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Description
This study aimed to utilize multiple informant reports to examine whether effortful control (EC) varies across the home and school context among ethnically diverse adolescents attending middle schools in low-income communities and how patterns of variation across context are differentiated by measures of academic functioning and risky behavior. 763 adolescents (50.2% male; Mage = 12 years), their primary caregivers, and two teachers completed measures of adolescents’ EC. Adolescents reported on aspects of academic functioning and risky behavior. Archival data on grade point average (GPA) were collected from schools and adolescents completed the Go/No-Go computer task. Latent profile analysis revealed three reporting patterns: Equal at Home and School (EHS; 43%), Higher at Home and Lower at School (HHLS; 35%), and Lower at Home and Higher at School (LHHS; 22%). Relative to EHS adolescents, HHLS adolescents were less likely to have greater levels of self-reported EC and LHHS adolescents were more likely to have greater self-reported levels of EC. Regarding academic functioning, compared to the EHS adolescents, HHLS adolescents were less likely to have a higher and LHHS adolescents were more likely to have a higher accuracy rate on the Go/No-Go task and have a higher GPA. Compared to HHLS adolescents, LHHS adolescents were more likely to have a higher accuracy rate and a higher GPA. Further, compared to EHS adolescents, HHLS adolescents were more likely to have higher levels of externalizing behavior and the LHHS adolescents were less likely to have higher levels of externalizing behavior. Compared to HHLS adolescents, LHHS adolescents were less likely to have higher levels of externalizing behavior. This study highlights the importance of considering context in the study of EC and the potential use of multiple informants to identify meaningful variation across contexts. In addition, findings from this study can help inform decision-making in prevention and intervention efforts in support of academic outcomes for marginalized youth.
ContributorsPerez, Vanesa Marie (Author) / Gonzales, Nancy (Thesis advisor) / Tein, Jenn-Yun (Committee member) / Lemery-Chalfant, Kathryn (Committee member) / De Los Reyes, Andres (Committee member) / Arizona State University (Publisher)
Created2023
Description
Mediation analysis is integral to psychology, investigating human behavior’s causal mechanisms. The diversity of explanations for human behavior has implications for the estimation and interpretation of statistical mediation models. Individuals can have similar observed outcomes while undergoing different causal processes or different observed outcomes while receiving the same treatment. Researchers can employ diverse strategies when studying individual differences in multiple mediation pathways, including individual fit measures and analysis of residuals. This dissertation investigates the use of individual residuals and fit measures to identify individual differences in multiple mediation pathways. More specifically, this study focuses on mediation model residuals in a heterogeneous population in which some people experience indirect effects through one mediator and others experience indirect effects through a different mediator. A simulation study investigates 162 conditions defined by effect size and sample size for three proposed methods: residual differences, delta z, and generalized Cook’s distance. Results indicate that analogs of Type 1 error rates are generally acceptable for the method of residual differences, but statistical power is limited. Likewise, neither delta z nor gCd could reliably distinguish between contrasts that had true effects and those that did not. The outcomes of this study reveal the potential for statistical measures of individual mediation. However, limitations related to unequal subpopulation variances, multiple dependent variables, the inherent relationship between direct effects and unestimated indirect effects, and minimal contrast effects require more research to develop a simple method that researchers can use on single data sets.
ContributorsSmyth, Heather Lynn (Author) / MacKinnon, David (Thesis advisor) / Tein, Jenn-Yun (Committee member) / McNeish, Daniel (Committee member) / Grimm, Kevin (Committee member) / Arizona State University (Publisher)
Created2022
Description
Internalizing symptoms are prevalent among adolescents, especially among Latinos, and can have negative consequences on health and development. Understanding the risk and protective factors leading to internalizing difficulties among Latino youth is critical. The current study sought to assess the effects of family risk and peer social rejection in the seventh grade on internalizing symptoms in the tenth grade, and the potential buffering effects of social support from family and from friends, among a sample of 749 Mexican American youth. Structural equation modeling was used to examine pathways from seventh grade family risk and peer social rejection to internalizing symptoms in the tenth grade. Perceived social support from family and perceived social support from friends were tested as moderators of these relations. Gender differences in these pathways were also assessed. Results showed that family risk did not predict tenth grade internalizing symptoms, but that peer social rejection predicted increased internalizing symptoms for girls. Furthermore, buffering effects were not confirmed; rather social support from both friends and family had no effect on the relation between family risk and internalizing symptoms, and high levels of social support from both sources amplified the effect of peer social rejection on internalizing symptoms. Secondary analyses suggested that at low levels of social support from both sources, peer social rejection predicted decreased internalizing symptoms for males. Limitations and implications for prevention and future research are discussed.
ContributorsJenchura, Emily C (Author) / Gonzales, Nancy (Thesis advisor) / Tein, Jenn-Yun (Committee member) / Luecken, Linda (Committee member) / Arizona State University (Publisher)
Created2015
Description
The present study applied latent class analysis to a family-centered prevention
trial in early childhood to identify subgroups of families with differential responsiveness to the Family Check-up (FCU) intervention. The sample included 731 families of 2-year- olds randomized to the FCU or control and followed through age five with yearly follow up assessments (Dishion et al., 2014; Shaw et al., 2015). A two-step mixture model was used to examine whether specific constellations of family characteristics at age 2 (baseline) were related to intervention response at age 3, 4, and 5. The first step empirically identified latent classes of families based on a variety of demographic and adjustment variables selected on the basis of previous research on predictors of response to the FCU and parent training in general, as well as on the clinical observations of FCU implementers. The second step modeled the effect of the FCU on longitudinal change in children's problem behavior in each of the empirically derived latent classes. Results suggested a five-class solution, where a significant intervention effect of moderate-to- large size was observed in one of the five classes. The families within the responsive class were characterized by child neglect, legal problems, and mental health issues. Pairwise comparisons revealed that the intervention effect was significantly greater in this class of families than in two other classes that were generally less at risk for the development of disruptive behavior problems, and post hoc analyses partially supported these results. Thus, results indicated that the FCU was most successful in reducing child problem behavior in the highly distressed group of families. We conclude by discussing the potential practical utility of these results and emphasizing the need for future research to evaluate this approach's predictive accuracy.
trial in early childhood to identify subgroups of families with differential responsiveness to the Family Check-up (FCU) intervention. The sample included 731 families of 2-year- olds randomized to the FCU or control and followed through age five with yearly follow up assessments (Dishion et al., 2014; Shaw et al., 2015). A two-step mixture model was used to examine whether specific constellations of family characteristics at age 2 (baseline) were related to intervention response at age 3, 4, and 5. The first step empirically identified latent classes of families based on a variety of demographic and adjustment variables selected on the basis of previous research on predictors of response to the FCU and parent training in general, as well as on the clinical observations of FCU implementers. The second step modeled the effect of the FCU on longitudinal change in children's problem behavior in each of the empirically derived latent classes. Results suggested a five-class solution, where a significant intervention effect of moderate-to- large size was observed in one of the five classes. The families within the responsive class were characterized by child neglect, legal problems, and mental health issues. Pairwise comparisons revealed that the intervention effect was significantly greater in this class of families than in two other classes that were generally less at risk for the development of disruptive behavior problems, and post hoc analyses partially supported these results. Thus, results indicated that the FCU was most successful in reducing child problem behavior in the highly distressed group of families. We conclude by discussing the potential practical utility of these results and emphasizing the need for future research to evaluate this approach's predictive accuracy.
ContributorsPelham, William (Author) / Dishion, Thomas J (Thesis advisor) / Tein, Jenn-Yun (Committee member) / Crnic, Keith A (Committee member) / Arizona State University (Publisher)
Created2016
Description
Asian American (AA) adolescents and young adults are at risk for poor psychological adjustment and diminished health. Parental involvement and intergenerational gap in acculturation (IGA) have been independently associated with intergenerational acculturative conflict, a common stressor in the AA population. However, few studies have tested how the influence of parental involvement on intergenerational acculturative conflict/family cohesion and subsequent psychological adjustment may vary depending on IGA; and even fewer studies have investigated how such models apply to AA general health. The goals of the present study were, therefore, to identify pathways linking these acculturative family processes to AA young adult general health in a large sample of Filipino and Southeast Asian (SEA) families. Analyses utilized data from the Children of Immigrants Longitudinal Study (CILS; Portes & Rumbaut, 2001), a national longitudinal study of children from immigrant families. Results suggested that although Filipino and SEA families may differ in the acculturative processes that contribute to intergenerational acculturative conflict and family cohesion, depressive symptoms are an important mechanism through which these family outcomes in adolescence influence young adult general health outcomes in both Filipino and SEA families. This investigation serves to inform future programs aimed at providing targeted interventions for AAs at risk for long-term psychological disorders and physical health problems.
ContributorsTanaka, Rika (Author) / Luecken, Linda J. (Thesis advisor) / Gonzales, Nancy (Committee member) / Doane Sampey, Leah (Committee member) / Tein, Jenn-Yun (Committee member) / Arizona State University (Publisher)
Created2015
Description
High-risk sexual behavior (HRSB) and substance use (SU) are highly prevalent in the general population with adolescents and young adults at high risk for engaging in these behaviors. Unhealthy behavioral patterns established during these developmental periods can have detrimental long-term effects on physical and mental health. Health care expenditures, related to consequences of these behaviors, have been estimated to reach around $740 billion in the United States, indicating an imminent public health concern. Unfortunately, little is known about trajectories and risk factors of health risk behaviors (HRBs) beyond age 25, which is a critical developmental period regarding these behaviors. This study sought to better understand HRB trajectories throughout young adulthood as well as the mechanisms underlying the initiation and progression of these behaviors. This study used data from a large (n = 998), longitudinal, randomized-controlled trial with intensive measurement of HRBs and peer and family processes. Growth mixture modeling estimated gender-specific trajectories of HRSB and SU (tobacco, alcohol, marijuana) from ages 22-30. Multinomial logistic regression (MLR) then examined how family and peer factors, and trauma exposure during adolescence, both separately and in combination, influenced HRB trajectories. Four unique trajectories resulted for SU (low use class; increasing use class; decreasing use class; high use class) and three for HRSB (low HRSB class; increasing HRSB class; deceasing HRSB class). There were no differences in the number of classes or trajectory patterns between men and women. Results of the MLRs demonstrated that deviant peer affiliation (DP), family conflict, parental monitoring and trauma exposure impacted trajectories of tobacco and marijuana use and HRSB during young adulthood, but that the most salient influences were DP and trauma exposure. Alcohol use trajectories and differences between the increasing, decreasing and high trajectory classes for the other HRBs were difficult to predict. These results suggest that young adults are still at risk for engaging in HRBs, and there are risk factors in adolescence that influence typologies of HRBs during this developmental period. Prevention and intervention programs targeting young adulthood are needed, and better understanding factors that lead to vulnerabilities specific to this developmental period may inform targeted interventions.
ContributorsPanza, Kaitlyn Elizabeth (Author) / Corbin, William R. (Thesis advisor) / Tein, Jenn-Yun (Thesis advisor) / Crnic, Keith A. (Committee member) / Ha, Thao (Committee member) / Arizona State University (Publisher)
Created2019
Description
This study examined whether the New Beginnings Program (NBP), a preventive parenting intervention, led to changes in coping strategies and coping efficacy in emerging adults whose families had participated in the program 15 years earlier. Gender and baseline risk were examined as moderators of these relations. Participants (M = 25.6 years; 50% female) were from 240 families that had participated in an experimental trial (NBP [mother-only, mother-child] vs. literature control). Data from the pretest and 15-year follow-up were used. Multiple regression analyses revealed that pretest risk interacted with program participation in the mother-only condition of the NBP such that offspring entering the program with higher pretest risk reported significantly less avoidant coping 15 years later. There was a marginal effect of participation in the NBP on problem-focused coping; emerging adults who had participated in the NBP had marginally higher levels of problem-focused coping. There were no significant main effects nor interactive program by risk or program by gender effects on support coping or coping efficacy. Results are discussed in terms of their implications for implementation of preventive interventions and research on pathways of coping.
ContributorsRhodes, Charla Aubrey (Author) / Wolchik, Sharlene A (Thesis advisor) / Tein, Jenn-Yun (Committee member) / Leucken, Linda (Committee member) / Arizona State University (Publisher)
Created2019
Description
Using data from a randomized, experimental trial of a brief family-based preventive intervention for parentally-bereaved families, this study evaluated whether participation in the Family Bereavement Program (FBP) when the offspring were in childhood/adolescence (ages 8 to 16) improved competencies when the offspring were emerging/young adults (ages 23 to 32). Participants were 244 emerging/young adults; data used were from assessments at pretest, posttest, 6 years post-intervention, and 15 years post-intervention. In addition to testing the direct effects of the program, developmental cascade effects models were used to test the relations between program-induced improvements in positive parenting and decreased negative life events at posttest and subsequent effects on domains of competence and behavior problems in adolescence/emerging adulthood (ages 14 to 22) and four developmental competencies of emerging/young adulthood: academic, peer, romantic, and work competence. Results supported a cascading effects model of program effects on competence outcomes. In the full sample, there were significant mediation effects of the intervention to decreased negative life events at posttest to increased grade-point average (GPA) at the 6-year follow-up to higher academic and work competence at the 15-year follow-up. For females only, two additional significant mediational pathways of the FBP occurred. The FBP led to an increase in peer competence 6 years post-intervention, which was associated with an increase in work competence 15 years post-intervention. Also, the FBP led to a decrease in externalizing problems in adolescence/emerging adulthood, but externalizing problems were positively associated with work competence. For males, additional mediation effects of the FBP on work competence occurred. The FBP decreased negative life events. However, higher negative life events were associated with lower externalizing problems in adolescence/emerging adulthood, and externalizing problems were positively associated with work competence. For males only, a significant three-pathway mediation effect of the intervention occurred on increased positive parenting at posttest to increased romantic attachment at the 6-year follow-up to higher romantic competence at the 15-year follow-up. Peer competence showed continuity over development. Mediational analyses highlighted the role of program-induced improvements in parenting, reductions in exposure to negative life events, and earlier developmental competencies on competence outcomes in emerging/young adulthood. Implications for promoting resilience in parentally-bereaved, at-risk youth are discussed.
ContributorsINGRAM, ALEXANDRA M (Author) / Wolchik, Sharlene (Thesis advisor) / Corbin, William (Committee member) / Infurna, Frank (Committee member) / Tein, Jenn-Yun (Committee member) / Arizona State University (Publisher)
Created2020