Skip to main content

Advertisement

Log in

Predictors of Engagement and Attendance of a Family-Based Prevention Program for Underage Drinking in Mexico

  • Published:
Prevention Science Aims and scope Submit manuscript

Abstract

Underage drinking represents a major global health problem. Given the crisis that underage drinking represents, Tomando Buenas Decisiones, a family-based prevention program, was adapted and piloted in Mexico based on the existing Guiding Good Choices program. Although family-based interventions in the USA are promising for preventing underage drinking, little is known about how adapted versions of these interventions may work in low-middle income countries, such as in Latin America. The present study examined whether baseline individual, familial, and cultural factors predict participants’ engagement and attendance in an adapted program for preventing underage drinking in Zacatecas, Mexico. The study was conducted with a sample of 178 parents who participated in the adapted program and were employed at local private companies. Latent growth curve modeling was used to analyze (a) change in engagement, (b) predictors of engagement, and (c) predictors of attendance. Results indicated that perceived engagement evidenced a significant linear increase throughout the intervention. Participants’ familism values, such as perceived family as referents and family support, at baseline predicted both initial levels of and change in engagement. Perceived familial obligation also predicted change in engagement. Attendance was negatively predicted by male gender, by perceived stress, and by perceived familial obligations among women only. Poor family management, and perceived familial obligations among men, positively predicted attendance. Our findings have important implications for the conceptualization of engagement and attendance in family-based preventive interventions for underage drinking among Hispanics. Researchers interested in implementing interventions in Latin America can use these findings to better comprehend how and for whom adapted family-based preventive interventions work.

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.

Fig. 1

Similar content being viewed by others

References

  • Barrera, M., Berkel, C., & Castro, F. G. (2017). Directions for the advancement of culturally adapted preventive interventions: Local adaptations, engagement, and sustainability. Prevention Science, 18, 640–648

    Article  Google Scholar 

  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238

    Article  CAS  Google Scholar 

  • Brown, E. C., Montero-Zamora, P., Ortíz-Garcia, J., Aviles, K., Beaulieu, D., & Haggerty, K. P. (2021). Development and implementation of businesses that care in Zacatecas, Mexico. Prevention Science (in press)

  • Browne, M., Cudeck, R., Bollen, K., & Long, J. (1993). Alternative ways of assessing model fit. In K. A. Bollen and J. S. Long (Eds.), Testing structural equation models (pp. 136-162). Newbury Park, CA: Sage.

  • Castro, F. G., Barrera, M., & Martinez, C. R. (2004). The cultural adaptation of prevention interventions: Resolving tensions between fidelity and fit. Prevention Science, 5, 41–45

    Article  Google Scholar 

  • Catalano, R. F., Kosterman, R., Haggerty, K. P., Hawkins, J. D., & Spoth, R. (1998). A universal intervention for the prevention of substance abuse: Preparing for the drug-free years. In R. S. Ashery, E. B. Robertson, & K. L. Kumpfer (Eds.), NIDA Research Monograph No. 177: Drug abuse prevention through family interventions (pp. 130–159). Rockville, MD: National Institute on Drug Abuse

  • Chacko, A., Jensen, S. A., Lowry, L. S., Cornwell, M., Chimklis, A., Chan, E., et al. (2016). Engagement in behavioral parent training: Review of the literature and implications for practice. Clinical Child and Family Psychology Review, 19, 204–215

    Article  Google Scholar 

  • Coatsworth, J. D., Hemady, K. T., & George, M. W. (2018). Predictors of group leaders’ perceptions of parents’ initial and dynamic engagement in a family preventive intervention. Prevention Science, 19, 609–619

    Article  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates

  • Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of health and social behavior, 385–396

  • de Menezes, J. C. L., & Murta, S. G. (2020). Cultural adaptation process of the strengthening families program (10–14) around the world: an Integrative Review. Trends in Psychology, 1–20

  • Derksen, S., & Keselman, H. J. (1992). Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables. British Journal of Mathematical and Statistical Psychology, 45, 265–282

    Article  Google Scholar 

  • Dumas, J. E., Nissley-Tsiopinis, J., & Moreland, A. D. (2007). From intent to enrollment, attendance, and participation in preventive parenting groups. Journal of Child and Family Studies, 16, 1–26

    Article  Google Scholar 

  • Estrada, Y., Molleda, L., Murray, A., Drumhiller, K., Tapia, M., Sardinas, K., et al. (2017). eHealth Familias Unidas: Pilot study of an internet adaptation of an evidence-based family intervention to reduce drug use and sexual risk behaviors among Hispanic adolescents. International Journal of Environmental Research and Public Health, 14, 264

    Article  Google Scholar 

  • Ewing, B. A., Osilla, K. C., Pedersen, E. R., Hunter, S. B., Miles, J. N., & D’Amico, E. J. (2015). Longitudinal family effects on substance use among an at-risk adolescent sample. Addictive Behaviors, 41, 185–191

    Article  Google Scholar 

  • Fabrigar, L., Wegener, D., & MacCullum, R. (1999). Strahan, e. J. (1999). evaluating the use of factor analysis in psychological research. Psychological Methods, 4, 272–299

    Article  Google Scholar 

  • Falicov, C. J. (2013). Latino families in therapy: Guilford Publications

  • Flay, B. R., & Petraitis, J. (1994). A new theory of health behavior with implications for preventive interventions. Advances in Medical Sociology, 4, 19–44

    Google Scholar 

  • Garvey, C., Julion, W., Fogg, L., Kratovil, A., & Gross, D. (2006). Measuring participation in a prevention trial with parents of young children. Research in Nursing & Health, 29, 212–222

    Article  Google Scholar 

  • Germán, M., Gonzales, N. A., & Dumka, L. (2009). Familism values as a protective factor for Mexican-origin adolescents exposed to deviant peers. The Journal of Early Adolescence, 29, 16–42

    Article  Google Scholar 

  • González-Ramírez, M. T., & Landero-Hernández, R. (2007). Factor structure of the Perceived Stress Scale (PSS) in a sample from Mexico. Spanish Journal of Psychology, 10, 199

    Article  Google Scholar 

  • Gorman-Smith, D., Tolan, P. H., Henry, D. B., Leventhal, A., Schoeny, M., Lutovsky, K., et al. (2002). Predictors of participation in a family-focused preventive intervention for substance use. Psychology of Addictive Behaviors, 16, S55

    Article  Google Scholar 

  • Gross, D., Garvey, C., Julion, W., Fogg, L., Tucker, S., & Mokros, H. (2009). Efficacy of the Chicago Parent Program with low-income African American and Latino parents of young children. Prevention Science, 10, 54–65

    Article  Google Scholar 

  • Haggerty, K. P., MacKenzie, E. P., Skinner, M. L., Harachi, T. W., & Catalano, R. F. (2006). Participation in “Parents Who Care”: Predicting program initiation and exposure in two different program formats. Journal of Primary Prevention, 27, 47–65

    Article  Google Scholar 

  • Hrdy, S. B. (1999). Mother nature: A history of mothers, infants, and natural selection. New York, 315 Hrdy, S. B. (1999). Mother nature : a history of mothers, infants, and natural selection. 1st ed. Pantheon Books, New York

  • Hulley, S., Cummings, S., Browner, W., Grady, D., & Newman, T. (2013). Designing clinical research (Vol. 4th). LWW

    Google Scholar 

  • Institute for Health Metrics and Evaluation (IHME) (2020). GBD compare data visualization. http://vizhub.healthdata.org/gbd-compare. Accessed 29 Sept 2021

  • Instituto Nacional de Estadística y Geografía (INEGI) (2015). Principales resultados de la Encuesta Intercensal 2015. Estados Unidos Mexicanos. https://www.inegi.org.mx/contenido/productos/prod_serv/contenidos/espanol/bvinegi/productos/nueva_estruc/inter_censal/estados2015/702825079697.pdf Accessed 29 Sept 2021

  • Johnson, P. B., & Glassman, M. (1999). The moderating effects of gender and ethnicity on the relationship between effect expectancies and alcohol problems. Journal of Studies on Alcohol, 60, 64–69

    Article  CAS  Google Scholar 

  • Kosterman, R., Hawkins, J. D., Haggerty, K. P., Spoth, R., & Redmond, C. (2001). Preparing for the Drug Free Years: Session-specific effects of a universal parent-training intervention with rural families. Journal of Drug Education, 31, 47–68

    Article  CAS  Google Scholar 

  • Kumpfer, K. L. (2009). Guide to implementing family skills training programmes for drug abuse prevention: Scott Allen

  • Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal, and coping: Springer publishing company

  • Lindsey, J. K. (1999). Relationships among sample size, model selection and likelihood regions, and scientifically important differences. Journal of the Royal Statistical Society: Series D (the Statistician), 48, 401–411

    Article  Google Scholar 

  • Manthey, J., Shield, K. D., Rylett, M., Hasan, O. S., Probst, C., & Rehm, J. (2019). Global alcohol exposure between 1990 and 2017 and forecasts until 2030: A modelling study. The Lancet, 393, 2493–2502

    Article  Google Scholar 

  • Marsiglia, F. F., & Waller, M. (2002). Language preference and drug use among Southwestern Mexican American middle school students. Children & Schools, 24, 145–158

    Article  Google Scholar 

  • Mejía, A., Bertello, L., Gil, J., Griffith, J., López, A. I., Moreno, M., et al. (2020). Evaluation of family skills training programs to prevent alcohol and drug use: A critical review of the field in Latin America. International Journal of Mental Health and Addiction, 18, 482–499

    Article  Google Scholar 

  • Mejía-Trujillo, J., Pérez-Gómez, A., & Reyes-Rodríguez, M. F. (2015). Implementación y adaptación en Colombia del sistema preventivo Communities That Care. Adicciones, 27, 253–264

    Article  Google Scholar 

  • Miller, T. R., Ringwalt, C. L., Grube, J. W., Paschall, M. J., Fisher, D. A., & Gordon, M. V. (2019). Design and outcome measures for the AB InBev Global Smart Drinking Goals evaluation. Contemporary Clinical Trials Communications, 16, 100458

  • Montero-Zamora, P., Fleur, R. G. S., Mejía-Trujillo, J., & Brown, E. C. (2021). Contextual fit of a family evidence-based intervention for preventing youth alcohol use in Mexico. The Journal of Primary Prevention, 1–17

  • Muthén, B. (2001). Second-generation structural equation modeling with a combination of categorical and continuous latent variables: New opportunities for latent class–latent growth modeling. In L. M. Collins & A. G. Sayer (Eds.), New methods for the analysis of change (pp. 291–322). Washington, D.C: American Psychological Association

  • Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.

  • Perrino, T., Estrada, Y., Huang, S., George, S. S., Pantin, H., Cano, M. Á., et al. (2018). Predictors of participation in an eHealth, family-based preventive intervention for Hispanic youth. Prevention Science, 19, 630–641

    Article  Google Scholar 

  • Prado, G., Pantin, H., Schwartz, S. J., Lupei, N. S., & Szapocznik, J. (2006). Predictors of engagement and retention into a parent-centered, ecodevelopmental HIV preventive intervention for Hispanic adolescents and their families. Journal of Pediatric Psychology, 31, 874–890

    Article  Google Scholar 

  • Rojas, L. M., Ochoa, L. G., Sánchez Ahumada, M., Quevedo, A., Muñoz, V., Condo, C., et al. (2020). Parent attendance in a family-based preventive intervention delivered in Latin America and the United States. Health Promotion Practice, 1524839919900765

  • Sabogal, F., Marín, G., Otero-Sabogal, R., Marín, B. V., & Perez-Stable, E. J. (1987). Hispanic familism and acculturation: What changes and what doesn’t? Hispanic Journal of Behavioral Sciences, 9, 397–412

    Article  Google Scholar 

  • Spoth, R., Reyes, M. L., Redmond, C., & Shin, C. (1999). Assessing a public health approach to delay onset and progression of adolescent substance use: Latent transition and log-linear analyses of longitudinal family preventive intervention outcomes. Journal of Consulting and Clinical Psychology, 67, 619

    Article  CAS  Google Scholar 

  • St. George, S. M., Parra-Cardona, J. R., Vidot, D. C., Molleda, L. M., Terán, A. Q., Onetto, D. C., , et al. (2017). Cultural adaptation of preventive interventions in Hispanic youth. In S. J. Schwartz & J. Unger (Eds.), The Oxford handbook of acculturation and health (pp. 393–410). Oxford University Press

    Google Scholar 

  • Strunin, L., Díaz-Martínez, A., Díaz-Martínez, L. R., Heeren, T., Chen, C., Winter, M., et al. (2017). Age of onset, current use of alcohol, tobacco or marijuana and current polysubstance use among male and female Mexican students. Alcohol and Alcoholism, 52, 564–571

    Article  Google Scholar 

  • Tucker, L. R., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38, 1–10

    Article  Google Scholar 

  • Vandekerckhove, J., Matzke, D., Wagenmakers, E.-J. (2015). Model comparison and the principle of parsimony. In Busemeyer, J., Townsend, J., Wang, Z. J., Eidels, A. (Eds.), The Oxford handbook of computational and mathematical psychology (pp. 300–319). Oxford, England: Oxford University Press

  • Villatoro-Velázquez, J. A., Resendiz-Escobar, E., Mujica-Salazar, A., Bretón-Cirett, M., Cañas Martínez, V., Soto-Hernández, I., et al. (2017). Encuesta Nacional de Consumo de Drogas, Alcohol y Tabaco 2016–2017: Reporte de Alcohol. Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Instituto Nacional de Salud Pública, Comisión Nacional Contra las Adicciones, Secretaría de Salud. Ciudad de México, México: INPRFM

  • von Oertzen, T., Hertzog, C., Lindenberger, U., & Ghisletta, P. (2010). The effect of multiple indicators on the power to detect inter-individual differences in change. British Journal of Mathematical and Statistical Psychology, 63, 627–646

    Article  Google Scholar 

  • Wells, M. B., Sarkadi, A., & Salari, R. (2016). Mothers’ and fathers’ attendance in a community-based universally offered parenting program in Sweden. Scandinavian Journal of Public Health, 44, 274–280

    Article  Google Scholar 

Download references

Funding

This study was funded by AB InBev Foundation (ABIF), USA.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pablo Montero-Zamora.

Ethics declarations

Disclaimer

The content is solely the responsibility of the authors.

Ethics Approval and Consent to Participate

University of Miami IRB and the State Council of Bioethics of Zacatecas approved this study. All procedures in this study were in accordance with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.

Conflict of Interest

Dr. Eric C. Brown is part of the ABIF Scientific Partners Task Force and was a consultant for ABIF on underage drinking prevention in 2018. Dr. Christopher Ringwalt has been supported within the past years by funding from the alcohol industry to evaluate industry-sponsored programs to reduce alcohol-related harms. Other authors declare no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Eric C. Brown is the principal investigator of the project Businesses That Care Zacatecas.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Montero-Zamora, P., Brown, E.C., Ringwalt, C.L. et al. Predictors of Engagement and Attendance of a Family-Based Prevention Program for Underage Drinking in Mexico. Prev Sci 23, 237–247 (2022). https://doi.org/10.1007/s11121-021-01301-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11121-021-01301-z

Keywords

Navigation