Within- and between-person and group variance in behavior and beliefs in cross-cultural longitudinal data.
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2017-06-26
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This study grapples with what it means to be part of a cultural group, from a statistical modeling perspective. The method we present compares within- and between-cultural group variability, in behaviors in families. We demonstrate the method using a cross-cultural study of adolescent development and parenting, involving three biennial waves of longitudinal data from 1296 eight-year-olds and their parents (multiple cultures in nine countries). Family members completed surveys about parental negativity and positivity, child academic and social-emotional adjustment, and attitudes about parenting and adolescent behavior. Variance estimates were computed at the cultural group, person, and within-person level using multilevel models. Of the longitudinally consistent variance, most was within and not between cultural groups-although there was a wide range of between-group differences. This approach to quantifying cultural group variability may prove valuable when applied to quantitative studies of acculturation.
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Deater-Deckard, Kirby, Jennifer Godwin, Jennifer E Lansford, Dario Bacchini, Anna Silvia Bombi, Marc H Bornstein, Lei Chang, Laura Di Giunta, et al. (2017). Within- and between-person and group variance in behavior and beliefs in cross-cultural longitudinal data. J Adolesc. 10.1016/j.adolescence.2017.06.002 Retrieved from https://hdl.handle.net/10161/15834.
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Jennifer Godwin
Jennifer Godwin is a research scientist at the Center for Child and Family Policy. She joined the Center in 2003 to provide statistical expertise for various projects. Currently, she works on the Fast Track and Childhood Risk Factors and Young Adult Competence projects, providing statistical analyses. She has extensive programming experience in SAS, Stata and MPlus, including survival analysis, mediation models, and multilevel models for continuous and categorical dependent variables.
Jennifer Lansford
Jennifer Lansford is the director of the Center for Child and Family Policy and S. Malcolm Gillis Distinguished Research Professor of Public Policy in the Sanford School of Public Policy.
Dr. Lansford's research focuses on the development of aggression and other behavior problems in youth, with an emphasis on how family and peer contexts contribute to or protect against these outcomes. She examines how experiences with parents (e.g., physical abuse, discipline, divorce) and peers (e.g., rejection, friendships) affect the development of children's behavior problems, how influence operates in adolescent peer groups, and how cultural contexts moderate links between parenting and children's adjustment.
Ann Skinner
Ann Skinner joined the Center in 2001 and is a Research Scientist with Parenting Across Cultures (PAC) and C-StARR. She is also the Principal Investigator for a study examining the effects of the war on young people and their families in Ukraine.
Her research focuses on the ways in which stressful community, familial, and interpersonal events impact parent-child relationships and the development of aggression and internalizing behaviors in youth. She has extensive experience in data management of multisite projects and in supervising teams for school- and community-based interventions and data collection.
Skinner is a former supervisor in the Junior Researcher Programme, where she led a group of junior international scholars exploring the impact of COVID-19 on adolescent and young adult development. She is currently a 2022-23 fellow with the ICDSS COVID-19 Global Scholars Program.
Prior to her work with Parenting Across Cultures, Skinner was a senior school specialist and research analyst on the GREAT Schools and Families middle school violence prevention project at the Center, as well as Project CLASS.
Skinner has a Ph.D in developmental psychology from the University of Gothenburg, Sweden, a master's degree in education, and B.A. in psychology, both from the College of William and Mary, with a focus on teaching students with emotional and learning disabilities. Before joining the Center, she worked as a special education teacher, trainer, and supervisor in the North Carolina public schools and at residential facilities for at-risk youth in Rhode Island and North Carolina.
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