Abstract
Evidence of an association between psychosocial stress and mortality continues to accumulate. However, despite repeated calls in the literature for further examination into the physiological and behavioral pathways though which stress affects health and mortality, research on this topic remains limited. This study addresses this gap by employing a counterfactual-based mediation analysis of eight behavioral, biological, and psychological pathways often hypothesized to play a role in the association between stress and health. First, we calculated the survival rate of all-cause mortality associated with cumulative psychosocial stress (high vs. low/moderate) using random effects accelerated failure time models among a sample of 7108 adults from the Midlife in the United States panel study. Then, we conducted a multiple mediator mediation analysis utilizing a counterfactual regression framework to determine the relative contributions of each mediator and all mediators combined in the association between stress and mortality. Exposure to high psychosocial stress was associated with a 0.76 times reduced survival rate over the follow-up period 1995–2015, while adjusting for age, sex, race, income, education, baseline health, and study design effects. The mediators accounted for 49% of this association. In particular, smoking, sedentary behavior, obesity/BMI, and cardiovascular disease displayed significant indirect effects and accounted for the largest reductions in the total effect of stress on mortality, with natural indirect effects of 14%, 12%, 11%, and 4%, respectively. In conclusion, traditional behavioral and biological risk factors play a significant role in the association between psychosocial stress and mortality among middle and older adults in the US context. While eliminating stress and the socioeconomic disparities that so often deliver people into high-stress scenarios should be the ultimate goal, public health interventions addressing smoking cessation, physical activity promotion, and cardiovascular disease treatment may pay dividends for preventing premature mortality in the near-term.
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References
Steptoe A, Kivimäki M. Stress and cardiovascular disease: an update on current knowledge. Annu Rev Public Health. 2013;34(1):337–54.
Hostinar CE, Lachman ME, Mroczek DK, Seeman TE, Miller GE. Additive contributions of childhood adversity and recent stressors to inflammation at midlife: findings from the MIDUS study. Dev Psychol. 2015;51(11):1630–44.
McEwen BSB, Gianaros PPJ. Central role of the brain in stress and adaptation: links to socioeconomic status, health, and disease. Annals of the New York Academy of … [Internet]. 2010;1186:190–222. Available from: http://onlinelibrary.wiley.com/doi/10.1111/j.1749-6632.2009.05331.x/full%5Cn, http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2864527&tool=pmcentrez&rendertype=abstract
Eddy P, Heckenberg R, Wertheim EH, Kent S, Wright BJ. A systematic review and meta-analysis of the effort-reward imbalance model of workplace stress with indicators of immune function. Journal of psychosomatic research [internet]. 2016;91:1–8. Available from: https://doi.org/10.1016/j.jpsychores.2016.10.003.
Shields GS, Slavich GM. Lifetime stress exposure and health: a review of contemporary assessment methods and biological mechanisms. Soc Personal Psychol Compass. 2017;11(8):1–17.
Iso H, Date C, Yamamoto A, Toyoshima H, Tanabe N, Kikuchi S, et al. Perceived mental stress and mortality from cardiovascular disease among Japanese men and women: the Japan collaborative cohort study for evaluation of cancer risk sponsored by Monbusho (JACC study). Circulation. 2002;106(10):1229–1236.
Amick B, McDonough P, Chang H, Rogers W, Pieper C, Duncan G. Relationship between all-cause mortality and cumulative working life course psychosocial and physical exposures in the United States labor market from 1968 to 1992. Psychosom Med. 2002;64:370–81.
Aldwin CM, Jeong Y-J, Igarashi H, Choun S, Spiro A. Do hassles mediate between life events and mortality in older men? Longitudinal findings from the VA normative aging study. Experimental Gerontology. 2014;November(59):74–80.
Aldwin CM, Molitor NT, Spiro A, Levenson MR, Molitor J, Igarashi H. Do stress trajectories predict mortality in older men? Longitudinal findings from the VA normative aging study. Journal of Aging Research. 2011;2011.
Ferraro KF, Nuriddin TA. Psychological distress and mortality: are women more vulnerable? J Health Soc Behav. 2006;47(3):227–41.
Redmond N, Richman J, Gamboa CM, Albert MA, Sims M, Durant RW, et al. Perceived stress is associated with incident coronary heart disease and all-cause mortality in low- but not high-income participants in the reasons for geographic and racial differences in stroke study. J Am Heart Assoc. 2013;2(6):e000447.
Poulin MJ, Brown SL, Dillard AJ, Smith DM. Giving to others and the association between stress and mortality. Am J Public Health. 2013;103(9):1649–55.
Keller A, Litzelman K, Wisk LE, Maddox T, Cheng ER, Creswell PD, et al. Does the perception that stress affects health matter? Health Psychol. 2013;31(5):677–84.
Krueger PM, Chang VW. Being poor and coping with stress: health behaviors and the risk of death. Am J Public Health. 2008;98(5):889–96.
Lantz PM, House JS, Mero RP, Williams DR. Stress, life events, and socioeconomic disparities in health: results from the Americans’ changing lives study. J Health Soc Behav. 2005;46(3):274–88.
Sabbath EL, Mejía-Guevara I, Noelke C, Berkman LF. The long-term mortality impact of combined job strain and family circumstances: a life course analysis of working American mothers. Soc Sci Med. 2015;146:111–9.
Matthews KA, Gallo LC, Taylor SE. Are psychosocial factors mediators of socioeconomic status and health connections? A progress report and blueprint for the future. Ann N Y Acad Sci. 2010;1186:146–73.
Eaker ED, Sullivan LM, Kelly-Hayes M, D’Agostino RB, Benjamin EJ. Does job strain increase the risk for coronary heart disease or death in men and women? The Framingham offspring study. Am J Epidemiol. 2004;159(10):950–8.
Hoven H, Siegrist J. Work characteristics, socioeconomic position and health: a systematic review of mediation and moderation effects in prospective studies. Occup Environ Med. 2013;70(9):663–9.
Rutters F, Pilz S, Koopman AD, Rauh SP, Te SJ, Stehouwer CD, et al. Social Science & Medicine The association between psychosocial stress and mortality is mediated by lifestyle and chronic diseases : the Hoorn Study 2014;118:166–172.
Goldstein DS, Mcewen B. Allostasis , homeostats , and the nature of stress. 2002;5(1):55–58.
Mcewen BS, Wing JC. Hormones and behavior what is in a name ? Integrating homeostasis , allostasis and stress. 2010;57:105–111.
Fagundes CP, Glaser R, Kiecolt-Glaser JK. Stressful early life experiences and immune dysregulation across the lifespan. Brain, behavior, and immunity. 2013;January(27C):8–12.
Tsenkova V, Pudrovska T, Karlamangla A. Childhood socioeconomic disadvantage and pre-diabetes and diabetes in later life: a study of biopsychosocial pathways. Psychosom Med. 2014;76(8):622–8.
Hostinar C, Ross K, Chen E, Miller G. Modeling the association between lifecourse socioeconomic disadvantage and systemic inflammation in healthy adults: the role of self-control. Health Psychol. 2016;34(6):580–90.
Zilioli S, Ellis DA, Carré JM, Slatcher RB. Psychoneuroendocrinology Biopsychosocial pathways linking subjective socioeconomic disadvantage to glycemic control in youths with type I diabetes 2017;78:222–228.
Richardson S, Shaffer JA, Falzon L, Krupka D, Davidson KW, Edmondson D. Meta-analysis of perceived stress and its association with incident coronary heart disease. American journal of cardiology [internet]. 2012;110(12):1711–6. Available from: https://doi.org/10.1016/j.amjcard.2012.08.004.
Mehta PK, Wei J, Wenger NK. Ischemic heart disease in women: a focus on risk factors. Trends in Cardiovascular Medicine. 2015;25(2):140–51.
Lagraauw HM, Kuiper J, Bot I. Acute and chronic psychological stress as risk factors for cardiovascular disease: insights gained from epidemiological, clinical and experimental studies. Brain, behavior, and immunity [internet]. 2015;50:18–30. Available from: https://doi.org/10.1016/j.bbi.2015.08.007.
Nyberg ST, Fransson EI, Heikkilä K, Ahola K, Alfredsson L, Bjorner JB, et al. Job strain as a risk factor for type 2 diabetes: a pooled analysis of 124,808 men and women. Diabetes Care. 2014;37(8):2268–75.
Chen E, Hanson MD, Paterson LQ, Griffin MJ, Walker HA, Miller GE. Socioeconomic status and inflammatory processes in childhood asthma : the role of psychological stress. :1014–20.
Slopen N, Lewis TT, Gruenewald TL, Mujahid MS, Ryff CD, Albert MA, et al. Early life adversity and inflammation in African Americans and whites in the midlife in the United States survey. Psychosom Med. 2010;72(7):694–701.
Doom JR, Mason SM, Suglia SF, Clark CJ. Pathways between childhood/adolescent adversity, adolescent socioeconomic status, and long-term cardiovascular disease risk in young adulthood. Social science and medicine [internet]. 2017;188:166–75. Available from: https://doi.org/10.1016/j.socscimed.2017.06.044.
Nusslock R, Miller GE. Review early-life adversity and physical and emotional health across the lifespan : a neuroimmune network hypothesis. Biological psychiatry [internet]. 2015;(figure 1):1–10. Available from: https://doi.org/10.1016/j.biopsych.2015.05.017.
Elliot AJ, Chapman BP. inflammatory markers : results from the MIDUS Study. 2016;35(11):1205–13.
Chen E, Shalowitz MU, Story RE, Ehrlich KB, Manczak EM, Ham PJ, et al. Parents’ childhood socioeconomic circumstances are associated with their children’s asthma outcomes. Journal of allergy and clinical immunology [internet]. 2017;140(3):828-835.e2. Available from: https://doi.org/10.1016/j.jaci.2016.11.040.
Madsen IEH, Nyberg ST, Magnusson Hanson LL, Ferrie JE, Ahola K, Alfredsson L, et al. Job strain as a risk factor for clinical depression: systematic review and meta-analysis with additional individual participant data. Psychol Med. 2017;47(8):1342–56.
Gilman SE, Kawachi I, Fitzmaurice GM, Buka SL. Socio-economic status, family disruption and residential stability in childhood: relation to onset, recurrence and remission of major depression. Psychol Med. 2003;33(8):1341–55.
Culpin I, Stapinski L, Miles ÖB, Araya R, Joinson C. Exposure to socioeconomic adversity in early life and risk of depression at 18 years: the mediating role of locus of control. J Affect Disord. 2015;183:269–78.
Emeny R, Lacruz ME, Baumert J, Zierer A, von Eisenhart Rothe A, Autenrieth C, et al. Job strain associated CRP is mediated by leisure time physical activity: results from the MONICA/KORA study. Brain, behavior, and immunity [internet]. 2012;26(7):1077–84. Available from: https://doi.org/10.1016/j.bbi.2012.07.004.
McEwen BS. Early life influences on life-long patterns of behavior and health. Ment Retard Dev Disabil Res Rev. 2003;9(3):149–54.
Miller GE, Chen E, Parker KJ. Psychological stress in childhood and susceptibility to the chronic diseases of aging: moving toward a model of behavioral and biological mechanisms. Psychol Bull. 2011;137(6):959–97.
Nurius PS, Green S, Logan-Greene P, Longhi D, Song C. Stress pathways to health inequalities: embedding ACEs within social and behavioral contexts. International public health journal [Internet] 2016;8(2):241–256. Available from: http://www.ncbi.nlm.nih.gov/pubmed/27274786%0A, http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=PMC4891624
Raposa EB, Bower JE, Hammen CL, Najman JM, Brennan PA. A developmental pathway from early life stress to inflammation: the role of negative health behaviors. Psychol Sci. 2014;25(6):1268–74.
Fransson EI, Heikkilä K, Nyberg ST, Zins M, Westerlund H, Westerholm P, et al. Job strain as a risk factor for leisure-time physical inactivity: an individual-participant meta-analysis of up to 170,000 men and women. Am J Epidemiol. 2012;176(12):1078–89.
Heikkilä K, Nyberg ST, Fransson EI, Alfredsson L, de Bacquer D, Bjorner JB, et al. Job strain and alcohol intake: a collaborative meta-analysis of individual-participant data from 140 000 men and women. PLoS ONE. 2012;7(7).
>Heikkilä K, Nyberg ST, Fransson EI, Alfredsson L, de Bacquer D, Bjorner JB, et al. Job strain and tobacco smoking: an individual-participant data meta-analysis of 166 130 adults in 15 european studies. PLoS ONE. 2012;7(7).
Slopen N, Kontos EZ, Ryff CD, Ayanian JZ, Albert MA, Williams DR. Psychosocial stress and cigarette smoking persistence, cessation, and relapse over 9-10 years: a prospective study of middle-aged adults in the United States. Cancer Causes Control. 2013;24(10):1849–63.
Rutters F, Nieuwenhuizen AG, Lemmens SGT, Born JM, Westerterp-Plantenga MS. Hypothalamic-pituitary-adrenal (HPA) axis functioning in relation to body fat distribution. Clin Endocrinol. 2010;72(6):738–43.
Nieuwenhuizen AG, Rutters F. The hypothalamic-pituitary-adrenal-axis in the regulation of energy balance. Physiol Behav. 2008;94(2):169–77.
Stults-Kolehmainen MA, Sinha R. The effects of stress on physical activity and exercise. Vol. 44. Sports Med. 2014:81–121.
Dallman MF, Pecoraro N, Akana SF, Fleur SE, Gomez F, Houshyar H, et al. Chronic stress and obesity : A new view of ‘“ comfort food .”’ 2003;
Pecoraro N, Reyes F, Gomez F, Bhargava A, Dallman MF. Chronic stress promotes palatable feeding , which reduces signs of stress : feedforward and feedback effects of chronic stress. 2017;145(October):3754–3762.
Bomhof-Roordink H, Seldenrijk A, van Hout HPJ, van Marwijk HWJ, Diamant M, Penninx BWJH. Associations between life stress and subclinical cardiovascular disease are partly mediated by depressive and anxiety symptoms. Journal of psychosomatic research [internet]. 2015;78(4):332–9. Available from: https://doi.org/10.1016/j.jpsychores.2015.02.009.
Allen AP, Kennedy PJ, Cryan JF, Dinan TG, Clarke G. Biological and psychological markers of stress in humans: focus on the Trier social stress test. Neuroscience and biobehavioral reviews [internet]. 2014;38:94–124. Available from: https://doi.org/10.1016/j.neubiorev.2013.11.005.
Foley P, Kirschbaum C. Neuroscience and biobehavioral reviews human hypothalamus – pituitary – adrenal axis responses to acute psychosocial stress in laboratory settings. Neuroscience and biobehavioral reviews [internet]. 2010;35(1):91–6. Available from: https://doi.org/10.1016/j.neubiorev.2010.01.010.
Liu JJW, Ein N, Peck K, Huang V, Pruessner JC, Vickers K. Sex differences in salivary cortisol reactivity to the Trier social stress test (TSST): a meta-analysis. Psychoneuroendocrinology [internet]. 2017;82(October 2016):26–37. Available from: https://doi.org/10.1016/j.psyneuen.2017.04.007.
Mezick EJ, Matthews KA, Hall M, Kamarck TW, Buysse DJ, Owens JF, et al. Intra-individual variability in sleep duration and fragmentation: associations with stress. Psychoneuroendocrinology. 2009;34(9):1346–54.
Reschke-Hernández AE, Okerstrom KL, Bowles Edwards A, Tranel D. Sex and stress: men and women show different cortisol responses to psychological stress induced by the Trier social stress test and the Iowa singing social stress test. J Neurosci Res. 2017;95(1–2):106–14.
Kudielka BM, Hellhammer DH, Wüst S. Why do we respond so differently? Reviewing determinants of human salivary cortisol responses to challenge. Psychoneuroendocrinology. 2009;34(1):2–18.
Kim TJ, von dem Knesebeck O. Perceived job insecurity, unemployment and depressive symptoms: a systematic review and meta-analysis of prospective observational studies. Int Arch Occup Environ Health. 2016;89(4):561–73.
Scott KM, von Korff M, Angermeyer MC, Benjet C, Bruffaerts R, de Girolamo G, et al. Association of childhood adversities and early-onset mental disorders with adult-onset chronic physical conditions. Arch Gen Psychiatry. 2011;68(8):838–44.
Sternthal MJ, Slopen N, Williams DR. Racial disparities in health: how much does stress really matter? Du Bois Review. 2011;8(1):95–113.
Williams DR, Neighbors HW, Jackson JS. Racial/ethnic discrimination and health: findings from community surveys. American Journal of Public Health [Internet]. 2008;93(2):200–8 Available from: https://ajph-aphapublications-org.ezp-prod1.hul.harvard.edu/doi/pdf/10.2105%2FAJPH.93.2.200.
Sweet E, Nandi A, Adam EK, McDade TW. The high price of debt: household financial debt and its impact on mental and physical health. Social science and medicine [internet]. 2013;91:94–100. Available from: https://doi.org/10.1016/j.socscimed.2013.05.009.
Steffen PR, Bowden M. Sleep disturbance mediates the relationship between perceived racism and depressive symptoms. Ethnicity & Disease. 2006;16(1):16–21.
Harwood GA, Salsberry P, Ferketich AK, Wewers ME. Cigarette smoking, socioeconomic status, and psychosocial factors: examining a conceptual framework. Public Health Nurs. 2007;24(4):361–71.
Bickel WK, Moody L, Quisenberry AJ, Ramey CT, Sheffer CE. A competing neurobehavioral decision systems model of SES-related health and behavioral disparities. Preventive medicine [internet]. 2014;68:37–43. Available from: https://doi.org/10.1016/j.ypmed.2014.06.032.
Block JP, He Y, Zaslavsky AM. Psychosocial stress and change in weight among US adults. Am J Epidemiol. 2009;170(2):181–92.
Sinha R. How does stress increase risk of drug abuse and relapse? Psychopharmacology. 2001;158(4):343–59.
Sinha R. How does stress lead to risk of alcohol relapse? Alcohol Research: Current Reviews. 2012;34(4):432–40.
Buchmann AF, Laucht M, Schmid B, Wiedemann K, Mann K, Zimmermann US. Cigarette craving increases after a psychosocial stress test and is related to cortisol stress response but not to dependence scores in daily smokers. J Psychopharmacol. 2010;24(2):247–55.
Born JM, Lemmens SGT, Rutters F, Nieuwenhuizen AG, Formisano E, Goebel R, et al. Acute stress and food-related reward activation in the brain during food choice during eating in the absence of hunger. Int J Obes. 2010;34(1):172–81.
Kouvonen A, Kivimäki M, Virtanen M, Heponiemi T, Elovainio M, Pentti J, et al. Effort-reward imbalance at work and the co-occurrence of lifestyle risk factors: cross-sectional survey in a sample of 36,127 public sector employees. BMC Public Health. 2006;6:1–11.
Sinha R, Jastreboff AM. Stress as a common risk factor for obesity and addiction. Biological psychiatry [internet]. 2013;73(9):827–35. Available from: https://doi.org/10.1016/j.biopsych.2013.01.032.
Kivimäki M, Head J, Ferrie JE, Shipley MJ, Brunner E, Vahtera J, et al. Work stress, weight gain and weight loss: evidence for bidirectional effects of job strain on body mass index in the Whitehall II study. Int J Obes. 2006;30(6):982–7.
Slopen N, Kontos EZ, Albert MA, Williams DR. Psychosocial stress and cigarette smoking persistence , cessation , and relapse over 9–10 years : a prospective study of middle-aged adults in the United States. 2013;
Dallman MF. Stress-induced obesity and the emotional nervous system. Trends in endocrinology and metabolism [internet]. 2010;21(3):159–65. Available from: https://doi.org/10.1016/j.tem.2009.10.004.
Scott KA, Melhorn SJ, Sakai RR. Effects of chronic social stress on obesity. Curr Obes Rep. 2012;1(1):16–25.
Isasi CR, Parrinello CM, Jung MM, Carnethon MR, Birnbaum-Weitzman O, Espinoza RA, et al. Psychosocial stress is associated with obesity and diet quality in Hispanic/Latino adults. Annals of epidemiology [internet]. 2015;25(2):84–9. Available from: https://doi.org/10.1016/j.annepidem.2014.11.002.
Siegrist J, Marmot M. Health inequalities and the psychosocial environment - two scientific challenges. Soc Sci Med. 2004;58(8):1463–73.
Gallo LC, Roesch S, Fortmann A, Carnethon MR, Penedo FJ, Perreira K, et al. Associations of chronic stress burden, perceived stress, and traumatic stress with cardiovascular disease prevalence and risk factors in the HCHS/SOL sociocultural ancillary study Linda. Psychosom Med. 2014;76(6):468–75.
Hamer M. Psychosocial stress and cardiovascular disease risk: the role of physical activity. Psychosom Med. 2012;74(9):896–903.
Rutters F, Pilz S, Koopman AD, Rauh SP, te Velde SJ, Stehouwer CD, et al. The association between psychosocial stress and mortality is mediated by lifestyle and chronic diseases: the Hoorn study. Soc Sci Med. 2014;118(C):166–72.
Vanderweele TJ. Explanation in causal inference: Oxford University Press; 2015.
VanderWeele TJ. Mediation analysis: a practitioner’s guide. Annu Rev Public Health. 2016;37(1):17–32.
Fulcher IR, Tchetgen ET, Williams PL. Mediation analysis for censored survival data under an accelerated failure time model. :1–25.
Gelfand LA, Mackinnon DP, Derubeis RJ, Baraldi AN. Mediation analysis with survival outcomes : accelerated failure time vs. Proportional Hazards Models. 2016;7(March):1–10.
Tein J, Mackinnon DP. Estimating mediated effects with survival data. 2003;
Vanderweele TJ. Causal mediation analysis with survival data. 2012;22(4):582–5.
Grover G, Sreenivas V, Khanna S, Seth D. Estimation of survival of liver cirrhosis patients , in the presence of prognostic factors using accelerated failure time model as an alternative to proportional hazard model. International Journal of Statistics and Applications 2013;3(4):113–119.
Swindell WR. Accelerated failure time models provide a useful statistical framework for aging research. Experimental gerontology [internet]. 2009;44(3):190–200. Available from: https://doi.org/10.1016/j.exger.2008.10.005.
Allison PD. Survival analysis using SAS: a practical guide. Cary, NC: SAS Institute Inc.; 2010.
VanderWeele TJ, Vansteelandt S. Odds ratios for mediation analysis for a dichotomous outcome. Am J Epidemiol. 2010;172(12):1339–48.
Graham JW. Missing data analysis: making it work in the real world. Annual Review of Psychology [Internet]. 2009;60(1):549–76 Available from: http://www.annualreviews.org/doi/10.1146/annurev.psych.58.110405.085530.
Cummings P. Missing data and multiple imputation. JAMA Pediatr. 2013;167(7):656–61.
Baraldi AN, Enders CK. An introduction to modern missing data analyses. Journal of school psychology [internet]. 2010;48(1):5–37. Available from: https://doi.org/10.1016/j.jsp.2009.10.001.
Graham JW, Olchowski AE, Gilreath TD. How many imputations are really needed? Some practical clarifications of multiple imputation theory. Prev Sci. 2007;8(3):206–13.
Siddiqui OI. Methods for computing missing item response in psychometric scale construction. American Journal of Biostatistics. 2015;5(1):1–6.
Gottschall AC, West SG, Enders CK. A comparison of item-level and scale-level multiple imputation for questionnaire batteries. Multivar Behav Res. 2012;47(1):1–25.
Mackinnon DP, Fairchild AJ, Fritz MS. Mediation analysis. 2007;
Imai K, Keele L. A general approach to causal mediation analysis a running example : the job search intervention 2010;15(4):309–334.
Imai K, Keele L, Yamamoto T. Identification , inference and sensitivity analysis for causal mediation effects 2010;25(1):51–71.
Imai K, Keele L. Comment on Pearl : Practical implications of theoretical results for causal mediation analysis 2014;19(4):482–487.
Nielsen NR, Kristensen TS, Schnohr P, Grønbæk M. Perceived stress and cause-specific mortality among men and women: results from a prospective cohort study. Am J Epidemiol. 2008;168(5):481–91.
Brunner E, Kivimaki M, Siegrist J, Theorell T, Luukkonen R, Riihima H, et al. Is the effect of work stress on cardiovascular mortality confounded by socioeconomic factors in the Valmet study ? J Epidemiol Community Health. 2004;58:1019–20.
Prior A, Fenger-grøn M, Larsen KK, Larsen FB, Robinson KM, Nielsen MG, et al. The association between perceived stress and mortality among people with multimorbidity : a prospective population-based cohort study. Am J Epidemiol. 2016;184(3):199–210.
Matthews K a, Gallo LC. Psychological perspectives on pathways linking socioeconomic status and physical health. Annual review of psychology [Internet]. 2011 Jan [cited 2012 Feb 29];62:501–30. Available from: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=3121154&tool=pmcentrez&rendertype=abstract
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Rodgers, J., Cuevas, A.G., Williams, D.R. et al. The relative contributions of behavioral, biological, and psychological risk factors in the association between psychosocial stress and all-cause mortality among middle- and older-aged adults in the USA. GeroScience 43, 655–672 (2021). https://doi.org/10.1007/s11357-020-00319-5
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DOI: https://doi.org/10.1007/s11357-020-00319-5