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Fakkel M, Peeters M, Branje S, Stevens GWJM. Parental SES and family support as predictors of educational level: Testing the buffering effect of effortful control and peer support. J Adolesc 2024. [PMID: 39154280 DOI: 10.1002/jad.12389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 08/19/2024]
Abstract
INTRODUCTION Exposure to family risk factors increases adolescents' chances of attaining a lower educational level. However, some adolescents attain a high educational level despite being exposed to family risk factors such as a lower parental socioeconomic status (SES) or receiving less family support. METHOD Using data from the Dutch TRAILS cohort study (NT1 = 2175; Mage = 11.1, SD = 0.55, 50.8% female), we investigated if higher levels of effortful control and peer support can buffer against the negative effects of a lower parental SES and less family support on educational level. Two multinomial logistic regressions were performed (from early to mid-adolescence and from mid-adolescence to young adulthood) with post hoc tests to contrast four ordinal educational levels: practical vocational, theoretical vocational, higher general, and (pre-)university. RESULTS Adolescents with a higher parental SES were consistently more likely to end up at a higher educational level, but family support was hardly associated with educational level. Neither effortful control nor peer support buffered the associations of parental SES and family support with educational level. Effortful control did have a positive direct (compensatory) effect on the educational level. CONCLUSION We conclude that other individual competencies or more structural changes may be more helpful buffers for reducing socioeconomic inequalities in educational attainment.
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Affiliation(s)
- Matthijs Fakkel
- Department of Interdisciplinary Social Science, Utrecht University, Utrecht, The Netherlands
| | - Margot Peeters
- Department of Interdisciplinary Social Science, Utrecht University, Utrecht, The Netherlands
| | - Susan Branje
- Department of Youth & Family, Utrecht University, Utrecht, The Netherlands
| | - Gonneke W J M Stevens
- Department of Interdisciplinary Social Science, Utrecht University, Utrecht, The Netherlands
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2
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Willems YE, Raffington L, Ligthart L, Pool R, Hottenga JJ, Finkenauer C, Bartels M. No gene by stressful life events interaction on individual differences in adults' self-control. Front Psychiatry 2024; 15:1388264. [PMID: 38693999 PMCID: PMC11061522 DOI: 10.3389/fpsyt.2024.1388264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 04/03/2024] [Indexed: 05/03/2024] Open
Abstract
Background Difficulty with self-control, or the ability to alter impulses and behavior in a goal-directed way, predicts interpersonal conflict, lower socioeconomic attainments, and more adverse health outcomes. Etiological understanding, and intervention for low self-control is, therefore, a public health goal. A prominent developmental theory proposes that individuals with high genetic propensity for low self-control that are also exposed to stressful environments may be most at-risk of low levels of self-control. Here we examine if polygenic measures associated with behaviors marked by low self-control interact with stressful life events in predicting self-control. Methods Leveraging molecular data from a large population-based Dutch sample (N = 7,090, Mage = 41.2) to test for effects of genetics (i.e., polygenic scores for ADHD and aggression), stressful life events (e.g., traffic accident, violent assault, financial problems), and a gene-by-stress interaction on self-control (measured with the ASEBA Self-Control Scale). Results Both genetics (β =.03 -.04, p <.001) and stressful life events (β = .11 -.14, p <.001) were associated with individual differences in self-control. We find no evidence of a gene-by-stressful life events interaction on individual differences in adults' self-control. Conclusion Our findings are consistent with the notion that genetic influences and stressful life events exert largely independent effects on adult self-control. However, the small effect sizes of polygenic scores increases the likelihood of null results. Genetically-informed longitudinal research in large samples can further inform the etiology of individual differences in self-control from early childhood into later adulthood and its downstream implications for public health.
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Affiliation(s)
- Yayouk Eva Willems
- Max Planck Institute for Human Development, Max Planck Research Group Biosocial – Biology, Social Disparities, and Development, Berlin, Germany
| | - Laurel Raffington
- Max Planck Institute for Human Development, Max Planck Research Group Biosocial – Biology, Social Disparities, and Development, Berlin, Germany
| | - Lannie Ligthart
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Rene Pool
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jouke Jan Hottenga
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Catrin Finkenauer
- Department of Interdisciplinary Social Science, Universiteit Utrecht, Utrecht, Netherlands
| | - Meike Bartels
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Amsterdam Public Health Research Institute, Amsterdam University Medical Centres, Amsterdam, Netherlands
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3
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Willems YE, deSteiguer A, Tanksley PT, Vinnik L, Fraemke D, Okbay A, Richter D, Wagner GG, Hertwig R, Koellinger P, Tucker-Drob EM, Harden KP, Raffington L. Self-control is associated with health-relevant disparities in buccal DNA-methylation measures of biological aging in older adults. Clin Epigenetics 2024; 16:22. [PMID: 38331797 PMCID: PMC10854186 DOI: 10.1186/s13148-024-01637-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 01/29/2024] [Indexed: 02/10/2024] Open
Abstract
Self-control is a personality dimension that is associated with better physical health and a longer lifespan. Here, we examined (1) whether self-control is associated with buccal and saliva DNA-methylation (DNAm) measures of biological aging quantified in children, adolescents, and adults, and (2) whether biological aging measured in buccal DNAm is associated with self-reported health. Following preregistered analyses, we computed two DNAm measures of advanced biological age (principal-component PhenoAge and GrimAge Acceleration) and a DNAm measure of pace of aging (DunedinPACE) in buccal samples from the German Socioeconomic Panel Study (SOEP-G[ene], n = 1058, age range 0-72, Mage = 42.65) and saliva samples from the Texas Twin Project (TTP, n = 1327, age range 8-20, Mage = 13.50). We found that lower self-control was associated with advanced biological age in older adults (PhenoAge Acceleration β = - .34, [- .51, - .17], p < .001; GrimAge Acceleration β = - .34, [- .49, - .19], p < .001), but not young adults, adolescents or children. These associations remained statistically robust even after correcting for possible confounders such as socioeconomic contexts, BMI, or genetic correlates of low self-control. Moreover, a faster pace of aging and advanced biological age measured in buccal DNAm were associated with self-reported disease (PhenoAge Acceleration: β = .13 [.06, .19], p < .001; GrimAge Acceleration: β = .19 [.12, .26], p < .001; DunedinPACE: β = .09 [.02, .17], p = .01). However, effect sizes were weaker than observations in blood, suggesting that customization of DNAm aging measures to buccal and saliva tissues may be necessary. Our findings are consistent with the hypothesis that self-control is associated with health via pathways that accelerate biological aging in older adults.
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Affiliation(s)
- Y E Willems
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Lentzeallee 94, 14195, Berlin, Germany
| | - A deSteiguer
- Population Research Center, The University of Texas, Austin, USA
| | - P T Tanksley
- Population Research Center, The University of Texas, Austin, USA
| | - L Vinnik
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Lentzeallee 94, 14195, Berlin, Germany
| | - D Fraemke
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Lentzeallee 94, 14195, Berlin, Germany
| | - A Okbay
- School of Business and Economics, Economics Fellow, Tinbergen Institute, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Complex Trait Genetics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - D Richter
- SHARE Berlin Institute GmbH, Berlin, Germany
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - G G Wagner
- Max Planck Institute for Human Development, Berlin, Germany
- German Socio Economic Panel Study (SOEP), Berlin, Germany
| | - R Hertwig
- Max Planck Institute for Human Development, Berlin, Germany
| | - P Koellinger
- School of Business and Economics, Economics Fellow, Tinbergen Institute, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Complex Trait Genetics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - E M Tucker-Drob
- Population Research Center, The University of Texas, Austin, USA
| | - K P Harden
- Population Research Center, The University of Texas, Austin, USA
| | - Laurel Raffington
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Lentzeallee 94, 14195, Berlin, Germany.
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Kevenaar ST, van Bergen E, Oldehinkel AJ, Boomsma DI, Dolan CV. The relationship of school performance with self-control and grit is strongly genetic and weakly causal. NPJ SCIENCE OF LEARNING 2023; 8:53. [PMID: 38049407 PMCID: PMC10696063 DOI: 10.1038/s41539-023-00198-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 10/17/2023] [Indexed: 12/06/2023]
Abstract
The non-cognitive skills self-control and grit are often considered predictors of school performance, but whether this relationship is causal remains unclear. We investigated the causality of this association using a twin design. Specifically, we evaluated the direct impact of self-control and grit on school performance, while controlling for genetic or environmental influences common to all three traits (i.e., confounding). Teachers of 4891 Dutch 12-year-old twin pairs (of which 3837 were complete pairs) completed a survey about school performance (school grades), self-control (ASEBA self-control scale), and the perseverance aspect of grit. Our analysis aimed to determine the direct impact of self-control and grit on school performance, while simultaneously controlling for genetic or environmental confounding. Establishing the regression relationship corrected for confounding supports the interpretation of the regression relationship as causal. In all analyses, we corrected for sex, rater bias of the teachers, and parental socioeconomic status. Initially, in the standard regression, self-control, and grit explained 28.4% of the school performance variance. However, allowing for genetic confounding (due to genetic pleiotropy) revealed that most of this association could be attributed to genetic influences that the three traits share. In the presence of genetic pleiotropy, the phenotypic regression of school performance on self-control and grit accounted for only 4.4% (i.e., the effect size association with the causal hypothesis). In conclusion, self-control and grit predict school performance primarily due to genetic pleiotropy, with a much smaller causal effect (R2 = 4.4%). This suggests that interventions targeting self-control and grit alone may yield limited improvements in school performance.
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Affiliation(s)
- Sofieke T Kevenaar
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
- Research Institute LEARN!, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Elsje van Bergen
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
- Research Institute LEARN!, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
| | - Albertine J Oldehinkel
- University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Dorret I Boomsma
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
- Amsterdam Reproduction and Development Research Institute, Amsterdam, the Netherlands
| | - Conor V Dolan
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
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5
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Rea-Sandin G, Li-Grining CP, Causadias JM, Doane LD, Gonzales NA, Lemery-Chalfant K. Novel measures of family orientation and childhood self-regulation: A genetically informed twin study. JOURNAL OF FAMILY PSYCHOLOGY : JFP : JOURNAL OF THE DIVISION OF FAMILY PSYCHOLOGY OF THE AMERICAN PSYCHOLOGICAL ASSOCIATION (DIVISION 43) 2023; 37:955-965. [PMID: 37253205 PMCID: PMC10524749 DOI: 10.1037/fam0001119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
There is a dearth of research examining the relation between culture and childhood self-regulation in family psychology. Family orientation refers to the emphasis on providing support, respect, and obligation to the family system, and it is important for children's functioning, yet existing literature on related constructs often relies on parent-reported measures. Additionally, twin research has neglected the role of culture in the genetic and environmental contributions to children's self-regulation. Using observational and self-reported data from children, parents, and teachers, this study (a) proposed novel coding schemes and factor analytic approaches to capture family orientation, (b) examined associations between family orientation and self-regulation, and (c) tested whether family orientation moderated the heritability of self-regulation in middle childhood. Twin children (N = 710; Mage = 8.38 years, SD = 0.66; 49.1% female; 28.3% Hispanic/Latino/x, 58.5% White) were drawn from the Arizona Twin Project, which recruited children from birth records at 12 months of age. Family orientation values were indexed by parent-reported familism, and family orientation behaviors comprised coded measures of children's family orientation and experimenter ratings of caregiver and child behavior. Self-regulation was assessed using multiple task-based assessments of executive function and parent- and teacher-reported effortful control. Net of covariates, higher family orientation behaviors positively predicted nearly all measures of children's self-regulation, and associations were consistent across sex, family socioeconomic status, and race/ethnicity. There was no evidence that family orientation values nor behaviors moderated the heritability of children's self-regulation. This study highlights the complex nature of cultural variation within the family and its importance for children's self-regulatory abilities. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Gianna Rea-Sandin
- Department of Psychology, Arizona State University, Tempe, AZ, United States
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | | | - José M. Causadias
- School of Social and Family Dynamics, Arizona State University, Tempe, AZ, United States
| | - Leah D. Doane
- Department of Psychology, Arizona State University, Tempe, AZ, United States
| | - Nancy A. Gonzales
- Department of Psychology, Arizona State University, Tempe, AZ, United States
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Fava NM, Meldrum RC, Villar MG, Zucker RA, Trucco EM. Adverse childhood experiences, sleep problems, low self-control, and adolescent delinquency: A longitudinal serial mediation analysis. Dev Psychopathol 2023; 35:1868-1877. [PMID: 35678388 PMCID: PMC9732146 DOI: 10.1017/s0954579422000530] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Several studies link adverse childhood experiences (ACEs) to delinquency. Yet, developmental sequalae accounting for this association remain unclear, with previous research limited by cross-sectional research designs and investigations of singular mediating processes. To redress these shortcomings, this study examines the longitudinal association between ACEs and delinquency as mediated by both sleep problems and low self-control, two factors which past research implicates as potentially important for understanding how ACEs contribute to antisocial behavior. Data collected from 480 adolescents (71.3% boys; 86.3% White) and their parents participating in the Michigan Longitudinal Study was used to conduct a serial mediation analysis. The association between ACEs (prior to age 11) and delinquency in late adolescence was found to operate indirectly via sleep problems in early adolescence and low self-control in middle adolescence. Nonetheless, a direct association between ACEs and later delinquency remained. Pathways through which ACEs contribute to later delinquency are complex and multiply determined. Findings indicate that early behavioral interventions, including improving sleep and self-control, could reduce later delinquency. Still, more research is needed to identify additional avenues through which the ACEs-delinquency association unfolds across development.
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Affiliation(s)
- Nicole M Fava
- Robert Stempel College of Public Health & Social Work, Florida International University, Miami, FL, USA
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Ryan C Meldrum
- Criminology and Criminal Justice, Florida International University, Miami, FL, USA
| | - Michelle G Villar
- Center for Children and Families, Florida International University, Miami, FL, USA
| | - Robert A Zucker
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Elisa M Trucco
- Center for Children and Families, Florida International University, Miami, FL, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
- Department of Psychology, Florida International University, Miami, FL, USA
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7
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Willems YE, deSteiguer A, Tanksley PT, Vinnik L, Främke D, Okbay A, Richter D, Wagner GG, Hertwig R, Koellinger P, Tucker-Drob EM, Harden KP, Raffington L. Self-control is associated with health-relevant disparities in buccal DNA-methylation measures of biological aging in older adults. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.30.23294816. [PMID: 37693450 PMCID: PMC10491374 DOI: 10.1101/2023.08.30.23294816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
Self-control is a personality dimension that is associated with better physical health and a longer lifespan. Here we examined (1) whether self-control is associated with buccal and saliva DNA-methylation (DNAm) measures of biological aging quantified in children, adolescents, and adults, and (2) whether biological aging measured in buccal DNAm is associated with self-reported health. Following preregistered analyses, we computed two DNAm measures of advanced biological age (PhenoAge and GrimAge Acceleration) and a DNAm measure of pace of aging (DunedinPACE) in buccal samples from the German Socioeconomic Panel Study (SOEP-G[ene], n = 1058, age range 0-72, Mage = 42.65) and saliva samples from the Texas Twin Project (TTP, n = 1327, age range 8-20, Mage = 13.50). We found that lower self-control was associated with advanced biological age in older adults (β =-.34), but not young adults, adolescents or children. This association was not accounted for by statistical correction for socioeconomic contexts, BMI, or genetic correlates of low self-control. Moreover, a faster pace of aging and advanced biological age measured in buccal DNAm were associated with worse self-reported health (β =.13 to β = .19). But, effect sizes were weaker than observations in blood, thus customization of DNAm aging measures to buccal and saliva tissues may be necessary. Our findings are consistent with the hypothesis that self-control is associated with health via pathways that accelerate biological aging in older adults.
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Affiliation(s)
- Y E Willems
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Berlin
| | - A deSteiguer
- Population Research Center, The University of Texas, Austin
| | - P T Tanksley
- Population Research Center, The University of Texas, Austin
| | - L Vinnik
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Berlin
| | - D Främke
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Berlin
| | - A Okbay
- School of Business and Economics, Economics Fellow, Tinbergen Institute, Amsterdam
- Amsterdam Neuroscience, Complex Trait Genetics, Vrije Universiteit Amsterdam, Amsterdam
- Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam
| | - D Richter
- Department of Education and Psychology, Freie Universität Berlin
- SHARE Berlin, Berlin
| | - G G Wagner
- Max Planck Institute for Human Development, Berlin
- German Socio Economic Panel Study (SOEP), Berlin
| | - R Hertwig
- Max Planck Institute for Human Development, Berlin
| | - P Koellinger
- School of Business and Economics, Economics Fellow, Tinbergen Institute, Amsterdam
- Amsterdam Neuroscience, Complex Trait Genetics, Vrije Universiteit Amsterdam, Amsterdam
- Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam
| | | | - K P Harden
- Population Research Center, The University of Texas, Austin
| | - L Raffington
- Max Planck Research Group Biosocial - Biology, Social Disparities, and Development, Max Planck Institute for Human Development, Berlin
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8
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Kevenaar ST, Dolan CV, Boomsma DI, van Bergen E. Self-control and grit are associated with school performance mainly because of shared genetic effects. JCPP ADVANCES 2023; 3:e12159. [PMID: 37753153 PMCID: PMC10519738 DOI: 10.1002/jcv2.12159] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 03/06/2023] [Indexed: 09/28/2023] Open
Abstract
Background By combining the classical twin design with regression analysis, we investigated the role of two non-cognitive factors, self-control and grit, in the prediction of school performance. We did so at the phenotypic, genetic, and environmental level. Methods Teachers filled out a survey on the twins' school performance (school grades for reading, literacy, and math), self-control (ASEBA self-control scale), and grit (the perseverance aspect) for 4891 Dutch 12-years-old twin pairs (3837 pairs with data for both and 1054 pairs with data for one of the twins). We employed regression analyses to first assess the contributions of self-control and grit to school performance at the phenotypic level, and next at the genetic and environmental level, while correcting for rater (teacher) effects, parental SES, and sex. Results Higher SES was associated with better school performance, self-control, and grit. On average, girls had more self-control and grit than boys. Corrected for sex, SES, and teacher rater effects, genetic factors accounted for 74%, 69%, and 58% of the phenotypic variance of school performance, self-control, and grit, respectively. Phenotypically, self-control and grit explained 28.3% of the variance in school performance. We found that this phenotypic result largely reflected genetic influences. Conclusions Children who have better self-control and are grittier tend to do better in school. Individual differences in these three traits are not correlated because of shared environmental influences, but mainly because of shared genetic factors.
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Affiliation(s)
- Sofieke T. Kevenaar
- Department of Biological PsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
- Research Institute LEARN!Vrije Universiteit AmsterdamAmsterdamThe Netherlands
- Amsterdam Public Health Research InstituteAmsterdamThe Netherlands
| | - Conor V. Dolan
- Department of Biological PsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Dorret I. Boomsma
- Department of Biological PsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
- Amsterdam Public Health Research InstituteAmsterdamThe Netherlands
- Amsterdam Reproduction and Development Research InstituteAmsterdamThe Netherlands
| | - Elsje van Bergen
- Department of Biological PsychologyVrije Universiteit AmsterdamAmsterdamThe Netherlands
- Research Institute LEARN!Vrije Universiteit AmsterdamAmsterdamThe Netherlands
- Amsterdam Public Health Research InstituteAmsterdamThe Netherlands
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Mata C, Pauen S. The role of socio-cultural background and child age for parental regulation strategies and children's self-regulation: A comparison between Germany, Chile, and El Salvador. Acta Psychol (Amst) 2023; 234:103871. [PMID: 36841119 DOI: 10.1016/j.actpsy.2023.103871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 02/26/2023] Open
Abstract
This study compared parental regulation strategies and children's self-regulation in three different countries (Germany, Chile, El Salvador). N = 300 primary caregivers of 1- to 3-year-olds filled out a parental questionnaire (IMpulse-MAnagement in the caregiver-child dyad, IMMA; Pauen et al., 2019) assessing (a) socio-demographic variables, (b) parental ideas and goals regarding children's self-regulation skills, (c) children's self-regulation strategies in dealing with internal challenges or demands, and (d) caregiver's regulation strategies. Age-group comparisons revealed that (1) children increased compliance and verbal negotiation with their caregivers as they grow older, and (2) parents adapted their regulation strategies to the age of the child. Country-group comparisons further indicated substantial similarities and differences between countries with respect to (3) how parents expected children to deal with requests and prohibitions, as well as with their own needs, feelings, and impulses, (4) how children responded to goal-frustration and parental demands, and (5) which regulatory strategies parents used to support their offspring. These exploratory findings are discussed in the light of current models on cultural learning, parent-child interactions, and child self-regulation development.
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Affiliation(s)
- Cecil Mata
- Universidad de Chile-Pontificia Universidad Católica de Chile; Heidelberg University, Germany.
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Üztemur S, Di̇nç E. Academic procrastination using social media: A cross‐sectional study with middle school students on the buffering and moderator roles of self‐control and gender. PSYCHOLOGY IN THE SCHOOLS 2022. [DOI: 10.1002/pits.22818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Servet Üztemur
- Department of Turkish and Social Sciences Education, Nizip Faculty of Education Gaziantep University Gaziantep Turkey
| | - Erkan Di̇nç
- Department of Elementary Education, Faculty of Education Anadolu University Eskişehir Turkey
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11
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Liu J, Lee CM, An Y, Sun Q, Mei H, Shi S, Ivanova M, Rao H. Application of the Older Adult Self-Report and Older Adult Behavior Checklist to Chinese Older Adults: Syndrome Structure and Inter-Informant Agreement. J Gerontol Nurs 2022; 48:26-32. [PMID: 35914079 DOI: 10.3928/00989134-20220630-01] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Despite the rapid aging of the world's population, comprehensive assessment tools to meet the mental health needs of older adults are lacking. The aim of the current study was to assess the multidimensionality of Chinese versions of U.S.-derived instruments designed to evaluate a broad spectrum of emotional, behavioral, social, and thought problems in older adults. The Older Adult Self-Report (OASR) and Older Adult Behavior Checklist (OABCL) were completed by 686 and 639 older adults, respectively, aged 60 to 99 years, from a sample of 755 older adults. Confirmatory factor analyses (CFAs) on the 97 OASR/OABCL problem items found that the models showed good fit according to our primary and secondary fit indices. None of the seven syndromes showed informant effects, whereas four showed small sex effects, and three showed small age effects. Overall, findings demonstrate the applicability of the seven syndrome OASR/OABCL model to Chinese older adults and support the use of these instruments to assess older adult mental health in Chinese clinical and research settings. These standardized tools can help health care professionals more comprehensively assess cognitive, behavioral, and mental health problems among Chinese-speaking older adult populations. [Journal of Gerontological Nursing, 48(8), 26-32.].
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Pechorro P, Curtis S, DeLisi M, Maroco J, Nunes C. Dark Triad Psychopathy Outperforms Self-Control in Predicting Antisocial Outcomes: A Structural Equation Modeling Approach. Eur J Investig Health Psychol Educ 2022; 12:549-562. [PMID: 35735462 PMCID: PMC9222205 DOI: 10.3390/ejihpe12060041] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/20/2022] [Accepted: 05/23/2022] [Indexed: 11/16/2022] Open
Abstract
Dark Triad traits and self-control are considered viable causal precursors to antisocial and criminal outcomes in youth. The purpose of the present study is to concurrently compare how Dark Triad traits and self-control differ in terms of predicting self-reported juvenile delinquency, CD symptoms, proactive overt aggression, and crime seriousness. The sample consisted of 567 (M = 15.91 years, SD = 0.99 years, age range = 14–18 years) Southern European youth from Portugal. Structural-equation-modelling procedures revealed that the psychopathy factor of Dark Triad traits presented the strongest significant hypothetical causal associations with the antisocial/criminal outcomes, followed by self-control. Machiavellianism and narcissism presented the lowest causal associations. Our findings indicate that psychopathy, as operationalized in the Dark Triad, concurrently surpasses self-control and the remaining factors of the Dark Triad in terms of predicting antisocial/criminal outcomes in youth. This suggests that behavioral disinhibition, or a core incapacity to regulate one’s conduct, is central for understanding delinquency and externalizing psychopathology. Comparatively, the interpersonal component of dark personality features, such as Machiavellianism and narcissism, are secondary for understanding crime.
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Affiliation(s)
- Pedro Pechorro
- Faculdade de Psicologia (The Center for Research in Neuropsychology and Cognitive and Behavioral Intervention (CINEICC), Psychological Assessment and Psychometrics Laboratory), University of Coimbra, 3000-115 Coimbra, Portugal;
- Psychology Research Centre (CIP), Universidade do Algarve, 8005-139 Faro, Portugal
| | - Shelby Curtis
- Social Psychology Ph.D. Program, University of Nevada, Reno, NV 89557, USA;
| | - Matt DeLisi
- Department of Sociology, Iowa State University, Ames, IA 50011, USA;
| | - João Maroco
- William James Centre for Research, ISPA-Instituto Universitário, 1149-041 Lisbon, Portugal;
| | - Cristina Nunes
- Psychology Research Centre (CIP), Universidade do Algarve, 8005-139 Faro, Portugal
- Correspondence:
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Self-control, Mental Health Problems, and Family Functioning in Adolescence and Young Adulthood: Between-person Differences and Within-person Effects. J Youth Adolesc 2022; 51:1181-1195. [PMID: 35041145 PMCID: PMC9090846 DOI: 10.1007/s10964-021-01564-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 12/19/2021] [Indexed: 11/02/2022]
Abstract
Adolescents' self-control develops in the context of mental health and family functioning, but it is unclear how the interplay of self-control, mental health, and family functioning unfolds across time within individuals. Separating within-person from between-person effects, random-intercept cross-lagged panel models were applied to adolescents (from ages 11 to 26) from a Dutch cohort (n = 2228, 51% female). Adolescents with low self-control were likely to have mental health problems and poorly functioning families. Although within-person changes in the study variables were not meaningfully associated in a reciprocal manner, changes in self-control and mental health were concurrently associated. This suggests that besides stable connections between self-control, mental health, and family functioning in adolescence and young adulthood, changes in self-control and mental health are developmentally linked as well.
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14
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Attia AF, Sharaf A, El Sehiemy R. Multi-stage fuzzy based flexible controller for effective voltage stabilization in power systems. ISA TRANSACTIONS 2022; 120:190-204. [PMID: 33741135 DOI: 10.1016/j.isatra.2021.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 03/01/2021] [Accepted: 03/01/2021] [Indexed: 06/12/2023]
Affiliation(s)
- Abdel-Fattah Attia
- Electrical Engineering Department, Faculty of Engineering, Kafrelsheikh University, Kafrelsheikh, Egypt; Intelligent System Research Group (ISRG), Kafrelsheikh University, Kafrelsheikh, Egypt.
| | - Adel Sharaf
- Sharaf Energy Systems, Inc. Fredericton, NB, Canada; Intelligent System Research Group (ISRG), Kafrelsheikh University, Kafrelsheikh, Egypt
| | - Ragab El Sehiemy
- Electrical Engineering Department, Faculty of Engineering, Kafrelsheikh University, Kafrelsheikh, Egypt; Intelligent System Research Group (ISRG), Kafrelsheikh University, Kafrelsheikh, Egypt.
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15
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Intravia J, Vito AG, Rocheleau GC. Low Self-Control and Vaping: The Mediating Role of Health and Risk Perceptions. Subst Use Misuse 2022; 57:956-966. [PMID: 35341458 DOI: 10.1080/10826084.2022.2052102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Research has shown independent attention in the role of self-control and health/risk perceptions toward vaping in predicting vaping use among youth and young adults. Yet, there are good theoretical notions to believe that low self-control, perceptions toward vaping, and self-reported vaping are intertwined. OBJECTIVES To examine whether three different health/risk perceptions toward vaping mediate the effect of low self-control on vaping use among young adults. METHODS A survey was administered to 325 undergraduate students attending a large university in the Midwest (Mean age = 19.5; 60.4% female; 73.1% White). Single and multiple mediation modeling strategies were used to assess the mediation hypothesis. RESULTS Logistic regression results indicate that individuals with low self-control are more likely to vape (O.R. = 1.041, p < .05). Further, when health/risk perceptions are included in the models individually and simultaneously, it reduces the effect of low self-control on vaping between 15% and 37.5%, and renders low self-control to become non-significant. CONCLUSIONS Findings suggest the impact that harm/risk perceptions toward vaping have in engaging in this behavior. Thus, preventative efforts should target potential sources, such as media and advertisements, that may shape young adults' perceptions toward vaping.
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Affiliation(s)
- Jonathan Intravia
- Department of Criminal Justice and Criminology, Ball State University, Muncie, IN, USA
| | - Anthony G Vito
- Department of Criminal Justice and Criminology, Ball State University, Muncie, IN, USA
| | - Gregory C Rocheleau
- Department of Criminal Justice and Criminology, Ball State University, Muncie, IN, USA
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16
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Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort. Transl Psychiatry 2021; 11:563. [PMID: 34741011 PMCID: PMC8571267 DOI: 10.1038/s41398-021-01661-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 09/22/2021] [Accepted: 10/01/2021] [Indexed: 11/27/2022] Open
Abstract
Noncognitive skills have been shown to associate with a range of health and socioeconomic outcomes. Many studies have relied on cross sectional data and have been unable to assess the longitudinal consistency of noncognitive skill measures. Using data from a UK birth cohort, we investigated a range of noncognitive skills: behavioural problems, social skills, communication, self-esteem, persistence, locus of control, empathy, impulsivity and personality. We assessed their consistency over a 17-year period throughout childhood and adolescence (age 6 months to 18 years), their genomic architecture, and their associations with socioeconomic outcomes. We found high longitudinal measurement consistency for behavioural and communication skills, but low consistency for other noncognitive skills, suggesting a high noise to signal ratio. We observed consistent non-zero heritability estimates and genetic correlations for only behavioural difficulties. Using aggregate measures of each skill over time, we found evidence of phenotypic correlations and heritability ([Formula: see text] = 0.1-0.2) for behaviour, communication, self-esteem and locus of control. Associations between noncognitive skills and educational outcomes were observed for skills measured in mid to late childhood but these were at most a third of the size of IQ-education associations. These results suggest that measures designed to capture noncognitive skills may be subject to considerable response heterogeneity or measurement error. Aggregate measures that leverage repeat responses from longitudinal data may offer researchers more reliable measures that better identify underlying noncognitive skills than cross sectional measures.
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Roettger M, Houle B. Assessing the relationship between parental imprisonment in childhood and risk of sexually transmitted infections: a cohort study of US adults in early adulthood. BMJ Open 2021; 11:e038445. [PMID: 33795290 PMCID: PMC8021740 DOI: 10.1136/bmjopen-2020-038445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 02/25/2021] [Accepted: 03/04/2021] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES One in six young adults in the USA experiences parental imprisonment in childhood. Prior studies have associated parental imprisonment with risk of sexually transmitted infection (STI); however, potential data and methodological issues may have limited the reliability and accuracy of prior findings. Examining cumulative and longitudinal risk, we address several methodological limitations of prior studies and also examine comparative risk by respondent sex and ethnicity. We assess these associations using a range of control variables. DESIGN A national cohort study from the National Longitudinal Study of Adolescent to Adult Health using (1) a cross-sectional sample of adults at ages 24-32 years and (2) a longitudinal sample between ages 18 and 32 years. Both analyses estimate ORs for STI associated with parental imprisonment and examine variation by parent/child gender and respondent ethnicity. SETTING In-home interviews in the USA at wave 1 (1994-1995), wave 3 (2001-2003) and wave 4 (2007-2009). PARTICIPANTS 15 684 respondents completing interviews at wave 1 (ages 12-18 years) and wave 4 (ages 26-32 years), including 8556 women, 3437 black and 2397 respondents reporting parental imprisonment. RESULTS Father-only imprisonment is associated with 1.22 higher odds (95% CI: 1.09 to 1.37) of lifetime STI and 1.19 higher odds (95% CI: 1.01 to 1.41) of STI in the past 12 months between ages 18 and 32 years, adjusting for familial, neighbourhood, individual and sexual risk factors. Maternal imprisonment is not associated with higher risk of lifetime STI after adjusting for confounders (95% CI: 0.90 to 1.61). Examining predicted probabilities of STI, our findings show additive risks for women, black people and parental imprisonment. CONCLUSION Adjusting for confounders, only paternal imprisonment is associated with slightly elevated risk of annual and lifetime risk of STI. Additive effects show that parental imprisonment modestly increases ethnic and female risk for STI.
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Affiliation(s)
- Michael Roettger
- School of Demography, Australian National University College of Arts and Social Sciences, Acton, Australian Capital Territory, Australia
| | - Brian Houle
- School of Demography, Australian National University College of Arts and Social Sciences, Acton, Australian Capital Territory, Australia
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), University of the Witwatersrand Faculty of Health Sciences, Johannesburg, Gauteng, South Africa
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18
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Takahashi Y, Zheng A, Yamagata S, Ando J. Genetic and environmental architecture of conscientiousness in adolescence. Sci Rep 2021; 11:3205. [PMID: 33547339 PMCID: PMC7864923 DOI: 10.1038/s41598-021-82781-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 01/25/2021] [Indexed: 12/02/2022] Open
Abstract
Using a genetically informative design (about 2000 twin pairs), we investigated the phenotypic and genetic and environmental architecture of a broad construct of conscientiousness (including conscientiousness per se, effortful control, self-control, and grit). These four different measures were substantially correlated; the coefficients ranged from 0.74 (0.72–0.76) to 0.79 (0.76–0.80). Univariate genetic analyses revealed that individual differences in conscientiousness measures were moderately attributable to additive genetic factors, to an extent ranging from 62 (58–65) to 64% (61–67%); we obtained no evidence that shared environmental influences were observed. Multivariate genetic analyses showed that for the four measures used to assess conscientiousness, genetic correlations were stronger than the corresponding non-shared environmental correlations, and that a latent common factor accounted for over 84% of the genetic variance. Our findings suggest that individual differences in the four measures of conscientiousness are not distinguishable at both the phenotypic and behavioural genetic levels, and that the overlap was substantially attributable to genetic factors.
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Affiliation(s)
- Yusuke Takahashi
- Graduate School of Education, Kyoto University, Yoshida Honmachi, Sakyo-ku, Kyoto, 6068501, Japan.
| | - Anqing Zheng
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, USA
| | - Shinji Yamagata
- Graduate School of Education and Human Development, Nagoya University, Nagoya, Japan
| | - Juko Ando
- Faculty of Letters, Keio University, Tokyo, Japan
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19
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Kevenaar ST, Zondervan-Zwijnenburg MAJ, Blok E, Schmengler H, Fakkel MT, de Zeeuw EL, van Bergen E, Onland-Moret NC, Peeters M, Hillegers MHJ, Boomsma DI, Oldehinkel AJ. Bayesian evidence synthesis in case of multi-cohort datasets: An illustration by multi-informant differences in self-control. Dev Cogn Neurosci 2020; 47:100904. [PMID: 33434882 PMCID: PMC7807202 DOI: 10.1016/j.dcn.2020.100904] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 12/16/2020] [Accepted: 12/17/2020] [Indexed: 12/14/2022] Open
Abstract
The trend toward large-scale collaborative studies gives rise to the challenge of combining data from different sources efficiently. Here, we demonstrate how Bayesian evidence synthesis can be used to quantify and compare support for competing hypotheses and to aggregate this support over studies. We applied this method to study the ordering of multi-informant scores on the ASEBA Self Control Scale (ASCS), employing a multi-cohort design with data from four Dutch cohorts. Self-control reports were collected from mothers, fathers, teachers and children themselves. The available set of reporters differed between cohorts, so in each cohort varying components of the overarching hypotheses were evaluated. We found consistent support for the partial hypothesis that parents reported more self-control problems than teachers. Furthermore, the aggregated results indicate most support for the combined hypothesis that children report most problem behaviors, followed by their mothers and fathers, and that teachers report the fewest problems. However, there was considerable inconsistency across cohorts regarding the rank order of children’s reports. This article illustrates Bayesian evidence synthesis as a method when some of the cohorts only have data to evaluate a partial hypothesis. With Bayesian evidence synthesis, these cohorts can still contribute to the aggregated results.
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Affiliation(s)
- Sofieke T Kevenaar
- Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Research Institute LEARN!, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
| | | | | | - Heiko Schmengler
- Utrecht University, Utrecht, the Netherlands; University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Eveline L de Zeeuw
- Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Research Institute LEARN!, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Elsje van Bergen
- Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Research Institute LEARN!, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - N Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | | | | | - Dorret I Boomsma
- Netherlands Twin Register, Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Albertine J Oldehinkel
- University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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20
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Fakkel M, Peeters M, Lugtig P, Zondervan-Zwijnenburg MAJ, Blok E, White T, van der Meulen M, Kevenaar ST, Willemsen G, Bartels M, Boomsma DI, Schmengler H, Branje S, Vollebergh WAM. Testing sampling bias in estimates of adolescent social competence and behavioral control. Dev Cogn Neurosci 2020; 46:100872. [PMID: 33142133 PMCID: PMC7642800 DOI: 10.1016/j.dcn.2020.100872] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 07/31/2020] [Accepted: 10/15/2020] [Indexed: 11/11/2022] Open
Abstract
In 5 of the 6 large Dutch developmental cohorts investigated here, lower SES adolescents are underrepresented and higher SES adolescents overrepresented. With former studies clearly revealing differences between SES strata in adolescent social competence and behavioral control, this misrepresentation may contribute to an overestimation of normative adolescent competence. Using a raking procedure, we used national census statistics to weigh the cohorts to be more representative of the Dutch population. Contrary to our expectations, in all cohorts, little to no differences between SES strata were found in the two outcomes. Accordingly, no differences between weighted and unweighted mean scores were observed across all cohorts. Furthermore, no clear change in correlations between social competence and behavioral control was found. These findings are most probably explained by the fact that measures of SES in the samples were quite limited, and the low SES participants in the cohorts could not be considered as representative of the low SES groups in the general population. Developmental outcomes associated with SES may be affected by a raking procedure in other cohorts that have a sufficient number and sufficient variation of low SES adolescents.
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Affiliation(s)
- M Fakkel
- Utrecht University, Utrecht, The Netherlands.
| | - M Peeters
- Utrecht University, Utrecht, The Netherlands
| | - P Lugtig
- Utrecht University, Utrecht, The Netherlands
| | | | - E Blok
- Erasmus Universiteit, Rotterdam, The Netherlands
| | - T White
- Erasmus Universiteit, Rotterdam, The Netherlands
| | | | - S T Kevenaar
- Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - G Willemsen
- Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - M Bartels
- Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - D I Boomsma
- Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - H Schmengler
- Erasmus Universiteit, Rotterdam, The Netherlands; University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - S Branje
- Utrecht University, Utrecht, The Netherlands
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21
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Zondervan-Zwijnenburg MAJ, Richards JS, Kevenaar ST, Becht AI, Hoijtink HJA, Oldehinkel AJ, Branje S, Meeus W, Boomsma DI. Robust longitudinal multi-cohort results: The development of self-control during adolescence. Dev Cogn Neurosci 2020; 45:100817. [PMID: 32799116 PMCID: PMC7451800 DOI: 10.1016/j.dcn.2020.100817] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 05/04/2020] [Accepted: 07/02/2020] [Indexed: 12/15/2022] Open
Abstract
Longitudinal data from multiple cohorts may be analyzed by Bayesian research synthesis. Here, we illustrate this approach by investigating the development of self-control between age 13 and 19 and the role of sex therein in a multi-cohort, longitudinal design. Three Dutch cohorts supplied data: the Netherlands Twin Register (NTR; N = 21,079), Research on Adolescent Development and Relationships-Young (RADAR-Y; N = 497), and Tracking Adolescents' Individual Lives Survey (TRAILS; N = 2229). Self-control was assessed by one measure in NTR and RADAR-Y, and three measures in TRAILS. In each cohort, we evaluated evidence for competing informative hypotheses regarding the development of self-control. Subsequently, we aggregated this evidence over cohorts and measures to arrive at a robust conclusion that was supported by all cohorts and measures. We found robust evidence for the hypothesis that on average self-control increases during adolescence (i.e., maturation) and that individuals with lower initial self-control often experience a steeper increase in self-control (i.e., a pattern of recovery). From self-report, boys have higher initial self-control levels at age 13 than girls, whereas parents report higher self-control for girls.
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Affiliation(s)
| | - J S Richards
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - S T Kevenaar
- Netherlands Twin Register, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - A I Becht
- Department of Youth & Family, Utrecht University, Utrecht, the Netherlands; Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - H J A Hoijtink
- Department of Methodology & Statistics, Utrecht University, Utrecht, the Netherlands
| | - A J Oldehinkel
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - S Branje
- Department of Youth & Family, Utrecht University, Utrecht, the Netherlands
| | - W Meeus
- Department of Youth & Family, Utrecht University, Utrecht, the Netherlands
| | - D I Boomsma
- Netherlands Twin Register, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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22
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Willems YE, de Zeeuw EL, van Beijsterveldt CEM, Boomsma DI, Bartels M, Finkenauer C. Out of Control: Examining the Association Between Family Conflict and Self-Control in Adolescence in a Genetically Sensitive Design. J Am Acad Child Adolesc Psychiatry 2020; 59:254-262. [PMID: 30877048 DOI: 10.1016/j.jaac.2019.02.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 02/08/2019] [Accepted: 03/05/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Family conflict is associated with low self-control in adolescence. Thus far research about the direction of this association is inconclusive. In this study, we sort out whether this association reflects a causal effect or whether it is explained by a common underlying cause, including genetic factors. METHOD In twin data, we fitted a series of causal models, and compared models for the association of family conflict and self-control including reciprocal causation, unidirectional causation from family conflict to low self-control, unidirectional causation from low self-control to family conflict, and common genetic susceptibility. We included data from a large sample of twins aged 14 years (N = 9,173), all enrolled in the Netherlands Twin Register. RESULTS The results suggested a unidirectional pathway model in which family conflict leads to low self-control in adolescence, with genetic factors also playing a role in explaining the association. CONCLUSION Adolescents experiencing family conflict are at risk for showing hampered self-control capacities, with family conflict being a robust predictor of low self-control through common genetic factors but also through direct causal influences.
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Affiliation(s)
- Yayouk E Willems
- Vrije Universiteit Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands; Universiteit Utrecht, The Netherlands.
| | - Eveline L de Zeeuw
- Vrije Universiteit Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands
| | - Catharina E M van Beijsterveldt
- Vrije Universiteit Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands
| | - Dorret I Boomsma
- Vrije Universiteit Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands; Neuroscience Campus Amsterdam, The Netherlands
| | - Meike Bartels
- Vrije Universiteit Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands; Neuroscience Campus Amsterdam, The Netherlands
| | - Catrin Finkenauer
- Vrije Universiteit Amsterdam, The Netherlands; Universiteit Utrecht, The Netherlands
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23
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Willems YE, Laceulle OM, Bartels M, Finkenauer C. Investigating the association between family connectedness and self-control in adolescence in a genetically sensitive design. Eur Child Adolesc Psychiatry 2020; 29:1683-1692. [PMID: 32025959 PMCID: PMC7641933 DOI: 10.1007/s00787-020-01485-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 01/27/2020] [Indexed: 11/26/2022]
Abstract
Family connectedness is key for the development of self-control in early and middle childhood. But is family connectedness still important during the transitional phase of adolescence, when adolescents demand more independence from their parents and rely more on their peers? The aim of the present study was to investigate the association between family connectedness and self-control, and whether it still holds in adolescence using a genetically sensitive design. Data were used from a large sample of twins aged 14 (N = 11,260) and aged 16 (N = 8175), all enrolled in the Netherlands Twin Register. We applied bivariate twin models and monozygotic twin difference models to investigate the association between family connectedness and self-control and to unravel to what extent genetic and environmental factors explain this association. The results showed that more family connectedness is significantly related to better self-control in adolescence, albeit with a small effect size. Twin analyses revealed that this association was mainly explained by common genetic factors and that the effects of environmental factors were small. The current findings confirm the role of family connectedness in adolescent self-control. Importantly, however, the results demonstrate that phenomena we see within families seem the product of parent and children sharing the same genes rather than being exclusively attributable to environmental processes.
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Affiliation(s)
- Yayouk E Willems
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Boechorststraat 7-9, 1081 BT, Amsterdam, The Netherlands.
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
- Department of Interdisciplinary Social Science, Universiteit Utrecht, Utrecht, The Netherlands.
| | - Odilia M Laceulle
- Department of Developmental Psychology, Universiteit Utrecht, Utrecht, The Netherlands
| | - Meike Bartels
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Boechorststraat 7-9, 1081 BT, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Neuroscience Campus Amsterdam, Amsterdam, The Netherlands
| | - Catrin Finkenauer
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Boechorststraat 7-9, 1081 BT, Amsterdam, The Netherlands
- Department of Interdisciplinary Social Science, Universiteit Utrecht, Utrecht, The Netherlands
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24
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Li JB, Willems YE, Stok FM, Deković M, Bartels M, Finkenauer C. Parenting and Self-Control Across Early to Late Adolescence: A Three-Level Meta-Analysis. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2019; 14:967-1005. [PMID: 31491364 DOI: 10.1177/1745691619863046] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Self-control plays a significant role in positive youth development. Although numerous self-control challenges occur during adolescence, some adolescents control themselves better than others. Parenting is considered a critical factor that distinguishes adolescents with good self-control from those with poor self-control, but existing findings are inconsistent. This meta-analysis summarizes the overall relationship between parenting and self-control among adolescents aged 10 to 22 years. The analysis includes 191 articles reporting 1,540 effect sizes (N = 164,459). The results show that parenting is associated with adolescents' self-control both concurrently (r = .204, p < .001) and longitudinally (r = .157, p < .001). Longitudinal studies also reveal that adolescents' self-control influences subsequent parenting (r = .155, p < .001). Moderator analyses show that the effect sizes are largely invariant across cultures, ethnicities, age of adolescents, and parent and youth gender. Our results point to the importance of parenting in individual differences in adolescent self-control and vice versa.
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Affiliation(s)
- Jian-Bin Li
- Department of Early Childhood Education, The Education University of Hong Kong.,Centre for Child and Family Science, The Education University of Hong Kong
| | - Yayouk E Willems
- Department of Biological Psychology, Vrije Universiteit Amsterdam.,Amsterdam Public Health Institute, Amsterdam, the Netherlands.,Department of Interdisciplinary Social Sciences, Utrecht University
| | - F Marijn Stok
- Department of Interdisciplinary Social Sciences, Utrecht University
| | - Maja Deković
- Department of Clinical Child and Family Studies, Utrecht University
| | - Meike Bartels
- Department of Biological Psychology, Vrije Universiteit Amsterdam.,Amsterdam Public Health Institute, Amsterdam, the Netherlands.,Amsterdam Neuroscience, Amsterdam, the Netherlands
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The heritability of self-control: A meta-analysis. Neurosci Biobehav Rev 2019; 100:324-334. [DOI: 10.1016/j.neubiorev.2019.02.012] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 02/12/2019] [Accepted: 02/16/2019] [Indexed: 12/25/2022]
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Li JB, T. Vazsonyi A, Dou K. Is individualism-collectivism associated with self-control? Evidence from Chinese and U.S. samples. PLoS One 2018; 13:e0208541. [PMID: 30566491 PMCID: PMC6300360 DOI: 10.1371/journal.pone.0208541] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 11/18/2018] [Indexed: 11/29/2022] Open
Abstract
Self-control plays an important role in human’s daily life. In the recent two decades, scholars have exerted tremendous effort to examine the etiologies of the individual differences in self-control. Among numerous predictors of self-control, the role of culture has been relatively overlooked. In this study, the influences of cultural orientation on self-control were examined based on the collectivism-individualism framework using both self-report and behavioral task to assess self-control. A convenience sample of 542 Chinese and 446 U.S. undergraduates participated in the research. They were invited to fill out self-report questionnaires reporting their levels of attitudinal self-control and individualistic-collectivistic orientation after completing a computer-based Stroop task. Results of hierarchical regression models showed that Chinese participants reported less attitudinal self-control but had higher behavioral self-control than their U.S. counterparts. Moreover, individual-level individualism and collectivism was negatively and positively related to attitudinal self-control in both countries, respectively. Individual-level collectivism was significantly related to better behavioral self-control, but no significant results were found for the relationship between individual-level individualism and behavioral self-control. In sum, individualism and collectivism have some influences on individual differences in self-control. Implications for future research were discussed.
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Affiliation(s)
- Jian-Bin Li
- Department of Early Childhood Education, The Education University of Hong Kong, Hong Kong
| | - Alexander T. Vazsonyi
- Department of Family Sciences, University of Kentucky, Lexington, KY, United States of America
| | - Kai Dou
- Department of Psychology and Research Center of Adolescent Psychology and Behavior, School of Education, Guangzhou University, Guangzhou, P.R. China
- * E-mail:
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Willems YE, Li JB, Hendriks AM, Bartels M, Finkenauer C. The Relationship between Family Violence and Self-Control in Adolescence: A Multi-Level Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:E2468. [PMID: 30400653 PMCID: PMC6265739 DOI: 10.3390/ijerph15112468] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 10/20/2018] [Accepted: 10/22/2018] [Indexed: 11/28/2022]
Abstract
Theoretical studies propose an association between family violence and low self-control in adolescence; however, empirical findings of this association are inconclusive. The aim of the present research was to systematically summarize available findings on the relation between family violence and self-control across adolescence. We included 28 studies with 143 effect sizes, representing more than 25,000 participants of eight countries from early to late adolescence. Applying a three-level meta-analysis, taking dependency between effect sizes into account while retaining statistical power, we examined the magnitude and direction of the overall effect size. Additionally, we investigated whether theoretical moderators (e.g., age, gender, country), and methodological moderators (e.g., time lag between family violence and self-control, informant) influenced the magnitude of the association between family violence and self-control. Our results revealed that family violence and self-control have a small to moderate significant negative association (r = -0.191). This association did not vary across gender, country, and informants. The strength of the association, however, decreased with age and in longitudinal studies. This finding provides evidence that researchers and clinicians may expect low self-control in the wake of family violence, especially in early adolescence. Recommendations for future research in the area are discussed.
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Affiliation(s)
- Yayouk E Willems
- Department of Biological Psychology, Vrije Universiteit Amsterdam, van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands.
- Department of Interdisciplinary Social Science, Universiteit Utrecht, Heidelberglaan 1, 3508 TC Utrecht, The Netherlands.
| | - Jian-Bin Li
- Department of Early Childhood Education, The Education University of Hong Kong, 10, Lo Ping Road, Tai Po, New Territories, Hong Kong, China.
- Center for Child and Family Science, The Education University of Hong Kong, 10, Lo Ping Road, Tai Po, New Territories, Hong Kong, China.
| | - Anne M Hendriks
- Department of Biological Psychology, Vrije Universiteit Amsterdam, van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands.
| | - Meike Bartels
- Department of Biological Psychology, Vrije Universiteit Amsterdam, van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands.
- Neuroscience Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands.
| | - Catrin Finkenauer
- Department of Biological Psychology, Vrije Universiteit Amsterdam, van der Boechorststraat 1, 1081 BT Amsterdam, The Netherlands.
- Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands.
- Department of Interdisciplinary Social Science, Universiteit Utrecht, Heidelberglaan 1, 3508 TC Utrecht, The Netherlands.
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