Hostname: page-component-78c5997874-v9fdk Total loading time: 0 Render date: 2024-11-17T17:06:11.446Z Has data issue: false hasContentIssue false

NEIGHBOURHOOD POVERTY, PERCEIVED DISCRIMINATION AND CENTRAL ADIPOSITY IN THE USA: INDEPENDENT ASSOCIATIONS IN A REPEATED MEASURES ANALYSIS

Published online by Cambridge University Press:  30 May 2016

Jamila L. Kwarteng*
Affiliation:
Medical College of Wisconsin, Milwaukee, WI, USA School of Public Health, University of Michigan, Ann Arbor, MI, USA
Amy J. Schulz
Affiliation:
School of Public Health, University of Michigan, Ann Arbor, MI, USA
Graciela B. Mentz
Affiliation:
School of Public Health, University of Michigan, Ann Arbor, MI, USA
Barbara A. Israel
Affiliation:
School of Public Health, University of Michigan, Ann Arbor, MI, USA
Trina R. Shanks
Affiliation:
School of Social Work, University of Michigan, Ann Arbor, MI, USA
Denise White Perkins
Affiliation:
Henry Ford Health System Institute on Multicultural Health, Detroit, MI, USA
*
1 Corresponding author. Email: [email protected]

Summary

This study examines the independent effects of neighbourhood context (i.e. neighbourhood poverty) and exposure to perceived discrimination in shaping risk of obesity over time. Weighted three-level hierarchical linear regression models for a continuous outcome were used to assess the independent effects of neighbourhood poverty and perceived discrimination on obesity over time in a sample of 157 non-Hispanic Black, non-Hispanic White and Hispanic adults in Detroit, USA, in 2002/2003 and 2007/2008. Independent associations were found between neighbourhood poverty and perceived discrimination with central adiposity over time. Residents of neighbourhoods with high concentrations of poverty were more likely to show increases in central adiposity compared with those in neighbourhoods with lower concentrations of poverty. In models adjusted for BMI, neighbourhood poverty at baseline was associated with a greater change in central adiposity among participants who lived in neighbourhoods in the second (B=3.79, p=0.025) and third (B=3.73, p=0.024) poverty quartiles, compared with those in the lowest poverty neighbourhoods. The results from models that included both neighbourhood poverty and perceived discrimination showed that both were associated with increased risk of increased central adiposity over time. Residents of neighbourhoods in the second (B=9.58, p<0.001), third (B=8.25, p=0.004) and fourth (B=7.66, p=0.030) quartiles of poverty were more likely to show greater increases in central adiposity over time, compared with those in the lowest poverty quartile, with mean discrimination at baseline independently and positively associated with increases in central adiposity over time (B=2.36, p=0.020). The results suggest that neighbourhood poverty and perceived discrimination are independently associated with a heightened risk of increase in central adiposity over time. Efforts to address persistent disparities in central adiposity in the USA should include strategies to reduce high concentrations of neighbourhood poverty as well as discrimination.

Type
Research Article
Copyright
Copyright © Cambridge University Press, 2016 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Ainsworth, B. E., Wilcox, S., Thompson, W. W., Richter, D. L. & Henderson, K. A. (2003) Personal, social, and physical environmental correlates of physical activity in African-American women in South Carolina. American Journal of Preventive Medicine 25(3), 2329.Google Scholar
Albert, M. A., Cozier, Y., Ridker, P. M., Palmer, J. R., Glynn, R. J., Rose, L. et al. (2010) Perceptions of race/ethnic discrimination in relation to mortality among Black women: results from the Black Women’s Health Study. Archives of Internal Medicine 170(10), 896904.Google Scholar
Albert, M. A. & Williams, D. R. (2011) Invited commentary: discrimination – an emerging target for reducing risk of cardiovascular disease? American Journal of Epidemiology 173(11), 12401243.Google Scholar
Björntorp, P. (1987) The associations between obesity, adipose tissue distribution and disease. Acta Medica Scandinavica 222(S723), 121134.CrossRefGoogle Scholar
Björntorp, P. (1997) Stress and cardiovascular disease. Acta Physiologica Scandinavica Supplementum 640, 144148.Google ScholarPubMed
Black, J. L. & Macinko, J. (2008) Neighborhoods and obesity. Nutrition Reviews 66(1), 220.Google Scholar
Bleich, S. N., Thorpe, R. J., Sharif-Harris, H., Fesahazion, R. & Laveist, T. A. (2010) Social context explains race disparities in obesity among women. Journal of Epidemiology and Community Health 64(5), 465469.Google Scholar
Block, G., Coyle, L. M., Hartman, A. M. & Scoppa, S. M. (1994) Revision of dietary analysis software for the Health Habits and History Questionnaire. American Journal of Epidemiology 139(12), 11901196.Google Scholar
Boardman, J. D., Onge, J. M. S., Rogers, R. G. & Denney, J. T. (2005) Race differentials in obesity: the impact of place. Journal of Health and Social Behavior 46(3), 229243.Google Scholar
Brenner, A., Zimmerman, M., Bauermeister, J. & Caldwell, C. (2013) Neighborhood context and perceptions of stress over time: an ecological model of neighborhood stressors and intrapersonal and interpersonal resources. American Journal of Community Psychology 51(3–4), 544556.Google Scholar
Brydon, L. (2011) Adiposity, leptin and stress reactivity in humans. Biological Psychology 86(2), 114120.Google Scholar
Carmichael, A. & Bates, T. (2004) Obesity and breast cancer: a review of the literature. The Breast 13(2), 8592.Google Scholar
Caterson, I. D., Hubbard, V., Bray, G. A., Grunstein, R., Hansen, B. C., Hong, Y. et al. (2004) Paper presented at the Prevention Conference VII. Circulation, American Heart Association, pp. e476–e483.Google Scholar
Cozier, Y. C., Wise, L. A., Palmer, J. R. & Rosenberg, L. (2009) Perceived racism in relation to weight change in the Black Women’s Health Study. Annals of Epidemiology 19(6), 379387.CrossRefGoogle ScholarPubMed
Cozier, Y. C., Yu, J., Coogan, P. F., Bethea, T. N., Rosenberg, L. & Palmer, J. R. (2014) Racism, segregation, and risk of obesity in the Black Women’s Health Study. American Journal of Epidemiology 179(7), 875883.Google Scholar
Cunningham, T. J., Berkman, L. F., Kawachi, I., Jacobs, D. R., Seeman, T. E., Kiefe, C. I. & Gortmaker, S. L. (2013) Changes in waist circumference and body mass index in the US CARDIA cohort: fixed-effects associations with self-reported experiences of racial/ethnic discrimination. Journal of Biosocial Science 45(2), 267278.Google Scholar
Dallman, M. F., La Fleur, S. E., Pecoraro, N. C., Gomez, F., Houshyar, H. & Akana, S. F. (2004) Minireview: glucocorticoids – food intake, abdominal obesity, and wealthy nations in 2004. Endocrinology 145(6), 26332638.Google Scholar
Diez Roux, A. V. & Mair, C. (2010) Neighborhoods and health. Annals of the New York Academy of Sciences 1186(1), 125145.Google Scholar
Ding, J., Visser, M., Kritchevsky, S. B., Nevitt, M., Newman, A., Sutton-Tyrrell, K. & Harris, T. B. (2004) The association of regional fat depots with hypertension in older persons of white and African American ethnicity. American Journal of Hypertension 17(10), 971976.Google Scholar
Do, D. P., Dubowitz, T., Bird, C. E., Lurie, N., Escarce, J. J. & Finch, B. K. (2007) Neighborhood context and ethnicity differences in body mass index: a multilevel analysis using the NHANES III survey (1988–1994). Economics & Human Biology 5(2), 179203.Google Scholar
Estabrooks, P. A., Lee, R. E. & Gyurcsik, N. C. (2003) Resources for physical activity participation: does availability and accessibility differ by neighborhood socioeconomic status? Annals of Behavioral Medicine 25(2), 100104.Google Scholar
Evans, G. W. (2004) The environment of childhood poverty. American Psychologist 59(2), 77.Google Scholar
Fisher, G. M. (1992) The Development of the Orshansky Poverty Thresholds and their subsequent history as the official US poverty measure. Social Security Bulletin 55(4), 314.Google Scholar
Franco, M., Diez Roux, A. V., Glass, T. A., Caballero, B. & Brancati, F. L. (2008) Neighborhood characteristics and availability of healthy foods in Baltimore. American Journal of Preventive Medicine 35(6), 561567.Google Scholar
Frazier, E., Franks, A. & Sanderson, L. (1992) Behavioral risk factor data. Using Chronic Disease Data: A Handbook for Public Health Practitioners, 4-1-4-17.Google Scholar
Fuller-Rowell, T. E., Evans, G. W. & Ong, A. D. (2012) Poverty and health the mediating role of perceived discrimination. Psychological Science 23(7), 734739.Google Scholar
Gee, G. C., Ro, A., Gavin, A. & Takeuchi, D. T. (2008) Disentangling the effects of racial and weight discrimination on body mass index and obesity among Asian Americans. American Journal of Public Health 98(3), 493500.Google Scholar
Gregg, E. W., Cheng, Y. J., Cadwell, B. L., Imperatore, G., Williams, D. E., Flegal, K. M. et al. (2005) Secular trends in cardiovascular disease risk factors according to body mass index in US adults. Journal of the American Medical Association 293(15), 18681874.CrossRefGoogle ScholarPubMed
Hickson, D. M. A., Lewis, T. T., Liu, J., Mount, D. L., Younge, S. N., Jenkins, W. C. et al. (2012) The associations of multiple dimensions of discrimination and abdominal fat in African American adults: The Jackson Heart Study. Annals of Behavioral Medicine 43(1), 414.Google Scholar
Hunte, H. & Williams, D. (2009) The association between perceived discrimination and obesity in a population-based multiracial and multiethnic adult sample. American Journal of Public Health 99(7), 12851292.Google Scholar
Hunte, H. E. R. (2011) Association between perceived interpersonal everyday discrimination and waist circumference over a 9-year period in the Midlife Development in the United States Cohort Study. American Journal of Epidemiology 173(11), 12321239.Google Scholar
Jackson, J. P., Knight, K. P. & Rafferty, J. M. (2010) Race and unhealthy behaviors: chronic stress, the HPA Axis, and physical and mental health disparities over the life course. American Journal of Public Health 100(5), 933.Google Scholar
Jackson, J. S. & Knight, K. M. (2006) Race and self-regulatory health behaviors: the role of the stress response and the HPA axis in physical and mental health disparities. In Carstensen, L. L. & Schaie, K. W. (eds) Social Structures, Aging, and Self-Regulation in the Elderly. Springer, New York, pp. 189207.Google Scholar
Jargowsky, P. A. (2013) Concentration of Poverty in the New Millennium: Changes in Prevalence, Composition, and Location of High-Poverty Neighborhoods. The Century Foundation, New York.Google Scholar
Kaaks, R., Lukanova, A. & Kurzer, M. S. (2002) Obesity, endogenous hormones, and endometrial cancer risk. Cancer Epidemiology Biomarkers & Prevention 11(12), 15311543.Google Scholar
Kennedy, E. T., Ohls, J., Carlson, S. & Fleming, K. (1995) The healthy eating index: design and applications. Journal of the American Dietetic Association 95(10), 11031108.Google Scholar
Koch, F. S., Sepa, A. & Ludvigsson, J. (2008) Psychological stress and obesity. Journal of Pediatrics 153(6), 839844.Google Scholar
Kwarteng, J. L., Schulz, A. J., Mentz, G. B., Zenk, S. N. & Opperman, A. A. (2013) Associations between observed neighborhood characteristics and physical activity: findings from a multiethnic urban community. Journal of Public Health 36(3), 358367.Google Scholar
Larson, N. I., Story, M. T. & Nelson, M. C. (2009) Neighborhood environments: disparities in access to healthy foods in the US. American Journal of Preventive Medicine 36(1), 7481.Google Scholar
Lazarus, R. & Folkman, S. (1984) Stress, Appraisal and Coping. Springer, New York.Google Scholar
Lee, H. (2011) Inequality as an explanation for obesity in the United States. Sociology Compass 5(3), 215232.Google Scholar
Lewis, T. T., Aiello, A. E., Leurgans, S., Kelly, J. & Barnes, L. L. (2010) Self-reported experiences of everyday discrimination are associated with elevated C-reactive protein levels in older African-American adults. Brain, Behavior, and Immunity 24(3), 438443.Google Scholar
Lewis, T. T., Kravitz, H. M., Janssen, I. & Powell, L. H. (2011) Self-reported experiences of discrimination and visceral fat in middle-aged African-American and Caucasian women. American Journal of Epidemiology 173(11), 12231231.Google Scholar
Lovasi, G. S., Hutson, M. A., Guerra, M. & Neckerman, K. M. (2009) Built environments and obesity in disadvantaged populations. Epidemiologic Reviews 31(1), 720.CrossRefGoogle ScholarPubMed
Mcewen, B. S. & Seeman, T. (2006) Protective and damaging effects of mediators of stress: elaborating and testing the concepts of allostasis and allostatic load. Annals of the New York Academy of Sciences 896(1), 3047.Google Scholar
Morland, K., Diez Roux, A. V. & Wing, S. (2006) Supermarkets, other food stores, and obesity: the atherosclerosis risk in communities study. American Journal of Preventive Medicine 30(4), 333339.Google Scholar
Pan, S. Y., Johnson, K. C., Ugnat, A. M., Wen, S. W. & Mao, Y. (2004) Association of obesity and cancer risk in Canada. American Journal of Epidemiology 159(3), 259268.Google Scholar
Powell, L., Slater, S., Mirtcheva, D., Bao, Y. & Chaloupka, F. (2007) Food store availability and neighborhood characteristics in the United States. Preventive Medicine 44(3), 189195.Google Scholar
Rooks, R. N., Xu, Y. & Williams, D. R. (2014) Examining neighborhood environment and central obesity in the YES health study. Journal of Social Issues 70(2), 360381.CrossRefGoogle Scholar
Sallis, J. F., Floyd, M. F., Rodríguez, D. A. & Saelens, B. E. (2012) Role of built environments in physical activity, obesity, and cardiovascular disease. Circulation 125(5), 729737.Google Scholar
Sallis, J. F. & Glanz, K. (2009) Physical activity and food environments: solutions to the obesity epidemic. Milbank Quarterly 87(1), 123154.Google Scholar
Schulz, A., Kannan, S., Dvonch, J., Israel, B., Allen III, A., James, S. A. et al. (2005) Social and physical environments and disparities in risk for cardiovascular disease: the Healthy Environments Partnership conceptual model. Environmental Health Perspectives 113(12), 18171825.Google Scholar
Schulz, A. J., Israel, B. A., Zenk, S. N., Parker, E. A., Lichtenstein, R., Shellman-Weir, S. & Klem, A. B. (2006) Psychosocial stress and social support as mediators of relationships between income, length of residence and depressive symptoms among African American women on Detroit’s eastside. Social Science & Medicine 62(2), 510522.Google Scholar
Schulz, A. J., Mentz, G., Lachance, L., Johnson, J., Gaines, C. & Israel, B. A. (2012) Associations between socioeconomic status and allostatic load: effects of neighborhood poverty and tests of mediating pathways. American Journal of Public Health 102(9), 17061714.Google Scholar
Troped, P. J., Wilson, J. S., Matthews, C. E., Cromley, E. K. & Melly, S. J. (2010) The built environment and location-based physical activity. American Journal of Preventive Medicine 38(4), 429438.Google Scholar
Truesdale, K., Stevens, J., Lewis, C., Schreiner, P., Loria, C. & Cai, J. (2006) Changes in risk factors for cardiovascular disease by baseline weight status in young adults who maintain or gain weight over 15 years: the CARDIA study. International Journal of Obesity 30(9), 13971407.Google Scholar
Vines, A., Baird, D., Stevens, J., Hertz-Picciotto, I., Light, K. & McNeilly, M. (2007) Associations of abdominal fat with perceived racism and passive emotional responses to racism in African American women. American Journal of Public Health 97(3), 526530.Google Scholar
Wardle, J., Chida, Y., Gibson, E. L., Whitaker, K. L. & Steptoe, A. (2011) Stress and adiposity: a meta‐analysis of longitudinal studies. Obesity 19(4), 771778.Google Scholar
Williams, D. & Mohammed, S. (2009) Discrimination and racial disparities in health: evidence and needed research. Journal of Behavioral Medicine 32(1), 2047.Google Scholar
Williams, D. R., Neighbors, H. W. & Jackson, J. S. (2008) Racial/ethnic discrimination and health: findings from community studies. American Journal of Public Health 98 (Supplement 1), S29S37.Google Scholar
Williams, D. R., Yan Yu, Jackson, J. S. & Anderson, N. B. (1997) Racial differences in physical and mental health. Journal of Health Psychology 2(3), 335351.Google Scholar
Williams Shanks, T. R. & Robinson, C. (2013) Assets, economic opportunity and toxic stress: a framework for understanding child and educational outcomes. Economics of Education Review 33, 154170.Google Scholar