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Ahmad SI, Rudd KL, LeWinn KZ, Mason WA, Graff JC, Roubinov DS, Bush NR. A longitudinal path model examining the transactional nature of parenting and child externalizing behaviors in a large, sociodemographically diverse sample. Dev Psychopathol 2024:1-15. [PMID: 39363707 DOI: 10.1017/s0954579424001147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
Children's externalizing behaviors are associated with impairments across the lifespan. Developmental psychopathology theories propose transactional (bidirectional) associations between child externalizing behaviors and parenting during childhood and adolescence. Yet, these foundational relations in early childhood are not well-studied. Utilizing a large, mixed-sex sample, we examined the reciprocal nature of parenting and child externalizing behaviors across early childhood using robust repeated-measures models. Repeated measures data were drawn from a socioeconomically diverse, longitudinal pregnancy cohort of 1287 (64% Black, 31% White) mother-child dyads at four time points (ages one to six). Three variables were included in cross-lagged panel models: observed parenting quality, child externalizing symptoms, and a maternal risk composite. In covariate-adjusted models, higher parenting quality at Wave 1 predicted lower child externalizing symptoms at Wave 2. Higher externalizing symptoms at Wave 1 and Wave 2 predicted lower parenting quality at Wave 2 and Wave 3, respectively. Maternal risk and parenting quality were not significantly associated. Findings showed both parent-driven and child-driven effects across early childhood that did not vary by child sex. The transactional nature of the parent-child relationship begins in infancy, underscoring the importance of early screening and provision of supports for families to minimize and prevent the development of serious psychopathology.
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Affiliation(s)
- Shaikh I Ahmad
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
| | - Kristen L Rudd
- Department of Psychology, University of Colorado, Colorado Springs, CO, USA
| | - Kaja Z LeWinn
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
| | - W Alex Mason
- Department of Child, Youth and Family Studies, Nebraska Center for Research on Children, Youth, Families & Schools, University of Nebraska - Lincoln, Lincoln, NE, USA
| | - J Carolyn Graff
- College of Nursing, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - Danielle S Roubinov
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA
| | - Nicole R Bush
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA
- Department of Pediatrics, University of California, San Francisco, CA, USA
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2
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Lauriola M, Cerniglia L, Tambelli R, Cimino S. Deliberative and Affective Risky Decisions in Teenagers: Different Associations with Maladaptive Psychological Functioning and Difficulties in Emotion Regulation? CHILDREN (BASEL, SWITZERLAND) 2022; 9:1915. [PMID: 36553358 PMCID: PMC9777102 DOI: 10.3390/children9121915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/04/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022]
Abstract
Using network analysis, we investigated the relationships between maladaptive psychological functioning, difficulties in emotion regulation, and risk-taking in deliberative and affective behavioral decisions. Participants (103 adolescents aged between 13 and 19 years, 62% boys) took the Cold (deliberative) and Hot (affective) versions of the Columbia Card Task and completed the Youth Self-Report (YSR) and the Difficulties in Emotion Regulation Scale (DERS). In contrast to the view that risk propensity increases from preadolescence to middle adolescence and decreases at later ages, our study revealed no age-specific trend. YSR syndrome scales were significantly correlated with risk propensity, but only in the Cold version. The YSR Thought Problems scale was the most central node in the network, linking internalizing and externalizing problems with risk propensity in the Cold CCT. Lack of emotional Clarity was the only DERS consistently linked with risk-taking both in correlation and network analyses. Maladaptive psychological functioning and difficulties in emotion regulation were linked with risk propensity in affective risky decisions through deliberative processes. The statistical significance of direct and indirect effects was further examined using nonparametric mediation analyses. Our study highlights the role of cognitive factors that in each variable set might account for risk-taking in teenagers.
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Affiliation(s)
- Marco Lauriola
- Department of Social and Developmental Psychology, Sapienza, University of Rome, 00185 Roma, Italy
| | - Luca Cerniglia
- Faculty of Psychology, International Telematic University Uninettuno, 00186 Roma, Italy
| | - Renata Tambelli
- Department of Dynamic, Clinical and Health Psychology, Sapienza, University of Rome, 00185 Roma, Italy
| | - Silvia Cimino
- Department of Dynamic, Clinical and Health Psychology, Sapienza, University of Rome, 00185 Roma, Italy
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3
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Ameis SH, Haltigan JD, Lyon RE, Sawyer A, Mirenda P, Kerns CM, Smith IM, Vaillancourt T, Volden J, Waddell C, Zwaigenbaum L, Bennett T, Duku E, Elsabbagh M, Georgiades S, Ungar WJ, Zaidman‐Zait A, Lai M, Szatmari P. Middle-childhood executive functioning mediates associations between early-childhood autism symptoms and adolescent mental health, academic and functional outcomes in autistic children. J Child Psychol Psychiatry 2022; 63:553-562. [PMID: 34382216 PMCID: PMC9291328 DOI: 10.1111/jcpp.13493] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/08/2021] [Indexed: 12/03/2022]
Abstract
BACKGROUND Executive functioning (EF) varies in children with autism spectrum disorder (ASD) and is associated with clinical symptoms, academic, and adaptive functioning. Here, we examined whether middle-childhood EF mediates associations between early-childhood autism symptoms and adolescent outcomes in children with ASD. METHODS The Pathways in ASD Cohort comprising children recruited at the time of ASD diagnosis (at 2-4 years-of-age) and followed prospectively across eight subsequent timepoints over ~10 years was used. A subset of Pathways participants (n = 250) with Behavior Rating Inventory of Executive Function (BRIEF)-Parent Form data from at least one timepoint when participants were school-aged was analyzed. A mediation framework was used to examine whether BRIEF-measured EF across age 7-10 years (middle-childhood) mediated associations between early-childhood autism symptoms (measured using the parent-report Social Responsiveness Scale across age 2-6 years) and clinical, academic, and functional outcomes, indexed at age >10-11.8 years (early-adolescence) using the Child Behavior Checklist (CBCL)-Internalizing and Externalizing Scales, Academic Performance from the Teacher's Report Form, and Vineland Adaptive Behavior Scales. Models were rerun substituting clinician-rated and teacher-rated measures, where possible. RESULTS Mediation models indicated a significant indirect effect of middle-childhood EF on associations between early-childhood autism symptoms and externalizing behavior, academic performance, or adaptive functioning in early adolescence; kappa squared (κ2 ) effect sizes ranged from large to small. Model findings were stable across raters. Middle-childhood EF did not mediate associations between early-childhood autism symptoms and adolescent internalizing behavior. CONCLUSIONS Among children with an ASD diagnosis, middle-childhood EF may be one pathway through which early-childhood autism symptoms influence a variety of outcomes in early-adolescence. An experimental study targeting middle-childhood EF to improve adolescent academic, emotional/behavioral, and adaptive functioning is needed to evaluate the clinical meaningfulness of these findings.
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Affiliation(s)
- Stephanie H. Ameis
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada,Faculty of Medicine, Department of PsychiatryUniversity of TorontoTorontoONCanada,Department of PsychiatryThe Hospital for Sick ChildrenTorontoONCanada
| | - John D. Haltigan
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada,Faculty of Medicine, Department of PsychiatryUniversity of TorontoTorontoONCanada,Department of Applied Psychology and Human DevelopmentUniversity of TorontoTorontoONCanada
| | - Rachael E. Lyon
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada
| | - Amanda Sawyer
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada,Faculty of Medicine, Department of PsychiatryUniversity of TorontoTorontoONCanada
| | - Pat Mirenda
- Department of Educational and Counselling Psychology and Special EducationUniversity of British ColumbiaVancouverBCCanada
| | - Connor M. Kerns
- Department of PsychologyUniversity of British ColumbiaVancouverBCCanada
| | - Isabel M. Smith
- Department of PediatricsDalhousie UniversityHalifaxNSCanada,Autism Research CentreDalhousie University and IWK Health CentreHalifaxNSCanada
| | | | - Joanne Volden
- Faculty of Rehabilitation MedicineUniversity of AlbertaEdmontonABCanada
| | - Charlotte Waddell
- Children's Health Policy CentreFaculty of Health SciencesSimon Fraser UniversityVancouverBCCanada
| | - Lonnie Zwaigenbaum
- Department of PediatricsUniversity of AlbertaEdmontonABCanada,Autism Research CentreEdmontonABCanada
| | - Teresa Bennett
- Offord Centre for Child StudiesHamiltonONCanada,Department of Psychiatry and Behavioural NeurosciencesMcMaster UniversityHamiltonONCanada
| | - Eric Duku
- Offord Centre for Child StudiesHamiltonONCanada,Department of Psychiatry and Behavioural NeurosciencesMcMaster UniversityHamiltonONCanada
| | - Mayada Elsabbagh
- Montreal Neurological InstituteMcGill UniversityMontrealQCCanada
| | - Stelios Georgiades
- Offord Centre for Child StudiesHamiltonONCanada,Department of Psychiatry and Behavioural NeurosciencesMcMaster UniversityHamiltonONCanada
| | - Wendy J. Ungar
- Child Health Evaluative SciencesThe Hospital for Sick Children Research InstituteTorontoONCanada,Institute of Health Policy, Management and EvaluationUniversity of TorontoTorontoONCanada
| | - Anat Zaidman‐Zait
- Department of School Counseling and Special EducationConstantiner School of EducationTel Aviv UniversityTel AvivIsrael,School of Population and Public HealthFaculty of MedicineUniversity of British ColumbiaVancouverBCCanada
| | - Meng‐Chuan Lai
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada,Faculty of Medicine, Department of PsychiatryUniversity of TorontoTorontoONCanada,Department of PsychiatryThe Hospital for Sick ChildrenTorontoONCanada
| | - Peter Szatmari
- Cundill Centre for Child and Youth DepressionMargaret and Wallace McCain Centre for Child, Youth & Family Mental HealthCampbell Family Mental Health Research InstituteCentre for Addiction and Mental HealthTorontoONCanada,Faculty of Medicine, Department of PsychiatryUniversity of TorontoTorontoONCanada,Department of PsychiatryThe Hospital for Sick ChildrenTorontoONCanada
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Ahmad SI, Shih EW, LeWinn KZ, Rivera L, Graff JC, Mason WA, Karr CJ, Sathyanarayana S, Tylavsky FA, Bush NR. Intergenerational Transmission of Effects of Women's Stressors During Pregnancy: Child Psychopathology and the Protective Role of Parenting. Front Psychiatry 2022; 13:838535. [PMID: 35546925 PMCID: PMC9085155 DOI: 10.3389/fpsyt.2022.838535] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 03/23/2022] [Indexed: 12/22/2022] Open
Abstract
Objective Experiences of stress and adversity, such as intimate partner violence, confer risk for psychiatric problems across the life span. The effects of these risks are disproportionately borne by women and their offspring-particularly those from communities of color. The prenatal period is an especially vulnerable period of fetal development, during which time women's experiences of stress can have long-lasting implications for offspring mental health. Importantly, there is a lack of focus on women's capacity for resilience and potential postnatal protective factors that might mitigate these intergenerational risks and inform intervention efforts. The present study examined intergenerational associations between women's prenatal stressors and child executive functioning and externalizing problems, testing maternal parenting quality and child sex as moderators, using a large, prospective, sociodemographically diverse cohort. Methods We used data from 1,034 mother-child dyads (64% Black, 30% White) from the Conditions Affecting Neurocognitive Development and Learning in Early Childhood (CANDLE) pregnancy cohort within the ECHO PATHWAYS consortium. Women's prenatal stressors included stressful life events (pSLE) and intimate partner violence (pIPV). Measures of child psychopathology at age 4-6 included executive functioning and externalizing problems. Parenting behaviors were assessed by trained observers, averaged across two sessions of mother-child interactions. Linear regression models were used to estimate associations between women's prenatal stressors and child psychopathology, adjusting for confounders and assessing moderation effects by maternal parenting quality and child sex. Results Women's exposures to pSLE and pIPV were independently associated with child executive functioning problems and externalizing problems in fully-adjusted models. Maternal parenting quality moderated associations between pSLE and both outcomes, such that higher parenting quality was protective for the associations between women's pSLE and child executive functioning and externalizing problems. No moderation by child sex was found. Discussion Findings from this large, sociodemographically diverse cohort suggest women's exposures to interpersonal violence and major stressful events-common for women during pregnancy-may prenatally program her child's executive functioning and externalizing problems. Women's capacity to provide high quality parenting can buffer this intergenerational risk. Implications for universal and targeted prevention and early intervention efforts to support women's and children's wellbeing are discussed.
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Affiliation(s)
- Shaikh I. Ahmad
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Emily W. Shih
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Kaja Z. LeWinn
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
| | - Luisa Rivera
- Department of Anthropology, Emory University, Atlanta, GA, United States
| | - J. Carolyn Graff
- College of Nursing, The University of Tennessee Health Science Center, Memphis, TN, United States
- Center on Developmental Disabilities, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - W. Alex Mason
- Department of Preventative Medicine, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Catherine J. Karr
- Department of Pediatrics, University of Washington, Seattle, WA, United States
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, United States
| | - Sheela Sathyanarayana
- Department of Pediatrics, University of Washington, Seattle, WA, United States
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, United States
| | - Frances A. Tylavsky
- Department of Preventative Medicine, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Nicole R. Bush
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA, United States
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5
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Silva C, Sousa-Gomes V, Fávero M, Oliveira S, Merendeiro CS, Oliveira J, Moreira D. Assessment of Preschool-age Executive Functions: A Systematic Review. Clin Psychol Psychother 2022; 29:1374-1391. [PMID: 35112430 DOI: 10.1002/cpp.2718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 01/28/2022] [Accepted: 01/31/2022] [Indexed: 11/09/2022]
Abstract
Executive functions (EF) are higher-order cognitive processes present in the prefrontal cortex, and are fundamental in planning, executing, and monitoring goal-oriented behaviors. Evaluating EF in early stages of child development is essential for identifying any cognitive alterations in young children, given that it allows for early intervention and minimizes future complications. Additionally, it contributes to a better understanding of this construct in this age bracket, as well as its operational model. Study of EF has recently been the focus of multiple researcher; however, there is still a serious lack of instruments and measurements validated towards children's age bracket. This systematic review's main goal is to evaluate instruments and/or tasks that serve to evaluate and analyze EF and/or their components between the ages of 36 and 72 months. Forty-nine studies were analyzed, containing multiple tasks and tools oriented towards EF and their constituent components. Results indicate the existence of various tasks that grade the different components independently from one another; nevertheless, they also confirm the lack of any global measurement instrument or method. Therefore, this systematic review presents itself as an important contribution in the study of EF, not only stressing the importance of further investing into constructing and validating new and better tools for evaluating the construct, but also the study of operating models of executive functioning, especially in an age bracket where comprehending it is notoriously difficult.
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Affiliation(s)
- Cristina Silva
- University of Maia.,Institute of Psychology and Neuropsychology of Porto
| | - Valéria Sousa-Gomes
- University of Maia.,Institute of Psychology and Neuropsychology of Porto.,JusGov, University of Minho
| | | | - Susana Oliveira
- University of Maia.,Institute of Psychology and Neuropsychology of Porto
| | | | | | - Diana Moreira
- Institute of Psychology and Neuropsychology of Porto.,University of Porto.,University Fernando Pessoa.,Centro de Solidariedade de Braga/Projecto Homem
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6
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Goethals ER, Lemiere J, Snoek FJ, Casteels K, Luyckx K, de Wit M. Executive function mediates the link between externalizing behavior and HbA1c in children and adolescents with type 1 diabetes: A cross-national investigation. Pediatr Diabetes 2021; 22:503-510. [PMID: 33314616 DOI: 10.1111/pedi.13172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 09/14/2020] [Accepted: 11/11/2020] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVE Externalizing behavior (i.e., conduct problems, hyperactivity) and executive function (EF) problems in children and adolescents with type 1 diabetes (T1D) have been associated with worse diabetes-related and psychosocial outcomes but have not been examined in relationship to each other. We aimed to examine whether externalizing behavior is associated with HbA1c and whether this relationship is mediated by EF problems, specifically metacognition (i.e., ability to initiate, plan, organize and monitor behavior) and behavioral regulation (i.e., impulse control, regulation of emotion and behavior). RESEARCH DESIGN AND METHODS Cohorts of Belgian and Dutch parents of children and adolescents (6-18 years) with T1D filled out questionnaires on externalizing behavior (Strengths and Difficulties Questionnaire; SDQ) and EF (Behavior Rating Inventory of Executive Function; BRIEF) composite scales. Treating physicians collected HbA1c values. Mediation analyses were performed separately for the BRIEF composite Metacognition and Behavior Regulation scales, correcting for age, sex and diabetes duration. RESULTS The 335 parents of children and adolescents with T1D (mean age 12.3 ± 2.8 SD; mean HbA1c 7.6% ± 1.1 SD [60 mmol/mol ± 12.0 SD]; mean diabetes duration 5.3 ± 3.6 SD; 49.6% female) participated. Analyses showed that the association between externalizing behavior and HbA1c is mediated by metacognition (ab path Point estimate = 0.05 BCa CI 95% 0.02-0.08), and not behavioral regulation. CONCLUSIONS Results uncovered the influence externalizing behavior may have on EF problems in the metacognition domain, which in turn seem to influence HbA1c. Clinicians should be mindful of these EF problems when working with children and adolescents displaying externalizing behavior, and not only target behavioral but also cognitive processes.
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Affiliation(s)
- Eveline R Goethals
- School Psychology and Development in Context, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium.,Harvard Medical School, Joslin Diabetes Center, Boston, Massachusetts, USA
| | - Jurgen Lemiere
- Pediatrics, University Hospitals Leuven, Leuven, Belgium
| | - Frank J Snoek
- Medical Psychology, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | | | - Koen Luyckx
- School Psychology and Development in Context, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium.,Unit for Professional Training and Service in the Behavioural Sciences, University of the Free State, Bloemfontein, South Africa
| | - Maartje de Wit
- Medical Psychology, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Jonas K, Kochanska G. An Imbalance of Approach and Effortful Control Predicts Externalizing Problems: Support for Extending the Dual-Systems Model into Early Childhood. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2019; 46:1573-1583. [PMID: 29372367 DOI: 10.1007/s10802-018-0400-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Although the association between deficits in effortful control and later externalizing behavior is well established, many researchers (Nigg Journal of Child Psychology and Psychiatry, 47(3-4), 395-422, 2006; Steinberg Developmental Review, 28(1), 78-106, 2008) have hypothesized this association is actually the product of the imbalance of dual systems, or two underlying traits: approach and self-regulation. Very little research, however, has deployed a statistically robust strategy to examine that compelling model; further, no research has done so using behavioral measures, particularly in longitudinal studies. We examined the imbalance of approach and self-regulation (effortful control, EC) as predicting externalizing problems. Latent trait models of approach and EC were derived from behavioral measures collected from 102 children in a community sample at 25, 38, 52, and 67 months (2 to 5 ½ years), and used to predict externalizing behaviors, modeled as a latent trait derived from parent-reported measures at 80, 100, 123, and 147 months (6 ½ to 12 years). The imbalance hypothesis was supported: Children with an imbalance of approach and EC had more externalizing behavior problems in middle childhood and early preadolescence, relative to children with equal levels of the two traits.
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Affiliation(s)
- Katherine Jonas
- University of Iowa, Iowa City, IA, USA. .,Department of Psychiatry, HSC T10-060 Stony Brook Medical Center, Stony Brook, NY, 11794, USA.
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Thompson WK, Barch DM, Bjork JM, Gonzalez R, Nagel BJ, Nixon SJ, Luciana M. The structure of cognition in 9 and 10 year-old children and associations with problem behaviors: Findings from the ABCD study's baseline neurocognitive battery. Dev Cogn Neurosci 2019; 36:100606. [PMID: 30595399 PMCID: PMC6676481 DOI: 10.1016/j.dcn.2018.12.004] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 11/16/2018] [Accepted: 12/11/2018] [Indexed: 11/26/2022] Open
Abstract
The Adolescent Brain Cognitive Development (ABCD) study is poised to be the largest single-cohort long-term longitudinal study of neurodevelopment and child health in the United States. Baseline data on N= 4521 children aged 9-10 were released for public access on November 2, 2018. In this paper we performed principal component analyses of the neurocognitive assessments administered to the baseline sample. The neurocognitive battery included seven measures from the NIH Toolbox as well as five other tasks. We implemented a Bayesian Probabilistic Principal Components Analysis (BPPCA) model that incorporated nesting of subjects within families and within data collection sites. We extracted varimax-rotated component scores from a three-component model and associated these scores with parent-rated Child Behavior Checklist (CBCL) internalizing, externalizing, and stress reactivity. We found evidence for three broad components that encompass general cognitive ability, executive function, and learning/memory. These were significantly associated with CBCL scores in a differential manner but with small effect sizes. These findings set the stage for longitudinal analysis of neurocognitive and psychopathological data from the ABCD cohort as they age into the period of maximal adolescent risk-taking.
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Affiliation(s)
- Wesley K Thompson
- Division of Biostatistics, Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, CA 92093, United States
| | - Deanna M Barch
- Departments of Psychological & Brain Sciences, Psychiatry and Radiology, Washington University, St. Louis, MO 63130, United States
| | - James M Bjork
- Institute for Drug and Alcohol Studies, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA 23219, United States
| | - Raul Gonzalez
- Center for Children and Families, Department of Psychology, Florida International University, Miami, FL 33199, United States
| | - Bonnie J Nagel
- Departments of Psychiatry & Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239, United States
| | - Sara Jo Nixon
- Department of Psychiatry, University of Florida, Gainesville, FL 32611, United States
| | - Monica Luciana
- Department of Psychology, University of Minnesota, Minneapolis, MN 55455, United States.
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