Racial and Ethnic Representation in Preventive Intervention Research: a Methodological Study
Open accessPublished version of a preprint
Abstract
Individuals who are Asian or Asian American, Black or African American, Native American or American Indian or Alaska Native, Native Hawaiian or Pacific Islander, and Hispanic or Latino (i.e., presently considered racial ethnic minoritized groups in the USA) lacked equal access to resources for mitigating risk during COVID-19, which highlighted public health disparities and exacerbated inequities rooted in structural racism that have contributed to many injustices, such as failing public school systems and unsafe neighborhoods. Minoritized groups are also vulnerable to climate change wherein the most severe harms disproportionately fall upon underserved communities. While systemic changes are needed to address these pervasive syndemic conditions, immediate efforts involve examining strategies to promote equitable health and well-being-which served as the impetus for this study. We conducted a descriptive analysis on the prevalence of culturally tailored interventions and reporting of sample characteristics among 885 programs with evaluations published from 2010 to 2021 and recorded in the Blueprints for Healthy Youth Development registry. Inferential analyses also examined (1) reporting time trends and (2) the relationship between study quality (i.e., strong methods, beneficial effects) and culturally tailored programs and racial ethnic enrollment. Two percent of programs were developed for Black or African American youth, and 4% targeted Hispanic or Latino populations. For the 77% of studies that reported race, most enrollees were White (35%) followed by Black or African American (28%), and 31% collapsed across race or categorized race with ethnicity. In the 64% of studies that reported ethnicity, 32% of enrollees were Hispanic or Latino. Reporting has not improved, and there was no relationship between high-quality studies and programs developed for racial ethnic youth, or samples with high proportions of racial ethnic enrollees. Research gaps on racial ethnic groups call for clear reporting and better representation to reduce disparities and improve the utility of interventions.
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Cites
CONSORT 2010 statement: Updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Journal of Pharmacology and Pharmacotherapeutics · doi:10.4103/0976-500x.72352 · Cited by 2,165 · see citing works
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
the CONSORT Group, Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Trials · doi:10.1186/1745-6215-11-32 · Cited by 1,871 · see citing works
Singh, S., Roy, D., Sinha, K., Parveen, S., Sharma, G., & Joshi, G. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113429 · Cited by 1,727 · see citing works
Updated Guidance on the Reporting of Race and Ethnicity in Medical and Science Journals
Flanagin, A., Frey, T., Christiansen, S. L., & AMA Manual of Style Committee (2021) · JAMA · doi:10.1001/jama.2021.13304 · Cited by 1,615 · cited 15× · see citing works
“%) were Regarding our primary research questions, results of U.S. trials ( n = 583) showed that 22% of the programs were culturally tailored (i.e., developed to target a specific population; Table 1).”
BackgroundInfluentialIntegrative data analysis: The simultaneous analysis of multiple data sets
Curran, P. J., & Hussong, A. M. (2009) · Psychological Methods · doi:10.1037/a0015914 · Cited by 867 · see citing works
Gottfredson, D. C., Cook, T. D., Gardner, F. E. M., Gorman-Smith, D., Howe, G. W., Sandler, I. N., & Zafft, K. M. (2015) · Prevention Science · doi:10.1007/s11121-015-0555-x · Cited by 627 · see citing works
A Meta-Analysis of Cultural Adaptations of Psychological Interventions
Hall, G. C. N., Ibaraki, A. Y., Huang, E. R., Marti, C. N., & Stice, E. (2016) · Behavior Therapy · doi:10.1016/j.beth.2016.09.005 · Cited by 598 · cited 1× · see citing works
“Top-down adaptations described in the previous section, wherein a practice designed for one group is modified for another group, remain far more common than bottom-up approaches, which account for cultural variation through development within contexts (Hall et al., 2016).”
BackgroundAn Overview of Research and Evaluation Designs for Dissemination and Implementation
Brown, C. H., Curran, G., Palinkas, L. A., Aarons, G. A., Wells, K. B., Jones, L., Collins, L. M., Duan, N., Mittman, B. S., Wallace, A., et al. (2017) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044215 · Cited by 509 · see citing works
Vahratian, A., Blumberg, S. J., Terlizzi, E. P., & Schiller, J. S. (2021) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm7013e2 · Cited by 485 · see citing works
Whaley, A. L., & Davis, K. E. (2007) · American Psychologist · doi:10.1037/0003-066x.62.6.563 · Cited by 458 · see citing works
O. B. O. T. C.-S. G., Grant, S., Mayo-Wilson, E., Montgomery, P., Macdonald, G., Michie, S., Hopewell, S., & Moher, D. (2018) · Trials · doi:10.1186/s13063-018-2735-z · Cited by 348 · see citing works
Recalibrating the use of race in medical research
Ioannidis, J. P. A., Powe, N. R., & Yancy, C. (2021) · JAMA · doi:10.1001/jama.2021.0003 · Cited by 296 · cited 1× · see citing works
“Scientists have come to the consensus that race is not biological; it is socially constructed (Ioannidis et al., 2021).”
BackgroundEvidence-based psychosocial interventions for ethnic minority youth: the 10-year update
Pina, A. A., Polo, A. J., & Huey, S. J. (2019) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2019.1567350 · Cited by 155 · see citing works
Diversity in randomized clinical trials of depression: A 36-year review
Polo, A. J., Makol, B. A., Castro, A. S., Colón-Quintana, N., Wagstaff, A. E., & Guo, S. (2019) · Clinical Psychology Review · doi:10.1016/j.cpr.2018.09.004 · Cited by 114 · see citing works
Wilson, D. B. (2009) · Journal of Experimental Criminology · doi:10.1007/s11292-009-9085-5 · Cited by 86 · see citing works
Flagged first, then by citations
- Authors
- Buckley, P. R., Murry, V. M., Gust, C. J., Ladika, A., & Pampel, F. C.
- Affiliations
- University of Colorado Boulder (US)
- Vanderbilt University (US)
- Corresponding author
- Buckley, Pamela R.
- Venue
- Prevention Science
- Published
- 2023-06-29
- Volume
- 24
- Issue
- 7
- Pages
- 1261-1274
- ISSN
- 1389-4986 (ISSN-L)
- 1573-6695
- PMC
- PMC11161425
- OpenAlex
- W4382516092
- Cited by
- 23
- References
- 15
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 10
- FWCI
- 9.88
- Type
- journal article
- Language
- en
- Update notices
- correction (2024-06-07)
- Open access
- hybrid
- doi.org
- Locations
- Prevention Science (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Social Sciences › Sociology and Political Science › Cultural Competency in Health Care
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Race, Genetics, and Society
- Keywords
- racial and ethnic representation, culturally tailored interventions, youth development programs, structural racism, health disparities, minority youth
- MeSH terms
- Health Equity, COVID-19, SARS-CoV-2, Ethnic and Racial Minorities, Asian American Native Hawaiian and Pacific Islander, Black or African American, Ethnicity, Health Services Accessibility, Hispanic or Latino, Humans, United States, American Indian or Alaska Native, Racial Groups, Cultural Competency, Social Determinants of Health
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