Socioeconomic Determinants of Systolic Blood Pressure; Minorities’ Diminished Returns

Document Type : Original Article

Author

Charles R Drew University of Medicine and Science, Los Angeles, CA, USA

Abstract

Background: Although socioeconomic position (SEP) is associated with better health, the protective effects of high SEP may be smaller for racial and ethnic minorities than Whites, as explained by Minorities' Diminished Returns theory. It is still unknown whether the association between SEP and systolic blood pressure (SBP) differs for racial and ethnic groups. The current study racial and ethnic variation in the association between SEP (education attainment and household income) and SBP among American adults.
Methods: The National Health and Nutrition Examination Survey (NHANES; 2005-2006) included 4773 adults 20 years or older. Education attainment and household income were the predictor variables, SBP was the outcome variable, age and gender were the covariates, and race/ethnicity was the effect modifier. Multiple linear regression models were used in the pooled sample and each race/ethnicity.
Results: In the pooled sample, higher education attainment and household income were associated with lower SBP, net of race, ethnicity, age, and gender. Race/ethnic stratified linear regression models showed protective effects of education attainment and household income against high SBP for Non-Hispanic Whites, a protective effect of household income for Other Hispanics, and no protective effects of education attainment or household income for other race/ethnic groups.
Conclusions: The health gain that follows SEP (education attainment and household income) are simply larger for the socially and economically privileged group (non-Hispanic Whites) and minimized for racial and ethnic groups. Given that the Minorities’ Diminished Returns exist, policies and solutions that merely focus on reducing the racial gap in SEP may not eliminate the pervasive racial and ethnic gap in health problems including high SBP.

Keywords


References
1.         Link BG, Phelan J. Social conditions as fundamental causes of disease. J Health Soc Behav. 1995;Spec No:80-94.
2.         Link BG, Northridge ME, Phelan JC, Ganz ML. Social epidemiology and the fundamental cause concept: on the structuring of effective cancer screens by socioeconomic status. Milbank Q. 1998;76(3):375-402, 304-5.
3.         Phelan JC, Link BG, Tehranifar P. Social conditions as fundamental causes of health inequalities: theory, evidence, and policy implications. J Health Soc Behav. 2010;51 Suppl:S28-40.
4.         Assari S. Unequal Gain of Equal Resources across Racial Groups. Int J Health Policy Manag. 2017;7(1):1-9.
5.         Assari S. Health Disparities due to Diminished Return among Black Americans: Public Policy Solutions. Social Issues and Policy Review. 2018;12(1):112-45.
6.         Merkin SS, Karlamangla A, Crimmins E, Charette SL, Hayward M, Kim JK, et al. Education differentials by race and ethnicity in the diagnosis and management of hypercholesterolemia: a national sample of U.S. adults (NHANES 1999-2002). Int J Public Health. 2009;54(3):166-74.
7.         Brown DC, Hayward MD, Montez JK, Hummer RA, Chiu CT, Hidajat MM. The significance of education for mortality compression in the United States. Demography. 2012;49(3):819-40.
8.         Montez JK, Zajacova A, Hayward MD, Woolf SH, Chapman D, Beckfield J. Educational Disparities in Adult Mortality Across U.S. States: How Do They Differ, and Have They Changed Since the Mid-1980s? Demography. 2019.
9.         Assari S, Caldwell CH, Zimmerman MA. Family Structure and Subsequent Anxiety Symptoms; Minorities' Diminished Return. Brain Sci. 2018;8(6).
10.       Assari S, Lapeyrouse LM, Neighbors HW. Income and Self-Rated Mental Health: Diminished Returns for High Income Black Americans. Behav Sci (Basel). 2018;8(5).
11.       Assari S, Caldwell CH, Mincy R. Family Socioeconomic Status at Birth and Youth Impulsivity at Age 15; Blacks' Diminished Return. Children (Basel). 2018;5(5).
12.       Assari S. Socioeconomic Status and Self-Rated Oral Health; Diminished Return among Hispanic Whites. Dent J (Basel). 2018;6(2).
13.       Assari S, Farokhnia M, Mistry R. Education Attainment and Alcohol Binge Drinking: Diminished Returns of Hispanics in Los Angeles. Behav Sci (Basel). 2019;9(1).
14.       Assari S. Parental Educational Attainment and Mental Well-Being of College Students; Diminished Returns of Blacks. Brain Sci. 2018;8(11).
15.       Assari S. Educational Attainment Better Protects African American Women than African American Men Against Depressive Symptoms and Psychological Distress. Brain Sci. 2018;8(10).
16.       Assari S, Preiser B, Kelly M. Education and Income Predict Future Emotional Well-Being of Whites but Not Blacks: A Ten-Year Cohort. Brain Sci. 2018;8(7).
17.       Assari S, Moghani Lankarani M. Poverty Status and Childhood Asthma in White and Black Families: National Survey of Children's Health. Healthcare (Basel). 2018;6(2).
18.       Assari S. Family Income Reduces Risk of Obesity for White but Not Black Children. Children (Basel). 2018;5(6).
19.       Assari S, Hani N. Household Income and Children's Unmet Dental Care Need; Blacks' Diminished Return. Dent J (Basel). 2018;6(2).
20.       Assari S. Life Expectancy Gain Due to Employment Status Depends on Race, Gender, Education, and Their Intersections. J Racial Ethn Health Disparities. 2018;5(2):375-86.
21.       Assari S, Mistry R. Educational Attainment and Smoking Status in a National Sample of American Adults; Evidence for the Blacks' Diminished Return. Int J Environ Res Public Health. 2018;15(4).
22.       Assari S. High Income Protects Whites but Not African Americans against Risk of Depression. Healthcare (Basel). 2018;6(2).
23.       Assari S, Caldwell CH. Family Income at Birth and Risk of Attention Deficit Hyperactivity Disorder at Age 15: Racial Differences. Children (Basel). 2019;6(1).
24.       Assari S, Lankarani MM. Race and Urbanity Alter the Protective Effect of Education but not Income on Mortality. Front Public Health. 2016;4:100.
25.       Assari S. Blacks' Diminished Return of Education Attainment on Subjective Health; Mediating Effect of Income. Brain Sci. 2018;8(9).
26.       Assari S, Thomas A, Caldwell CH, Mincy RB. Blacks' Diminished Health Return of Family Structure and Socioeconomic Status; 15 Years of Follow-up of a National Urban Sample of Youth. J Urban Health. 2018;95(1):21-35.
27.       Basu S, Millett C. Social epidemiology of hypertension in middle-income countries: determinants of prevalence, diagnosis, treatment, and control in the WHO SAGE study. Hypertension. 2013;62(1):18-26.
28.       Wang Z, Yue X, Wang H, Bao C, Xu W, Chen L, et al. Relation of socioeconomic status to hypertension occurrence. Int J Cardiol. 2014;173(3):544-5.
29.       Rahman M, H SE, Islam MJ, Mostofa MG, Saadat KA. Association of socioeconomic status with diagnosis, treatment and control of hypertension in diabetic hypertensive individuals in Bangladesh: a population-based cross-sectional study. JRSM Open. 2015;6(10):2054270415608118.
30.       Baek TH, Lee HY, Lim NK, Park HY. Gender differences in the association between socioeconomic status and hypertension incidence: the Korean Genome and Epidemiology Study (KoGES). BMC Public Health. 2015;15:852.
31.       Leng B, Jin Y, Li G, Chen L, Jin N. Socioeconomic status and hypertension: a meta-analysis. J Hypertens. 2015;33(2):221-9.
32.       Sharma SR, Mishra SR, Wagle K, Page R, Matheson A, Lambrick D, et al. Social determinants of common metabolic risk factors (high blood pressure, high blood sugar, high body mass index and high waist-hip ratio) of major non-communicable diseases in South Asia region: a systematic review protocol. Syst Rev. 2017;6(1):183.
33.       Owolabi EO, Goon DT, Adeniyi OV, Seekoe E. Social epidemiology of hypertension in Buffalo City Metropolitan Municipality (BCMM): cross-sectional study of determinants of prevalence, awareness, treatment and control among South African adults. BMJ Open. 2017;7(6):e014349.
34.       McClintock HF, Bogner HR. Incorporating Patients' Social Determinants of Health into Hypertension and Depression Care: A Pilot Randomized Controlled Trial. Community Ment Health J. 2017;53(6):703-10.
35.       Assari S. Does School Racial Composition Explain Why High Income Black Youth Perceive More Discrimination? A Gender Analysis. Brain Sci. 2018;8(8).
36.       Assari S, Moghani Lankarani M. Workplace Racial Composition Explains High Perceived Discrimination of High Socioeconomic Status African American Men. Brain Sci. 2018;8(8).
37.       Assari S, Lankarani MM, Caldwell CH. Does Discrimination Explain High Risk of Depression among High-Income African American Men? Behav Sci (Basel). 2018;8(4).
38.       Hudson DL, Bullard KM, Neighbors HW, Geronimus AT, Yang J, Jackson JS. Are benefits conferred with greater socioeconomic position undermined by racial discrimination among African American men? J Mens Health. 2012;9(2):127-36.
39.       Assari S, Caldwell CH, Mincy RB. Maternal Educational Attainment at Birth Promotes Future Self-Rated Health of White but Not Black Youth: A 15-Year Cohort of a National Sample. J Clin Med. 2018;7(5).
40.       Assari S. Parental Education Better Helps White than Black Families Escape Poverty: National Survey of Children’s Health. Economies. 2018;6(2):30.
41.       Fuller-Rowell TE, Doan SN. The social costs of academic success across ethnic groups. Child Dev. 2010;81(6):1696-713.
42.       Fuller-Rowell TE, Curtis DS, Doan SN, Coe CL. Racial disparities in the health benefits of educational attainment: a study of inflammatory trajectories among African American and white adults. Psychosom Med. 2015;77(1):33-40.
43.       Krieger N, Williams D, Zierler S. "Whiting out" white privilege will not advance the study of how racism harms health. Am J Public Health. 1999;89(5):782-3; author reply 4-5.
44.       Krieger N. Epidemiology, racism, and health: the case of low birth weight. Epidemiology. 2000;11(3):237-9.
45.       Rich-Edwards J, Krieger N, Majzoub J, Zierler S, Lieberman E, Gillman M. Maternal experiences of racism and violence as predictors of preterm birth: rationale and study design. Paediatr Perinat Epidemiol. 2001;15 Suppl 2:124-35.
46.       Krieger N. 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. 2003;93(2):194-9.
47.       Parrott RL, Silk KJ, Dillow MR, Krieger JL, Harris TM, Condit CM. Development and validation of tools to assess genetic discrimination and genetically based racism. J Natl Med Assoc. 2005;97(7):980-90.
48.       Krieger N, Smith K, Naishadham D, Hartman C, Barbeau EM. Experiences of discrimination: validity and reliability of a self-report measure for population health research on racism and health. Soc Sci Med. 2005;61(7):1576-96.
49.       Krieger N. 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. 2008;98(9 Suppl):S20-5.
50.       Krieger N. Living and Dying at the Crossroads: Racism, Embodiment, and Why Theory Is Essential for a Public Health of Consequence. Am J Public Health. 2016;106(5):832-3.
51.       Bassett MT, Krieger N, Bailey Z. Charlottesville: blatant racism, not grievances, on display. Lancet. 2017;390(10109):2243.
52.       Bailey ZD, Krieger N, Agenor M, Graves J, Linos N, Bassett MT. Structural racism and health inequities in the USA: evidence and interventions. Lancet. 2017;389(10077):1453-63.
53.       Assari S. Parental Education Attainment and Educational Upward Mobility; Role of Race and Gender. Behav Sci (Basel). 2018;8(11).
54.       Assari S. Race, Intergenerational Social Mobility and Stressful Life Events. Behav Sci (Basel). 2018;8(10).
55.       Assari S. Education Attainment and ObesityDifferential Returns Based on Sexual Orientation. Behav Sci (Basel). 2019;9(2).
56.       Assari S, Lankarani MM. Education and Alcohol Consumption among Older Americans; Black-White Differences. Front Public Health. 2016;4:67.
57.       Assari S, Nikahd A, Malekahmadi MR, Lankarani MM, Zamanian H. Race by Gender Group Differences in the Protective Effects of Socioeconomic Factors Against Sustained Health Problems Across Five Domains. J Racial Ethn Health Disparities. 2016.
58.       Muhammad M, De Loney EH, Brooks CL, Assari S, Robinson D, Caldwell CH. "I think that's all a lie...I think It's genocide": Applying a Critical Race Praxis to Youth Perceptions of Flint Water Contamination. Ethn Dis. 2018;28(Suppl 1):241-6.
59.       Ndobo A, Faure A, Boisselier J, Giannaki S. The ethno-racial segmentation jobs: The impacts of the occupational stereotypes on hiring decisions. J Soc Psychol. 2018;158(6):663-79.