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Differences That Matter

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Book cover Rethinking Social Epidemiology

Abstract

The practice of stratification based on variables or indicators such as race, ethnicity, gender and socioeconomic position has been integral in the development of a substantial body of the social epidemiologic literature demonstrating significant and persistent inequalities in health outcomes. However, it is time for social epidemiologists to recognize that mere demonstration of gradients is no longer enough. The identification of gaps and gradients based on these variables flags the presence of a potential problem but does not explain the underlying mechanisms. Yet these proxies are often treated as if they are the exposures responsible for the gaps in outcomes. In this chapter, we will explore how the practice of stratification in epidemiologic research can evolve to identify the real causes of the gaps and to inform interventions and evaluations of interventions that target identified health inequities. The key recommendations of this chapter are to:

  1. 1.

    Draw from strong theories about causal mechanisms, which must take into ­consideration the relational aspects of the groups we are comparing;

  2. 2.

    Undertake measurement of, and stratification by, the modifiable societal and contextual factors that lead to hierarchical power relations between socially defined groups; and

  3. 3.

    Undertake measurement of variables that accurately explain the heterogeneity of experiences within socially defined groups to ensure that groups or individuals are not essentialized, with a particular focus on the solution-linked variables responsible for the heterogeneity.

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References

  • Albert MA, Cozier Y, Ridker PM et al (2010) Perceptions of race/ethnic discrimination in relation to mortality among Black women: results from the Black Women’s Health Study. Arch Intern Med 170:896–904

    Article  PubMed  Google Scholar 

  • American Anthropological Association (1998) Statement on “race”. http://www.aaanet.org/stmts/racepp.htm. Accessed 25 Mar 2011

  • Barnes LL, de Leon CF, Lewis TT et al (2008) Perceived discrimination and mortality in a population-based study of older adults. Am J Public Health 98:1241–1247

    Article  PubMed  Google Scholar 

  • Berkman LF (2009) Social epidemiology: Social determinants of health in the United States: are we losing ground? Annu Rev Public Health 30:27–41

    Article  PubMed  Google Scholar 

  • Bleich SN, Thorpe RJ, Sharif-Harris H et al (2010) Social context explains race disparities in obesity among women. J Epidemiol Community Health 64:465–469

    Article  PubMed  Google Scholar 

  • Coburn D (2004) Beyond the income inequality hypothesis: class, neo-liberalism, and health inequalities. Soc Sci Med 58:41–56

    Article  PubMed  Google Scholar 

  • Cooper R, Kaufman J, Ward R (2003) Race and genomics. N Engl J Med 348:1166–1170

    Article  PubMed  Google Scholar 

  • Cummins S, Macintyre S (2002) A systematic study of an urban foodscape: the price and availability of food in greater Glasgow. J Urban Stud 39:2115–2130

    Article  Google Scholar 

  • David R, Collins J (2007) Disparities in infant mortality: what’s genetics got to do with it? Am J Public Health 97:1191–1197

    Article  PubMed  Google Scholar 

  • Donath J (2010) Anonymous job applications: German pilot project aims to reduce discrimination. Spiegel Online International. http://www.spiegel.de/international/business/0,1518,713711,00.html. Accessed 30 Dec 2010

  • Elmore JL (2002) Fluoxetine-association remission of ego-dystonic male homosexuality. Sex Disabil 20:149–151

    Article  Google Scholar 

  • Engel G (2002) The need for a new medical model – a challenge for biomedicine. In: Marks D (ed) The health psychology reader. Sage, London

    Google Scholar 

  • Farley R, Steeh C, Jackson T et al (1993) Continued racial residential segregation in Detroit: “Chocolate city, vanilla suburbs” revisited. J Hous Res 4:1–38

    Google Scholar 

  • Fujishiro K (2009) Is perceived racial privilege associated with health? Findings from the Behavioral Risk Factor Surveillance System. Soc Sci Med 68:840–844

    Article  PubMed  Google Scholar 

  • Glazier R, Booth G, Gozdyra P et al (2007) Neighbourhood environments and resources for healthy living – a focus on diabetes in Toronto: ICES Atlas. Institute for Clinical Evaluative Sciences, Toronto

    Google Scholar 

  • Gravlee CC (2009) How race becomes biology: embodiment of social inequality. Am J Phys Anthropol 139:47–57

    Article  PubMed  Google Scholar 

  • Green TL, Darity WA Jr (2010) Under the skin: using theories from biology and the social sciences to explore the mechanisms behind the black-white health gap. Am J Public Health 100:S36–S40

    Article  PubMed  Google Scholar 

  • Gunaratnam Y (2003) Researching race and ethnicity: methods, knowledge and power. Sage, London

    Google Scholar 

  • Hallal PC, Azevedo MR, Reichert FF et al (2005) Who, when, and how much? Epidemiology of walking in a middle-income country. Am J Prev Med 28:156–161

    Article  PubMed  Google Scholar 

  • Hofrichter R (2006) Tackling health inequities through public health practice: a handbook for action. The National Association of County and City Health Officials, Washington, DC

    Google Scholar 

  • James SA (2009) Epidemiologic research on health disparities: some thoughts on history and current developments. Epidemiol Rev 31:1–6

    Article  PubMed  Google Scholar 

  • Kim AE, Kumanyika S, Shive D et al (2010) Coverage and framing of racial and ethnic health disparities in US newspapers, 1996–2005. Am J Public Health 100:S224–S231

    Article  PubMed  Google Scholar 

  • Kramer MR, Hogue CR (2009) Is segregation bad for your health? Epidemiol Rev 31:178–194

    Article  PubMed  Google Scholar 

  • Krieger N (1992) The making of public health data: paradigms, politics, and policy. J Public Health Policy 13:412–427

    Article  PubMed  CAS  Google Scholar 

  • Krieger N (2000) Discrimination and health. In: Berkman LF, Kawachi I (eds) Social epidemiology. Oxford University Press, Oxford

    Google Scholar 

  • Krieger N (2001) Theories for social epidemiology in the 21st century: an ecosocial perspective. Int J Epidemiol 30:668–677

    Article  PubMed  CAS  Google Scholar 

  • Krieger N (2003) Does racism harm health? Did child abuse exist before 1962? On explicit ­questions, critical science, and current controversies: an ecosocial perspective. Am J Public Health 93:194–199

    Article  PubMed  Google Scholar 

  • Krieger N, Rowley DL, Herman AA et al (1993) Racism, sexism, and social class: implications for studies of health, disease, and well-being. Am J Prev Med 9:82–122

    PubMed  CAS  Google Scholar 

  • Krieger N, Williams DR, Moss NE (1997) Measuring social class in US public health research: concepts, methodologies, and guidelines. Annu Rev Public Health 18:341–378

    Article  PubMed  CAS  Google Scholar 

  • Lamont M (2009) Responses to racism, health, and social inclusion as a dimension of successful societies. In: Hall PA, Lamont M (eds) Successful societies: how institutions and culture affect health. Cambridge University Press, New York

    Google Scholar 

  • Love C, David RJ, Rankin KM et al (2010) Exploring weathering: effects of lifelong economic environment and maternal age on low birth weight, small for gestational age, and pre-term birth in African-American and white women. Am J Epidemiol 172:127–134

    Article  PubMed  Google Scholar 

  • Manly JJ (2006) Deconstructing race and ethnicity: implications for measurement of health ­outcomes. Med Care 44:S10–S16

    Article  PubMed  Google Scholar 

  • McMurray RG, Harrell JS, Deng S et al (2000) The influence of physical activity, socioeconomic status, and ethnicity on the weight status of adolescents. Obes Res 8:130–139

    Article  PubMed  CAS  Google Scholar 

  • Muntaner C, Nieto J, O’Campo P (1996) The bell curve: on race, social class, and epidemiologic research. Am J Epidemiol 144:531–536

    PubMed  CAS  Google Scholar 

  • Muntaner C, Borell C, Ng E et al (2011) Politics, welfare regimes, and population health: controversies and evidence. Sociology of Health & Illness 33(6):946–964

    Google Scholar 

  • Norbeck JS, DeJoseph JF, Smith RT (1996) A randomized trial of an empirically-derived social support intervention to prevent low birthweight among African American women. Soc Sci Med 43:947–954

    Article  PubMed  CAS  Google Scholar 

  • O’Campo P (2007) Equity and Distributive Justice. Background paper prepared for the 10th International Medical Workforce Conference, Vancouver, Canada 2006

    Google Scholar 

  • O’Campo P, Burke J (2004) Recommendations on the use of socioeconomic position indicators to better understand racial inequalities in health. In: Ver Ploeg M, Perrin E (eds) Eliminating health disparities: measurement and data needs. National Academies Press, Washington, DC

    Google Scholar 

  • O’Campo P, Eaton W, Muntaner C (2004) Labor market experience, work organization, gender inequalities and health status: results from a prospective analysis of US employed women. Soc Sci Med 58:585–594

    Article  PubMed  Google Scholar 

  • Perry M (1996) The relationship between social class and mental disorder. J Prim Prev 17:17–30

    Article  Google Scholar 

  • Polaschek NR (1998) Cultural safety: a new concept in nursing people of different ethnicities. J Adv Nurs 27:452–457

    Article  PubMed  CAS  Google Scholar 

  • Putnam S, Galea S (2008) Epidemiology and the macrosocial determinants of health. J Public Health Policy 29:275–289

    Article  PubMed  Google Scholar 

  • Randall V (2006) Dying while Black: an indepth look at a crisis the American healthcare system. Seven Principles Press, Dayton

    Google Scholar 

  • Roman CV (2010) Fifty years’ progress of the American Negro in health and sanitation. Am J Public Health 100:S66–S68

    Google Scholar 

  • Ruffin J (2010) The science of eliminating health disparities: embracing a new paradigm. Am J Public Health 100:S8–S9

    Article  PubMed  Google Scholar 

  • Sayer A (1992) Method in social science: a realist approach, 2nd edn. Routledge, London

    Google Scholar 

  • Shankardass K, Solar O, Murphy K et al (2010a) Health in all policies: a snapshot for Ontario. Results of a realist-informed scoping review of the literature. In: Getting started with Health in All Policies: a resource pack. Report to the Ministry of Health and Long-Term Care (Ontario). Centre for Research on Inner City Health, St. Michael’s Hospital, Toronto. http://www.stmichaelshospital.com/knowledgeinstitute/search/details.php?id=18218&page=1. Accessed 12 May 2011

  • Shim J (2002) Understanding the routinised inclusion of race, socioeconomic status and sex in epidemiology: the utility of concepts from technosicence studies. Sociol Health Illn 24:129–150

    Article  Google Scholar 

  • Singh-Manoux A, Ferrie J, Chandola T et al (2004) Socioeconomic trajectories across the life course and health outcomes in midlife: evidence for the accumulation hypothesis? Int J Epidemiol 33:1072–1079

    Article  PubMed  Google Scholar 

  • Smith GD, Hart C, Blane D et al (1997) Lifetime socioeconomic position and mortality: prospective observational study. Br Med J 314:547–552

    CAS  Google Scholar 

  • Stallones R (1980) To advance epidemiology. Ann Rev Public Health 1:69–82

    Article  CAS  Google Scholar 

  • Stanfield J, Dennis R (1993) Race and ethnicity in research methods. Sage, Newbury Park

    Google Scholar 

  • Statistics Canada (2009) Visible minority population and population group reference guide, 2006 Census. Catalogue no. 97-562-GWE2006003. http://www12.statcan.gc.ca/census-recensement/2006/ref/rp-guides/visible_minority-minorites_visibles-eng.cfm. Accessed 25 Mar 2011

  • Susser M (1985) Epidemiology in the United States after World War II: the evolution of technique. Epidemiol Rev 7:147–177

    PubMed  CAS  Google Scholar 

  • Syme L (2008) Reducing racial and social-class inequalities in health: the need for a new approach. Heal Aff 27:456–459

    Article  Google Scholar 

  • U.S. Department of Energy, Office of Science (2003) Exploring genetics issues relevant to minority communities. http://www.ornl.gov/hgmis/elsi/minorities.html. Accessed 25 Mar 2011

  • Wallace B (2008) Toward equity in health: a new global approach to health disparities. Springer, New York

    Google Scholar 

  • Werbner P (2003) A “treacherous bind”: working with and against racial categories. In: Gunaratnam Y (ed) Researching race and ethnicity: methods, knowledge and power. Sage, London

    Google Scholar 

  • Wright E (2008) Logics of class analysis. In: Lareau A, Conley D (eds) Social class: how does it work? Russell Sage, New York

    Google Scholar 

  • Zucker KJ, Spitzer RL (2005) Was the gender identity disorder of childhood diagnosis introduced into DSM-III as a backdoor maneuver to replace homosexuality? A historical note. J Sex Marital Ther 31:31–42

    Article  PubMed  Google Scholar 

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Correspondence to Aisha Lofters .

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Lofters, A., O’Campo, P. (2012). Differences That Matter. In: O’Campo, P., Dunn, J. (eds) Rethinking Social Epidemiology. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-2138-8_5

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