10.1097/gme.0b013e31818888f7 · Cited by 481 · see citing works
Socioeconomic Status and Health: Mediating and Moderating Factors
Chen, E., & Miller, G. E. (2013) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050212-185634 · Cited by 402 · see citing works
Psychosocial factors in the development of coronary artery disease
Strike, P. C., & Steptoe, A. (2004) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2003.09.001 · Cited by 316 · see citing works
The role of psychobiological pathways in socio-economic inequalities in cardiovascular disease risk
Steptoe, A. (2002) · European Heart Journal · doi:10.1053/euhj.2001.2611 · Cited by 274 · see citing works
van Oort, F. V. A., van Lenthe, F. J., & Mackenbach, J. P. (2005) · Journal of Epidemiology and Community Health · doi:10.1136/jech.2003.016493 · Cited by 263 · see citing works
Albert, M. A., Glynn, R. J., Buring, J., & Ridker, P. M. (2006) · Circulation · doi:10.1161/circulationaha.106.660043 · Cited by 262 · see citing works
Inequities in CHD Incidence and Case Fatality by Neighborhood Deprivation
Winkleby, M., Sundquist, K., & Cubbin, C. (2007) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2006.10.002 · Cited by 222 · see citing works
DOWD, J. B., AIELLO, A. E., & ALLEY, D. E. (2009) · Epidemiology and Infection · doi:10.1017/s0950268808000551 · Cited by 210 · see citing works
Lynch, J. W., Everson, S. A., Kaplan, G. A., Salonen, R., & Salonen, J. T. (1998) · American Journal of Public Health · doi:10.2105/ajph.88.3.389 · Cited by 174 · see citing works
Self-citationWamala, S. P., Mittleman, M. A., Schenck-Gustafsson, K., & Orth-Gomér, K. (1999) · American Journal of Public Health · doi:10.2105/ajph.89.3.315 · Cited by 127 · see citing works
“Proportion explained”: a causal interpretation for standard measures of indirect effect?
Hafeman, D. M. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp283 · Cited by 98 · see citing works
Rosendaal, N. T. A., & Pirkle, C. M. (2017) · BMC Public Health · doi:10.1186/s12889-017-4519-x · Cited by 60 · see citing works
Students perceived stress in academic programs: Consequences for its management
Neveu, D., Doron, J., Visier, L., Boiché, J., Trouillet, R., Dujols, P., & Ninot, G. (2012) · Revue d'Épidémiologie et de Santé Publique · doi:10.1016/j.respe.2012.01.008 · Cited by 47 · see citing works
Letellier, N., Ilango, S. D., Mortamais, M., Tzourio, C., Gabelle, A., Empana, J.-P., Samieri, C., Berr, C., & Benmarhnia, T. (2021) · European Journal of Epidemiology · doi:10.1007/s10654-021-00788-8 · Cited by 21 · see citing works
- Authors
- Lynch, J. W., Kaplan, G. A., Cohen, R. D., Tuomilehto, J., & Salonen, J. T.
- Affiliations
- Public Health Foundation (US)
- Corresponding author
- Lynch, J. W.
- Venue
- American Journal of Epidemiology
- Publisher
- Oxford University Press (OUP)
- Published
- 1996-11-15
- Volume
- 144
- Issue
- 10
- Pages
- 934-942
- ISSN
- 0002-9262 (ISSN-L)
- 1476-6256
- OpenAlex
- W2165753268
- Cited by
- 547
- References
- 42
- Citations by year
- 2026: 3 · 2025: 10 · 2024: 10 · 2023: 10 · 2022: 15 · 2021: 10 · 2020: 7 · 2019: 13 · 2018: 14 · 2017: 13 · 2016: 18 · 2015: 12 · 2014: 18 · 2013: 25 · 2012: 29
- FWCI
- 22.27
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- KONE
- National Heart, Lung, and Blood Institute (HL-44199, R01HL044199)
- Topics
- Social Sciences › Health › Health disparities and outcomes
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
- Social Sciences › Health › Public Health and Social Inequalities
- Keywords
- socioeconomic status, income, cardiovascular risk factors, all-cause mortality, cardiovascular mortality, acute myocardial infarction, ischemic heart disease, Finnish men
- MeSH terms
- Adult, Cardiovascular Diseases, Finland, Humans, Income, Male, Middle Aged, Mortality, Myocardial Infarction, Prospective Studies, Risk Factors, Socioeconomic Factors, Confidence Intervals, Proportional Hazards Models
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review