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Stolwijk I, Jak S, Eichelsheim V, Hoeve M. Dealing With Dependent Effect Sizes in MASEM. ZEITSCHRIFT FUR PSYCHOLOGIE-JOURNAL OF PSYCHOLOGY 2022. [DOI: 10.1027/2151-2604/a000485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. The objective of the present study was to examine whether different methods for dealing with dependency in meta-analytic structural equation modeling (MASEM) lead to different results. Four different methods for dealing with dependent effect sizes in MASEM were applied to empirical data, including: (1) ignoring dependency; (2) aggregation; (3) elimination; and (4) a multilevel approach. Random-effects two-stage structural equation modeling was conducted for each method separately, and potential moderators were examined using subgroup analysis. Results demonstrated that the different methods of dealing with dependency in MASEM lead to different results. Thus, the decision on which approach should be used in MASEM-analysis should be carefully considered. Given that the multilevel approach is the only approach that includes all available information while explicitly modeling dependency, it is currently the theoretically preferred approach for dealing with dependency in MASEM. Future research should evaluate the multilevel approach with simulated data.
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Affiliation(s)
- Isidora Stolwijk
- Faculty of Social and Behavioural Sciences, University of Amsterdam, The Netherlands
| | - Suzanne Jak
- Faculty of Social and Behavioural Sciences, University of Amsterdam, The Netherlands
| | - Veroni Eichelsheim
- Faculty of Social and Behavioural Sciences, University of Amsterdam, The Netherlands
| | - Machteld Hoeve
- Faculty of Social and Behavioural Sciences, University of Amsterdam, The Netherlands
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Liu SR, Kia-Keating M, Santacrose DE, Modir S. Linking profiles of neighborhood elements to health and related outcomes among children across the United States. Health Place 2018; 53:203-209. [PMID: 30179750 DOI: 10.1016/j.healthplace.2018.08.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Revised: 07/13/2018] [Accepted: 08/22/2018] [Indexed: 12/01/2022]
Abstract
The current study explored association of neighborhood elements to children's health and related outcomes. Nationally representative data (N = 49,513,974, ages 6-17, 51.1% Male) was used to empirically define classes of neighborhoods based on presence or absence of various neighborhood elements. Analyses resulted in a three-class model: 1) "High Assets, Low Disorganization" (64.57%), 2) "High Assets, High Disorganization" (13.51%), and 3) "Few Assets, Low Disorganization" (21.91%). Class Membership was differentially associated with health, flourishing, and neighborhood cohesion. Results suggest health interventions should focus on increasing neighborhood assets, decreasing levels of neighborhood violence and poverty, and improving social dynamics of neighborhoods.
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Affiliation(s)
- Sabrina R Liu
- Department of Counseling, Clinical, and School Psychology, Gevirtz Graduate School of Education, University of California, Santa Barbara, Santa Barbara, CA 93106, USA.
| | - Maryam Kia-Keating
- Department of Counseling, Clinical, and School Psychology, Gevirtz Graduate School of Education, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Diana E Santacrose
- Department of Counseling, Clinical, and School Psychology, Gevirtz Graduate School of Education, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Sheila Modir
- Department of Counseling, Clinical, and School Psychology, Gevirtz Graduate School of Education, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
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Cox RB, Criss MM, Harrist AW, Zapata-Roblyer M. Are Negative Peer Influences Domain Specific? Examining the Influence of Peers and Parents on Externalizing and Drug Use Behaviors. J Prim Prev 2017; 38:515-536. [PMID: 28871361 DOI: 10.1007/s10935-017-0488-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Most studies tend to characterize peer influences as either positive or negative. In a sample of 1815 youth from 14 different schools in Caracas, Venezuela, we explored how two types of peer affiliations (i.e., deviant and drug-using peers) differentially mediated the paths from positive parenting to youth's externalizing behavior and licit and illicit drug use. We used Zero Inflated Poisson models to test the probability of use and the extent of use during the past 12 months. Results suggested that peer influences are domain specific among Venezuelan youth. That is, deviant peer affiliations mediated the path from positive parenting to youth externalizing behaviors, and peer drug-using affiliations mediated the paths to the drug use outcomes. Mediation effects were partial, suggesting that parenting explained unique variance in the outcomes after accounting for both peer variables, gender, and age. We discuss implications for the development of screening tools and for prevention interventions targeting adolescents from different cultures.
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Affiliation(s)
- Ronald B Cox
- Center for Family Resilience, Oklahoma State University-Tulsa, 700 North Greenwood Avenue, Tulsa, OK, 74106, USA.
| | - Michael M Criss
- Center for Family Resilience, Oklahoma State University-Tulsa, 700 North Greenwood Avenue, Tulsa, OK, 74106, USA
| | - Amanda W Harrist
- Center for Family Resilience, Oklahoma State University-Tulsa, 700 North Greenwood Avenue, Tulsa, OK, 74106, USA
| | - Martha Zapata-Roblyer
- Human Development and Family Science, Oklahoma State University-Tulsa, Tulsa, OK, USA
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Kogan SM, Lei MK, Brody GH, Futris TG, Sperr M, Anderson T. Implementing Family-Centered Prevention in Rural African American Communities: a Randomized Effectiveness Trial of the Strong African American Families Program. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2016; 17:248-58. [PMID: 26459373 PMCID: PMC5911919 DOI: 10.1007/s11121-015-0614-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Efforts to disseminate evidence-based prevention programs are hampered by a lack of real-world effectiveness trials undertaken with community providers. The Strong African American Families (SAAF) program is an empirically validated intervention designed to prevent problem behavior among rural African American youth. To evaluate the effectiveness of SAAF and its implementation protocols when delivered by a community provider, we conducted a randomized, wait-list-controlled trial with outcome measurements assessed longitudinally at baseline and 6 months after baseline. A total of 465 African American youth and their parents were recruited randomly from public school lists of fifth- and sixth-grade students in eight rural counties in south Georgia. Youth and parents assessed targeted outcomes in their homes. The main outcome, problem behavior vulnerability, was operationalized as a latent construct comprising three indicators: tolerance for deviance, intentions to engage in risky behavior, and affiliations with risk-taking peers. SAAF was implemented with uniformly high levels of adherence (85.5%; SD = 10.8) and attendance (M = 4.1, SD = 2.9, range = 0-7). Intent-to-treat and complier average causal effect analyses revealed significant program effects on intervention-targeted parenting practices, youth self-regulatory processes, and problem behavior vulnerability. SAAF influenced problem behavior vulnerability indirectly via effects on targeted parenting and youth processes. This study supported the effectiveness of SAAF in a community setting when a systematic implementation model supports participant engagement and intervention adherence.
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Affiliation(s)
- Steven M Kogan
- Department of Human Development and Family Science, University of Georgia, 305 Sanford Drive, Athens, GA, 30602, USA.
- Center for Family Research, University of Georgia, Athens, GA, USA.
| | - Man-Kit Lei
- Center for Family Research, University of Georgia, Athens, GA, USA
| | - Gene H Brody
- Center for Family Research, University of Georgia, Athens, GA, USA
| | - Ted G Futris
- Department of Human Development and Family Science, University of Georgia, 305 Sanford Drive, Athens, GA, 30602, USA
| | - Megan Sperr
- Center for Family Research, University of Georgia, Athens, GA, USA
| | - Tracy Anderson
- Center for Family Research, University of Georgia, Athens, GA, USA
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Up in Smoke: Neighborhood Contexts of Marijuana Use from Adolescence Through Young Adulthood. J Youth Adolesc 2015; 45:35-53. [DOI: 10.1007/s10964-015-0370-5] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 10/16/2015] [Indexed: 11/25/2022]
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Sterrett EM, Dymnicki AB, Henry D, Byck GR, Bolland J, Mustanski B. Predictors of co-occurring risk behavior trajectories among economically disadvantaged African-American youth: contextual and individual factors. J Adolesc Health 2014; 55:380-7. [PMID: 24755141 PMCID: PMC4143450 DOI: 10.1016/j.jadohealth.2014.02.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Revised: 01/01/2014] [Accepted: 02/28/2014] [Indexed: 10/25/2022]
Abstract
PURPOSE African-American youth, particularly those from low-income backgrounds, evidence high rates of negative outcomes associated with three problem behaviors, conduct problems, risky sexual behavior, and substance use. This study used a contextually tailored version of problem behavior theory (PBT) to examine predictors of the simultaneous development of problem behaviors in this specific cultural group. METHODS Sociocontextual and individual variables representing four PBT predictor categories, controls protection, support protection, models risk, and vulnerability risk, were examined as predictors of co-occurring problem behaviors among economically disadvantaged African-American adolescents (n = 949). Specifically, the likelihood of following three classes of multiple problem behavior trajectories spanning ages 12-18, labeled the "early experimenters," "increasing high risk-takers," and "adolescent-limited" classes, as opposed to a "normative" class, was examined. RESULTS Among other findings, controls protection in the form of a more stringent household curfew at age 12 was related to a lower likelihood of being in the "early experimenters" and "increasing high risk-takers" classes. Conversely, vulnerability risk manifested as stronger attitudes of violence inevitability was associated with a higher likelihood of being in the "early experimenters" class. However, the PBT category of support protection was not associated with risk trajectory class. More distal neighborhood-level manifestations of PBT categories also did not predict co-occurring behavior problems. CONCLUSION Guided by an incorporation of contextually salient processes into PBT, prevention programs aiming to decrease co-occurring problem behaviors among low-income African-American adolescents would do well to target both proximal systems and psychological constructs related to perceived security throughout adolescence.
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Affiliation(s)
- Emma M Sterrett
- Kent School of Social Work, University of Louisville, Louisville, Kentucky.
| | | | - David Henry
- Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, Illinois
| | - Gayle R Byck
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
| | - John Bolland
- College of Human Environmental Sciences, University of Alabama, Birmingham, Alabama
| | - Brian Mustanski
- Department of Medical Social Sciences, Northwestern University, Chicago, Illinois
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Karriker-Jaffe KJ, Foshee VA, Ennett ST, Suchindran C. Associations of neighborhood and family factors with trajectories of physical and social aggression during adolescence. J Youth Adolesc 2013; 42:861-77. [PMID: 23054352 PMCID: PMC3772661 DOI: 10.1007/s10964-012-9832-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Accepted: 09/26/2012] [Indexed: 10/27/2022]
Abstract
Adolescents develop within multiple contexts that synergistically influence their behavior and health. To understand the simultaneous influence of neighborhood and family contexts on adolescents, this study examined relationships of neighborhood socioeconomic disadvantage, neighborhood social disorganization, family conflict, parent-child bonding and parental control with trajectories of physical and social aggression. The sample included 5,118 adolescents between ages 11 and 18 (50% female, 52% Caucasian) living in predominantly rural areas. Multilevel growth curve models showed an interaction between neighborhood disadvantage, family conflict and gender on the physical aggression trajectories. The interaction suggested more rapid processes of both increase in and desistance from physical aggression over time for boys with high neighborhood disadvantage and high family conflict, as well as a higher starting point, more gradual increase and slower process of desistance over time for girls in similar neighborhood and family contexts. Less parent-child bonding and less parental control also were associated with higher initial levels of physical aggression. For social aggression, an interaction between family conflict and gender showed girls with high family conflict had the highest initial levels of social aggression, with a more gradual increase over time for these girls compared to their male counterparts in high-conflict families or their female counterparts in low-conflict families. Less parent-child bonding was associated with higher initial levels and a faster increase over time of social aggression, and less parental control was associated with higher initial levels of social aggression. The findings suggest early family-based interventions may help prevent perpetration of both physical and social aggression during adolescence.
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Liu W, Lee GP, Goldweber A, Petras H, Storr CL, Ialongo NS, Martins SS. Impulsivity trajectories and gambling in adolescence among urban male youth. Addiction 2013; 108:780-8. [PMID: 23130867 PMCID: PMC3586388 DOI: 10.1111/add.12049] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2011] [Revised: 01/10/2012] [Accepted: 10/24/2012] [Indexed: 11/30/2022]
Abstract
AIM Building on the recent emerging literature on the impulsivity trajectory-gambling association, this study investigated the association between developmental trajectories of teacher-rated impulsivity in early adolescence (ages 11-15 years) and subsequent gambling and gambling problems (i.e. at-risk and problem gambling) by age 19. DESIGN Prospective cohort design. SETTING Urban communities in Baltimore, Maryland. PARTICIPANTS The sample consists of 310 predominately minority (87%) and low socio-economic status (SES) (70%) males followed from first grade to late adolescence. MEASUREMENTS Impulsivity was measured using teacher ratings of classroom behavior. Self-reported gambling behavior was assessed using the South Oaks Gambling Screen-Revised for Adolescents (SOGS-RA). FINDINGS Results from a conventional growth model suggest that the intercept of the impulsivity development (as measured by the repeated assessments of impulsivity across the entire developmental period) was associated significantly with gambling. Results from a general growth mixture model evidenced two distinct trajectories: a high impulsivity trajectory (41% of the sample) and a low impulsivity trajectory (59% of the sample). Despite its non-significant association with any gambling, heterogeneity in impulsivity development was associated significantly with gambling problems. Specifically, being in the high impulsivity trajectory doubled the odds of meeting criteria for at-risk or problem gambling [odds ratio (OR) = 2.09, 95% confidence interval (CI): 1.02, 4.27)] and tripled the odds of meeting criteria for problem gambling (OR = 2.84, 95% CI: 1.02, 7.91). CONCLUSIONS Development in impulsivity is associated strongly with problem/at-risk gambling in adolescence among urban male youth. Findings highlight the importance of distinguishing gambling problems from any gambling when evaluating programs aimed at reducing youth gambling problems through reducing impulsivity.
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Affiliation(s)
| | - Grace P. Lee
- Department of Mental Health, Johns Hopkins University
| | | | - Hanno Petras
- Department of Mental Health, Johns Hopkins University,JBS International Inc
| | - Carla L. Storr
- Department of Mental Health, Johns Hopkins University,Department of Family and Community Health, University of Maryland
| | | | - Silvia S. Martins
- Department of Epidemiology, Columbia University,Corresponding author: Silvia S. Martins, M.D., Ph.D. Department of Epidemiology Columbia University Mailman School of Public Health 722 West 168th street, Rm. 509 New York, NY 10032 Phone: 212-305-2848/410-929-9303
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Brody GH, Chen YF, Kogan SM, Smith K, Brown AC. Buffering Effects of a Family-Based Intervention for African American Emerging Adults. JOURNAL OF MARRIAGE AND THE FAMILY 2010; 72:1426-1435. [PMID: 20976130 PMCID: PMC2957118 DOI: 10.1111/j.1741-3737.2010.00774.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
This study focused on the buffering effects of Adults in the Making (AIM), a family-centered preventive intervention, on the link between life stress and increases in risk behaviors among 347 rural, southern African Americans as they left high school. Of the families, 174 were assigned to the prevention condition and 173 to a control condition. Emerging adults reported risk behaviors at pretest, posttest (7 months after pretest), and long-term follow-up (10 months after posttest). A significant Life stress × Prevention condition interaction emerged: Increases in risk behaviors were significantly greater among emerging adults in the control condition who experienced high stress levels than among those in the prevention condition who experienced equally high stress levels.
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Chuang YC, Ennett ST, Bauman KE, Foshee VA. Relationships of adolescents' perceptions of parental and peer behaviors with cigarette and alcohol use in different neighborhood contexts. J Youth Adolesc 2009; 38:1388-98. [PMID: 19779814 DOI: 10.1007/s10964-009-9424-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2009] [Accepted: 05/29/2009] [Indexed: 11/28/2022]
Abstract
This study examined the relationships of adolescents' perceptions of parental and peer behaviors with cigarette and alcohol use in different neighborhood contexts. The sample included 924 adolescents (49% boys, 51% girls) 12-14 years of age whose addresses were matched with 1990 census block groups. Six neighborhood types were identified through a cluster analysis. The findings suggest that parental smoking was associated with increased adolescent smoking in suburban white middle socioeconomic status (SES) neighborhoods. Peer smoking was associated with increased adolescent smoking in rural neighborhoods. Parental monitoring was associated with decreased adolescent drinking in urban white high-SES neighborhoods and parental drinking was associated with increased adolescent drinking in urban white middle-SES neighborhoods, respectively. Peer drinking was associated with increased adolescent drinking in urban neighborhoods. This study demonstrates the importance of examining parental and peer influences on adolescent smoking and drinking in different neighborhood contexts.
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Affiliation(s)
- Ying-Chih Chuang
- Graduate Institute of Public Health, Taipei Medical University, Taipei, Taiwan.
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