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Willoughby MT, Camerota M, King KM, Nduku T, Piper B. Leveraging item-level accuracy and reaction time to address ceiling effects in the measurement of inhibitory control in preschool-aged children. Front Psychol 2023; 14:861441. [PMID: 36818066 PMCID: PMC9937058 DOI: 10.3389/fpsyg.2023.861441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 01/18/2023] [Indexed: 02/05/2023] Open
Abstract
Preschool-aged children's performance on inhibitory control tasks is typically represented by the overall accuracy of their item responses (e.g., mean proportion correct). However, in settings where children vary widely in age or ability level, inhibitory control tasks are susceptible to ceiling effects, which undermine measurement precision. We have previously demonstrated a general approach for scoring inhibitory control tasks that combines item-level accuracy and reaction-time information to minimize ceiling effects. Here, we extend that approach by incorporating additional item-level reaction time data from an adjunct (simple reaction time) task. We contrast three approaches for scoring inhibitory control tasks, two of which rely exclusively on item accuracy information and a third which also considers item reaction time information. We demonstrate the impacts of these different approaches to scoring with two inhibitory control tasks that were included in a recent evaluation of the Red Light, Purple Light intervention in preprimary classrooms in Nairobi County, Kenya. We limited our study to children who met inclusion criteria at pre-test (N = 418; 51% male; mean age = 4.8 years) or post-test (N = 386; 51% male; mean age = 4.8 years). Children's performance on individual inhibitory control tasks was strongly correlated regardless of the scoring approach (rs = 0.73-0.97 across two tasks). However, the combined accuracy and reaction time scores eliminated ceiling effects that were common when only accuracy information was used. The combined accuracy and reaction time models also distinguished item-level RT into inhibitory control and processing speed components, which are distinct constructs. Results are discussed with respect to the challenges and nuances of the estimation and interpretation of inhibitory control task scores with children of varied ages and ability levels.
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Affiliation(s)
- Michael T. Willoughby
- Education and Workforce Development, RTI International, Research Triangle Park, NC, United States,*Correspondence: Michael T. Willoughby, ✉
| | - Marie Camerota
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, United States
| | | | - Tabitha Nduku
- International Education, RTI International, Nairobi, Kenya
| | - Benjamin Piper
- International Education, RTI International, Nairobi, Kenya
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Willoughby MT, Williams J, Tueller SJ, Lauff EM, Hudson K. Rediscovering reliable components analysis: An application to executive function skills in early childhood. Psychol Assess 2023; 35:32-41. [PMID: 36174165 DOI: 10.1037/pas0001179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Executive function (EF) assessments often involve the administration of multiple tasks. Although factor analytic methods are routinely used to summarize performance across multiple tasks, they may not be optimal for this purpose. We introduce reliable component analysis (RCA) as a strategy for summarizing EF task performance and demonstrate how it compares to traditional methods. Participants included 259 children (M = 4.5, SD = 0.6 years old; 55% female; 41% White, 35% Black, 14% Hispanic, 1% Asian, 1% American Indian, and 8% of more than one race) from the Kids Activity and Learning Study. Data collection occurred in center-based preschools and involved direct child assessments of EF, motor, and math skills. Principal components analysis (PCA), principal axis factor analysis (FA), and RCA methods were used to summarize children's performance across a battery of six EF tasks. Whereas PCA and FA indicated that a single composite or factor provided the best representation of EF task data, RCA indicated that three composites were justifiable. RCA composites were moderately to strongly correlated with PCA and FA scores (rs = .39-.79). Regression models indicated that all three approaches for combining EF task scores explained the same proportion of variance in motor and math skills outcomes, though the contributions of individual composite and factor scores varied. Results are discussed with respect to how RCA differs from more commonly used tools for data reduction. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | - Jason Williams
- Substance Use, Prevention, Evaluation and Research Program
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Abstract
This study investigated the utility of including teacher-reported callous-unemotional (CU) behaviors in the assessment of disruptive behaviors in school-based research. Participants included 138 first- and second-grade children (68% male; 76% eligible for free or reduced-price lunch; 61% Black, 9% Latinx, 23% White, and 7% multiracial) who completed assessments during the baseline assessment of an intervention study. Results indicated that teachers could distinguish CU from traditional indicators of disruptive behavior, including attention deficit hyperactivity disorder (ADHD) behaviors and conduct problems (CP). When considered alone, there was mixed evidence for the utility of CU behaviors. Although higher levels of CU behaviors explained unique variation in teacher-reported social competence and global impairment, CU behaviors did not explain unique variation in disciplinary infractions, classroom behavior, or academic functioning after accounting for ADHD and CP behaviors. A different pattern of results was evident when CU was considered in conjunction with ADHD and CP behaviors. Latent profile analyses identified three subgroups of participants (i.e., a nondisruptive group, an ADHD group, and a comorbid group, who exhibited elevated levels of ADHD, CP, and CU). Compared to the nondisruptive group, the ADHD group exhibited higher rates of off-task classroom behavior and worse academic functioning. The comorbid group exhibited moderate-to-large differences from both groups on teacher-reported and objective outcomes. The implications of these results are discussed with respect to the potential value of incorporating CU behaviors, which are becoming prominent in clinical psychology and psychiatry, into school-based research and for school psychology practice. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | - Desiree Murray
- FPG Child Development Institute, University of North Carolina at Chapel Hill
| | - Laura J Kuhn
- FPG Child Development Institute, University of North Carolina at Chapel Hill
| | - Alyson M Cavanaugh
- FPG Child Development Institute, University of North Carolina at Chapel Hill
| | - Doré R LaForett
- FPG Child Development Institute, University of North Carolina at Chapel Hill
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Mills-Koonce WR, Towe-Goodman N, Swingler MM, Willoughby MT. Profiles of family-based social experiences in the first 3 years predict early cognitive, behavioral, and socioemotional competencies. Dev Psychol 2021; 58:297-310. [PMID: 34941304 DOI: 10.1037/dev0001287] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This study utilized latent profile analyses to identify unique configurations of children's family-based social experiences during the first 3 years of life and examine differences across profiles with respect to developmental outcomes at 36 and 48 months of age. Seven family process variables were used: maternal emotional functioning, maternal sensitivity, negative controlling parenting, cognitive stimulation, corporal punishment, adult-adult aggression, and household disorganization. Data were collected by the Family Life Project (N = 1,087), a longitudinal study of families living in low-wealth, nonurban areas, for whom the biological mother was the child's primary caregiver from 6 to 36 months of age. On average, mothers were 26 years of age at 2 months of child age. Approximately 36% of the families lived below the federal poverty limit, and 41% identified as Black; 49% of children were female. Latent profile analyses identified four groups: (a) positive exposure (b) average exposure, (c) problematic adult functioning, and (d) problematic parenting . Comparisons indicate that children in the positive exposure profile had the highest levels of socioemotional and cognitive outcomes compared to overall profiles. Children in the problematic adult functioning and problematic parenting profiles had the most problematic child outcomes, with children in the problematic parenting profile scoring lowest overall. Results indicate that there is configural heterogeneity in family-based social experiences at the highest levels of risk and that exposures to problematic parenting may be more consequential for later child outcomes than exposures to problematic adult functioning in the absence of compromised caregiving. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Mills-Koonce WR, Willoughby MT, Short SJ, Propper CB. The Brain and Early Experience Study: Protocol for a Prospective Observational Study (Preprint). JMIR Res Protoc 2021; 11:e34854. [PMID: 35767351 PMCID: PMC9280455 DOI: 10.2196/34854] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 02/11/2022] [Accepted: 02/26/2022] [Indexed: 11/13/2022] Open
Affiliation(s)
| | | | - Sarah J Short
- School of Education, University of Wisconsin at Madison, Madison, WI, United States
| | - Cathi B Propper
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Murray DW, Kuhn LJ, Willoughby MT, LaForett DR, Cavanaugh AM. Outcomes of a Small Group Program for Early Elementary Students with Self-Regulation Difficulties: Limitations of Transportability from Clinic to School. School Mental Health 2021. [DOI: 10.1007/s12310-021-09480-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Oh Y, Greenberg MT, Willoughby MT. Examining Longitudinal Associations between Externalizing and Internalizing Behavior Problems at Within- and Between-Child Levels. J Abnorm Child Psychol 2021; 48:467-480. [PMID: 31925637 DOI: 10.1007/s10802-019-00614-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Externalizing and internalizing behavior problems are known to often co-occur, but mechanisms underlying this co-occurrence remain unclear: whether the associations are due to causal influences of one domain on the other or due to common risk processes influencing both domains. This study aimed to better understand the sources of co-occurring behavior problems by disentangling within- and between-child levels of associations between the two across the five years of childhood, from pre-kindergarten to Grade 3. We analyzed a longitudinal sample of 1060 children from non-urban settings in the U.S. using random-intercept cross-lagged panel models (RI-CLPMs) as an alternative to the commonly-used standard CLPMs. Results indicate that co-occurring externalizing and internalizing problems can be explained partly by a unidirectional influence from externalizing to internalizing problems operating within children and partly by stable differences between children that influence both domains of problems. Further analyses indicate that an executive function deficit in early childhood is an important shared risk factor for both problems, suggesting the utility of executive function interventions in preventing or addressing externalizing and internalizing problems in childhood.
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Affiliation(s)
- Yoonkyung Oh
- Department of Pediatrics, The University of Texas-Health Science Center at Houston, 7000 Fannin St., Suite 2478, Houston, TX, 77030, USA.
| | - Mark T Greenberg
- Prevention Research Center, 306 BBH, Pennsylvania State University, University Park, PA, 16802, USA
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Rehder PD, Mills-Koonce WR, Wagner NJ, Zvara BJ, Willoughby MT. Attachment quality assessed from children's family drawings links to child conduct problems and callous-unemotional behaviors. Attach Hum Dev 2021; 23:239-256. [PMID: 31948359 PMCID: PMC7363511 DOI: 10.1080/14616734.2020.1714676] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 01/08/2020] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Recently, there has been considerable research on the origins of childhood conduct problems (CP) and callous-unemotional (CU) behaviors. This study examined associations between children's attachment representations and CP and CU behaviors during middle childhood. METHOD At 1st grade, 1,292 children (57% European American, 42.5% African American, 0.5% other race; 50.9% girls) completed a drawing of their family, which was coded by trained raters to assess attachment representations. Primary caregivers reported on children's CP and CU behaviors. RESULTS Children with disorganized representations showed more CP and CU behaviors than children with secure and resistant representations. They were also more likely than those with secure representations to show elevated CP without CU behaviors, CU behaviors only, and co-occurring CP and CU behaviors. CONCLUSION These findings provide support for attachment disorganization as a correlate of CP and CU behaviors and suggest that attachment representations are likely important proximal influences on children's behavior.
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Affiliation(s)
- Peter D. Rehder
- The University of North Carolina at Greensboro, P.O. Box 26170, Greensboro, NC 27402-6170, United States
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Hudson KN, Willoughby MT. Evaluating the Factor Structure and Criterion Validity of the Canadian Little DCDQ: Associations Between Motor Competence, Executive Functions, Early Numeracy Skills, and ADHD in Early Childhood. Assessment 2021; 29:1134-1143. [PMID: 33794659 DOI: 10.1177/10731911211003967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The Canadian Little Developmental Coordination Disorder Questionnaire (Little DCDQ-CA) is a parent-report screening instrument that identifies 3- to 4-year-old children who may be at risk for Developmental Coordination Disorder (DCD). We tested the factor structure and criterion validity of the Little DCDQ-CA in a sample of preschool-aged children in the United States (N = 233). Factor analysis indicated that the DCDQ-CA was best represented by one factor. Using cutoff scores that were proposed by the developer, 45% of the sample was identified as at-risk for DCD. Although a much larger percentage of children was identified as at-risk than would be expected based on the prevalence of formal DCD diagnoses in the population, the Little DCDQ-CA demonstrated good criterion validity. Specifically, compared with their peers, children who exceeded the at-risk criterion demonstrated worse motor competence, executive functioning skills, and early numeracy skills and were rated as having greater ADHD behaviors by their teachers, all consistent with expectations for children who are at risk for DCD. Results are discussed as they relate to future use of the Little DCDQ-CA.
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Willoughby MT, Piper B, King KM, Nduku T, Henny C, Zimmermann S. Testing the Efficacy of the Red-Light Purple-Light Games in Preprimary Classrooms in Kenya. Front Psychol 2021; 12:633049. [PMID: 33776855 PMCID: PMC7990763 DOI: 10.3389/fpsyg.2021.633049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 02/16/2021] [Indexed: 12/03/2022] Open
Abstract
This study adapted and tested the efficacy of the Red-Light Purple-Light (RLPL) games for improving executive function (EF) skills in preprimary classrooms in Nairobi, Kenya. A cluster randomized controlled trial was used to evaluate the efficacy of the adapted RLPL intervention. Specifically, 24 centers (including 48 classrooms) were randomized to the RLPL or a wait-list control condition. Consistent with previous studies, participating classrooms delivered 16 lessons across an 8-week intervention period. A total of 479 children were recruited into the study. After exclusions based on child age and data quality, 451 and 404 children (90% retention) had completed computerized assessments of EF skills at pre- and posttest assessments, respectively. Children in the RLPL centers did not demonstrate any improvements in EF skills relative to their peers in the wait-list control condition (Cohen's ds = -0.14 to 0.03, all ps > 0.20). Exploratory tests of moderators (language of assessment, grade, school type, baseline ability) were also all null. Results are discussed with respect to measurement limitations and contextual factors that may explain the null results of RLPL on EF skills in young children in Kenya.
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Affiliation(s)
- Michael T. Willoughby
- Education and Workforce Development, RTI International, Research Triangle Park, NC, United States
| | - Benjamin Piper
- International Education, RTI International, Nairobi, Kenya
| | | | - Tabitha Nduku
- International Education, RTI International, Nairobi, Kenya
| | - Catherine Henny
- International Education, RTI International, Research Triangle Park, NC, United States
| | - Sarah Zimmermann
- Research Computing Division, RTI International, Research Triangle Park, NC, United States
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Dvorsky MR, Becker SP, Tamm L, Willoughby MT. Testing the Longitudinal Structure and Change in Sluggish Cognitive Tempo and Inattentive Behaviors From Early Through Middle Childhood. Assessment 2021; 28:380-394. [PMID: 31680544 PMCID: PMC7238955 DOI: 10.1177/1073191119872247] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Previous studies have demonstrated that sluggish cognitive tempo (SCT) behaviors are empirically distinct from inattentive (IN) behaviors that are used to define attention-deficit/hyperactivity disorder. However, most studies used cross-sectional designs during middle childhood. Using parent and teacher ratings from the Family Life Project (N = 1,173), we investigated the factor structure, longitudinal measurement invariance, developmental trajectories, and predictors of developmental change in SCT and IN from age 3 years through Grade 5. SCT and IN were dissociable but correlated constructs that exhibited longitudinal invariance for both informants. Mean levels of SCT increased modestly with age, becoming more prominent between age 5 years and first grade, while IN was more stable. Lower parental education was associated with higher parent- and teacher-reported SCT, male sex was associated with higher teacher-reported IN, and African American race was associated with higher teacher-reported IN but lower teacher-reported SCT. These findings support the validity of SCT starting in early childhood.
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Affiliation(s)
| | - Stephen P. Becker
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Leanne Tamm
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
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Becker SP, Dvorsky MR, Tamm L, Willoughby MT. Preschool Neuropsychological Predictors of School-aged Sluggish Cognitive Tempo and Inattentive Behaviors. Res Child Adolesc Psychopathol 2021; 49:197-210. [PMID: 33369703 PMCID: PMC7855990 DOI: 10.1007/s10802-020-00728-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/21/2020] [Indexed: 12/31/2022]
Abstract
Sluggish cognitive tempo (SCT) is characterized by excessive daydreaming, slowed thinking, and mental confusion and 'fogginess'. A growing body of research supports the empirical differentiation of sluggish cognitive tempo (SCT) from the inattentive (IN) behaviors that characterize attention-deficit/hyperactivity disorder (ADHD). Further SCT and IN are uniquely associated with clinical correlates across academic, social, and emotional domains; however, there is limited understanding of how neuropsychological functioning contributes to SCT and/or IN behaviors. The two broad domains of neuropsychological functioning that have been most frequently examined in relation to SCT behaviors are processing speed and executive functions (EF). The present study tested whether EF and processing speed measured when children were on average age five years were predictive of teacher-rated IN and SCT behaviors in 1st - 3rd grades. Participants included 1,022 children from the Family Life Project, an ongoing prospective longitudinal study of child development in low-income, non-metropolitan communities. EF and processing speed uniquely made independent contributions to the prediction of IN and SCT. In secondary analyses that focused on specific facets of EF and processing speed, inhibitory control and working memory abilities predicted lower IN but not SCT behaviors, whereas slower processing speed significantly predicted both greater SCT and IN behaviors. These results are discussed as they inform developmental models of SCT and IN.
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Affiliation(s)
- Stephen P Becker
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Melissa R Dvorsky
- Division of Psychology and Behavioral Health, Children's National Hospital, Washington, DC, USA
| | - Leanne Tamm
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Michael T Willoughby
- Education and Workforce Development, RTI International, Research Triangle Park, NC, USA.
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Hudson KN, Ballou HM, Willoughby MT. Short report: Improving motor competence skills in early childhood has corollary benefits for executive function and numeracy skills. Dev Sci 2020; 24:e13071. [PMID: 33275832 DOI: 10.1111/desc.13071] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 11/18/2020] [Accepted: 11/20/2020] [Indexed: 12/19/2022]
Abstract
Previous studies have documented that individual differences in fine and gross motor skills are associated with executive function (EF) skills. This study used an experimental design to test whether participating in cognitively challenging motor skills activities was causally related to improvements in motor skills and two key indicators of school readiness: executive function and early numeracy skills. The motor skill program involved fine and gross motor game-like activities that were delivered in a small group format. Activities were socially engaging and progressively challenged children based on their motor competencies. Fifty-three preschool-aged children participated in 16 motor skill sessions across 8 weeks. There were significant treatment effects for all outcomes, such that children in the treatment condition exhibited significant improvements in motor, EF, and early numeracy skills, compared to their peers in the waitlist control condition. Treatment effects on EF skills were stronger for inhibitory control than working memory. Improvements in numeracy were most pronounced for children with initially lower levels of ability. Motor skill-based interventions are an ecologically valid and developmentally appropriate approach for fostering school readiness skills in early childhood.
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Affiliation(s)
- Kesha N Hudson
- Education & Workforce Development, RTI International, Research Triangle Park, NC, USA
| | - Haley M Ballou
- Education & Workforce Development, RTI International, Research Triangle Park, NC, USA
| | - Michael T Willoughby
- Education & Workforce Development, RTI International, Research Triangle Park, NC, USA
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15
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Abstract
Despite widespread interest in the construct of executive functioning (EF), we currently lack definitive evidence regarding the best measurement model for representing the construct in substantive analyses. The most common practice is to represent EF ability as a reflective latent variable, with child performance on individual EF tasks as observed indicators. The current article critically evaluates the dominant use of reflective latent variable models in the child EF literature and compares them to composite models, a reasonable alternative. We review the literature suggesting that reflective latent variable models may not be the most appropriate representation of the construct of EF. Using preschool (Mage = 48.3 months) and first grade (Mage = 83.5 months) data from the Family Life Project (N = 920), we also investigate the implications of measurement model specification for the interpretation of study findings. Children in this sample varied in terms of sex (49% male), race (43% black) and socioeconomic status (76% low-income). Our findings show that the conclusions we draw from 2 substantive analyses differ depending on whether EF is modeled as a reflective latent variable versus a composite variable. We describe the implications of these findings for research on child EF and offer practical recommendations for producers and consumers of developmental research. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
| | | | - Clancy B. Blair
- Department of Applied Psychology, New York University, New York, NY, USA
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16
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Gatzke-Kopp L, Willoughby MT, Warkentien S, Petrie D, Mills-Koonce R, Blair C. Association between environmental tobacco smoke exposure across the first four years of life and manifestation of externalizing behavior problems in school-aged children. J Child Psychol Psychiatry 2020; 61:1243-1252. [PMID: 31797389 PMCID: PMC7350288 DOI: 10.1111/jcpp.13157] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/18/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Extensive literature in human and animal models has documented an association between maternal smoking during pregnancy and externalizing behavior in offspring. It remains unclear; however, the extent to which postnatal environmental smoke exposure is associated with behavioral development, particularly for children whose mothers did not smoke during pregnancy. The present study examined whether magnitude of exposure to environmental smoke across the first four years of life demonstrated a linear association with later externalizing symptoms. METHODS Exposure was quantified through salivary cotinine measured when children were 6, 15, 24, and 48 months of age, providing a more accurate quantification of realized exposure than can be estimated from parental report of cigarettes smoked. Data were available for n = 1,096 (50% male; 44% African American) children recruited for the Family Life Project, a study of child development in areas of rural poverty. RESULTS Analyses indicate a linear association between cotinine and children's symptoms of hyperactivity and conduct problems. This association remained significant after controlling for family poverty level, parental education, parental history of ADHD, hostility, depression, caregiver IQ, and obstetric complications. Furthermore, this association was unchanged when excluding mothers who smoked during pregnancy from the model. CONCLUSIONS Findings are consistent with animal models demonstrating an effect of environmental exposure to nicotine on ongoing brain development in regions related to hyperactivity and impulsivity, and highlight the importance of mitigating children's exposure to environmental smoke, including sources that extend beyond the parents.
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Affiliation(s)
| | | | | | - Daniel Petrie
- Pennsylvania State University, University Park, PA, USA
| | | | - Clancy Blair
- New York University School of Medicine, New York, NY, USA
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Camerota M, Willoughby MT, Magnus BE, Blair CB. Leveraging item accuracy and reaction time to improve measurement of child executive function ability. Psychol Assess 2020; 32:1118-1132. [PMID: 32897093 DOI: 10.1037/pas0000953] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Traditionally, executive function (EF) tasks have been scored using either accuracy or reaction time (RT) metrics. The current study, which includes 1,015 first-grade children from the Family Life Project, demonstrates a new scoring approach for the Hearts and Flowers (HF) task that uses both item-level accuracy and RT data to estimate latent EF ability. Our primary aim was to compare scores derived from this approach to standard scores often reported in the HF literature. A second aim was to test whether item-level accuracy and RT data were differentially related to latent EF ability, depending on children's overall level of task performance. Our results indicated that item-level accuracy and RT data both convey unique information related to latent EF ability but that the relative contributions of each source of data vary across children. Accuracy was comparatively more informative of latent ability in children with lower HF task performance, while RT was comparatively more informative of latent ability in children with higher overall performance. Moreover, item-level RT was differentially related to latent EF ability for children in lower versus higher performing groups. Whereas faster responding was associated with higher ability in the higher performing group, slower responding was associated with higher ability for the lower performing group. Latent EF ability was related to criterion measures in ways comparable to traditional scores. Results are discussed in relation to the broader EF assessment literature. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Willoughby MT. Commentary on Application of the Bifactor S-1 Model to Multisource Ratings of ADHD/ODD Symptoms: An Appropriate Bifactor Model for Symptom Ratings. J Abnorm Child Psychol 2020; 48:901-904. [PMID: 32125587 DOI: 10.1007/s10802-020-00629-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
My commentary is organized into four sections. First, I summarize the reasons for the original interest in fitting symmetric bifactor models to ADHD data. Second, I summarize the concerns that Burns and colleagues raised with respect to fitting symmetric bifactor models to ADHD item-level data and describe their recommended alternative approach. Third, I raise two concerns that I had with their manuscript. Fourth, I conclude with a caveat and a general question about the merits of the continued study of the factor structure of ADHD symptoms.
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Affiliation(s)
- Michael T Willoughby
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709-2194, USA.
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O’Connor TG, Willoughby MT, Moynihan JA, Messing S, Vallejo Sefair A, Carnahan J, Yin X, Caserta MT. Early childhood risk exposures and inflammation in early adolescence. Brain Behav Immun 2020; 86:22-29. [PMID: 31059804 PMCID: PMC6825880 DOI: 10.1016/j.bbi.2019.05.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 04/26/2019] [Accepted: 05/02/2019] [Indexed: 02/06/2023] Open
Abstract
There is now reliable evidence that early psychosocial stress exposures are associated with behavioral health in children; the degree to which these same kinds of stress exposures predict physical health outcomes is not yet clear. We investigated the links between economic adversity, family and caregiving stress in early childhood and several markers of immune function in early adolescence. The sample is derived from the Family Life Project, a prospective longitudinal study of at-risk families. Socio-demographic and psychosocial risks have been assessed at regular intervals since the children were first assessed at 2 months of age. When the children were early adolescents, we conducted an in-depth health assessment of a subsample of families; blood samples were collected from venipuncture for interleukin(IL)-6, Tumor Necrosis Factor (TNF)-alpha, and C-reactive protein (CRP), as well as glucocorticoid resistance. Results indicated limited but reliable evidence of an association between early risk exposure and inflammation in adolescence. Specifically, caregiver depressive symptoms in early childhood predicted elevated CRP almost a decade later, and the prediction was significant after accounting for multiple covariates such as socio-economic adversity, health behaviors and body mass index. Our findings provide strong but limited evidence that early stress exposures may be associated with inflammation, suggesting one mechanism linking early stress exposure to compromised behavioral and somatic health.
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Affiliation(s)
| | | | - Jan A Moynihan
- Department of Psychiatry, University of Rochester Medical Center
| | - Susan Messing
- Department of Statistics and Bioinformatics, University of Rochester Medical Center
| | | | | | - Xiajuan Yin
- Frank Porter Graham Child Development Institute, University of North Carolina at Chapel Hill
| | - Mary T Caserta
- Department of Pediatrics, University of Rochester Medical Center
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20
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Gatzke-Kopp LM, Willoughby MT, Warkentien SM, O'Connor T, Granger DA, Blair C. Magnitude and Chronicity of Environmental Smoke Exposure Across Infancy and Early Childhood in a Sample of Low-Income Children. Nicotine Tob Res 2020; 21:1665-1672. [PMID: 30517756 DOI: 10.1093/ntr/nty228] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 11/02/2018] [Indexed: 11/12/2022]
Abstract
INTRODUCTION Infants and young children may be at an increased risk for second- and thirdhand exposure to tobacco smoke because of increased respiration rate and exposure to surface residue. However, relatively fewer studies have examined biomarkers of exposure (cotinine) in children under age 4 years. This study examines the magnitude and chronicity of exposure across early childhood among children from low-income families in order to better characterize contextual risk factors associated with exposure. METHODS A total of 1292 families were recruited in six nonurban counties of Pennsylvania and North Carolina. Cotinine was assayed from infant saliva at 6, 15, 24, and 48 months of age (N = 1218), and categorized as low (≤0.45 ng/mL), moderate (0.46-12 ng/mL), or high (≥12 ng/mL) at each time point. Categories were highly correlated across time. Latent class analysis was used to summarize patterns of exposure categories across time. RESULTS Magnitude of exposure in this sample was high, with approximately 12% of infants registering cotinine values at least 12 ng/mL, consistent with active smoking in adults. Greater exposure was associated with lower income, less education, more residential instability, and more instability in adult occupants in the home, whereas time spent in center-based day care was associated with lower exposure. CONCLUSIONS Young children from low-income, nonurban communities appear to bear a higher burden of secondhand smoke exposure than previous studies have reported. Results contribute to understanding populations at greater risk, as well as specific, potentially malleable, environmental factors that may be examined as direct contributors to exposure. IMPLICATIONS Results suggest that infants from low-income, nonurban families have higher risk for environmental smoke exposure than data from nationally representative samples. Predictors of exposure offer insights into specific factors that may be targeted for risk reduction efforts, specifically conditions of children's physical space. In addition to considering the increases in risk when an adult smoker lives in a child's home, families should also attend to the possible risk embedded within the home itself, such as residual smoke from previous occupants. For high-risk children, day care appears to mitigate the magnitude of exposure by providing extended time in a smoke-free environment.
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Affiliation(s)
- Lisa M Gatzke-Kopp
- Department of Human Development and Family Studies, Pennsylvania State University, University Park, PA
| | - Michael T Willoughby
- Education and Workforce Development, RTI International; Research Triangle Park, NC
| | - Siri M Warkentien
- Education and Workforce Development, RTI International; Research Triangle Park, NC
| | - Thomas O'Connor
- Department of Psychiatry, University of Rochester, Rochester, NY
| | - Douglas A Granger
- Department of Psychological Science, Institute for Interdisciplinary Salivary Bioscience, University of California, Irvine, CA.,Department of Acute and Chronic Care, Johsn Hopkins University School of Nursing, Baltimore, MD.,Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD.,Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
| | - Clancy Blair
- Department of Applied Psychology, New York University, New York, NY
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21
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O'Connor TG, Williams J, Blair C, Gatzke-Kopp LM, Francis L, Willoughby MT. Predictors of Developmental Patterns of Obesity in Young Children. Front Pediatr 2020; 8:109. [PMID: 32266187 PMCID: PMC7105829 DOI: 10.3389/fped.2020.00109] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 03/03/2020] [Indexed: 12/22/2022] Open
Abstract
Introduction: The current study characterizes longitudinal patterns in obesity in young children and their prediction from developmental programming and social determinant hypotheses. Materials and Methods: The data are based on the Family Life Project, a prospective longitudinal study of 1,292 families recruited from low-income, racially diverse, rural communities in Pennsylvania, and North Carolina. Pre-natal, peri-natal, and post-natal risks for childhood obesity were collected from 2 months of age; in-person assessments of child growth were used to identity obesity on multiple occasions from 24 to 90 months of age. Results: Two major novel findings emerged. First, longitudinal analyses identified four distinct obesity development profiles: stable obesity, later-onset obesity, moderate/declining obesity, and non-obese; these groups had distinct risk profiles. Second, prediction analyses favored developmental programming explanations for obesity, including evidence even in early childhood that both low- and high birth weight was associated with stable obesity. There was no indication that pre- and peri-natal and post-natal factors predicted obesity differently in non-minority and minority children. Discussion: Factors derived from the developmental programming model of obesity overlapped with, but predicted early onset obesity independently from, risks associated with social determinant models of obesity.
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Affiliation(s)
- Thomas G O'Connor
- Department of Psychiatry, University of Rochester, Rochester, NY, United States.,Department of Psychology, University of Rochester, Rochester, NY, United States.,Department of Neuroscience, University of Rochester, Rochester, NY, United States.,Department of Obstetrics and Gynecology, University of Rochester, Rochester, NY, United States.,Wynne Center for Family Research, University of Rochester, Rochester, NY, United States
| | - Jason Williams
- RTI International, Research Triangle Park, Durham, NC, United States
| | - Clancy Blair
- Department of Population Health, New York University, New York, NY, United States
| | - Lisa M Gatzke-Kopp
- Department of Human Development and Family Studies, The Pennsylvania State University, State College, PA, United States
| | - Lori Francis
- Department of Biobehavioral Health, The Pennsylvania State University, State College, PA, United States
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22
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Obradović J, Willoughby MT. Studying Executive Function Skills in Young Children in Low‐ and Middle‐Income Countries: Progress and Directions. Child Dev Perspect 2019. [DOI: 10.1111/cdep.12349] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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23
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Bansal PS, Haas SM, Willoughby MT, Coles EK, Pelham WE, Waschbusch DA. A Pilot Study of Emotional Response to Time-Out in Children With Conduct Problems and Callous-Unemotional Traits. Psychol Rep 2019; 123:2017-2037. [PMID: 31652086 DOI: 10.1177/0033294119884014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Little research has examined how children with conduct problems and concurrent callous-unemotional traits (CPCU) emotionally and behaviorally respond to time-out. This pilot study examined the distribution and stability of emotions during time-out as well as the association between emotions and negative behaviors. Participants were 11 children (Mage = 9.8 years) with CPCU who participated in a summer treatment program designed specifically for children with CPCU. Summer treatment program counselors rated each child's emotion when time-out was first assigned and then as the time-out progressed and indicated whether the child had negative behavior during time-out. These ratings were completed for approximately 30% of time-outs that occurred. Results showed that children were mostly rated as "unemotional" or "calm" and that these emotions were relatively stable throughout time-out. Furthermore, negative behaviors were most common during time-outs when children's emotions were rated as "amused." Results provide groundwork for future research to extend upon the methods used in the current study to further examine the emotional and behavioral response to time-out in children with CPCU.
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Affiliation(s)
- Pevitr S Bansal
- Department of Psychology, University of Kentucky, Lexington, KY, USA; Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA
| | - Sarah M Haas
- Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA
| | | | | | - William E Pelham
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Daniel A Waschbusch
- Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA; Center for Children and Families, Florida International University, Miami, FL, USA
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24
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Abstract
Little research has considered whether prenatal experience contributes to executive function (EF) development above and beyond postnatal experience. This study tests direct, mediated, and moderated associations between prenatal risk factors and preschool EF and IQ in a longitudinal sample of 1,292 children from the Family Life Project. A composite of prenatal risk factors (i.e., low birth weight, prematurity, maternal emotional problems, maternal prepregnancy obesity, and obstetric complications) significantly predicted EF and IQ at age 3, above quality of the postnatal environment. This relationship was indirect, mediated through infant general cognitive abilities. Quality of the postnatal home and child-care environments did not moderate the cascade model. These findings highlight the role of prenatal experience as a contributor to individual differences in cognitive development.
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25
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Blair C, Kuzawa CW, Willoughby MT. The development of executive function in early childhood is inversely related to change in body mass index: Evidence for an energetic tradeoff? Dev Sci 2019; 23:e12860. [PMID: 31102547 DOI: 10.1111/desc.12860] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 02/11/2019] [Accepted: 05/09/2019] [Indexed: 01/15/2023]
Abstract
A well-established literature demonstrates executive function (EF) deficits in obese children and adults relative to healthy weight comparisons. EF deficits in obesity are associated with overeating and impulsive consumption of high calorie foods leading to excess weight gain and to problems with metabolic regulation and low-grade inflammation that detrimentally affect the structure and function of prefrontal cortex. Here, we test a complementary explanation for the relation between EF and body mass index (BMI) grounded in the energy demand of the developing brain. Recent work shows that the brain accounts for a lifetime peak of 66% of resting metabolic rate in childhood and that developmental changes in brain energetics and normative changes in body weight gain are closely inversely related. This finding suggests a trade-off in early childhood between energy used to support brain development versus energy used to support physical growth and fat deposition. To test this theorized energetic trade-off, we analyzed data from a large longitudinal sample (N = 1,292) and found that change in EF from age 3 to 5 years, as a proxy for brain development in energetically costly prefrontal cortex, is inversely related to change in BMI from age 2 to 5 years. Greater linear decline in BMI predicted greater linear increase in EF. We interpret this finding as tentative support for a brain-body energetic trade-off in early childhood with implications for lifetime obesity risk.
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Affiliation(s)
- Clancy Blair
- Department of Applied Psychology, New York University, New York, New York.,Department of Population Health, New York University School of Medicine, New York, New York
| | - Christopher W Kuzawa
- Department of Anthropology and Institute for Policy Research, Northwestern University, Evanston, Illinois
| | - Michael T Willoughby
- Education and Workforce Development, RTI International, Research Triangle Park, North Carolina
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26
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Waschbusch DA, Willoughby MT, Haas SM, Ridenour T, Helseth S, Crum KI, Altszuler AR, Ross JM, Coles EK, Pelham WE. Effects of Behavioral Treatment Modified to Fit Children with Conduct Problems and Callous-Unemotional (CU) Traits. J Clin Child Adolesc Psychol 2019; 49:639-650. [PMID: 31166145 DOI: 10.1080/15374416.2019.1614000] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Research suggests that children with conduct problems (CP) and callous-unemotional (CU) traits show a diminished response to behavior therapy, perhaps due to a reward-oriented, punishment insensitive learning style. Children with CP and CU may benefit from personalizing behavioral treatment for them by emphasizing rewards and de-emphasizing punishments. This hypothesis was tested in a sample of 46 children (78.3% boys), ages 7.0 to 12.6 years (M = 9.3, SD = 1.4). All participants met criteria for ODD and ADHD and 63% also met criteria for CD. Participants were oversampled for high CU, but CU scores ranged from average to high. Children received four weeks of modified behavior therapy that emphasized rewards and de-emphasized punishments and four weeks of treatment as usual, which was standard behavior therapy that balanced rewards and punishments. Treatments were implemented in a summer treatment program and compared using a within-subjects design, with order of treatment counterbalanced. Disruptive behavior was equal or slightly higher in modified behavior therapy than in standard behavior therapy on point system measures, but lower on parent weekly ratings. End of treatment ratings showed both treatments produced significant improvements compared to pre-treatment ratings but did not differ from each other. Personalizing behavior therapy for children with CP and CU produced inconsistent findings relative to standard behavior therapy. Behavior therapy is likely to be a necessary part of treatment for children with CP and CU, but treatment personalization efforts may provide some benefit by addressing other deficits shown by these children.
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Affiliation(s)
- Daniel A Waschbusch
- Department of Psychiatry, Penn State Health Milton S. Hershey Medical Center
| | | | - Sarah M Haas
- Department of Psychiatry, Penn State Health Milton S. Hershey Medical Center
| | - Ty Ridenour
- Education and Workforce Development, RTI International
| | - Sarah Helseth
- Department of Psychology, Center for Children and Families, Florida International University
| | - Kathleen I Crum
- Department of Psychology, Center for Children and Families, Florida International University
| | - Amy R Altszuler
- Department of Psychology, Center for Children and Families, Florida International University
| | - J Megan Ross
- Department of Psychology, Center for Children and Families, Florida International University
| | - Erika K Coles
- Department of Psychology, Center for Children and Families, Florida International University
| | - William E Pelham
- Department of Psychology, Center for Children and Families, Florida International University
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27
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Abstract
The current study tests whether accuracy and reaction time (RT) on the Hearts and Flowers (HF) task, a common assessment tool used across wide age ranges, can be leveraged as joint indicators of child executive function (EF) ability. Although previous studies have tended to use accuracy or RT, either alone or as separate indicators, one open question is whether these 2 metrics can be yoked together to enhance our measurement of EF ability. We test this question using HF data collected from first-grade children who participated in the Family Life Project. Specifically, we model the independent and interactive effects of HF accuracy and RT on several criterion outcomes representing child academic and behavioral competence. Our findings indicate that among early-elementary-aged children, accuracy and RT interact in the prediction of child outcomes, with RT being a more informative index of EF ability for children who perform at high levels of accuracy. The main effect of accuracy remained significant in the presence of these interactive effects. This pattern of findings was similar for different task blocks (i.e., mixed, flower-only) and for different child outcome domains (i.e., academic, behavioral). Our finding of an interaction between accuracy and RT contributes to a growing literature that attempts to jointly consider accuracy and RT as indicators of underlying ability, which has important implications for how EF task scores are constructed and interpreted. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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28
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Willoughby MT, Piper B, Oyanga A, Merseth King K. Measuring executive function skills in young children in Kenya: Associations with school readiness. Dev Sci 2019; 22:e12818. [PMID: 30779264 DOI: 10.1111/desc.12818] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 01/28/2019] [Accepted: 02/08/2019] [Indexed: 11/28/2022]
Abstract
Most of what is known about the association between children's executive function (EF) and school readiness skills is derived from research conducted in Western countries. We tested whether these associations were evident in a middle-income country context. Participants were 1,480 children, aged 4-7 years old, who participated in an endline assessment of the Tayari program, an early childhood education (ECE) model that is being delivered by the Kenyan education system. High rates of task completion, low rates of floor effects, and high rates of assessor quality ratings supported the feasibility of large-scale direct assessments of EF with young children. Assessor ratings of children's attention-related behaviors during testing were positively associated with their performance on EF tasks (rs = 0.12-0.27). An EF composite score was not related to demographic factors or to children's exposure to the Tayari program. However, the EF composite score was uniquely associated with performance-based measures of early literacy (β = 0.18, 95% confidence interval [CI] = 0.05, 0.31), early numeracy (β = 0.16, 95% CI = 0.07, 26), and social-emotional competencies (β = 0.12, 95% CI = 0.03, 0.20), even after adjustment for multiple covariates. These results are discussed with respect to the ways in which EF skills inform ongoing efforts to invest in ECE in low- and middle-income countries.
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Affiliation(s)
- Michael T Willoughby
- Education and Workforce Development, RTI International, Research Triangle Park, North Carolina
| | - Benjamin Piper
- International Education, RTI International, Nairobi, Kenya
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29
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Wagner NJ, Mills-Koonce WR, Willoughby MT, Cox MJ. Parenting and Cortisol in Infancy Interactively Predict Conduct Problems and Callous-Unemotional Behaviors in Childhood. Child Dev 2019; 90:279-297. [PMID: 28737836 PMCID: PMC5783800 DOI: 10.1111/cdev.12900] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
This study examines observed maternal sensitivity, harsh-intrusion, and mental-state talk in infancy as predictors of conduct problems (CP) and callous-unemotional (CU) behaviors in middle childhood, as well as the extent to which infants' resting cortisol and cortisol reactivity moderate these associations. Using data from the Family Life Project (n = 1,292), results indicate that maternal sensitivity at 6 months predicts fewer CP at first grade, but only for infants who demonstrate high levels of cortisol reactivity. Maternal harsh intrusion predicts fewer empathic-prosocial behaviors, a component of CU behaviors, but only for infants who demonstrate high resting cortisol. Findings are discussed in the context of diathesis-stress and differential susceptibility models.
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30
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Bansal PS, Waschbusch DA, Haas SM, Babinski DE, King S, Andrade BF, Willoughby MT. Effects of Intensive Behavioral Treatment for Children With Varying Levels of Conduct Problems and Callous-Unemotional Traits. Behav Ther 2019; 50:1-14. [PMID: 30661550 DOI: 10.1016/j.beth.2018.03.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Revised: 02/16/2018] [Accepted: 03/05/2018] [Indexed: 11/26/2022]
Abstract
The purpose of this study was to examine whether callous-unemotional (CU) traits moderated the effects of intensive behavior therapy in elementary school-age children with varying levels of conduct problems (CP). Both treatment response (magnitude of change between pre- and posttreatment) and treatment outcomes (likelihood of normalization from treatment) were examined. Participants were 67 children (n = 49 boys, Mage = 9.6 years) with varying levels of CP and CU who participated in an intensive 8-week summer treatment program (STP) in which behavior therapy was delivered to children in recreational and classroom settings and to parents via weekly parent training sessions. Effects of treatment were measured using parent and teacher ratings of oppositional defiant disorder (ODD), conduct disorder (CD), callous behavior, and impairment. Results showed that CU moderated treatment effects for CD and callous behavior but not ODD or impairment. The moderating effects showed some evidence that participants with high CP and high CU before treatment had better treatment responses (larger change between pre- and posttreatment) but worse treatment outcomes (lower likelihood of normalization after treatment). These results suggest that intensive treatment, such as the STP, may be necessary but not sufficient for children with CP and CU traits.
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31
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Abstract
Children with higher levels of executive function (EF) skills consistently demonstrate higher levels of academic achievement. Despite the consistency of these associations, fundamental questions remain about whether efforts to improve an individual child's EF skills result in corresponding improvements in his or her academic performance. In the absence of experimental evidence, developmentalists have used repeated measures designs to test the nature, magnitude, and direction of the associations between EF skills and academic achievement. In contrast to previous studies, this study described how between- and within-person associations between EF and achievement address different questions. Using data from a subsample of participants (N = 6,040) from the Early Childhood Longitudinal Study-Kindergarten, 2010-2011 (ECLS-K:2011) cohort, we estimated a series of latent growth curve models with structured residuals to test the between and within-person associations between 2 dimensions of EF (working memory, cognitive flexibility) and 2 domains of academic achievement (math, reading). Whereas between-person associations between EF and achievement were large (φ = .55-.91), the within-person associations were small (βs = -.10-.25). Within-person effects of earlier reading achievement on later EF skills was the most consistent finding. Results were unchanged when analyses were repeated using the subset of children who were eligible for free and reduced-price lunch, a proxy for low socioeconomic households. Results are discussed with respect to interest in improving EF skills as a means for facilitating school outcomes. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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32
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Hegarty-Craver M, Gilchrist KH, Propper CB, Lewis GF, DeFilipp SJ, Coffman JL, Willoughby MT. Automated respiratory sinus arrhythmia measurement: Demonstration using executive function assessment. Behav Res Methods 2018; 50:1816-1823. [PMID: 28791596 PMCID: PMC5803481 DOI: 10.3758/s13428-017-0950-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Respiratory sinus arrhythmia (RSA) is a quantitative metric that reflects autonomic nervous system regulation and provides a physiological marker of attentional engagement that supports cognitive and affective regulatory processes. RSA can be added to executive function (EF) assessments with minimal participant burden because of the commercial availability of lightweight, wearable electrocardiogram (ECG) sensors. However, the inclusion of RSA data in large data collection efforts has been hindered by the time-intensive processing of RSA. In this study we evaluated the performance of an automated RSA-scoring method in the context of an EF study in preschool-aged children. The absolute differences in RSA across both scoring methods were small (mean RSA differences = -0.02-0.10), with little to no evidence of bias for the automated relative to the hand-scoring approach. Moreover, the relative rank-ordering of RSA across both scoring methods was strong (rs = .96-.99). Reliable changes in RSA from baseline to the EF task were highly similar across both scoring methods (96%-100% absolute agreement; Kappa = .83-1.0). On the basis of these findings, the automated RSA algorithm appears to be a suitable substitute for hand-scoring in the context of EF assessment.
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Affiliation(s)
| | - Kristin H Gilchrist
- RTI International, 3040 Cornwallis Rd., Research Triangle Park, NC, 27709, USA.
| | | | | | - Samuel J DeFilipp
- RTI International, 3040 Cornwallis Rd., Research Triangle Park, NC, 27709, USA
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Fabiano GA, Schatz NK, Hulme KF, Morris KL, Vujnovic RK, Willoughby MT, Hennessy D, Lewis KE, Owens J, Pelham WE. Positive Bias in Teenage Drivers With ADHD Within a Simulated Driving Task. J Atten Disord 2018; 22:1150-1157. [PMID: 26637839 DOI: 10.1177/1087054715616186] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Youth with ADHD exhibit positive bias, an overestimation of ability, relative to external indicators. The positive bias construct is understudied in adolescents, particularly in the domain of driving. Study is needed as youth with ADHD experience greater negative outcomes in driving relative to typically developing teens. METHOD Positive bias on a driving simulator task was investigated with 172 teenagers with ADHD, combined type. Youth participated in a driving simulation task and rated driving performance afterward. RESULTS Compared with external ratings of driving performance, youth overestimated driving competence for specific driving behaviors as well as globally. The global rating demonstrated a greater degree of positive bias. Greater positive bias on global ratings of driving ability also predicted greater rates of risky driving behaviors during the simulator exercise independent from disruptive behavior disorder symptoms. CONCLUSION Results inform prevention and intervention efforts for teenage drivers with ADHD.
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Affiliation(s)
- Michael T. Willoughby
- Education & Workforce Development, RTI International, Research Triangle Park, North Carolina, USA
| | - Benjamin Piper
- International Education, RTI International, Nairobi, Kenya
| | | | - Megan McCune
- International Education, RTI International, Washington, DC, USA
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35
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Gueron-Sela N, Camerota M, Willoughby MT, Vernon-Feagans L, Cox MJ. Maternal depressive symptoms, mother-child interactions, and children's executive function. Dev Psychol 2018; 54:71-82. [PMID: 28933882 PMCID: PMC5750080 DOI: 10.1037/dev0000389] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
This study examined the independent and mediated associations between maternal depression symptoms (MDS), mother-child interaction, and child executive function (EF) in a prospective longitudinal sample of 1,037 children (50% boys) from predominantly low-income and rural communities. When children were 6, 15 and 24 months of age, mothers reported their level of depressive symptomatology. At 24 and 36 months of age, mother-child interactions during play were rated for warmth-sensitivity and harsh-intrusiveness, and dyadic joint attention and maternal language complexity were assessed from a book sharing activity. Children's EF (i.e., inhibitory control, working memory, and set shifting) were assessed at ages 36 and 48 months using a battery of six tasks. Results indicated that MDS at ages 15 and 24 months were negatively associated with children's EF at age 48 months. Additionally, harsh-intrusive mother-child interactions partially mediated this link. Although warmth-sensitivity, dyadic joint attention and maternal language complexity were all longitudinally related to EF, they did not serve as mediating mechanisms between MDS and EF. These results were obtained while controlling for multiple demographic factors, children's earlier cognitive abilities, maternal general distress and childcare experiences. Findings from this study identify 1 mechanism through which early exposure to MDS could be related to children's EF. (PsycINFO Database Record
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Affiliation(s)
- Noa Gueron-Sela
- Department of Psychology, Ben-Gurion University of the Negev
| | - Marie Camerota
- Camerota, Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
| | | | | | - Martha J Cox
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill
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Magnus BE, Willoughby MT, Blair CB, Kuhn LJ. Integrating Item Accuracy and Reaction Time to Improve the Measurement of Inhibitory Control Abilities in Early Childhood. Assessment 2017; 26:1296-1306. [DOI: 10.1177/1073191117740953] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Efforts to improve children’s executive function are often hampered by the lack of measures that are optimized for use during the transition from preschool to elementary school. Whereas preschool-based measures often emphasize response accuracy, elementary school-based measures emphasize reaction time (RT)—especially for measures inhibitory control (IC) tasks that typically have a speeded component. The primary objective of this study was to test in a preschool-aged sample whether the joint use of item-level accuracy and RT data resulted in improved scoring for three IC tasks relative to scores derived from accuracy data alone. Generally, the joint use of item-level accuracy and RT data resulted in modest improvements in the measurement precision of IC abilities. Moreover, the joint use of item-level accuracy and RT helped eliminate floor and ceiling effects that occurred when accuracy data were considered alone. Results are discussed with respect to the importance of scoring IC tasks in ways that are maximally informative for program evaluation and longitudinal modeling.
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Affiliation(s)
| | | | | | - Laura J. Kuhn
- Frank Porter Graham Child Development Institute Chapel Hill, NC, USA
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37
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Rehder PD, Mills-Koonce WR, Willoughby MT, Garrett-Peters P, Wagner NJ. Emotion Recognition Deficits among Children with Conduct Problems and Callous-Unemotional Behaviors. Early Child Res Q 2017; 41:174-183. [PMID: 34113059 PMCID: PMC8188849 DOI: 10.1016/j.ecresq.2017.07.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Deficits in emotion recognition have been associated with psychopathic and callous-unemotional (CU) behaviors among adults, adolescents, and children. However, few previous studies have examined such associations exclusively during early and middle childhood, or demographic differences in emotion recognition that may result from early emotion socialization experiences. The current study used a large, population-stratified, randomly-selected sample of 2nd grade children living in areas of high rural poverty to examine group differences in emotion recognition among children showing no conduct problems or CU behaviors (typical), conduct problems without CU behaviors (CP-only), and both CP and CU behaviors (CP+CU). Primary caregivers reported on children's conduct problems and callous-unemotional behaviors at 1st grade and children completed a computerized facial emotion recognition task at 2nd grade. Results indicated that CP/CU group differences in emotion recognition accuracy were moderated by child race, with children in the typical group showing better overall accuracy and better recognition of fearful and happy faces among European American children, whereas no group differences were found among African American children. Implications for emotion socialization, etiology of CP and CU behaviors, and future directions for research and treatment are discussed.
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Affiliation(s)
- Peter D. Rehder
- The University of North Carolina at Greensboro, 248 Stone Building, P.O. Box 26170, Greensboro, NC 27402-6170, United States
| | - W. Roger Mills-Koonce
- The University of North Carolina at Greensboro, 248 Stone Building, P.O. Box 26170, Greensboro, NC 27402-6170, United States
| | - Michael T. Willoughby
- Research Triangle Institute, 3040 East Cornwallis Rd. P.O. Box 12194, Research Triangle Park, NC 27709-2194, United States
| | - Patricia Garrett-Peters
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, CB 8180, Chapel Hill, NC 27599-8180
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Bedford R, Wagner NJ, Rehder PD, Propper C, Willoughby MT, Mills-Koonce RW. The role of infants' mother-directed gaze, maternal sensitivity, and emotion recognition in childhood callous unemotional behaviours. Eur Child Adolesc Psychiatry 2017; 26:947-956. [PMID: 28247068 PMCID: PMC5532412 DOI: 10.1007/s00787-017-0967-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 02/21/2017] [Indexed: 11/06/2022]
Abstract
While some children with callous unemotional (CU) behaviours show difficulty recognizing emotional expressions, the underlying developmental pathways are not well understood. Reduced infant attention to the caregiver's face and a lack of sensitive parenting have previously been associated with emerging CU features. The current study examined whether facial emotion recognition mediates the association between infants' mother-directed gaze, maternal sensitivity, and later CU behaviours. Participants were 206 full-term infants and their families from a prospective longitudinal study, the Durham Child Health and Development Study (DCHDS). Measures of infants' mother-directed gaze, and maternal sensitivity were collected at 6 months, facial emotion recognition performance at 6 years, and CU behaviours at 7 years. A path analysis showed a significant effect of emotion recognition predicting CU behaviours (β = -0.275, S.E. = 0.084, p = 0.001). While the main effects of infants' mother-directed gaze and maternal sensitivity were not significant, their interaction significantly predicted CU behaviours (β = 0.194, S.E. = 0.081, p = 0.016) with region of significance analysis showing a significant negative relationship between infant gaze and later CU behaviours only for those with low maternal sensitivity. There were no indirect effects of infants' mother-directed gaze, maternal sensitivity or the mother-directed gaze by maternal sensitivity interaction via emotion recognition. Emotion recognition appears to act as an independent predictor of CU behaviours, rather than mediating the relationship between infants' mother-directed gaze and maternal sensitivity with later CU behaviours. This supports the idea of multiple risk factors for CU behaviours.
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Affiliation(s)
- R Bedford
- Biostatistics and Health Informatics Department, Institute of Psychology, Psychiatry and Neuroscience, King's College London, London, England.
| | - N J Wagner
- Human Development and Quantitative Methodology, University of Maryland, College Park, USA
| | - P D Rehder
- Human Development and Family Studies Department, University of North Carolina-Greensboro, Greensboro, USA
| | - C Propper
- Center for Developmental Science, University of North Carolina-Chapel Hill, Chapel Hill, USA
| | | | - R W Mills-Koonce
- Human Development and Family Studies Department, University of North Carolina-Greensboro, Greensboro, USA
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Abstract
Reciprocal feedback processes between experience and development are central to contemporary developmental theory. Autoregressive cross-lagged panel (ARCL) models represent a common analytic approach intended to test such dynamics. The authors demonstrate that-despite the ARCL model's intuitive appeal-it typically (a) fails to align with the theoretical processes that it is intended to test and (b) yields estimates that are difficult to interpret meaningfully. Specifically, using a Monte Carlo simulation and two empirical examples concerning the reciprocal relation between spanking and child aggression, it is shown that the cross-lagged estimates derived from the ARCL model reflect a weighted-and typically uninterpretable-amalgam of between- and within-person associations. The authors highlight one readily implemented respecification that better addresses these multiple levels of inference.
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Kuhn LJ, Willoughby MT, Blair CB, McKinnon R. Examining an Executive Function Battery for Use with Preschool Children with Disabilities. J Autism Dev Disord 2017; 47:2586-2594. [PMID: 28577276 DOI: 10.1007/s10803-017-3177-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Performance-based assessments of EF for use with young children who have or are at risk for disabilities are lacking. The current study investigates the use of a computerized battery for children with subclinical behaviors (N = 846) across a variety of developmental disabilities and evaluates practical information about feasibility of task administration. Results reveal that children with disabilities performed similarly to their typically developing peers across a variety of metrics for evaluating the battery, ranging from percent correct scores to administrator quality ratings. Thus, the battery may be considered an easy-to-administer, performance-based assessment tool in which children with disabilities do not perform systemically worse than typically developing peers.
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Ribner AD, Willoughby MT, Blair CB. Executive Function Buffers the Association between Early Math and Later Academic Skills. Front Psychol 2017; 8:869. [PMID: 28611712 PMCID: PMC5448237 DOI: 10.3389/fpsyg.2017.00869] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 05/11/2017] [Indexed: 11/24/2022] Open
Abstract
Extensive evidence has suggested that early academic skills are a robust indicator of later academic achievement; however, there is mixed evidence of the effectiveness of intervention on academic skills in early years to improve later outcomes. As such, it is clear there are other contributing factors to the development of academic skills. The present study tests the role of executive function (EF) (a construct made up of skills complicit in the achievement of goal-directed tasks) in predicting 5th grade math and reading ability above and beyond math and reading ability prior to school entry, and net of other cognitive covariates including processing speed, vocabulary, and IQ. Using a longitudinal dataset of N = 1292 participants representative of rural areas in two distinctive geographical parts of the United States, the present investigation finds EF at age 5 strongly predicts 5th grade academic skills, as do cognitive covariates. Additionally, investigation of an interaction between early math ability and EF reveals the magnitude of the association between early math and later math varies as a function of early EF, such that participants who have high levels of EF can “catch up” to peers who perform better on assessments of early math ability. These results suggest EF is pivotal to the development of academic skills throughout elementary school. Implications for further research and practice are discussed.
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Affiliation(s)
- Andrew D Ribner
- Department of Applied Psychology, New York University, New YorkNY, United States
| | | | - Clancy B Blair
- Department of Applied Psychology, New York University, New YorkNY, United States
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Willoughby MT, Fabiano GA, Schatz NK, Vujnovic RK, Morris KL. Bifactor Models of Attention Deficit/Hyperactivity Symptomatology in Adolescents: Criterion Validity and Implications for Clinical Practice. Assessment 2017; 26:799-810. [PMID: 29214840 DOI: 10.1177/1073191117698755] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study evaluated the fit and criterion validity of a bifactor model for 18 DSM-IV attention deficit/hyperactivity disorder (ADHD) symptoms, along with nine supplementary symptoms that represented the manifestation of inattention and hyperactivity-impulsivity in adolescence and early adulthood. Participants included N = 172 adolescents who were diagnosed with combined type ADHD and who were enrolled in a treatment study. A bifactor model provided reasonably good fit to combined parent- and teacher-reported DSM symptoms and supplemental items at baseline prior to treatment. Across models, the general factor was characterized by high reliability (ω = .93, .95), while specific inattentive and hyperactive-impulsive factors were characterized by poor reliability (ω = .30-.50). With respect to criterion validity, the general ADHD and specific inattentive factors were uniquely associated with home and school impairment (R2 = .13-.29) but not adolescent risk-tasking behavior. Results are discussed with respect to the ways in which bifactor models of ADHD inform the diagnostic criteria for ADHD.
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43
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Wagner NJ, Mills-Koonce WR, Propper CB, Willoughby MT, Rehder PD, Moore GA, Cox MJ. Associations between Infant Behaviors during the Face-To-Face Still-Face Paradigm and Oppositional Defiant and Callous-Unemotional Behaviors in Early Childhood. J Abnorm Child Psychol 2017; 44:1439-1453. [PMID: 26936036 DOI: 10.1007/s10802-016-0141-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Deficits in social orienting (i.e., gazing toward caregivers) during dyadic interactions and reactivity to stressful stimuli have been identified as behavioral correlates of oppositional defiant disorder (ODD) and callous-unemotional (CU) behaviors in older children. The goal of the current study was to investigate infants' mother-directed gaze and reactivity during the face-to-face and still-face episodes of the face-to-face stillface paradigm performed at 6 months in the prediction of ODD and CU behaviors in early childhood. Using data from the Durham Child Health and Development study (n = 206), hierarchical regression analyses revealed that infants' negative reactivity during the still-face episode and mother-directed gaze during the face-to-face episode predicted fewer ODD behaviors in early childhood. Examination of interaction effects suggested that mother-directed gaze attenuated the negative relation between reactivity and ODD and CU behaviors in early childhood. The current study is one of the first to extend downward the investigation of ODD and CU behaviors into infancy.
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Affiliation(s)
- Nicholas J Wagner
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, CB#3270 Davie Hall, Room 217, Chapel Hill, NC, 27599-3270, USA.
| | - W Roger Mills-Koonce
- University of North Carolina at Greensboro, Stone Building Room 165E, PO Box 26170, Greensboro, NC, 27402-6170, USA
| | - Cathi B Propper
- Center for Developmental Science, University of North Carolina at Chapel Hill, 100 E. Franklin Street, Chapel Hill, NC, 27599, USA
| | - Michael T Willoughby
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709-2194, USA
| | - Pete D Rehder
- University of North Carolina at Greensboro, Stone Building Room 165E, PO Box 26170, Greensboro, NC, 27402-6170, USA
| | - Ginger A Moore
- Penn State University, 140 Moore Building, University Park, PA, 16801, USA
| | - Martha J Cox
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Campus Box 3270, 215 Davie Hall, Chapel Hill, NC, 27599-3270, USA
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44
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Musser ED, Willoughby MT, Wright S, Sullivan EL, Stadler DD, Olson BF, Steiner RD, Nigg JT. Maternal prepregnancy body mass index and offspring attention-deficit/hyperactivity disorder: a quasi-experimental sibling-comparison, population-based design. J Child Psychol Psychiatry 2017; 58:240-247. [PMID: 27901266 PMCID: PMC5787386 DOI: 10.1111/jcpp.12662] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/22/2016] [Indexed: 12/22/2022]
Abstract
BACKGROUND High maternal prepregnancy body mass index (BMI) has been associated with increased risk of offspring attention-deficit/hyperactivity disorder (ADHD). However, whether this effect is attributable to maternal or familial level confounds has been little examined. METHODS The present study sought to examine these associations, utilizing data from the medical records of a health care system which treats 350,000 patients annually and a sibling-comparison design in a sample of 4,682 children born to 3,645 mothers. RESULTS When examining the overall maternal effect, a linear association was observed between maternal prepregnancy BMI and child ADHD [b = 0.04, 95% confidence interval (95% CI) = 0.02-0.06, p = .0003], such that a one-unit (i.e. 1 kg/m2 ) increase in prepregnancy BMI was associated with a 4% increase in the odds of ADHD (exp b = 1.04). However, when the model was reparameterized to take full advantage of the sibling design to allow for the examination of both maternal and child-specific effects, the child-specific prepregnancy BMI effect was not reliably different from zero (b = -0.08, 95% CI = -0.23 to 0.06, p = .24). In contrast, at the maternal-level, average prepregnancy BMI was a reliably non-zero predictor of child ADHD (b = 0.04, 95% CI = 0.02-0.06, p < .0001) with each one-unit increase in maternal prepregnancy BMI associated with a 4.2% increase in the odds of ADHD (exp b = 1.04, 95% CI = 1.02-1.06). CONCLUSIONS The association between maternal prepregnancy BMI and offspring ADHD may be better accounted for by familial or maternal confounds rather than a direct causal effect of BMI.
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Affiliation(s)
- Erica D. Musser
- Department of Psychology, Florida International University, Miami, FL, USA
| | - Michael T. Willoughby
- Education & Workforce Development, RTI International, Research Triangle Park, NC, USA
| | | | - Elinor L. Sullivan
- Division of Neuroscience, Oregon National Primate Research Center, Beaverton, OR, USA
- Department of Biology, University of Portland, Portland, OR, USA
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
| | - Diane D. Stadler
- Department of Medicine, Section of Health Promotion & Sports Medicine, Graduate Programs in Human Nutrition, Oregon Health & Science University, Portland, OR, USA
| | - Brent F. Olson
- Marshfield Clinic Research Foundation, Marshfield, WI, USA
| | | | - Joel T. Nigg
- Department of Psychiatry, Oregon Health & Science University, Portland, OR, USA
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45
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Graziano PA, Fabiano G, Willoughby MT, Waschbusch D, Morris K, Schatz N, Vujnovic R. Callous-Unemotional Traits Among Adolescents with Attention-Deficit/Hyperactivity Disorder (ADHD): Associations with Parenting. Child Psychiatry Hum Dev 2017; 48:18-31. [PMID: 27165312 PMCID: PMC5104668 DOI: 10.1007/s10578-016-0649-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
This study examined the extent to which positive and negative parenting relates to conduct problems (CP) and callous-unemotional (CU) traits among 172 adolescents (72 % males; Mage = 16.91 years, SD = .67) with attention-deficit/hyperactivity disorder and whether CU traits moderate the link between parenting and CP. Mothers reported on their adolescents' CP, CU traits, and their own parenting practices. Maternal behaviors were observed during a problem-solving communication task. Parents who engaged in more positive parenting (self-reported and observed) reported their adolescents as having lower levels of CU traits. No effect was found for negative parenting. Moderation analyses indicated that lower levels of positive maternal behavior was only associated with higher CP in the presence of higher levels of CU traits. Negative parenting was positively related to CP regardless of CU traits. Positive parenting, irrespective of measurement approach, uniquely relates to adolescents' CU traits while both positive and negative parenting relate to CP.
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Affiliation(s)
- Paulo A Graziano
- Department of Psychology, Center for Children and Families, Florida International University, Miami, FL, 33199, USA.
| | - Gregory Fabiano
- Department of Counseling, School, and Educational Psychology, University at Buffalo, SUNY, Buffalo, NY, USA
| | - Michael T Willoughby
- Child Development Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Daniel Waschbusch
- Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA
| | - Karen Morris
- Department of Counseling, School, and Educational Psychology, University at Buffalo, SUNY, Buffalo, NY, USA
| | - Nicole Schatz
- Department of Psychology, Center for Children and Families, Florida International University, Miami, FL, 33199, USA
| | - Rebecca Vujnovic
- Department of Counseling, School, and Educational Psychology, University at Buffalo, SUNY, Buffalo, NY, USA
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46
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Abstract
In this commentary, I provide a critical evaluation of Espy and colleagues' proposal to use a bifactor modeling approach to characterize children's performance on executive control tasks. I draw attention to an old idea regarding treating items as causal or effect indicators of their latent constructs. I remind readers that factor analytic approaches, including the bifactor model that is proposed here, assume that executive control tasks are effect indicators of the latent construct of executive control. I suggest that executive control tasks may be better conceptualized as causal indicators. I further suggest that these different modeling approaches will result in markedly different conclusions about the nature of executive control-including predictors and outcomes of executive control that were the focus of this monograph.
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47
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Fabiano GA, Schatz NK, Morris KL, Willoughby MT, Vujnovic RK, Hulme KF, Riordan J, Howard M, Hennessy D, Lewis K, Hawk L, Wylie A, Pelham WE. Efficacy of a family-focused intervention for young drivers with attention-deficit hyperactivity disorder. J Consult Clin Psychol 2016; 84:1078-1093. [PMID: 27618640 PMCID: PMC5125890 DOI: 10.1037/ccp0000137] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Teenage drivers diagnosed with attention-deficit/hyperactivity disorder (ADHD) are at significant risk for negative driving outcomes related to morbidity and mortality. However, there are few viable psychosocial treatments for teens with ADHD and none focus on the key functional area of driving. The Supporting the Effective Entry to the Roadway (STEER) program was evaluated in a clinical trial to investigate whether it improved family functioning as a proximal outcome and driving behavior as a distal outcome. METHOD One hundred seventy-two teenagers with ADHD, combined type, were randomly assigned to STEER or a driver education driver practice program (DEDP). RESULTS Relative to parents in the DEDP condition, parents in STEER were observed to be less negative at posttreatment and 6-month follow-up but not at 12-month follow-up, and there were no significant differences for observed positive parenting. Relative to teens in the DEDP condition, teens in STEER reported lower levels of risky driving behaviors at posttreatment and 6-month follow-up, but not at 12-month follow-up. Groups did not differ on objective observations of risky driving or citations/accidents. CONCLUSIONS The STEER program for novice drivers with ADHD was effective in reducing observations of negative parenting behavior and teen self-reports of risky driving relative to DEDP; groups did not significantly differ on observations of positive parenting or driving behaviors. (PsycINFO Database Record
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Affiliation(s)
- Gregory A Fabiano
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Nicole K Schatz
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Karen L Morris
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | | | - Rebecca K Vujnovic
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Kevin F Hulme
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Jessica Riordan
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Marlana Howard
- Department of Counseling, School, and Educational Psychology, University at Buffalo, State University of New York
| | - Dwight Hennessy
- Department of Psychology, Buffalo State College, State University of New York
| | - Kemper Lewis
- Department of Mechanical and Aerospace Engineering, University at Buffalo, State University of New York
| | - Larry Hawk
- Department of Psychology, University at Buffalo, State University of New York
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49
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Camerota M, Willoughby MT, Kuhn LJ, Blair CB. The Childhood Executive Functioning Inventory (CHEXI): Factor structure, measurement invariance, and correlates in US preschoolers. Child Neuropsychol 2016; 24:322-337. [PMID: 27841094 DOI: 10.1080/09297049.2016.1247795] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
This study tests the factor structure, measurement invariance, and correlates of the Childhood Executive Functioning Inventory (CHEXI) with a large and diverse sample of 3- to 5-year-olds (n = 844). Consistent with previous studies, a two-factor model that distinguishes working memory from inhibition provides the best fit to the observed data. This two-factor model has been shown to demonstrate strong measurement invariance for different subgroups of children (boys vs. girls, high vs. low income). Whereas boys tend to have greater working memory and inhibition difficulties (Cohen's d = 0.15 and 0.20, respectively), children from low-income households tend to have more working memory problems than their peers from high-income households (Cohen's d = 0.25). Finally, correlations between CHEXI scores, examiner reports of child behavior, and child performance on a battery of executive function (EF) tasks were investigated. CHEXI scores were found to be more consistently related to examiner reports of child behavior than child performance on EF tasks. Tthe strengths and weaknesses of the CHEXI as a questionnaire measure of EF are discussed, and directions for future research are suggested.
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Affiliation(s)
- Marie Camerota
- a Department of Psychology and Neuroscience , University of North Carolina at Chapel Hill , Chapel Hill , NC , USA
| | - Michael T Willoughby
- b Education and Workforce Development , RTI International , Research Triangle Park , NC , USA
| | - Laura J Kuhn
- c FPG Child Development Institute , University of North Carolina at Chapel Hill , Chapel Hill , NC , USA
| | - Clancy B Blair
- d Department of Applied Psychology , New York University , New York , NY , USA
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50
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Waschbusch DA, Bernstein MD, Mazzant JR, Willoughby MT, Haas S, Coles E, Pelham WE. A Case Study Examining Fixed Versus Randomized Criteria for Treating a Child With Conduct Problems and Callous-Unemotional Traits. ACTA ACUST UNITED AC 2016; 1:73-85. [PMID: 28653037 DOI: 10.1080/23794925.2016.1227946] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Children with conduct problems and callous unemotional traits (CPCU) seem to show a decreased response to behavioral treatment (Hawes, Price, & Dadds, 2014). It was hypothesized that children with CPCU may respond differently to behavior therapy when the target behavior criteria are fixed a priori versus when the target behavior criteria are randomly determined post hoc. A single-case study experiment was conducted as an initial step toward investigating this hypothesis. The study was conducted using a daily report card implemented in the context of an intensive behavioral summer treatment program. Results indicated that rates of negative behaviors were higher when rewards were delivered using randomly determined levels of target behaviors as compared to using fixed levels of target behaviors. Results suggest the importance of providing children with CPCU specific and predictable treatment goals when using contingency management procedures. Additional research that examines how children with CPCU react to components of behavioral treatment may help improve their response to behavior therapy.
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Affiliation(s)
- Daniel A Waschbusch
- Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA
| | - Melissa D Bernstein
- Child Study Center, Oklahoma State University Health Sciences Center, Oklahoma City, OK, USA
| | - Jessica Robb Mazzant
- Center for Children and Families, Florida International University, Miami, FL, USA
| | | | - Sarah Haas
- Department of Psychiatry, Penn State Hershey Medical Center, Hershey, PA, USA
| | - Erica Coles
- Center for Children and Families, Florida International University, Miami, FL, USA.,Department of Psychology, Florida International University, Miami, FL, USA
| | - William E Pelham
- Center for Children and Families, Florida International University, Miami, FL, USA.,Department of Psychology, Florida International University, Miami, FL, USA
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