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Published in: Prevention Science 5/2018

01-07-2018

Predictors of Participation in an eHealth, Family-Based Preventive Intervention for Hispanic Youth

Authors: Tatiana Perrino, Yannine Estrada, Shi Huang, Sara St. George, Hilda Pantin, Miguel Ángel Cano, Tae Kyoung Lee, Guillermo Prado

Published in: Prevention Science | Issue 5/2018

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Abstract

The Familias Unidas intervention is an efficacious family-based preventive intervention for reducing substance use and other health risks among Hispanic youth. A current randomized controlled trial (RCT) is examining this intervention’s efficacy when delivered via the Internet (eHealth). eHealth interventions can overcome logistical barriers to participation, yet there is limited information about the feasibility of these interventions, especially among ethnic minorities. This paper examines participation and predictors of participation in the eHealth Familias Unidas intervention in a sample of 113 Hispanic families whose adolescent had behavioral problems. Analyses examined multidimensional ways of characterizing participation, including the following: (1) total intervention participation, (2) initial engagement (participating in at least one of the first three intervention sessions), (3) completing the pre-recorded, eHealth parent group sessions, and (4) participating in the live, facilitator-led, eHealth family sessions. Participation in this eHealth intervention was comparable to, and in most cases higher than, previous, face-to-face Familias Unidas interventions. High levels of baseline family stress were associated with lower initial engagement and lower family session participation. Greater parental Hispanicism was associated with more participation in eHealth parent group sessions and across the total intervention. Higher levels of baseline effective parenting, in other words less intervention need, were significantly associated with lower levels of total intervention participation and lower levels of family session participation. Implications for preventive interventions delivered via Internet are discussed.
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Literature
go back to reference Baydar, N., Reid, M. J., & Webster-Stratton, C. (2003). The role of mental health factors and program engagement in the effectiveness of a preventive parenting program for Head Start mothers. Child Development, 74, 1433–1453.CrossRefPubMed Baydar, N., Reid, M. J., & Webster-Stratton, C. (2003). The role of mental health factors and program engagement in the effectiveness of a preventive parenting program for Head Start mothers. Child Development, 74, 1433–1453.CrossRefPubMed
go back to reference Bennett, G. G., & Glasgow, R. E. (2009). The delivery of public health interventions via the Internet: Actualizing their potential. Annual Review of Public Health, 30, 273–292.CrossRefPubMed Bennett, G. G., & Glasgow, R. E. (2009). The delivery of public health interventions via the Internet: Actualizing their potential. Annual Review of Public Health, 30, 273–292.CrossRefPubMed
go back to reference Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness-of-fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–600.CrossRef Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness-of-fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–600.CrossRef
go back to reference Berdahl, T. A., & Stone, R. A. T. (2009). Examining Latino differences in mental healthcare use: The roles of acculturation and attitudes towards healthcare. Community Mental Health Journal, 45, 393–403.CrossRefPubMed Berdahl, T. A., & Stone, R. A. T. (2009). Examining Latino differences in mental healthcare use: The roles of acculturation and attitudes towards healthcare. Community Mental Health Journal, 45, 393–403.CrossRefPubMed
go back to reference Berkel, C., Mauricio, A. M., Schoenfelder, E., & Sandler, I. N. (2011). Putting the pieces together: An integrated model of program implementation. Prevention Science, 12, 23–33.CrossRefPubMedPubMedCentral Berkel, C., Mauricio, A. M., Schoenfelder, E., & Sandler, I. N. (2011). Putting the pieces together: An integrated model of program implementation. Prevention Science, 12, 23–33.CrossRefPubMedPubMedCentral
go back to reference Brody, G. H., Murry, V. M., Chen, Y. F., Kogan, S. M., & Brown, A. C. (2006). Effects of family risk factors on dosage and efficacy of a family-centered preventive intervention for rural African Americans. Prevention Science, 7, 281–291.CrossRefPubMed Brody, G. H., Murry, V. M., Chen, Y. F., Kogan, S. M., & Brown, A. C. (2006). Effects of family risk factors on dosage and efficacy of a family-centered preventive intervention for rural African Americans. Prevention Science, 7, 281–291.CrossRefPubMed
go back to reference Brouwer, W., Kroeze, W., Crutzen, R., de Nooijer, J., de Vries, N. K., … & Oenema, A. (2011). Which intervention characteristics are related to more exposure to internet-delivered healthy lifestyle promotion interventions? Journal of Medical Internet Research, 13, e2. Brouwer, W., Kroeze, W., Crutzen, R., de Nooijer, J., de Vries, N. K., … & Oenema, A. (2011). Which intervention characteristics are related to more exposure to internet-delivered healthy lifestyle promotion interventions? Journal of Medical Internet Research, 13, e2.
go back to reference Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Mahwah: Lawrence Erlbaum Associates. Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications, and programming. Mahwah: Lawrence Erlbaum Associates.
go back to reference Cervantes, R. C., Padilla, A. M., & Salgado de Snyder, N. (1991). The Hispanic Stress Inventory: A culturally relevant approach to psychosocial assessment. Psychological Assessment, 3, 438–447.CrossRef Cervantes, R. C., Padilla, A. M., & Salgado de Snyder, N. (1991). The Hispanic Stress Inventory: A culturally relevant approach to psychosocial assessment. Psychological Assessment, 3, 438–447.CrossRef
go back to reference Conger, R. D., Patterson, G. R., & Ge, X. (1995). It takes two to replicate: A meditational model for the impact of parents’ stress on adolescent adjustment. Child Development, 66, 80–97.CrossRefPubMed Conger, R. D., Patterson, G. R., & Ge, X. (1995). It takes two to replicate: A meditational model for the impact of parents’ stress on adolescent adjustment. Child Development, 66, 80–97.CrossRefPubMed
go back to reference Cordova, D., Huang, S., Lally, M., Estrada, Y., & Prado, G. (2014). Do parent–adolescent discrepancies increase the risk of Hispanic adolescent HIV risk behaviors? Family Process, 53, 348–363.CrossRefPubMedPubMedCentral Cordova, D., Huang, S., Lally, M., Estrada, Y., & Prado, G. (2014). Do parent–adolescent discrepancies increase the risk of Hispanic adolescent HIV risk behaviors? Family Process, 53, 348–363.CrossRefPubMedPubMedCentral
go back to reference Cunningham, C. E., Boyle, M., Offord, D., Racine, Y., Hundert, J., Secord, M., & McDonald, J. (2000). Tri-ministry study: Correlates of school-based parenting course utilization. Journal of Consulting and Clinical Psychology, 68, 928–933.CrossRefPubMed Cunningham, C. E., Boyle, M., Offord, D., Racine, Y., Hundert, J., Secord, M., & McDonald, J. (2000). Tri-ministry study: Correlates of school-based parenting course utilization. Journal of Consulting and Clinical Psychology, 68, 928–933.CrossRefPubMed
go back to reference Danaher, B. G., & Seeley, J. R. (2009). Methodological issues in research on web-based behavioral interventions. Annals of Behavioral Medicine, 38, 28–39.CrossRefPubMed Danaher, B. G., & Seeley, J. R. (2009). Methodological issues in research on web-based behavioral interventions. Annals of Behavioral Medicine, 38, 28–39.CrossRefPubMed
go back to reference Dillman Carpentier, F. R., Mauricio, A. M., Gonzales, N. A., Millsap, R. E., Meza, C. M., Dumka, L. E., German, M., & Genalo, M. T. (2007). Engaging Mexican origin families in a school-based preventive intervention. Journal of Primary Prevention, 28, 521–546.CrossRefPubMedPubMedCentral Dillman Carpentier, F. R., Mauricio, A. M., Gonzales, N. A., Millsap, R. E., Meza, C. M., Dumka, L. E., German, M., & Genalo, M. T. (2007). Engaging Mexican origin families in a school-based preventive intervention. Journal of Primary Prevention, 28, 521–546.CrossRefPubMedPubMedCentral
go back to reference Estrada, Y., Rosen, A., Huang, S., Tapia, M., Sutton, M., Willis, L., et al. (2015). Efficacy of a brief intervention to reduce substance use and human immunodeficiency virus infection risk among Latino youth. Journal of Adolescent Health. doi:10.1016/j.jadohealth.2015.07.006. Estrada, Y., Rosen, A., Huang, S., Tapia, M., Sutton, M., Willis, L., et al. (2015). Efficacy of a brief intervention to reduce substance use and human immunodeficiency virus infection risk among Latino youth. Journal of Adolescent Health. doi:10.​1016/​j.​jadohealth.​2015.​07.​006.
go back to reference Fernandez, M. A., & Eyberg, S. M. (2009). Predicting treatment and follow-up attrition in parent–child interaction therapy. Journal of Abnormal Psychology, 37, 431–441. Fernandez, M. A., & Eyberg, S. M. (2009). Predicting treatment and follow-up attrition in parent–child interaction therapy. Journal of Abnormal Psychology, 37, 431–441.
go back to reference Frantz, I., Stemmler, M., Hahlweg, K., Pluck, J., & Heinrichs, N. (2015). Experiences in disseminating evidence-based prevention programs in a real-world setting. Prevention Science, 16, 789–800.CrossRefPubMed Frantz, I., Stemmler, M., Hahlweg, K., Pluck, J., & Heinrichs, N. (2015). Experiences in disseminating evidence-based prevention programs in a real-world setting. Prevention Science, 16, 789–800.CrossRefPubMed
go back to reference Guo, X., Suarez-Morales, L., Schwartz, S. J., & Szapocznik, J. (2009). Some evidence for multidimensional biculturalism: Confirmatory factor analysis and measurement invariance analysis on the Bicultural Involvement Questionnaire-Short Version. Psychological Assessment, 21, 22–31.CrossRefPubMed Guo, X., Suarez-Morales, L., Schwartz, S. J., & Szapocznik, J. (2009). Some evidence for multidimensional biculturalism: Confirmatory factor analysis and measurement invariance analysis on the Bicultural Involvement Questionnaire-Short Version. Psychological Assessment, 21, 22–31.CrossRefPubMed
go back to reference Kline, R. B. (1998). Principles and practice of structural equation modeling. NY: Guilford Press. Kline, R. B. (1998). Principles and practice of structural equation modeling. NY: Guilford Press.
go back to reference Knapp, C., Madden, V., Wang, H., Slover, P., & Shenkman, E. (2011). Internet use and eHealth literacy of low-income parents whose children have special health care needs. Journal of Medical Internet Research, 13, e75.CrossRefPubMedPubMedCentral Knapp, C., Madden, V., Wang, H., Slover, P., & Shenkman, E. (2011). Internet use and eHealth literacy of low-income parents whose children have special health care needs. Journal of Medical Internet Research, 13, e75.CrossRefPubMedPubMedCentral
go back to reference Mendez, J. L., Carpenter, J. L., LaForett, D. R., & Cohen, J. S. (2009). Parental engagement and barriers to participation in a community-based preventive intervention. American Journal of Community Psychology, 44, 1–14.CrossRefPubMed Mendez, J. L., Carpenter, J. L., LaForett, D. R., & Cohen, J. S. (2009). Parental engagement and barriers to participation in a community-based preventive intervention. American Journal of Community Psychology, 44, 1–14.CrossRefPubMed
go back to reference Mohr, D. C., Cuijpers, P., & Lehman, K. (2011). Supportive accountability: A model for providing human support to enhance adherence to eHealth interventions. Journal of Medical Internet Research, 13, E30.CrossRefPubMedPubMedCentral Mohr, D. C., Cuijpers, P., & Lehman, K. (2011). Supportive accountability: A model for providing human support to enhance adherence to eHealth interventions. Journal of Medical Internet Research, 13, E30.CrossRefPubMedPubMedCentral
go back to reference Muthén, L.K. & Muthén, B.O. (1998–2012). Mplus user’s guide. Seventh edition. Los Angeles: Muthén & Muthén. Muthén, L.K. & Muthén, B.O. (1998–2012). Mplus user’s guide. Seventh edition. Los Angeles: Muthén & Muthén.
go back to reference Pantin, H. (1996). Ecodevelopmental measures of support and conflict for Hispanic youth and families. Miami: University of Miami School of Medicine. Pantin, H. (1996). Ecodevelopmental measures of support and conflict for Hispanic youth and families. Miami: University of Miami School of Medicine.
go back to reference Pantin, H., Prado, G., Lopez, B., Huang, S., Tapia, M. I., Schwartz, S. J., et al. (2009). A randomized controlled trial of familias unidas for hispanic adolescents with behavior problems. Psychosomatic Medicine, 71, 987–995. Pantin, H., Prado, G., Lopez, B., Huang, S., Tapia, M. I., Schwartz, S. J., et al. (2009). A randomized controlled trial of familias unidas for hispanic adolescents with behavior problems. Psychosomatic Medicine, 71, 987–995.
go back to reference Perrino, T., Coatsworth, J. D., Briones, E., Pantin, H., & Szapocznik, S. (2001). Initial engagement into parent-centered preventive interventions: A family systems perspective. Journal of Primary Prevention, 22, 21–44.CrossRef Perrino, T., Coatsworth, J. D., Briones, E., Pantin, H., & Szapocznik, S. (2001). Initial engagement into parent-centered preventive interventions: A family systems perspective. Journal of Primary Prevention, 22, 21–44.CrossRef
go back to reference Prado, G., & Pantin, H. (2011). Reducing substance use and HIV health disparities among Hispanic youth in the U.S.A.: The Familias Unidas program of research. Psychosocial Interventions, 20, 63–73.CrossRef Prado, G., & Pantin, H. (2011). Reducing substance use and HIV health disparities among Hispanic youth in the U.S.A.: The Familias Unidas program of research. Psychosocial Interventions, 20, 63–73.CrossRef
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
go back to reference Prado, G., Pantin, H., Briones, E., Schwartz, S., Feaster, D., Huang, S., … Szapocznik, J. (2007). A randomized controlled trial of a parent-centered intervention in preventing substance use and HIV risk behaviors in Hispanic adolescents. Journal of Consulting and Clinical Psychology, 75, 914–26. Prado, G., Pantin, H., Briones, E., Schwartz, S., Feaster, D., Huang, S., … Szapocznik, J. (2007). A randomized controlled trial of a parent-centered intervention in preventing substance use and HIV risk behaviors in Hispanic adolescents. Journal of Consulting and Clinical Psychology, 75, 914–26.
go back to reference Prado, G., Cordova, D., Huang, S., Estrada, Y., Rosen, A., Bacio, G.A., … McCollister, K. (2012). The efficacy of Familias Unidas on drug and alcohol outcomes for Hispanic delinquent youth: Main effects and interaction effects by parental stress and social support. Drug and Alcohol Dependence, 125S, S18-25. Prado, G., Cordova, D., Huang, S., Estrada, Y., Rosen, A., Bacio, G.A., … McCollister, K. (2012). The efficacy of Familias Unidas on drug and alcohol outcomes for Hispanic delinquent youth: Main effects and interaction effects by parental stress and social support. Drug and Alcohol Dependence, 125S, S18-25.
go back to reference Prado, G., Pantin, H., & Estrada, Y. (2015). Integrating evidence-based interventions for adolescents in primary care. American Journal of Preventive Medicine, 48, 488–490.CrossRefPubMedPubMedCentral Prado, G., Pantin, H., & Estrada, Y. (2015). Integrating evidence-based interventions for adolescents in primary care. American Journal of Preventive Medicine, 48, 488–490.CrossRefPubMedPubMedCentral
go back to reference Quay, H. C., & Peterson, D. R. (1993). The Revised Behavior Problem Checklist: Manual. Odessa: Psychological Assessment Resources. Quay, H. C., & Peterson, D. R. (1993). The Revised Behavior Problem Checklist: Manual. Odessa: Psychological Assessment Resources.
go back to reference Rainie, L., Duggan, M., & Page, D. (2015). Americans’ internet access: 2000–2015. Washington, DC: Pew Research Center. Rainie, L., Duggan, M., & Page, D. (2015). Americans’ internet access: 2000–2015. Washington, DC: Pew Research Center.
go back to reference Salas-Wright, C.P., Vaughn, M.G., Schwartz, S.J., & Córdova, D. (2015). An “immigrant paradox” for adolescent externalizing behavior? Evidence from a national sample. Social Psychiatry and Psychiatric Epidemiology, 51,27–37. Salas-Wright, C.P., Vaughn, M.G., Schwartz, S.J., & Córdova, D. (2015). An “immigrant paradox” for adolescent externalizing behavior? Evidence from a national sample. Social Psychiatry and Psychiatric Epidemiology, 51,27–37.
go back to reference Sanders, M. R., Baker, S., & Turner, K. M. (2012). A randomized controlled trial evaluating the efficacy of Triple P Online with parents of children with early-onset conduct problems. Behavior Research and Therapy, 50, 675–684.CrossRef Sanders, M. R., Baker, S., & Turner, K. M. (2012). A randomized controlled trial evaluating the efficacy of Triple P Online with parents of children with early-onset conduct problems. Behavior Research and Therapy, 50, 675–684.CrossRef
go back to reference Sandler, I. N., Schoenfelder, E. N., Wolchik, S. A., & MacKinnon, D. P. (2011). Long-term impact of prevention programs to promote effective parenting: Lasting effects but uncertain processes. Annual Review of Psychology, 62, 299–329.CrossRefPubMedPubMedCentral Sandler, I. N., Schoenfelder, E. N., Wolchik, S. A., & MacKinnon, D. P. (2011). Long-term impact of prevention programs to promote effective parenting: Lasting effects but uncertain processes. Annual Review of Psychology, 62, 299–329.CrossRefPubMedPubMedCentral
go back to reference Santisteban, D. A., Dillon, F., Mena, M. P., Estrada, Y., & Vaughan, E. L. (2005). Psychiatric, family and ethnicity-related factors that can impact treatment utilization among Hispanic substance abusing adolescents. Journal of Social Work Practice in the Addictions, 5, 133–155.CrossRefPubMedPubMedCentral Santisteban, D. A., Dillon, F., Mena, M. P., Estrada, Y., & Vaughan, E. L. (2005). Psychiatric, family and ethnicity-related factors that can impact treatment utilization among Hispanic substance abusing adolescents. Journal of Social Work Practice in the Addictions, 5, 133–155.CrossRefPubMedPubMedCentral
go back to reference Santisteban, D. A., Coatsworth, J. D., Briones, E., Kurtines, W., & Szapocznik, J. (2012). Beyond acculturation: An investigation of the relationship of familism and parenting to behavior problems in Hispanic youth. Family Process, 51, 470–482.CrossRefPubMedPubMedCentral Santisteban, D. A., Coatsworth, J. D., Briones, E., Kurtines, W., & Szapocznik, J. (2012). Beyond acculturation: An investigation of the relationship of familism and parenting to behavior problems in Hispanic youth. Family Process, 51, 470–482.CrossRefPubMedPubMedCentral
go back to reference Sourander, A., McGrath, P.J., Ristkari, T., Cunningham, C., Huttunen, J., … & Unruh, A. (2016). Internet-assisted parent training intervention for disruptive behavior in 4-year-old children: A randomized clinical trial. JAMA Psychiatry, 73, 378–87. Sourander, A., McGrath, P.J., Ristkari, T., Cunningham, C., Huttunen, J., … & Unruh, A. (2016). Internet-assisted parent training intervention for disruptive behavior in 4-year-old children: A randomized clinical trial. JAMA Psychiatry, 73, 378–87.
go back to reference Spoth, R., Goldberg, C., & Redmond, C. (1999). Engaging families in longitudinal preventive intervention research: Discrete-time survival analysis of socioeconomic and social-emotional risk factors. Journal of Consulting and Clinical Psychology, 67, 157–163.CrossRefPubMed Spoth, R., Goldberg, C., & Redmond, C. (1999). Engaging families in longitudinal preventive intervention research: Discrete-time survival analysis of socioeconomic and social-emotional risk factors. Journal of Consulting and Clinical Psychology, 67, 157–163.CrossRefPubMed
go back to reference Spoth, R., Rohrbach, L.A., Greenberg, M., Leaf, P., Brown, C.H., … & Society for Preventon Research Type 2 Translational Task Force Members and Contributing Authors. (2013). Addressing core challenges for the next generation of type 2 translation research and systems: The translation science to population impact framework. Prevention Science, 14, 319–51. Spoth, R., Rohrbach, L.A., Greenberg, M., Leaf, P., Brown, C.H., … & Society for Preventon Research Type 2 Translational Task Force Members and Contributing Authors. (2013). Addressing core challenges for the next generation of type 2 translation research and systems: The translation science to population impact framework. Prevention Science, 14, 319–51.
go back to reference Szapocznik, J., & Coatsworth, J. D. (1999). An ecodevelopmental framework for the influences on drug abuse: A developmental model of risk and protection. In M. D. Glantz & C. R. Hartel (Eds.), Drug abuse: Origins & interventions (pp. 331–336). Washington: APA.CrossRef Szapocznik, J., & Coatsworth, J. D. (1999). An ecodevelopmental framework for the influences on drug abuse: A developmental model of risk and protection. In M. D. Glantz & C. R. Hartel (Eds.), Drug abuse: Origins & interventions (pp. 331–336). Washington: APA.CrossRef
go back to reference Szapocznik, J., Kurtines, W., & Fernandez, T. (1980). Bicultural involvement and adjustment in Hispanic-American youths. International Journal of Intercultural Relations, 4, 353–365.CrossRef Szapocznik, J., Kurtines, W., & Fernandez, T. (1980). Bicultural involvement and adjustment in Hispanic-American youths. International Journal of Intercultural Relations, 4, 353–365.CrossRef
go back to reference Szapocznik, J., Prado, G., Burlew, A. K., Williams, R. A., & Santisteban, D. A. (2007). Drug abuse in African American and Hispanic adolescents: Culture, development, and behavior. Annual Review of Clinical Psychology, 3, 77–105.CrossRefPubMed Szapocznik, J., Prado, G., Burlew, A. K., Williams, R. A., & Santisteban, D. A. (2007). Drug abuse in African American and Hispanic adolescents: Culture, development, and behavior. Annual Review of Clinical Psychology, 3, 77–105.CrossRefPubMed
go back to reference Tolan, P. H., Gorman-Smith, D., Huesmann, L. R., & Zelli, A. (1997). Assessment of family relationship characteristics: A measure to explain risk for antisocial behavior and depression among urban youth. Psychological Assessment, 9, 212–223.CrossRef Tolan, P. H., Gorman-Smith, D., Huesmann, L. R., & Zelli, A. (1997). Assessment of family relationship characteristics: A measure to explain risk for antisocial behavior and depression among urban youth. Psychological Assessment, 9, 212–223.CrossRef
go back to reference Winslow, E. B., Bonds, D., Wolchik, S., Sandler, I., & Braver, S. (2009). Predictors of enrollment and retention in a preventive parenting intervention for divorced families. Primary Prevention, 30, 151–172.CrossRef Winslow, E. B., Bonds, D., Wolchik, S., Sandler, I., & Braver, S. (2009). Predictors of enrollment and retention in a preventive parenting intervention for divorced families. Primary Prevention, 30, 151–172.CrossRef
Metadata
Title
Predictors of Participation in an eHealth, Family-Based Preventive Intervention for Hispanic Youth
Authors
Tatiana Perrino
Yannine Estrada
Shi Huang
Sara St. George
Hilda Pantin
Miguel Ángel Cano
Tae Kyoung Lee
Guillermo Prado
Publication date
01-07-2018
Publisher
Springer US
Published in
Prevention Science / Issue 5/2018
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-016-0711-y

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