Substance Abuse and Mental Health Services Administration. Key substance use and mental health indicators in the United States: results from the 2016 National Survey on Drug Use and Health (HHS Publication No. SMA 17-5044, NSDUH Series H-52) Rockville, MD: Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration Retrieved on February 8, 2019 (https://www.samhsa.gov/data).2017.
Wolff J, de-Shalit A. Disadvantage. Oxford political theory. New York: Oxford University Press; 2007.
Google Scholar
Brown TN, Donato KM, Laske MT, Duncan EM. Race, nativity, ethnicity, and cultural influences in the sociology of mental health. In C. S. Aneshensel, J. C. Phelan, & A. Bierman (Eds.), Handbooks of sociology and social research. Handbook of the sociology of mental health (pp. 255–276). New York, NY, US: Springer Science + Business Media.
Hudson DL, Puterman E, Bibbins-Domingo K, Matthews KA, Adler NE. Race, life course socioeconomic position, racial discrimination, depressive symptoms and self-rated health. Soc Sci Med. 2013;97:7–14.
PubMed
Google Scholar
Bourdieu P. The forms of capital (1986). In: Szeman I, Kaposy T, editors. Cultural theory: an anthology. West Sussex: John Wiley and Sons; 2011. p. 81–93.
Google Scholar
Breslau J, Aguilar-Gaxiola S, Kendler KS, Su M, Williams D, Kessler RC. Specifying race-ethnic differences in risk for psychiatric disorder in a USA national sample. Psychol Med. 2006;36(01):57–68.
PubMed
Google Scholar
Kessler RC, Chiu WT, Demler O, Walters EE. Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry. 2005;62(6):617–27.
PubMed
PubMed Central
Google Scholar
Barnes DM, Keyes KM, Bates LM. Racial differences in depression in the United States: how do subgroup analyses inform a paradox? Soc Psychiatry Psychiatr Epidemiol. 2013;48(12):1941–9. https://doi.org/10.1007/s00127-013-0718-7.
Article
PubMed
Google Scholar
Assari S, Lankarani M, Caldwell C. Does discrimination explain high risk of depression among high-income African American men? Behav Sci. 2018;8(4):40.
PubMed Central
Google Scholar
Assari S. Unequal gain of equal resources across racial groups. Int J Health Policy Manag. 2018;7(1):1.
PubMed
Google Scholar
Assari S. Health disparities due to diminished return among black Americans: public policy solutions. Soc Issues Policy Rev. 2018;12(1):112–45.
Google Scholar
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 Men's Health. 2012;9(2):127–36.
Google Scholar
Sellers SL, Neighbors HW. Effects of goal-striving stress on the mental health of black Americans. J Health Soc Behav. 2008;49(1):92–103.
PubMed
Google Scholar
Oakes JM, Rossi PH. The measurement of SES in health research: current practice and steps toward a new approach. Soc Sci Med. 2003;56(4):769–84.
PubMed
Google Scholar
Scharoun-Lee M, Gordon-Larsen P, Adair LS, Popkin BM, Kaufman JS, Suchindran CM. Intergenerational profiles of socioeconomic (dis) advantage and obesity during the transition to adulthood. Demography. 2011;48(2):625–51.
PubMed
Google Scholar
Abel T. Cultural capital and social inequality in health. J Epidemiol Community Health. 2008;62(7):e13.
CAS
PubMed
Google Scholar
Veenstra G. Social space, social class and Bourdieu: health inequalities in British Columbia, Canada. Health Place. 2007;13(1):14–31.
PubMed
Google Scholar
Lorant V, Deliège D, Eaton W, Robert A, Philippot P, Ansseau M. Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol. 2003;157(2):98–112.
CAS
PubMed
Google Scholar
Fiscella K, Franks P, Doescher MP, Saver BG. Disparities in health care by race, ethnicity, and language among the insured: findings from a national sample. Health Care. 2002;40(1):52–9.
Google Scholar
Pearlin LI, Schieman S, Fazio EM, Meersman SC. Stress, health, and the life course: some conceptual perspectives. J Health Soc Behav. 2005;46(2):205–19. https://doi.org/10.1177/002214650504600206.
Article
PubMed
Google Scholar
Fryers T, Melzer D, Jenkins R. Social inequalities and the common mental disorders. Soc Psychiatry Psychiatr Epidemiol. 2003;38(5):229–37.
PubMed
Google Scholar
Zimmerman FJ, Katon W. Socioeconomic status, depression disparities, and financial strain: what lies behind the income-depression relationship. Health Econ. 2005;14(12):1197–215. https://doi.org/10.1002/HEC.1011.
Article
PubMed
Google Scholar
Ross CE. Neighborhood disadvantage and adult depression. J Health Soc Behav. 2000;41(2):177–87.
Google Scholar
Thoits PA. Mechanisms linking social ties and support to physical and mental health. J Health Soc Behav. 2011;52(2):145–61.
PubMed
Google Scholar
Frech A, Williams K. Depression and the psychological benefits of entering marriage. J Health Soc Behav. 2007;48(2):149–63.
PubMed
Google Scholar
Maselko J, Hayward RD, Hanlon A, Buka S, Meador K. Religious service attendance and major depression: a case of reverse causality? Am J Epidemiol. 2012;175(6):576–83.
PubMed
PubMed Central
Google Scholar
Thoits PA, Hewitt LN. Volunteer work and well-being. J Health Soc Behav. 2001;42:115–31.
CAS
PubMed
Google Scholar
Barber BK, Stolz HE, Olsen JA, Collins WA, Burchinal M. Parental support, psychological control, and behavioral control: assessing relevance across time, culture, and method. Monogr Soc Res Child Dev. 2005;70(4):i–147.
Google Scholar
Cuypers K, Krokstad S, Holmen TL, Knudtsen MS, Bygren LO, Holmen J. Patterns of receptive and creative cultural activities and their association with perceived health, anxiety, depression and satisfaction with life among adults: the HUNT study, Norway. J Epidemiol Community Health. 2012;66(8):698–703.
PubMed
Google Scholar
Swidler A. Culture in action: symbols and strategies. Am Sociol Rev. 1986;51(2):273–86. https://doi.org/10.2307/2095521.
Article
Google Scholar
Baumeister RF. Self-esteem: the puzzle of low self-regard. Springer Science & Business Media: New York; 2013.
Google Scholar
Ross CE, Mirowsky J. Sex differences in the effect of education on depression: resource multiplication or resource substitution? Soc Sci Med. 2006;63(5):1400–13.
PubMed
Google Scholar
Klein DN, Kotov R, Bufferd SJ. Personality and depression: explanatory models and review of the evidence. Annu Rev Clin Psychol. 2011;7:269–95.
PubMed
PubMed Central
Google Scholar
Ehlinger PP, Blashill AJ. Self-perceived vs actual physical attractiveness: associations with depression as a function of sexual orientation. J Affect Disord. 2016;189:70–6.
PubMed
Google Scholar
Anderson C, John OP, Keltner D, Kring AM. Who attains social status? Effects of personality and physical attractiveness in social groups. J Pers Soc Psychol. 2001;81(1):116–3.
CAS
PubMed
Google Scholar
Williams DR, Sternthal M. Understanding racial-ethnic disparities in health: sociological contributions. J Health Soc Behav. 2010;51(1 supplement):S15–27. https://doi.org/10.1177/0022146510383838.
Article
PubMed
PubMed Central
Google Scholar
Williams DR, Neighbors HW, Jackson JS. Racial/ethnic discrimination and health: findings from community studies. Am J Public Health. 2003;93(2):200–8.
PubMed
PubMed Central
Google Scholar
Case A, Deaton A. Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proc Natl Acad Sci. 2015;112(49):15078–83.
CAS
PubMed
PubMed Central
Google Scholar
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. 2017;4(5):884–94.
Google Scholar
Pickett KE, Wilkinson RG. People like us: ethnic group density effects on health. Ethn Health. 2008;13(4):321–34.
PubMed
Google Scholar
Mitchell CU, LaGory M. Social capital and mental distress in an impoverished community. City Community. 2002;1(2):199–222.
Google Scholar
Bonilla-Silva E. Racism without racists: color-blind racism and the persistence of racial inequality in America. Fourth ed. Lanham: Rowman & Littlefield Publishers, Inc.; 2014.
Google Scholar
Cottom TM. Thick: and other essays. New York: The New Press; 2018.
Google Scholar
Orfield G, Lee C. Why segregation matters: poverty and educational inequality. In: Civil Rights Project at Harvard University, editor. Cambridge: MA; 2005.
Assari S. Combined racial and gender differences in the long-term predictive role of education on depressive symptoms and chronic medical conditions. J Racial Ethn Health Disparities. 2017;4(3):385–96.
PubMed
Google Scholar
Yosso TJ. Whose culture has capital? A critical race theory discussion of community cultural wealth. Race Ethn Educ. 2005;8(1):69–91.
Google Scholar
Harris KM, Udry JR. National longitudinal study of adolescent to adult health (add health), 1994-2008 [public use]. Inter-University Consortium for Political and Social Research (ICPSR) 2014.
Eaton WW, Smith C, Ybarra M, Muntaner C, Tien A. Center for Epidemiologic Studies Depression Scale: review and revision (CESD and CESD-R). In: Maruish ME, editor. The use of psychological testing for treatment planning and outcomes assessment: instruments for adults. Mahwah: Lawrence Erlbaum Associates Publishers; 2004. p. 363–77.
Google Scholar
Van Dam NT, Earleywine M. Validation of the Center for Epidemiologic Studies Depression Scale—Revised (CESD-R): pragmatic depression assessment in the general population. Psychiatry Res. 2011;186(1):128–32.
PubMed
Google Scholar
Gotlib IH, Lewinsohn PM, Seeley JR. Symptoms versus a diagnosis of depression: differences in psychosocial functioning. J Consult Clin Psychol. 1995;63(1):90–100.
CAS
PubMed
Google Scholar
Sclar DA, Robison LM, Skaer TL. Ethnicity/race and the diagnosis of depression and use of antidepressants by adults in the United States. Int Clin Psychopharmacol. 2008;23(2):106–9.
PubMed
Google Scholar
Neighbors HW, Woodward AT, Bullard KM, Ford BC, Taylor RJ, Jackson JS. Mental health service use among older African Americans: the National Survey of American Life. Am J Geriatr Psychiatry. 2008;16(12):948–56.
PubMed
PubMed Central
Google Scholar
Brown C, Conner KO, Copeland VC, Grote N, Beach S, Battista D, et al. Depression stigma, race, and treatment seeking behavior and attitudes. J Community Psychol. 2010;38(3):350–68.
PubMed
PubMed Central
Google Scholar
Conner KO, Copeland VC, Grote NK, Koeske G, Rosen D, Reynolds CF III, et al. Mental health treatment seeking among older adults with depression: the impact of stigma and race. Am J Geriatr Psychiatry. 2010;18(6):531–43.
PubMed
PubMed Central
Google Scholar
Uebelacker LA, Strong D, Weinstock LM, Miller IW. Use of item response theory to understand differential functioning of DSM-IV major depression symptoms by race, ethnicity and gender. Psychol Med. 2009;39(4):591–601.
CAS
PubMed
Google Scholar
Perreira KM, Deeb-Sossa N, Harris KM, Bollen K. What are we measuring? An evaluation of the CES-D across race/ethnicity and immigrant generation. Soc Forces. 2005;83(4):1567–601.
Google Scholar
Mirowsky J, Ross CE. Age and depression. J Health Soc Behav. 1992;33:187–205.
CAS
PubMed
Google Scholar
Muthén B, Muthén LK. Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. Alcohol Clin Exp Res. 2000;24(6):882–91.
PubMed
Google Scholar
Asparouhov T, Muthén B. Auxiliary variables in mixture modeling: three-step approaches using M plus. Struct Equ Model Multidiscip J. 2014;21(3):329–41.
Google Scholar
Zhou M, Thayer WM, Bridges JF. Using latent class analysis to model preference heterogeneity in health: a systematic review. PharmacoEconomics. 2018;36(2):175–87.
PubMed
Google Scholar
Nylund KL, Asparouhov T, Muthén BO. Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study. Struct Equ Model. 2007;14(4):535–69.
Google Scholar
Nagin DS, Land KC. Age, criminal careers, and population heterogeneity: specification and estimation of a nonparametric, mixed Poisson model. Criminology. 1993;31(3):327–62.
Google Scholar
Weden MM, Zabin LS. Gender and ethnic differences in the co-occurrence of adolescent risk behaviors. Ethn Health. 2005;10(3):213–34.
PubMed
Google Scholar
Celeux G, Soromenho G. An entropy criterion for assessing the number of clusters in a mixture model. J Classif. 1996;13(2):195–212.
Google Scholar
Muthén BO. What is a good value of entropy discussion. 2018. http://www.statmodel.com/discussion/messages/13/2562.html?1237580237. Accessed February 10 2019.
Muthén BO. Comment from January 29, 2016 at 11:05 am. In: LCA and Sampling Weights Discussion. 2016. http://www.statmodel.com/discussion/messages/13/1202.html?1511279738. Accessed February 10 2019.
Vermunt JK. Latent class modeling with covariates: two improved three-step approaches. Polit Anal. 2010;18(4):450–69.
Google Scholar
Nylund-Gibson K, Masyn KE. Covariates and mixture modeling: results of a simulation study exploring the impact of misspecified effects on class enumeration. Struct Equ Model Multidiscip J. 2016;23(6):782–97.
Google Scholar
Muthén LK, Muthén BO. Mplus user’s guide (Vol. eighth edition). Los Angeles, CA: Muthén & Muthén; (1998-2018).
Muthén B, Muthén LK, Asparouhov T. Estimator choices with categorical outcomes. 2015. https://www.statmodel.com/download/EstimatorChoices.pdf. Accessed February 10 2019.
Wurpts IC, Geiser C. Is adding more indicators to a latent class analysis beneficial or detrimental? Results of a Monte-Carlo study. Front Psychol. 2014;5:920.
PubMed
PubMed Central
Google Scholar
Jung M-K. Beneath the surface of white supremacy: denaturalizing US racisms past and present. Stanford: Stanford University Press; 2015.
Google Scholar
Oliver ML, Shapiro TM. Black wealth, white wealth: a new perspective on racial inequality. 10th anniversary ed. New York: Routledge; 2006.
Google Scholar
Musick MA, Wilson J, Bynum WB Jr. Race and formal volunteering: the differential effects of class and religion. Soc Forces. 2000;78(4):1539–70.
Google Scholar
Assari S. Race and ethnicity, religion involvement, church-based social support and subjective health in United States: a case of moderated mediation. Int J Prev Med. 2013;4(2):208–17.
PubMed
PubMed Central
Google Scholar
Taylor RJ, Chatters LM, Woodward AT, Brown E. Racial and ethnic differences in extended family, friendship, fictive kin, and congregational informal support networks. Fam Relat. 2013;62(4):609–24.
PubMed
PubMed Central
Google Scholar
Raley RK, Sweeney MM, Wondra D. The growing racial and ethnic divide in US marriage patterns. The Future of children/Center for the Future of Children, the David and Lucile Packard Foundation. 2015;25(2):89.
Link BG, Phelan J. Social conditions as fundamental causes of disease. J Health Soc Behav. 1995;35:80–94.
Google Scholar
Aneshensel CS, Phelan JC, Bierman A. The sociology of mental health: surveying the field. Handbook of the sociology of mental health. New York: Springer; 2013. p. 1–19.
Google Scholar
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(1 supplement):S28–40. https://doi.org/10.1177/0022146510383498.
Article
PubMed
Google Scholar
Hagenaars JA, McCutcheon AL. Applied latent class analysis. Cambridge: Cambridge University Press; 2002.
Google Scholar
Choo HY, Ferree MM. Practicing intersectionality in sociological research: a critical analysis of inclusions, interactions, and institutions in the study of inequalities. Sociol Theory. 2010;28(2):129–49.
Google Scholar