Skip to main content

Advertisement

Log in

Toward Scientific Equity for the Prevention of Depression and Depressive Symptoms in Vulnerable Youth

  • Published:
Prevention Science Aims and scope Submit manuscript

Abstract

Certain subgroups of youth are at high risk for depression and elevated depressive symptoms, and experience limited access to quality mental health care. Examples are socioeconomically disadvantaged, racial/ ethnic minority, and sexual minority youth. Research shows that there are efficacious interventions to prevent youth depression and depressive symptoms. These preventive interventions have the potential to play a key role in addressing these mental health disparities by reducing youth risk factors and enhancing protective factors. However, there are comparatively few preventive interventions directed specifically to these vulnerable subgroups, and sample sizes of diverse subgroups in general prevention trials are often too low to assess whether preventive interventions work equally well for vulnerable youth compared to other youth. In this paper, we describe the importance and need for “scientific equity,” or equality and fairness in the amount of scientific knowledge produced to understand the potential solutions to such health disparities. We highlight possible strategies for promoting scientific equity, including the following: increasing the number of prevention research participants from vulnerable subgroups, conducting more data synthesis analyses and implementation science research, disseminating preventive interventions that are efficacious for vulnerable youth, and increasing the diversity of the prevention science research workforce. These strategies can increase the availability of research evidence to determine the degree to which preventive interventions can help address mental health disparities. Although this paper utilizes the prevention of youth depression as an illustrative case example, the concepts are applicable to other health outcomes for which there are disparities, such as substance use and obesity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • AHRQ. (2013). National Healthcare Disparities Report, 2013. Rockville, MD. Retrieved from: http://www.ahrq.gov/research/findings/nhqrdr/nhdr13/2013nhdr.pdf.

  • Alexandre, P. K., Younis, M. Z., Martins, S. S., & Richard, P. (2010). Disparities in adequate mental health care for past-year major depressive episodes among white and non-white youth. Journal of Health Care Finance, 36, 57–72.

    PubMed  Google Scholar 

  • American Psychological Association. (2013). Guidelines for prevention in psychology. The American Psychologist: Epub ahead of Print.

    Google Scholar 

  • Anderson, E. R., & Mayes, L. C. (2010). Race/ethnicity and internalizing disorders in youth: a review. Clinical Psychology Review, 30, 338–348.

    Article  PubMed  Google Scholar 

  • Bertha, E. A., & Balazs, J. (2013). Subthreshold depression in adolescence: a systematic review. European Child & Adolescent Psychiatry, 22, 589–603.

    Article  Google Scholar 

  • Bogart, L. M., Elliott, M. N., Kanouse, D. E., Klein, D. J., Davies, S. L., Cuccaro, P. M., & Schuster, M. A. (2013). Association between perceived discrimination and racial/ethnic disparities in problem behaviors among preadolescent youths. American Journal of Public Health, 103, 1074–1081.

    Article  PubMed Central  PubMed  Google Scholar 

  • Breslau, J., Aguilar-Gaxiola, S., Kendler, K. S., Su, M., Williams, D., & Kessler, R. C. (2006). Specifying race-ethnic differences in risk for psychiatric disorder in a USA national sample. Psychological Medicine, 36, 57–68.

    Article  PubMed Central  PubMed  Google Scholar 

  • Brody, G. H., Chen, Y. F., Kogan, S. M., Yu, T., Molgaard, V. K., DiClemente, R. J., & Wingood, G. M. (2012). Family-centered program deters substance use, conduct problems, and depressive symptoms in black adolescents. Pediatrics, 129, 108–115.

    Article  PubMed Central  PubMed  Google Scholar 

  • Brown, C. H., Mohr, D. C., Gallo, C. G., Mader, C., Palinkas, L., Wingood, G., & Jacobs, C. (2013a). A computational future for preventing HIV in minority communities: How advanced technology can improve implementation of effective programs? JAIDS, 63, S72–84.

    PubMed Central  PubMed  Google Scholar 

  • Brown, C. H., Sloboda, Z., Faggiano, F., Teasdale, B., Keller, F., Burkhart, G., & Prevention Science Methodology Group. (2013b). Methods for synthesizing findings on moderation effects across multiple randomized trials. Prevention Science, 14, 144–156.

    Article  PubMed Central  PubMed  Google Scholar 

  • Burton, C. M., Marshal, M. P., Chisolm, D. J., Sucato, G. S., & Friedman, M. S. (2013). Sexual minority-related victimization as a mediator of mental health disparities in sexual minority youth: a longitudinal analysis. Journal of Youth and Adolescence, 42, 394–402.

    Article  PubMed Central  PubMed  Google Scholar 

  • Butler, A. M., Kowalkowski, M., Jones, H. A., & Raphael, J. L. (2012). Relationship of reported neighborhood conditions with child mental health. Academic Pediatrics, 12, 523–531.

    Article  PubMed Central  PubMed  Google Scholar 

  • Cardemil, E. V., Reivich, K. J., Beevers, C. G., Seligman, M. E., & James, J. (2007). The prevention of depressive symptoms in low-income, minority children: two-year follow-up. Behaviour Research and Therapy, 45, 313–327.

    Article  PubMed  Google Scholar 

  • CDC. (2011). CDC Health Disparities and Inequalities Report- United States, 2011. MMWR. Morbidity and Mortality Weekly Report, 60, 1–116.

    Google Scholar 

  • Census, U. S. (2014). State and county QuickFacts: data derived from population estimates. Census of Population and Housing: American Community Survey.

    Google Scholar 

  • Chambers, D. A., Glasgow, R. E., & Stange, K. C. (2013). The dynamic sustainability framework: addressing the paradox of sustainment amid ongoing change. Implementation Science, 8, 117. 5908-8-117.

    Article  PubMed Central  PubMed  Google Scholar 

  • Chapman, D. P., Perry, G. S., & Strine, T. W. (2005). The vital link between chronic disease and depressive disorders. Preventing Chronic Disease, 2, A14.

    PubMed Central  PubMed  Google Scholar 

  • Cummings, J. R., & Druss, B. G. (2011). Racial/ethnic differences in mental health service use among adolescents with major depression. Journal of the American Academy of Child and Adolescent Psychiatry, 50, 160–170.

    Article  PubMed Central  PubMed  Google Scholar 

  • Cummings, J. R., Wen, H., & Druss, B. G. (2013). Improving access to mental health services for youth in the United States. Journal of the American Medical Association, 309, 553–554.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Curran, P. J., & Hussong, A. M. (2009). Integrative data analysis: the simultaneous analysis of multiple data sets. Psychological Methods, 14, 81–100.

    Article  PubMed Central  PubMed  Google Scholar 

  • Domenech Rodríguez, M. M., & Bernal, G. (2012). Conceptual frameworks of cultural adaptation. In G. Bernal & M. M. Domenech Rodríguez (Eds.), Cultural adaptations: tools for evidence-based practice with diverse populations (pp. 23–45). Washington, DC: APA.

    Chapter  Google Scholar 

  • Flay, B. R., Biglan, A., Boruch, R. F., Castro, F. G., Gottfredson, D., Kellam, S., & Ji, P. (2005). Standards of evidence: criteria for efficacy, effectiveness and dissemination. Prevention Science, 6, 151–175.

    Article  PubMed  Google Scholar 

  • Flores, G., & Tomany-Korman, S. C. (2008). Racial and ethnic disparities in medical and dental health, access to care, and use of services in US children. Pediatrics, 121, e286–98.

    Article  PubMed  Google Scholar 

  • Garber, J., Clarke, G. N., Weersing, V. R., Beardslee, W. R., Brent, D. A., Gladstone, T. R., & Iyengar, S. (2009). Prevention of depression in at-risk adolescents: a randomized controlled trial. Journal of the American Medical Association, 301, 2215–2224.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Ginther, D. K., Schaffer, W. T., Schnell, J., Masimore, B., Liu, F., Haak, L. L., & Kington, R. (2011). Race, ethnicity, and NIH research awards. Science, 333, 1015–1019.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Gonzales, N. A., Dumka, L. E., Millsap, R. E., Gottschall, A., McClain, D. B., Wong, J. J., & Kim, S. Y. (2012). Randomized trial of a broad preventive intervention for Mexican American adolescents. Journal of Consulting and Clinical Psychology, 80, 1–16.

    Article  PubMed Central  PubMed  Google Scholar 

  • Green, J. G., McLaughlin, K. A., Berglund, P. A., Gruber, M. J., Sampson, N. A., Zaslavsky, A. M., & Kessler, R. C. (2010). Childhood adversities and adult psychiatric disorders in the national comorbidity survey replication I: associations with first onset of DSM-IV disorders. Archives of General Psychiatry, 67, 113–123.

    Article  PubMed Central  PubMed  Google Scholar 

  • Horowitz, J. L., & Garber, J. (2006). Prevention of depressive symptoms in children and adolescents: a meta-analytic review. Journal of Consulting and Clinical Psychology, 74, 401–15.

    Article  PubMed  Google Scholar 

  • Karch, D. L., Logan, J., McDaniel, D., Parks, S., Patel, N., & CDC. (2012). Surveillance for violent deaths--national violent death reporting system, 16 states, 2009. Morbidity and Mortality Weekly Report. Surveillance Summaries, 61, 1–43 (Washington, D.C.: 2002).

    PubMed  Google Scholar 

  • Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005). Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the national comorbidity survey replication. Archives of General Psychiatry, 62, 593–602.

    Article  PubMed  Google Scholar 

  • Kessler, R. C., Avenevoli, S., Costello, E. J., Georgiades, K., Green, J. G., Gruber, M. J., & Merikangas, K. R. (2012). Prevalence, persistence, and sociodemographic correlates of DSM-IV disorders in the national comorbidity survey replication adolescent supplement. Archives of General Psychiatry, 69, 372–380.

    Article  PubMed Central  PubMed  Google Scholar 

  • Knight, G. P., Roosa, M. W., & Umaña-Taylor, A. J. (2009). Studying ethnic minority and economically disadvantaged populations. Washington, DC: APA.

    Book  Google Scholar 

  • Leijten, P., Raaijmakers, M. A., de Castro, B. O., & Matthys, W. (2013). Does socioeconomic status matter? a meta-analysis on parent training effectiveness for disruptive child behavior. Journal of Clinical Child and Adolescent Psychology, 42, 384–392.

    Article  PubMed  Google Scholar 

  • Leventhal, T., & Brooks-Gunn, J. (2003). Moving to opportunity: an experimental study of neighborhood effects on mental health. American Journal of Public Health, 93, 1576–1582.

    Article  PubMed Central  PubMed  Google Scholar 

  • Lorenc, T., Petticrew, M., Welch, V., & Tugwell, P. (2013). What types of interventions generate inequalities? evidence from systematic reviews. Journal of Epidemiology and Community Health, 67, 190–193.

    Article  PubMed  Google Scholar 

  • Marchand, E., Ng, J., Rohde, P., & Stice, E. (2010). Effects of an indicated cognitive behavioral depression prevention program are similar for Asian American, Latino and European American adolescents. Behaviour Research and Therapy, 48, 821–5.

    Article  PubMed Central  PubMed  Google Scholar 

  • Marmot, M., Friel, S., Bell, R., Houweling, T. A., Taylor, S., & Commission on Social Determinants of Health. (2008). Closing the gap in a generation: health equity through action on the social determinants of health. Lancet, 372, 1661–1669.

    Article  PubMed  Google Scholar 

  • Marshal, M. P., Dietz, L. J., Friedman, M. S., Stall, R., Smith, H. A., McGinley, J., & Brent, D. A. (2011). Suicidality and depression disparities between sexual minority and heterosexual youth: a meta-analytic review. Journal of Adolescent Health, 49, 115–123.

    Article  PubMed Central  PubMed  Google Scholar 

  • Mason, W. A., Fleming, C. B., Thompson, R. W., Haggerty, K. P., & Snyder, J. J. (2013). A framework for testing and promoting expanded dissemination of promising preventive interventions implemented in community settings. Prevention Science: Epub ahead Print.

    Google Scholar 

  • McLaughlin, K. A., Greif Green, J., Gruber, M. J., Sampson, N. A., Zaslavsky, A. M., & Kessler, R. C. (2012). Childhood adversities and first onset of psychiatric disorders in a national sample of US adolescents. Archives of General Psychiatry, 69, 1151–1160.

    Article  PubMed Central  PubMed  Google Scholar 

  • Miech, R., Azur, M., Dusablon, T., Jowers, K., Goldstein, A. B., Stuart, E. A., & Leaf, P. J. (2008). The potential to reduce mental health disparities through the comprehensive community mental health services for children and their families program. Journal of Behavioral Health Services and Research, 35, 253–264.

    Article  PubMed Central  PubMed  Google Scholar 

  • Miranda, J., Nakamura, R., & Bernal, G. (2003). Including ethnic minorities in mental health intervention research: a practical approach to a long-standing problem. Culture, Medicine and Psychiatry, 27, 467–486.

    Article  PubMed  Google Scholar 

  • Moussavi, S., Chatterji, S., Verdes, E., Tandon, A., Patel, V., & Ustun, B. (2007). Depression, chronic diseases, and decrements in health: results from the world health surveys. Lancet, 370, 851–858.

    Article  PubMed  Google Scholar 

  • Muñoz, R. F., Beardslee, W. R., & Leykin, Y. (2012). Major depression can be prevented. The American Psychologist, 67, 285–295.

    Article  PubMed Central  PubMed  Google Scholar 

  • National Prevention Council. (2011). National prevention strategy. Washington, DC: USDHHS, Office of the Surgeon General.

    Google Scholar 

  • Newacheck, P. W., Hung, Y. Y., Park, M. J., Brindis, C. D., & Irwin, C. E., Jr. (2003). Disparities in adolescent health and health care: does socioeconomic status matter? Health Services Research, 38, 1235–1252.

    Article  PubMed Central  PubMed  Google Scholar 

  • NIH. (2006). Program announcement (PAR-07-086) Dissemination and implementation research in health (R01). Retrieved from: http://grants.nih.gov/grants/pa-files/PAR-07–086.html.

  • NIH. (2008). Health Disparities Strategic Plan & Budget- Fiscal Yrs 2009–2013. Retrieved from: http://www.nimhd.nih.gov/documents/NIH%20Health%20Disparities%20Strategic%20Plan%20and%20Budget%202009-2013.pdf.

  • NIH. (2011). Monitoring Adherence to the NIH Policy on the Inclusion of Women and Minorities as Subjects in Clinical Research. NIH Comprehensive Report: Tracking of Human Subjects Research - FiscalYear 2009 and Fiscal Year 2010. Retrieved from http://orwh.od.nih.gov /research/inclusion/pdf/Inclusion-ComprehensiveReport-FY-2009-2010.pdf.

  • NRC/IOM- National Research Council/ Institute of Medicine. (2009). Committee on the prevention of mental disorders and substance abuse among children. In M. O’Connell, T. Boat, & K. Warner (Eds.), Preventing mental, emotional, and behavioral disorders among young people: progress and possibilities. Washington: National Academies Press.

    Google Scholar 

  • O’Brien, R. L., Kosoko-Lasaki, O., Cook, C. T., Kissell, J., Peak, F., & Williams, E. H. (2006). Self-assessment of cultural attitudes and competence of clinical investigators to enhance recruitment and participation of minority individuals in research. Journal of the National Medical Association, 98, 674–83.

    PubMed Central  PubMed  Google Scholar 

  • Patient Protection and Affordable Care Act. (2010). 42 U.S.C. § 18001. Retrieved from http://www.gpo.gov/fdsys/pkg/BILLS-111hr3590enr/pdf/BILLS-111hr3590enr.pdf.

  • Perrino, T., Howe, G., Sperling, A., Beardslee, W., Sandler, I., Shern, D., & Brown, C. H. (2013). Advancing science through collaborative data sharing and synthesis. Perspectives on Psychological Science, 8, 433–44.

    Article  PubMed  Google Scholar 

  • Perrino, T., Pantin, H., Prado, G., Huang, S., Brincks, A., Howe, G., & Brown, C. H. (2014). Preventing internalizing symptoms among Hispanic adolescents: a synthesis across familias unidas trials. Prevention Science: Epub ahead of print.

    Google Scholar 

  • Prado, G., & Pantin, H. (2011). Reducing substance use and HIV health disparities among Hispanic youth in the USA: the familias unidas program of research. Intervención Psicosocial, 20, 63–73.

    Article  PubMed Central  PubMed  Google Scholar 

  • Prado, G., Lightfoot, M., & Brown, C. H. (2013). Macro-level approaches to HIV prevention among ethnic minority youth. The American Psychologist, 68, 286–299.

    Article  PubMed Central  PubMed  Google Scholar 

  • Primm, A. B., Vasquez, M. J., Mays, R. A., Sammons-Posey, D., McKnight-Eily, L. R., Presley-Cantrell, L. R., et al. (2010). The role of public health in addressing racial and ethnic disparities in mental health and mental illness. Preventing Chronic Disease, 7, A20.

    PubMed Central  PubMed  Google Scholar 

  • Prince, M., Patel, V., Saxena, S., Maj, M., Maselko, J., Phillips, M. R., & Rahman, A. (2007). No health without mental health. Lancet, 370, 859–877.

    Article  PubMed  Google Scholar 

  • Prinz, R. J., Smith, E. P., Dumas, J. E., Laughlin, J. E., White, D. W., & Barron, R. (2001). Recruitment and retention of participants in prevention trials involving family-based interventions. American Journal of Preventive Medicine, 20, 31–37.

    Article  CAS  PubMed  Google Scholar 

  • Reiss, F. (2013). Socioeconomic inequalities and mental health problems in children and adolescents: a systematic review. Social Science & Medicine, 90, 24–31.

    Article  Google Scholar 

  • Safran, M. A., Mays, R. A., Huang, L. N., McCuan, R., Pham, P. K., Fisher, S. K., & Trachtenberg, A. (2009). Mental health disparities. American Journal of Public Health, 99, 1962–1966.

    Article  PubMed Central  PubMed  Google Scholar 

  • Sandler, I., Wolchik, S. A., Cruden, G., Mahrer, N. E., Ahn, S., Brincks, A., & Brown, C. H. (2014). Overview of meta-analyses of the prevention of mental health, substance use, and conduct problems. Annual Review of Clinical Psychology: Epub ahead of Print.

    Google Scholar 

  • Sobel, R. M., & Markov, D. (2005). The impact of anxiety and mood disorders on physical disease: the worried not-so-well. Current Psychiatry Reports, 7, 206–212.

    Article  PubMed  Google Scholar 

  • Stice, E., Shaw, H., Bohon, C., Marti, C. N., & Rohde, P. (2009). A meta-analytic review of depression prevention programs for children and adolescents: factors that predict magnitude of intervention effects. Journal of Consulting and Clinical Psychology, 77, 486–503.

    Article  PubMed Central  PubMed  Google Scholar 

  • Tein, J. Y., Sandler, I. N., MacKinnon, D. P., & Wolchik, S. A. (2004). How did it work? Who did it work for? mediation in the context of a moderated prevention effect for children of divorce. Journal of Consulting and Clinical Psychology, 72, 617–624.

    Article  PubMed  Google Scholar 

  • Truman, B. I., Smith, K. C., Roy, K., Chen, Z., Moonesinghe, R., Zhu, J., & CDC. (2011). Rationale for regular reporting on health disparities and inequalities - U.S. Morbidity and Mortality Weekly Report. Surveillance Summaries, 60, 10 (Washington, D.C.: 2002).

    Google Scholar 

  • USDHHS. (2001). National Standards for Culturally and Linguistically Appropriate Services in Health Care Retrieved from http://minorityhealth.hhs.gov/assets/pdf/checked/finalreport.pdf.

  • USDHHS. (2011). HHS action plan to reduce racial and ethnic disparities: a nation free of disparities in health and health care. Washington, D.C.: USDHHS.

    Google Scholar 

  • Wallerstein, N., & Duran, B. (2010). Community-based participatory research contributions to intervention research: the intersection of science and practice to improve health equity. American Journal of Public Health, 100, S40–6.

    Article  PubMed Central  PubMed  Google Scholar 

  • Wandersman, A., Duffy, J., Flaspohler, P., Noonan, R., Lubell, K., Stillman, L., & Saul, J. (2008). Bridging the gap between prevention research and practice. American Journal of Community Psychology, 41, 171–181.

    Article  PubMed  Google Scholar 

  • Wesselhoeft, R., Sorensen, M. J., Heiervang, E. R., & Bilenberg, N. (2013). Subthreshold depression in children and adolescents—a systematic review. Journal of Affective Disorders, 151, 7–22.

    Article  PubMed  Google Scholar 

  • Yoshikawa, H., Aber, J. L., & Beardslee, W. R. (2012). The effects of poverty on the mental, emotional, and behavioral health of children and youth: implications for prevention. American Psychologist, 67, 272–284.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported by National Institute of Mental Health Grant No. R01-MH040859- “Collaborative Data Synthesis on Adolescent Depression Trials” (C.H. Brown, PI), and National Institute on Drug Abuse No. P30-DA027828 “Center for Prevention Implementation Methodology for Drug Abuse and HIV Sex Risk Behavior” (C. H. Brown, PI).

Conflict of Interest

The authors declare that they have no conflict of interest.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tatiana Perrino.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Perrino, T., Beardslee, W., Bernal, G. et al. Toward Scientific Equity for the Prevention of Depression and Depressive Symptoms in Vulnerable Youth. Prev Sci 16, 642–651 (2015). https://doi.org/10.1007/s11121-014-0518-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11121-014-0518-7

Keywords

Navigation