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Runze J, Witte AM, van IJzendoorn MH, Bakermans-Kranenburg MJ. Heritability of children's Secure Base Script Knowledge in middle childhood: a twin study with the Attachment Script Assessment. J Child Psychol Psychiatry 2024. [PMID: 39689935 DOI: 10.1111/jcpp.14089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/16/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND Are individual differences in attachment security inborn or shaped by the social environment? In infancy and early childhood, the evidence points to a substantial role of the environment, but a large twin study in early adolescence showed considerable heritability. Here we examined the twin heritability of attachment in middle childhood. We hypothesized that in middle childhood some heritability would emerge. Furthermore, we expected a role for cognitive and language abilities in explaining variance in attachment in middle childhood, partly related to the measurement of attachment, and we therefore examined associations with IQ. METHODS This pre-registered study included 415 same-sex twin pairs (52% girls, 58% monozygotic) between 8 and 11 years old (M = 9.59, SD = 0.79). Participants were recruited from an experimental cohort-sequential study including two age-overlapping longitudinal cohorts. Secure Base Script Knowledge was assessed with the Middle Childhood Attachment Script Assessment . Zygosity of the twins was determined using DNA samples. In the younger cohort, cognitive development was assessed with the Dutch version of the Wechsler Preschool and Primary Scale of Intelligence . In the older cohort, the Dutch version of the Wechsler Intelligence Scale for Children was used . RESULTS Significant additive heritability (38%) was found in the absence of a common environment component. This result diverges from findings in infancy and early childhood and aligns with the results in early adolescence. CONCLUSIONS The gene-environment correlation hypothesis suggesting that older children more actively shape their experiences in social contexts may offer a plausible explanation for the heritability of attachment in middle childhood. In middle childhood this mechanism might tip the balance toward a larger role for additive genetics. Larger longitudinal twin studies are needed to replicate the heritability of attachment after preschool age.
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Affiliation(s)
- Jana Runze
- Research Institute for Child Development and Education, University of Amsterdam, Amsterdam, The Netherlands
| | - Annemieke M Witte
- Clinical Child & Family Studies, VU Amsterdam, Amsterdam, The Netherlands
| | - Marinus H van IJzendoorn
- Department of Psychiatry, Monash University, Melbourne, Victoria, Australia
- Research Department of Clinical, Education and Health Psychology, Faculty of Brain Sciences, UCL, London, UK
| | - Marian J Bakermans-Kranenburg
- University Institute of Psychological, Social and Life Sciences, Lisbon, Portugal
- Facultad de Psicología y Humanidades, Universidad San Sebastián, Valdivia, Chile
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2
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van Rijn LH, van de Groep S, Achterberg M, Wierenga L, Braams BR, Gazzola V, Güroğlu B, Keysers C, Nauta-Jansen L, van Duijvenvoorde A, Krabbendam L, Crone EA. Delay discounting in adolescence depends on whom you wait for: Evidence from a functional neuroimaging study. Dev Cogn Neurosci 2024; 70:101463. [PMID: 39500135 PMCID: PMC11570222 DOI: 10.1016/j.dcn.2024.101463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 09/11/2024] [Accepted: 10/14/2024] [Indexed: 11/21/2024] Open
Abstract
With age, adolescents increasingly demonstrate the ability to forgo immediate, smaller rewards in favor of larger delayed rewards, indicating reduced delay discounting. Adolescence is also a time of social reorientation, where decisions not only involve weighing immediate against future outcomes, but also consequences for self versus those for others. In this functional Magnetic Resonance Imaging study, we examined the neural correlates of immediate and delayed reward choices where the delayed outcomes could benefit self, friends, or unknown others. A total of 196 adolescent twins aged 14-17 completed a social delay discounting task, with fMRI data acquired from 174 participants. Out of these, 156 adolescents had valid fMRI data, and 138 adolescents had observations in every condition. Adolescents more often chose the immediate reward when it was larger, and when the delay was longer. Area-under-the-curve (AUC) comparisons revealed that behavior differed across delay-beneficiaries, with AUC being highest for the self, followed by friends, and lowest for unknown others. This suggests that adolescents are more willing to wait for rewards for self. Neuroimaging analyses showed increased activity in the midline areas medial prefrontal cortex (MPFC) and precuneus, as well as bilateral temporal parietal junction (TPJ) when considering delayed reward for unknown others and friends compared to self. A whole-brain interaction with choice showed that the bilateral insula and right dorsolateral prefrontal cortex (DLPFC) were more active for delayed choices for unknown others and for immediate choices for friends and self. This underscores that the neuro-cognitive processing of how delays reduce the value of rewards depends on closeness of the beneficiary.
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Affiliation(s)
- Lotte H van Rijn
- Department of Psychology, Education and Family Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Leiden University, Institute of Psychology, Developmental and Educational Psychology Department, Leiden, the Netherlands.
| | - Suzanne van de Groep
- Department of Psychology, Education and Family Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
| | - Michelle Achterberg
- Department of Psychology, Education and Family Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
| | - Lara Wierenga
- Leiden University, Institute of Psychology, Developmental and Educational Psychology Department, Leiden, the Netherlands
| | - Barbara R Braams
- Department of Clinical, Neuro, and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Valeria Gazzola
- Social Brain Lab, Netherlands Institute for Neuroscience (KNAW), the Netherlands; University of Amsterdam, Amsterdam, the Netherlands
| | - Berna Güroğlu
- Leiden University, Institute of Psychology, Developmental and Educational Psychology Department, Leiden, the Netherlands
| | - Christian Keysers
- Social Brain Lab, Netherlands Institute for Neuroscience (KNAW), the Netherlands; University of Amsterdam, Amsterdam, the Netherlands
| | - Lucres Nauta-Jansen
- Department of Child and Adolescent Psychiatry & Psychosocial Care, AmsterdamUMC, location Vrije Universiteit Amsterdam and Research Institute Amsterdam Public Health, Amsterdam, the Netherlands
| | - Anna van Duijvenvoorde
- Leiden University, Institute of Psychology, Developmental and Educational Psychology Department, Leiden, the Netherlands
| | - Lydia Krabbendam
- Department of Clinical, Neuro, and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands
| | - Eveline A Crone
- Department of Psychology, Education and Family Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Leiden University, Institute of Psychology, Developmental and Educational Psychology Department, Leiden, the Netherlands
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3
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Crone EA, van Drunen L. Development of Self-Concept in Childhood and Adolescence: How Neuroscience Can Inform Theory and Vice Versa. Hum Dev 2024; 68:255-271. [PMID: 39816529 PMCID: PMC11734892 DOI: 10.1159/000539844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 06/11/2024] [Indexed: 01/18/2025]
Abstract
How do we develop a stable and coherent self-concept in contemporary times? Susan Harter's original work, The Construction of Self (1999; 2012), argues that cognitive and social processes are building blocks for developing a coherent sense of self, resulting in self-concept clarity across various domains in life (e.g., [pro-]social, academic, and physical). Here, we show how this framework guides and can benefit from recent findings on (1) the prolonged and nonlinear structural brain development during childhood and adolescence, (2) insights from developmental neuroimaging studies using self-concept appraisal paradigms, (3) genetic and environmental influences on behavioral and neural correlates of self-concept development, and (4) youth's perspectives on self-concept development in the context of 21st century global challenges. We examine how neuroscience can inform theory by testing several compelling questions related to stability versus change of neural, behavioral, and self-report measures and we reflect on the meaning of variability and change/growth.
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Affiliation(s)
- Eveline A. Crone
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Department of Developmental and Educational Psychology, Leiden University, Leiden, The Netherlands
| | - Lina van Drunen
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Department of Developmental and Educational Psychology, Leiden University, Leiden, The Netherlands
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4
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da Silva Pinho A, Céspedes Izquierdo V, Lindström B, van den Bos W. Youths' sensitivity to social media feedback: A computational account. SCIENCE ADVANCES 2024; 10:eadp8775. [PMID: 39441931 PMCID: PMC11498218 DOI: 10.1126/sciadv.adp8775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 09/18/2024] [Indexed: 10/25/2024]
Abstract
While it is often argued that continuous exposure to social feedback is specifically challenging for the hypersensitive developing brain, empirical evidence is lacking. Across three studies, we reveal the developmental differences and computational mechanisms that underlie the social media engagement and feedback processing of adolescents and adults. First, using a reinforcement learning model on a large Instagram trace dataset (N = 16,613, 1.6+ million posts), we show that adolescents are more sensitive to social feedback than adults. Second, in an experimental study (N = 194), we show that adolescents' mood is affected more strongly by a reduction in likes than adults. Last, in a neuroimaging study (N = 96), we show that social media feedback sensitivity is related to individual differences in subcortical-limbic brain volumes of emerging adults. Together, these findings highlight the need for digital competence programs to help youth manage the constant feedback they encounter on social media platforms.
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Affiliation(s)
- Ana da Silva Pinho
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
| | | | - Björn Lindström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Wouter van den Bos
- Department of Psychology, University of Amsterdam, Amsterdam, Netherlands
- Center for Adaptive Rationality, Max Planck Institute for Human Development, Berlin, Germany
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5
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Dahl RE, Armstrong-Carter E, van den Bos W. Wanting to matter and learning to care: A neurodevelopmental window of opportunity for (Pro) social learning? Dev Cogn Neurosci 2024; 69:101430. [PMID: 39151254 PMCID: PMC11377138 DOI: 10.1016/j.dcn.2024.101430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 07/26/2024] [Accepted: 08/03/2024] [Indexed: 08/19/2024] Open
Abstract
Wanting to matter-to feel socially recognized, appreciated, and capable of actions that benefit others-represents a fundamental motivation in human development. The motivational salience of mattering appears to increase in adolescence. Evidence suggests this is related to pubertal increases in the incentive salience for gaining social value and personal agency. This can provide a useful heuristic for understanding motivational proclivities (i.e. wanting to matter) that influence action-outcome learning as young adolescents are exploring and learning how to navigate increasingly complex social and relational environments. Adolescence also brings new capacities, motives, and opportunities for learning to care about and contribute to the benefit of others. Together, these create a window of opportunity: a sensitive period for learning to gain salient feelings of mattering through caring prosocial actions and valued societal contributions. Successfully discovering ways of mattering by doing things that matter to others may contribute to formative socio-emotional learning about self/other. Advances in understanding these social and relational learning processes and their neurodevelopmental underpinnings can inform strategies to improve developmental trajectories of social competence and wellbeing among adolescents growing up in a rapidly changing and increasingly techno-centric world.
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Affiliation(s)
- Ronald E Dahl
- School of Public Health, Institute of Human Development, University of California, Berkeley, United States.
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6
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Davis MM, Modi HH, Skymba HV, Haigler K, Finnegan MK, Telzer EH, Rudolph KD. Neural Sensitivity to Peer Feedback and Depressive Symptoms: Moderation by Executive Function. Dev Psychobiol 2024; 66:e22515. [PMID: 38923470 DOI: 10.1002/dev.22515] [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: 04/06/2023] [Accepted: 05/23/2024] [Indexed: 06/28/2024]
Abstract
Theories of adolescent development suggest that elevated neural sensitivity to social evaluation confers tradeoffs for adolescents' wellbeing, promoting adaptation to changing social contexts but increasing risk for emotional distress and depression. This study investigated whether the association between neural processing of peer feedback and depressive symptoms depends on teacher-reported executive function (EF) ability in adolescent girls. Girls showed activation to negative and positive peer feedback in regions implicated in social-emotional processing that interacted with EF to predict depressive symptoms. Specifically, activation predicted more depression in youth with poorer EF but less depression in youth with better EF, suggesting that the impact of increased social sensitivity may depend on youths' ability to regulate this sensitivity in adaptive ways.
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Affiliation(s)
- Megan M Davis
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Haina H Modi
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Haley V Skymba
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Katherine Haigler
- Human Development and Family Studies, Pennsylvania State University, University Park, Texas, USA
| | - Megan K Finnegan
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Karen D Rudolph
- Department of Psychology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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7
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Toenders YJ, de Moor MHM, van der Cruijsen R, Green K, Achterberg M, Crone EA. Within-person biological mechanisms of mood variability in childhood and adolescence. Hum Brain Mapp 2024; 45:e26766. [PMID: 39046072 PMCID: PMC11267453 DOI: 10.1002/hbm.26766] [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: 12/11/2023] [Revised: 05/24/2024] [Accepted: 06/10/2024] [Indexed: 07/25/2024] Open
Abstract
Mood variability, the day-to-day fluctuation in mood, differs between individuals and develops during adolescence. Because adolescents show higher mood variability and average mood than children and adults, puberty might be a potential biological mechanism underlying this increase. The goal of this preregistered developmental study was to examine the neural and hormonal underpinnings of adolescent-specific within-person changes in mood variability, with a specific focus on testosterone, cortisol, pubertal status, and resting-state functional brain connectivity. Data from two longitudinal cohorts were used: the L-CID twin study (aged 7-13, N at the first timepoint = 258) and the accelerated Leiden Self-Concept study (SC; aged 11-21, N at the first timepoint = 138). In both studies resting-state functional magnetic resonance imaging (rs-fMRI) data was collected, as well as daily mood. Additionally, in the SC study self-reported puberty testosterone and cortisol were collected. Random intercept cross-lagged panel models (RI-CLPM) were used to study the within-person relations between these biological measures and mood variability and average mood. Mood variability and average mood peaked in adolescence and testosterone levels and self-reported puberty also showed an increase. Connectivity between prefrontal cortex (dlPFC and vmPFC) and subcortical regions (caudate, amygdala) decreased across development. Moreover, higher testosterone predicted average negative mood at the next time point, but not vice versa. Further, stronger vmPFC-amygdala functional connectivity predicted decreases in mood variability. Here, we show that brain connectivity during development is an important within-person biological mechanism of the development of mood in adolescents. PRACTITIONER POINTS: Mood variability peaks in adolescence. Within-person changes in testosterone predict within-person changes in mood. Within-person changes in vmPFC-amygdala connectivity predict within-person changes in mood variability.
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Affiliation(s)
- Yara J. Toenders
- Developmental and Educational PsychologyLeiden UniversityLeidenThe Netherlands
- Leiden Institute for Brain and CognitionLeiden UniversityLeidenThe Netherlands
- Erasmus School of Social and Behavioral SciencesErasmus University RotterdamRotterdamThe Netherlands
| | - Marleen H. M. de Moor
- Department of Psychology, Education and Child StudiesErasmus University RotterdamRotterdamThe Netherlands
| | | | - Kayla Green
- Erasmus School of Social and Behavioral SciencesErasmus University RotterdamRotterdamThe Netherlands
| | - Michelle Achterberg
- Department of Psychology, Education and Child StudiesErasmus University RotterdamRotterdamThe Netherlands
| | - Eveline A. Crone
- Developmental and Educational PsychologyLeiden UniversityLeidenThe Netherlands
- Leiden Institute for Brain and CognitionLeiden UniversityLeidenThe Netherlands
- Erasmus School of Social and Behavioral SciencesErasmus University RotterdamRotterdamThe Netherlands
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8
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van Drunen L, Dobbelaar S, Crone EA, Wierenga LM. Genetic and environmental influences on structural brain development from childhood to adolescence: A longitudinal twin study on cortical thickness, surface area, and subcortical volume. Dev Cogn Neurosci 2024; 68:101407. [PMID: 38870602 PMCID: PMC11225697 DOI: 10.1016/j.dcn.2024.101407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 06/10/2024] [Accepted: 06/10/2024] [Indexed: 06/15/2024] Open
Abstract
The human brain undergoes structural development from childhood to adolescence, with specific regions in the sensorimotor, social, and affective networks continuing to grow into adulthood. While genetic and environmental factors contribute to individual differences in these brain trajectories, the extent remains understudied. Our longitudinal study, utilizing up to three biennial MRI scans (n=485), aimed to assess the genetic and environmental effects on brain structure (age 7) and development (ages 7-14) in these regions. Heritability estimates varied across brain regions, with all regions showing genetic influence (ranging from 18 % to 59 %) with additional shared environmental factors affecting the primary motor cortex (30 %), somatosensory cortex (35 %), DLPFC (5 %), TPJ (17 %), STS (17 %), precuneus (10 %), hippocampus (22 %), amygdala (5 %), and nucleus accumbens (10 %). Surface area was more genetically driven (38 %) than cortical thickness (14 %). Longitudinal brain changes were primarily driven by genetics (ranging from 1 % to 29 %), though shared environment factors (additionally) influenced the somatosensory cortex (11 %), DLPFC (7 %), cerebellum (28 %), TPJ (16 %), STS (20 %), and hippocampus (17 %). These findings highlight the importance of further investigating brain-behavior associations and the influence of enriched and deprived environments from childhood to adolescence. Ultimately, our study can provide insights for interventions aimed at supporting children's development.
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Affiliation(s)
- L van Drunen
- Leiden Consortium of Individual Development (L-CID), the Netherlands; Erasmus University Rotterdam, Social and Behavioral Sciences, the Netherlands; Leiden Institute for Brain and Cognition (LIBC), the Netherlands; Institute of Psychology, Leiden University, the Netherlands.
| | - S Dobbelaar
- Leiden Consortium of Individual Development (L-CID), the Netherlands; Erasmus University Rotterdam, Social and Behavioral Sciences, the Netherlands; Leiden Institute for Brain and Cognition (LIBC), the Netherlands; Institute of Psychology, Leiden University, the Netherlands
| | - E A Crone
- Leiden Consortium of Individual Development (L-CID), the Netherlands; Erasmus University Rotterdam, Social and Behavioral Sciences, the Netherlands; Leiden Institute for Brain and Cognition (LIBC), the Netherlands
| | - L M Wierenga
- Leiden Consortium of Individual Development (L-CID), the Netherlands; Leiden Institute for Brain and Cognition (LIBC), the Netherlands; Institute of Psychology, Leiden University, the Netherlands
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9
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Jiang X, Zhang K. Family Environmental Risk and Perceived Stress in Adolescent Depressive Symptoms: A Network Analysis. Child Psychiatry Hum Dev 2024:10.1007/s10578-024-01719-w. [PMID: 38782807 DOI: 10.1007/s10578-024-01719-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 05/25/2024]
Abstract
This study, grounded in the Process-Person-Context-Time framework, investigates the complex interplay of family environmental factors and their influence on adolescent depressive symptoms, focusing on the role of 'perceived stress'. Using network analysis, we examined data from 735 junior high students (52.1% female adolescents) from three provinces in China (Jiangsu, Shandong, and Henan), with an average age of 13.81 ± 0.92 years, ranging from 12 to 16 years, exploring the relationships between depressive symptoms, perceived stress, and seven family risk factors. The analysis identified three distinct communities. The incorporation of perceived stress led to its integration into a community that included depressive symptoms, parental restrictive monitoring, and family economic strain. Perceived stress emerged as the strongest predictor of depressive symptoms, surpassing parental restrictive monitoring. Furthermore, it overtook depressive symptoms as the node with the strongest bridging connection within its community. These findings underscore the importance of interventions targeting both family conditions and the internal processing of these stressors by adolescents, especially in challenging family environments, to mitigate the risk of depression and promote resilience.
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Affiliation(s)
- Xiaoliu Jiang
- Department of Social Psychology, School of Sociology, Nankai University, No. 38 Tongyan Road, Haihe Education Park, Tianjin, China
| | - Kuo Zhang
- Department of Social Psychology, School of Sociology, Nankai University, No. 38 Tongyan Road, Haihe Education Park, Tianjin, China.
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10
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Pelletier-Baldelli A, Sheridan MA, Rudolph MD, Eisenlohr-Moul T, Martin S, Srabani EM, Giletta M, Hastings PD, Nock MK, Slavich GM, Rudolph KD, Prinstein MJ, Miller AB. Brain network connectivity during peer evaluation in adolescent females: Associations with age, pubertal hormones, timing, and status. Dev Cogn Neurosci 2024; 66:101357. [PMID: 38359577 PMCID: PMC10878848 DOI: 10.1016/j.dcn.2024.101357] [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: 06/13/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/17/2024] Open
Abstract
Despite copious data linking brain function with changes to social behavior and mental health, little is known about how puberty relates to brain functioning. We investigated the specificity of brain network connectivity associations with pubertal indices and age to inform neurodevelopmental models of adolescence. We examined how brain network connectivity during a peer evaluation fMRI task related to pubertal hormones (dehydroepiandrosterone and testosterone), pubertal timing and status, and age. Participants were 99 adolescents assigned female at birth aged 9-15 (M = 12.38, SD = 1.81) enriched for the presence of internalizing symptoms. Multivariate analysis revealed that within Salience, between Frontoparietal - Reward and Cinguloopercular - Reward network connectivity were associated with all measures of pubertal development and age. Specifically, Salience connectivity linked with age, pubertal hormones, and status, but not timing. In contrast, Frontoparietal - Reward connectivity was only associated with hormones. Finally, Cinguloopercular - Reward connectivity related to age and pubertal status, but not hormones or timing. These results provide evidence that the salience processing underlying peer evaluation is jointly influenced by various indices of puberty and age, while coordination between cognitive control and reward circuitry is related to pubertal hormones, pubertal status, and age in unique ways.
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Affiliation(s)
- Andrea Pelletier-Baldelli
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Margaret A Sheridan
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Marc D Rudolph
- Sticht Center on Aging, Wake Forest School of Medicine, Wake Forest, NC, USA
| | - Tory Eisenlohr-Moul
- Department of Psychiatry, University of Illinois Chicago College of Medicine, Chicago, IL, USA
| | - Sophia Martin
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Ellora M Srabani
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Matteo Giletta
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
| | - Paul D Hastings
- Department of Psychology, University of California Davis, Davis, CA, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, MA, USA
| | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Karen D Rudolph
- Department of Psychology, University of Illinois Urbana-Champaign, Champaign, IL, USA
| | - Mitchell J Prinstein
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Adam Bryant Miller
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; RTI International, Research Triangle Park, NC, USA
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11
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Meier JK, Schwabe L. Consistently increased dorsolateral prefrontal cortex activity during the exposure to acute stressors. Cereb Cortex 2024; 34:bhae159. [PMID: 38642105 PMCID: PMC11031141 DOI: 10.1093/cercor/bhae159] [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: 12/01/2023] [Revised: 03/15/2024] [Accepted: 03/17/2024] [Indexed: 04/22/2024] Open
Abstract
Stress has a major impact on our mental health. Nonetheless, it is still not fully understood how the human brain responds to ongoing stressful events. Here, we aimed to determine the cortical dynamics during the exposure to ecologically valid, standardized stressors. To this end, we conducted 3 experiments in which healthy participants underwent the Trier Social Stress Test (experiments 1 and 2) and the Socially Evaluated Cold Pressor Test (experiment 3) or a respective control manipulation, while we measured their cortical activity using functional near-infrared spectroscopy. Increases in salivary cortisol and subjective stress levels confirmed the successful stress induction in all experiments. Results of experiment 1 showed significantly increased cortical activity, in particular in the dorsolateral prefrontal cortex, during the exposure to the Trier Social Stress Test. Experiment 2 replicated this finding and showed further that this stress-related increase in dorsolateral prefrontal cortex activity was transient and limited to the period of the Trier Social Stress Test. Experiment 3 demonstrated the increased dorsolateral prefrontal cortex activity during the Socially Evaluated Cold Pressor Test, suggesting that this increase is generalizable and not specific to the Trier Social Stress Test. Together, these data show consistently that dorsolateral prefrontal cortex activity is not reduced, as commonly assumed, but increased under stress, which may promote coping with the ongoing stressor.
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Affiliation(s)
| | - Lars Schwabe
- Department of Cognitive Psychology, Universität Hamburg, Von-Melle-Park 5, 20146 Hamburg, Germany
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12
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Mulder JD, Dobbelaar S, Achterberg M. Behavioral and neural responses to social rejection: Individual differences in developmental trajectories across childhood and adolescence. Dev Cogn Neurosci 2024; 66:101365. [PMID: 38493526 PMCID: PMC10958064 DOI: 10.1016/j.dcn.2024.101365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 02/09/2024] [Accepted: 03/10/2024] [Indexed: 03/19/2024] Open
Abstract
Dealing with social rejection is challenging, especially during childhood when behavioral and neural responses to social rejection are still developing. In the current longitudinal study, we used a Bayesian multilevel growth curve model to describe individual differences in the development of behavioral and neural responses to social rejection in a large sample (n > 500). We found a peak in aggression following negative feedback (compared to neutral feedback) during late childhood, as well as individual differences during this developmental phase, possibly suggesting a sensitive window for dealing with social rejection across late childhood. Moreover, we found evidence for individual differences in the linear development of neural responses to social rejection in our three brain regions of interest: The anterior insula, the medial prefrontal cortex, and the dorsolateral prefrontal cortex. In addition to providing insights in the individual trajectories of dealing with social rejection during childhood, this study also makes a meaningful methodological contribution: Our statistical analysis strategy (and can be found in this study's online supplementary materials at https://jeroendmulder.github.io/social-emotion-regulation/) can be used as an example on how to take into account the many complexities of developmental neuroimaging datasets, while still enabling researchers to answer interesting questions about individual-level relationships.
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Affiliation(s)
- Jeroen D Mulder
- Department of Methodology and Statistics, Faculty of Social and Behavioral Sciences, Utrecht University, the Netherlands
| | - Simone Dobbelaar
- Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Leiden Consortium Individual Development, Faculty of Social and Behavioral Sciences, Leiden University, the Netherlands
| | - Michelle Achterberg
- Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Leiden Consortium Individual Development, Faculty of Social and Behavioral Sciences, Leiden University, the Netherlands.
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13
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van der Meulen M, Dobbelaar S, van Drunen L, Heunis S, van IJzendoorn MH, Blankenstein NE, Crone EA. Transitioning from childhood into adolescence: A comprehensive longitudinal behavioral and neuroimaging study on prosocial behavior and social inclusion. Neuroimage 2023; 284:120445. [PMID: 37939890 DOI: 10.1016/j.neuroimage.2023.120445] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 10/19/2023] [Accepted: 11/04/2023] [Indexed: 11/10/2023] Open
Abstract
Acting prosocially and feeling socially included are important factors for developing social relations. However, little is known about the development of neural trajectories of prosocial behavior and social inclusion in the transition from middle childhood to early adolescence. In this pre-registered study, we investigated the development of prosocial behavior, social inclusion, and their neural mechanisms in a three-wave longitudinal design (ages 7-13 years; NT1 = 512; NT2 = 456; NT3 = 336). We used the Prosocial Cyberball Game, a ball tossing game in which one player is excluded, to measure prosocial compensating behavior. Prosocial compensating behavior showed a linear developmental increase, similar to parent-reported prosocial behavior, whereas parent-reported empathy showed a quadratic trajectory with highest levels in late childhood. On a neural level we found a peak in ventral striatum activity during prosocial compensating behavior. Neural activity during social inclusion showed quadratic age effects in anterior cingulate cortex, insula, striatum, and precuneus, and a linear increase in temporo-parietal junction. Finally, changes in prosocial compensating behavior were negatively associated with changes in ventral striatum and mPFC activity during social inclusion, indicating an important co-occurrence between development in brain and social behavior. Together these findings shed a light on the mechanisms underlying social development from childhood into adolescence.
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Affiliation(s)
- Mara van der Meulen
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
| | - Simone Dobbelaar
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands; Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands.
| | - Lina van Drunen
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands; Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
| | - Stephan Heunis
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands; Institute of Neuroscience and Medicine, Brain & Behaviour (INM-7), Research Center Jülich, Jülich, Germany
| | - Marinus H van IJzendoorn
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Department of Psychiatry, Monash University, Melbourne, Australia; Research Department of Clinical, Education and Health Psychology, UCL, University of London, United Kingdom
| | - Neeltje E Blankenstein
- Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands
| | - Eveline A Crone
- Leiden Consortium on Individual Development, Leiden University, the Netherlands; Institute of Psychology, Leiden University, the Netherlands; Leiden Institute for Brain and Cognition, Leiden University, the Netherlands; Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, the Netherlands
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14
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van Drunen L, Toenders YJ, Wierenga LM, Crone EA. Effects of COVID-19 pandemic on structural brain development in early adolescence. Sci Rep 2023; 13:5600. [PMID: 37019914 PMCID: PMC10075168 DOI: 10.1038/s41598-023-32754-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 04/01/2023] [Indexed: 04/07/2023] Open
Abstract
The COVID-19 pandemic caused a global health crisis with large behavioral effects and serious stress and social consequences. Particularly, teenagers suffered pandemic-related social restrictions including school closures. This study examined whether and how structural brain development was influenced by the COVID-19 pandemic and whether pandemic length was associated with accumulating or resilience effects of brain development. We investigated structural changes in social brain regions (medial prefrontal cortex: mPFC; temporoparietal junction: TPJ) as well as the stress-related hippocampus and amygdala, using a longitudinal design of 2 MRI waves. We selected two age-matched subgroups (9-13 years old), one was tested before (n = 114) and the other during (peri-pandemic group, n = 204) the COVID-19 pandemic. Results indicated that teenagers in the peri-pandemic group showed accelerated development in the mPFC and hippocampus compared to the before-pandemic group. Furthermore, TPJ growth showed immediate effects followed by possibly subsequent recovery effects that returned to a typical developmental pattern. No effects were observed for the amygdala. The findings of this region-of-interest study suggest that experiencing the COVID-19 pandemic measures had accelerating effects on hippocampus and mPFC development but the TPJ showed resilience to negative effects. Follow-up MRI assessments are needed to test acceleration and recovery effects over longer periods.
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Affiliation(s)
- L van Drunen
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands.
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands.
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands.
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands.
- Brain and Development Research Center, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands.
| | - Y J Toenders
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands.
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands.
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands.
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands.
- Brain and Development Research Center, Leiden University, Wassenaarseweg 52, 2333 AK, Leiden, The Netherlands.
| | - L M Wierenga
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands
| | - E A Crone
- Leiden Consortium of Individual Development (L-CID), 2333 AK, Leiden, The Netherlands
- Social and Behavioral Sciences, Erasmus University Rotterdam, 3062 PA, Rotterdam, The Netherlands
- Leiden Institute for Brain and Cognition (LIBC), 2333 AK, Leiden, The Netherlands
- Institute of Psychology, Leiden University, 2333 AK, Leiden, The Netherlands
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15
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Sijtsma H, Lee NC, Braams BR, Hollarek M, Walsh RJ, van Buuren M, Krabbendam L. The development of adolescent trust behavior. J Exp Child Psychol 2023; 231:105653. [PMID: 36848696 DOI: 10.1016/j.jecp.2023.105653] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 02/03/2023] [Accepted: 02/04/2023] [Indexed: 02/27/2023]
Abstract
Interpersonal trust shows developmental changes during adolescence. The current study used a longitudinal design to examine the development of trust behavior, the presence of gender differences in these developmental trajectories, and the association between individual differences in these developmental trajectories and perspective-taking abilities. The participants played a trust game with a hypothetical trustworthy partner and a trust game with a hypothetical untrustworthy partner in 3 consecutive years (Mage = 12.55 years, Mage = 13.54 years, and Mage = 14.54 years). Concerning the development of trust behavior, the results showed an age-related increase in initial trust behavior and indicated increasingly adaptive trust behavior with age during untrustworthy interactions, whereas no evidence was found for age-related changes in the adaptation of trust during trustworthy interactions. Gender differences were found for the development of initial trust behavior (with boys showing a stronger increase with age than girls), whereas no support was found for the presence of gender differences in the developmental trajectories of adaptive trust behavior during trustworthy and untrustworthy interactions. Furthermore, no evidence was found for perspective-taking abilities to explain individual differences in the development of initial trust behavior or in the development of adaptive trust behavior during trustworthy and untrustworthy interactions. The results provide evidence that, during adolescence initial trust behavior increased with age, more for boys than for girls, and that both boys and girls showed a stronger adaptive response to the untrustworthy partner but not to the trustworthy partner.
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Affiliation(s)
- H Sijtsma
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - N C Lee
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - B R Braams
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - M Hollarek
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - R J Walsh
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - M van Buuren
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - L Krabbendam
- Section of Clinical Developmental Psychology (Faculty of Behavioral and Movement Sciences), Research Institute LEARN!, Institute for Brain and Behavior, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
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16
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Davis MM, Modi HH, Skymba HV, Finnegan MK, Haigler K, Telzer EH, Rudolph KD. Thumbs up or thumbs down: neural processing of social feedback and links to social motivation in adolescent girls. Soc Cogn Affect Neurosci 2023; 18:nsac055. [PMID: 36318468 PMCID: PMC10036875 DOI: 10.1093/scan/nsac055] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 06/13/2022] [Accepted: 10/31/2022] [Indexed: 11/05/2022] Open
Abstract
Adolescence is a period of rapid biological and psychological development, characterized by increasing emotional reactivity and risk-taking, especially in peer contexts. Theories of adolescent neural development suggest that the balance in sensitivity across neural threat, reward and regulatory systems contributes to these changes. Building on previous research, this study used a novel social feedback task to explore activation and functional connectivity in the context of social threat and reward in a sample of mid-adolescent girls (n = 86, Mage = 16.32). When receiving negative peer feedback, adolescents showed elevated activation in, and amygdala connectivity with, social processing regions [e.g. medial prefrontal cortex (mPFC) and temporoparietal junction (TPJ)]. When receiving positive feedback, adolescents showed elevated activation in social and reward (e.g. mPFC and ventromedial prefrontal cortex) processing regions and less striatum-cerebellum connectivity. To understand the psychological implications of neural activation and co-activation, we examined associations between neural processing of threat and reward and self-reported social goals. Avoidance goals predicted elevated amygdala and striatum connectivity with social processing regions [e.g. medial temporal gyrus (MTG)], whereas approach goals predicted deactivation in social processing regions (e.g. MTG/TPJ and precuneus), highlighting the importance of considering individual differences in sensitivity to social threat and reward in adolescence.
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Affiliation(s)
- Megan M Davis
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Haina H Modi
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA
| | - Haley V Skymba
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA
| | - Megan K Finnegan
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA
| | - Katherine Haigler
- Human Development and Family Studies, Pennsylvania State University, State College, PA 16802, USA
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Karen D Rudolph
- Department of Psychology, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA
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17
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Pelletier-Baldelli A, Sheridan MA, Glier S, Rodriguez-Thompson A, Gates KM, Martin S, Dichter GS, Patel KK, Bonar AS, Giletta M, Hastings PD, Nock MK, Slavich GM, Rudolph KD, Prinstein MJ, Miller AB. Social goals in girls transitioning to adolescence: associations with psychopathology and brain network connectivity. Soc Cogn Affect Neurosci 2023; 18:nsac058. [PMID: 36287067 PMCID: PMC9949572 DOI: 10.1093/scan/nsac058] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 10/11/2022] [Accepted: 10/25/2022] [Indexed: 11/13/2022] Open
Abstract
The motivation to socially connect with peers increases during adolescence in parallel with changes in neurodevelopment. These changes in social motivation create opportunities for experiences that can impact risk for psychopathology, but the specific motivational presentations that confer greater psychopathology risk are not fully understood. To address this issue, we used a latent profile analysis to identify the multidimensional presentations of self-reported social goals in a sample of 220 girls (9-15 years old, M = 11.81, SD = 1.81) that was enriched for internalizing symptoms, and tested the association between social goal profiles and psychopathology. Associations between social goals and brain network connectivity were also examined in a subsample of 138 youth. Preregistered analyses revealed four unique profiles of social goal presentations in these girls. Greater psychopathology was associated with heightened social goals such that higher clinical symptoms were related to a greater desire to attain social competence, avoid negative feedback and gain positive feedback from peers. The profiles endorsing these excessive social goals were characterized by denser connections among social-affective and cognitive control brain regions. These findings thus provide preliminary support for adolescent-onset changes in motivating factors supporting social engagement that may contribute to risk for psychopathology in vulnerable girls.
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Affiliation(s)
- Andrea Pelletier-Baldelli
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Margaret A Sheridan
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Sarah Glier
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Anais Rodriguez-Thompson
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kathleen M Gates
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Sophia Martin
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Gabriel S Dichter
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kinjal K Patel
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Adrienne S Bonar
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Matteo Giletta
- Department of Developmental, Personality and Social Psychology, Ghent University, Ghent, Belgium
| | - Paul D Hastings
- Department of Psychology, University of California Davis, Davis, CA 95616, USA
| | - Matthew K Nock
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA
| | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Karen D Rudolph
- Department of Psychology, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA
| | - Mitchell J Prinstein
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Adam Bryant Miller
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- RTI International, Research Triangle Park, NC 27709, USA
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18
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Improving parenting, child attachment, and externalizing behaviors: Meta-analysis of the first 25 randomized controlled trials on the effects of Video-feedback Intervention to promote Positive Parenting and Sensitive Discipline. Dev Psychopathol 2023; 35:241-256. [PMID: 35034668 DOI: 10.1017/s0954579421001462] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Improving parenting, child attachment, and externalizing behaviors: Meta-analysis of the first 25 randomized controlled trials on the effects of Video-feedback Intervention to promote Positive Parenting and Sensitive Discipline (VIPP-SD). VIPP-SD combines support of parental sensitive responsiveness with coaching parents in sensitive limit setting. Here, we present meta-analyses of 25 RCTs conducted with more than 2,000 parents and caregivers. Parents or children had various risks. We examined its effectiveness in promoting parental cognitions and behavior regarding sensitive parenting and limit setting, in promoting secure child-parent attachment, and reducing externalizing child behavior. Web of Science, MEDLINE, PubMed, and recent reviews were searched for relevant trials (until May 10, 2021). Multilevel meta-analysis with META, METAFOR, and DMETAR in R took account of the 3-level structure of the datasets (studies, participants, measures). The meta-analyses showed substantial combined effect sizes for parenting behavior (r = .18) and attitudes (r = .16), and for child attachment security (r = .23), but not for child externalizing behavior (r = .07). In the subset of studies examining effects on both parenting and attachment, the association between effect sizes for parenting and for attachment amounted to r = .48. We consider the way in which VIPP-SD uses video-feedback an active intervention component. Whether VIPP-SD indeed stimulates secure attachment through enhanced positive parenting remains an outstanding question for further experimental study and individual participant data meta-analysis.
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19
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Achterberg M, Becht A, van der Cruijsen R, van de Groep IH, Spaans JP, Klapwijk E, Crone EA. Longitudinal associations between social media use, mental well-being and structural brain development across adolescence. Dev Cogn Neurosci 2022; 54:101088. [PMID: 35220022 PMCID: PMC8881643 DOI: 10.1016/j.dcn.2022.101088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 02/08/2022] [Accepted: 02/17/2022] [Indexed: 11/22/2022] Open
Abstract
Youth of today grow up in a digital social world but the effects on well-being and brain development remain debated. This study tracked longitudinal associations between structural brain development, social media use and mental well-being. The study demonstrated two pathways of heterogeneity in brain development. First, adolescents who used social media more than their peers showed higher baseline cortical thickness in lateral prefrontal cortex (PFC) and medial PFC; and stronger decreases in the lateral PFC and temporal parietal junction. In contrast, adolescents with lower mental well-being showed lower baseline levels of surface area in the medial PFC and posterior superior temporal sulcus relative to their peers. Whereas the associations between structural brain development and well-being remained significant after correction for multiple testing, the results for social media use did not survive FDR correction. These findings demonstrate that although social media use and mental well-being were both associated with differential trajectories of brain development, the associations we report are distinct. These results show a nuanced perspective on the presumed relations between social media use and well-being and provide a starting point to further examine neural mechanisms that could explain which adolescents thrive by social media and which might be harmed.
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Affiliation(s)
- Michelle Achterberg
- Erasmus University Rotterdam, The Netherlands; Leiden University, The Netherlands.
| | - Andrik Becht
- Erasmus University Rotterdam, The Netherlands; Utrecht University, The Netherlands
| | | | - Ilse H van de Groep
- Erasmus University Rotterdam, The Netherlands; Amsterdam University Medical Center, The Netherlands
| | | | | | - Eveline A Crone
- Erasmus University Rotterdam, The Netherlands; Leiden University, The Netherlands
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20
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Neural substrates of rewarding and punishing self representations in depressed suicide-attempting adolescents. J Psychiatr Res 2022; 148:204-213. [PMID: 35131589 DOI: 10.1016/j.jpsychires.2022.01.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 10/06/2021] [Accepted: 01/13/2022] [Indexed: 11/23/2022]
Abstract
Adolescence is a period of plasticity in neural substrates underpinning self-processing. Such substrates are worth studying in depressed youth at risks for suicide because altered neurobiology of self-processing might partially explain differences between suicide attempting youth versus youth who contemplate but do not attempt suicide. Understanding altered substrates of self-processing among depressed adolescents with suicide attempts is critical for developing targeted prevention and treatment. Healthy youth (N = 40), youth with depression and low (N = 33) or high suicide ideation (N = 28), and youth with depression and past suicide attempt (N = 28) heard positive or negative self-descriptors during fMRI and evaluated them from their own, their mother's, classmates', and best friend's perspectives. Lower bilateral caudate activity during positive self-processing distinguished suicide attempting adolescents from all other youth. Higher bilateral caudate activity during negatively valenced self-processing tended to distinguish youth with depression. Blunted reward circuitry during positive vs. negative self-related material tended to distinguish suicide attempting youth, reflecting potentially enhanced behavioral preparedness for punishing vs. rewarding self-relevant cues.
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21
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Zanolie K, Ma I, Bos MGN, Schreuders E, Vandenbroucke ARE, van Hoorn J, van Duijvenvoorde ACK, Wierenga L, Crone EA, Güroğlu B. Understanding the Dynamics of the Developing Adolescent Brain Through Team Science. Front Integr Neurosci 2022; 16:827097. [PMID: 35273482 PMCID: PMC8902218 DOI: 10.3389/fnint.2022.827097] [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: 12/01/2021] [Accepted: 01/31/2022] [Indexed: 11/13/2022] Open
Abstract
One of the major goals for research on adolescent development is to identify the optimal conditions for adolescents to grow up in a complex social world and to understand individual differences in these trajectories. Based on influential theoretical and empirical work in this field, achieving this goal requires a detailed understanding of the social context in which neural and behavioral development takes place, along with longitudinal measurements at multiple levels (e.g., genetic, hormonal, neural, behavioral). In this perspectives article, we highlight the promising role of team science in achieving this goal. To illustrate our point, we describe meso (peer relations) and micro (social learning) approaches to understand social development in adolescence as crucial aspects of adolescent mental health. Finally, we provide an overview of how our team has extended our collaborations beyond scientific partners to multiple societal partners for the purpose of informing and including policymakers, education and health professionals, as well as adolescents themselves when conducting and communicating research.
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Affiliation(s)
- Kiki Zanolie
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Ili Ma
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Marieke G. N. Bos
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Elisabeth Schreuders
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Annelinde R. E. Vandenbroucke
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Jorien van Hoorn
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Anna C. K. van Duijvenvoorde
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Lara Wierenga
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
| | - Eveline A. Crone
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Berna Güroğlu
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, Netherlands
- Leiden Institute for Brain and Cognition (LIBC), Leiden University, Leiden, Netherlands
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22
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van Drunen L, Dobbelaar S, van der Cruijsen R, van der Meulen M, Achterberg M, Wierenga LM, Crone EA. The nature of the self: Neural analyses and heritability estimates of self-evaluations in middle childhood. Hum Brain Mapp 2021; 42:5609-5625. [PMID: 34477265 PMCID: PMC8559501 DOI: 10.1002/hbm.25641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 08/10/2021] [Accepted: 08/15/2021] [Indexed: 01/03/2023] Open
Abstract
How neural correlates of self-concept are influenced by environmental versus genetic factors is currently not fully understood. We investigated heritability estimates of behavioral and neural correlates of self-concept in middle childhood since this phase is an important time window for taking on new social roles in academic and social contexts. To do so, a validated self-concept fMRI task was applied in a twin sample of 345 participants aged between 7 and 9 years. In the self-concept condition, participants were asked to indicate whether academic and social traits applied to them whereas the control condition required trait categorization. The self-processing activation analyses (n = 234) revealed stronger medial prefrontal cortex (mPFC) activation for self than for control conditions. This effect was more pronounced for social-self than academic self-traits, whereas stronger dorsolateral prefrontal cortex (DLPFC) activation was observed for academic versus social self-evaluations. Behavioral genetic modeling (166 complete twin pairs) revealed that 25-52% of the variation in academic self-evaluations was explained by genetic factors, whereas 16-49% of the variation in social self-evaluations was explained by shared environmental factors. Neural genetic modeling (91 complete twin pairs) for variation in mPFC and anterior prefrontal cortex (PFC) activation for academic self-evaluations confirmed genetic and unique environmental influences, whereas anterior PFC activation for social self-evaluations was additionally influenced by shared environmental influences. This indicates that environmental context possibly has a larger impact on the behavioral and neural correlates of social self-concept at a young age. This is the first study demonstrating in a young twin sample that self-concept depends on both genetic and environmental factors, depending on the specific domain.
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Affiliation(s)
- Lina van Drunen
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,School of Social and Behavioral Sciences, Developmental Neuroscience in Society, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Social and Behavioral Sciences, Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Simone Dobbelaar
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,School of Social and Behavioral Sciences, Developmental Neuroscience in Society, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Social and Behavioral Sciences, Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Renske van der Cruijsen
- School of Social and Behavioral Sciences, Developmental Neuroscience in Society, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Mara van der Meulen
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,Social and Behavioral Sciences, Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Michelle Achterberg
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,School of Social and Behavioral Sciences, Developmental Neuroscience in Society, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Lara M Wierenga
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,Social and Behavioral Sciences, Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
| | - Eveline A Crone
- Leiden Consortium of Individual Development (L-CID), Leiden, The Netherlands.,School of Social and Behavioral Sciences, Developmental Neuroscience in Society, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Leiden Institute for Brain and Cognition (LIBC), Leiden, The Netherlands
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Euser S, Vrijhof CI, Van den Bulk BG, Vermeulen R, Bakermans-Kranenburg MJ, van IJzendoorn MH. Video-feedback promotes sensitive limit-setting in parents of twin preschoolers: a randomized controlled trial. BMC Psychol 2021; 9:46. [PMID: 33741044 PMCID: PMC7976670 DOI: 10.1186/s40359-021-00548-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 03/08/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Primary aim of the current randomized controlled trial was to test the effectiveness of the parenting intervention 'Video-feedback to promote Positive Parenting and Sensitive Discipline' (VIPP-SD) in a sample of parents of preschool-aged twins, as well as differential susceptibility to intervention efforts, that is, whether more temperamentally reactive parents would profit more from the VIPP-SD than parents with lower reactivity. METHODS The sample consisted of 202 families with same-sex twins [N = 404 children, mean age 45 months (SD = 6.81)]. Randomization was done at the family level in a 2:3 ratio, with 83 families (41%) randomized to the VIPP-SD group, and 119 families (59%) to the control group. After two pre-tests in year 1 and year 2 of the study, the VIPP-SD was implemented in the third year, with a post-test assessment 1 month after the five intervention sessions. Parental sensitivity was observed during structured play in which parent and child copied a drawing together in a computerized Etch-A-Sketch paradigm. Parental limit-setting was observed in a 'don't touch' task in which the parent required from the child to abstain from playing with attractive toys. Parents interacted with each of their twins in separate sessions. RESULTS The VIPP-SD intervention had a positive impact on the level of parents' positive limit-setting in interaction with their preschool twins, and this positive effect was most pronounced when the parents completed at least five intervention sessions. However, the intervention did not enhance parental sensitivity during structured play. Parents with higher reactivity were not more open to the impact of the intervention, thus for this temperamental marker differential susceptibility in adults was not supported. CONCLUSIONS The current study is unique in targeting families with twin preschoolers, providing proof of principle that coaching parents with video-feedback promotes parental sensitive limit-setting to both children. It remains to be seen whether this finding can be replicated in families with non-twin siblings, or other parental susceptibility markers. Trial registration Trial NL5172 (NTR5312), 2015-07-20.
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Achterberg M, Dobbelaar S, Boer OD, Crone EA. Perceived stress as mediator for longitudinal effects of the COVID-19 lockdown on wellbeing of parents and children. Sci Rep 2021; 11:2971. [PMID: 33536464 DOI: 10.31234/osf.io/pj3sg] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 01/11/2021] [Indexed: 05/28/2023] Open
Abstract
Dealing with a COVID-19 lockdown may have negative effects on children, but at the same time might facilitate parent-child bonding. Perceived stress may influence the direction of these effects. Using a longitudinal twin design, we investigated how perceived stress influenced lockdown induced changes in wellbeing of parents and children. A total of 106 parents and 151 children (10-13-year-olds) filled in questionnaires during lockdown and data were combined with data of previous years. We report a significant increase in parental negative feelings (anxiety, depression, hostility and interpersonal sensitivity). Longitudinal child measures showed a gradual decrease in internalizing and externalizing behavior, which seemed decelerated by the COVID-19 lockdown. Changes in parental negative feelings and children's externalizing behavior were mediated by perceived stress: higher scores prior to the lockdown were related to more stress during the lockdown, which in turn was associated with an increase in parental negative feelings and children's' externalizing behavior. Perceived stress in parents and children was associated with negative coping strategies. Additionally, children's stress levels were influenced by prior and current parental overreactivity. These results suggest that children in families with negative coping strategies and (a history of) parental overreactivity might be at risk for negative consequences of the lockdown.
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Affiliation(s)
- Michelle Achterberg
- Department of Psychology, Education and Child studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands.
- Faculty of Behavioral and Social Sciences, Leiden Consortium Individual Development, Leiden University, Leiden, The Netherlands.
| | - Simone Dobbelaar
- Department of Psychology, Education and Child studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Faculty of Behavioral and Social Sciences, Leiden Consortium Individual Development, Leiden University, Leiden, The Netherlands
- Developmental and Educational Psychology, Faculty of Behavioral and Social Sciences, Leiden University, Leiden, The Netherlands
| | - Olga D Boer
- Department of Psychology, Education and Child studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Faculty of Behavioral and Social Sciences, Leiden Consortium Individual Development, Leiden University, Leiden, The Netherlands
| | - Eveline A Crone
- Department of Psychology, Education and Child studies, Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Faculty of Behavioral and Social Sciences, Leiden Consortium Individual Development, Leiden University, Leiden, The Netherlands
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Perceived stress as mediator for longitudinal effects of the COVID-19 lockdown on wellbeing of parents and children. Sci Rep 2021; 11:2971. [PMID: 33536464 PMCID: PMC7859207 DOI: 10.1038/s41598-021-81720-8] [Citation(s) in RCA: 130] [Impact Index Per Article: 32.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 01/11/2021] [Indexed: 12/22/2022] Open
Abstract
Dealing with a COVID-19 lockdown may have negative effects on children, but at the same time might facilitate parent–child bonding. Perceived stress may influence the direction of these effects. Using a longitudinal twin design, we investigated how perceived stress influenced lockdown induced changes in wellbeing of parents and children. A total of 106 parents and 151 children (10–13-year-olds) filled in questionnaires during lockdown and data were combined with data of previous years. We report a significant increase in parental negative feelings (anxiety, depression, hostility and interpersonal sensitivity). Longitudinal child measures showed a gradual decrease in internalizing and externalizing behavior, which seemed decelerated by the COVID-19 lockdown. Changes in parental negative feelings and children’s externalizing behavior were mediated by perceived stress: higher scores prior to the lockdown were related to more stress during the lockdown, which in turn was associated with an increase in parental negative feelings and children’s’ externalizing behavior. Perceived stress in parents and children was associated with negative coping strategies. Additionally, children’s stress levels were influenced by prior and current parental overreactivity. These results suggest that children in families with negative coping strategies and (a history of) parental overreactivity might be at risk for negative consequences of the lockdown.
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Dobbelaar S, van Duijvenvoorde ACK, Achterberg M, van der Meulen M, Crone EA. A Bi-Dimensional Taxonomy of Social Responsivity in Middle Childhood: Prosociality and Reactive Aggression Predict Externalizing Behavior Over Time. Front Psychol 2021; 11:586633. [PMID: 33519603 PMCID: PMC7843792 DOI: 10.3389/fpsyg.2020.586633] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 12/21/2020] [Indexed: 11/13/2022] Open
Abstract
Developing social skills is essential to succeed in social relations. Two important social constructs in middle childhood, prosocial behavior and reactive aggression, are often regarded as separate behaviors with opposing developmental outcomes. However, there is increasing evidence for the co-occurrence of prosociality and aggression, as both might indicate responsivity to the social environment. Here, we tested whether a bi-dimensional taxonomy of prosociality and reactive aggression could predict internalizing and externalizing problems over time. We re-analyzed data of two well-validated experimental tasks for prosociality (the Prosocial Cyberball Game) and reactive aggression (the Social Network Aggression Task) in a developmental population sample (n = 496, 7-9 years old). Results revealed no associations between prosociality and reactive aggression, confirming the independence of those constructs. Interestingly, although prosociality and reactive aggression independently did not predict problem behavior, the interaction of both was negatively predictive of changes in externalizing problems over time. Specifically, only children who scored low on both prosociality and reactive aggression showed an increase in externalizing problems 1 year later, whereas levels of externalizing problems did not change for children who scored high on both types of behavior. Thus, our results suggest that at an individual level, reactive aggression in middle childhood might not always be maladaptive when combined with prosocial behavior, thereby confirming the importance of studying social competence across multiple dimensions.
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Affiliation(s)
- Simone Dobbelaar
- Leiden Consortium on Individual Development, Leiden University, Leiden, Netherlands.,Developmental and Educational Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands.,Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Anna C K van Duijvenvoorde
- Leiden Consortium on Individual Development, Leiden University, Leiden, Netherlands.,Developmental and Educational Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands
| | - Michelle Achterberg
- Leiden Consortium on Individual Development, Leiden University, Leiden, Netherlands.,Developmental and Educational Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands.,Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, Netherlands
| | - Mara van der Meulen
- Leiden Consortium on Individual Development, Leiden University, Leiden, Netherlands.,Developmental and Educational Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands
| | - Eveline A Crone
- Leiden Consortium on Individual Development, Leiden University, Leiden, Netherlands.,Developmental and Educational Psychology, Faculty of Social and Behavioural Sciences, Leiden University, Leiden, Netherlands.,Leiden Institute for Brain and Cognition, Leiden, Netherlands.,Department of Psychology, Education and Child Studies, Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, Rotterdam, Netherlands
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Chavez Arana C, de Pauw SS, van IJzendoorn MH, de Maat DA, Kok R, Prinzie P. No differential susceptibility or diathesis stress to parenting in early adolescence: Personality facets predicting behaviour problems. PERSONALITY AND INDIVIDUAL DIFFERENCES 2021. [DOI: 10.1016/j.paid.2020.110406] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Kemner C, van Duijvenvoorde A, Nelemans S, Peeters M, Sarabdjitsingh A, de Zeeuw E. Teaming up to understand individual development. Dev Cogn Neurosci 2021; 48:100910. [PMID: 33518478 PMCID: PMC8055707 DOI: 10.1016/j.dcn.2021.100910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Guo J, Fu M, Liu D, Zhang B, Wang X, van IJzendoorn MH. Is the psychological impact of exposure to COVID-19 stronger in adolescents with pre-pandemic maltreatment experiences? A survey of rural Chinese adolescents. CHILD ABUSE & NEGLECT 2020; 110:104667. [PMID: 32859393 PMCID: PMC7440157 DOI: 10.1016/j.chiabu.2020.104667] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/31/2020] [Accepted: 08/01/2020] [Indexed: 05/18/2023]
Abstract
BACKGROUND Since the COVID-19 outbreak at the end of 2019, it has evolved into a global pandemic with tremendous mental health impact besides the threats to people's physical health. OBJECTIVE The aims were to examine whether exposure to COVID-19 predicts elevated levels of anxiety and post-traumatic stress symptoms and whether pre-pandemic maltreatment experiences exacerbate this impact on mental health in adolescents. PARTICIPANTS AND SETTING The survey was conducted online from February 8 st to February 27th, 2020, and the questionnaires were distributed and retrieved through a web-based platform. This study includes a total of 6196 subjects, aged range from 11 to 18 years old. METHODS Several multivariable linear regressions were used to analyse the data. RESULTS The largest variance in PTSS and anxiety problems was explained by ACEs, with more pre-pandemic maltreatment experiences predicting more PTSS (effect size beta = 0.16∼0.27), and more anxiety (effect size beta = 0.32∼0.47). Experienced or subjective fear of exposure to COVID-19 predicted statistically significant variance in PTSS and anxiety, and standardized betas ranged from 0.04 to 0.09. Participants who had adverse childhood experiences and had experienced exposure to COVID-19 showed elevated PTSS. CONCLUSIONS After pre-pandemic maltreatment experiences the impact of exposure to COVID-19 on mental health may be stronger. Scars from the past seem to be vulnerabilities during societal upheaval. We therefore suggest that when exposed to COVID-19 rural adolescents should get prioritized professional family support and mental health counseling in particular when they have experienced family abuse and neglect in childhood, even though such support is more difficult to organize in rural areas.
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Affiliation(s)
- Jing Guo
- Department of Health Policy and Management, School of Public Health, Peking University, 100191, Beijing, China
| | - Mingqi Fu
- Center for Social Security Studies, Wuhan University, 430070, Wuhan, China
| | - Danxia Liu
- School of Sociology, Huazhong University of Science and Technology, 430074, Wuhan, China
| | - Bo Zhang
- Department of Neurology and ICCTR Biostatistics and Research Design Center, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Xiaohua Wang
- School of Social Development and Public Policy, Beijing Normal University, 100875, Beijing, China.
| | - Marinus H van IJzendoorn
- Erasmus School of Social and Behavioural Sciences, Erasmus University Rotterdam, 3000 DR, Rotterdam, the Netherlands; School of Psychology, Capital Normal University, 100048, Beijing, China; School of Clinical Medicine, University of Cambridge, CB2 0SR, Cambridge, UK
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