Temperamental Change in Adolescence and Its Predictive Role on Anxious Symptomatology
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
2.2.1. Anxiety Symptomatology
2.2.2. BIS Sensitivity
2.2.3. Attentional Control
2.3. Procedure
2.4. Statistical Analyses
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Van Beveren, M.-L.; Kuppens, S.; Hankin, B.; Braet, C. Because You Had a Bad Day: General and Daily Relations between Reactive Temperament, Emotion Regulation, and Depressive Symptoms in Youth. PLoS ONE 2019, 14, e0224126. [Google Scholar] [CrossRef] [Green Version]
- Rothbart, M.K. Temperament, Development, and Personality. Curr. Dir. Psychol. Sci. 2007, 16, 207–212. [Google Scholar] [CrossRef]
- Gomez, R.; Watson, S.; Gomez, A. Interrelationships of the Rothbart’s Temperament Model Constructs with Revised-Reinforcement Sensitivity Theory Constructs. Personal. Individ. Differ. 2016, 99, 118–121. [Google Scholar] [CrossRef]
- Nigg, J.T. Temperament and Developmental Psychopathology. J. Child Psychol. Psychiatry Allied Discip. 2006, 47, 395–422. [Google Scholar] [CrossRef]
- Montag, C.; Davis, K.L. Affective Neuroscience Theory and Personality: An Update. Personal. Neurosci. 2018, 1, E12. [Google Scholar] [CrossRef] [Green Version]
- Corr, P.J. Anxiety: Splitting the Phenomenological Atom. Personal. Individ. Differ. 2011, 50, 889–897. [Google Scholar] [CrossRef]
- Gray, J.A. The Psychology of Fear and Stress; Cambridge University Press: London, UK, 1987. [Google Scholar]
- Gray, J.A.; McNaughton, N. The Neuropsychology of Anxiety: An Enquiry into the Functions of the Septo-Hippocampal System; Oxford University Press: Oxford, UK, 2000. [Google Scholar]
- Cummings, C.M.; Caporino, N.E.; Kendall, P.C. Comorbidity of Anxiety and Depression in Children and Adolescents: 20 Years After. Psychol. Bull. 2014, 140, 816–845. [Google Scholar] [CrossRef]
- Katz, B.A.; Yovel, I. Reinforcement Sensitivity Predicts Affective Psychopathology via Emotion Regulation: Cross-Sectional, Longitudinal and Quasi-Experimental Evidence. J. Affect. Disord. 2022, 301, 117–129. [Google Scholar] [CrossRef]
- Heffer, T.; Lundale, C.; Wylie, B.E.; Willoughby, T. Investigating Sensitivity to Threat with the Behavioral Inhibition Scale (BIS) among Children, Adolescents and University Students: The Role of Negatively-Phrased Questions. Personal. Individ. Differ. 2021, 170, 110416. [Google Scholar] [CrossRef]
- Muris, P.; Meesters, C. Reactive and Regulative Temperament in Youths: Psychometric Evaluation of the Early Adolescent Temperament Questionnaire-Revised. J. Psychopathol. Behav. Assess. 2009, 31, 7–19. [Google Scholar] [CrossRef] [Green Version]
- Perkins, A.M.; Kemp, S.E.; Corr, P.J. Fear and Anxiety as Separable Emotions: An Investigation of the Revised Reinforcement Sensitivity Theory of Personality. Emotion 2007, 7, 252–261. [Google Scholar] [CrossRef] [Green Version]
- Eilam, D. Die Hard: A Blend of Freezing and Fleeing as a Dynamic Defense—Implications for the Control of Defensive Behavior. Neurosci. Biobehav. Rev. 2005, 29, 1181–1191. [Google Scholar] [CrossRef]
- Rothbart, M.K.; Sheese, B.E.; Posner, M.I. Executive Attention and Effortful Control: Linking Temperament, Brain Networks, and Genes. Child Dev. Perspect. 2007, 1, 2–7. [Google Scholar] [CrossRef]
- Mogg, K.; Bradley, B.P. Anxiety and Threat-Related Attention: Cognitive-Motivational Framework and Treatment. Trends Cogn. Sci. 2018, 22, 225–240. [Google Scholar] [CrossRef] [Green Version]
- Sportel, B.E.; Nauta, M.H.; de Hullu, E.; de Jong, P.J.; Hartman, C.A. Behavioral Inhibition and Attentional Control in Adolescents: Robust Relationships with Anxiety and Depression. J. Child Fam. Stud. 2011, 20, 149–156. [Google Scholar] [CrossRef] [Green Version]
- Shi, R.; Sharpe, L.; Abbott, M. A Meta-Analysis of the Relationship between Anxiety and Attentional Control. Clin. Psychol. Rev. 2019, 72, 101754. [Google Scholar] [CrossRef]
- de la Torre-Luque, A.; Fiol-Veny, A.; Balle, M.; Nelemans, S.A.; Bornas, X. Anxiety in Early Adolescence: Heterogeneous Developmental Trajectories, Associations with Risk Factors and Depressive Symptoms. Child Psychiatry Hum. Dev. 2019, 51, 527–541. [Google Scholar] [CrossRef]
- De Fruyt, F.; Karevold, E.B. Personality in Adolescence. In Handbook of Personality: Theory and Research; John, O.P., Robins, R.W., Eds.; The Guilford Press: London, UK, 2021; pp. 303–321. [Google Scholar]
- McCrae, R.R.; Costa, P.T.J.; Ostendorf, F.; Angleitner, A.; Hrebícková, M.; Avia, M.D.; Sanz, J.; Sánchez-Bernardos, M.L.; Kusdil, M.E.; Woodfield, R.; et al. Nature over Nurture: Temperament, Personality, and Life Span Development. J. Personal. Soc. Psychol. 2000, 78, 173–186. [Google Scholar] [CrossRef]
- Hill, P.L.; Edmonds, G.W. 3—Personality Development in Adolescence. In Personality Development across the Lifespan; Specht, J., Ed.; Academic Press: Cambridge, MA, USA, 2017; pp. 25–38. ISBN 978-0-12-804674-6. [Google Scholar]
- Shiner, R.L.; Caspi, A. Temperament and the Development of Personality Traits, Adaptations, and Narratives. In Handbook of Temperament; The Guilford Press: New York, NY, USA, 2012; pp. 497–516. ISBN 978-1-4625-0648-4/978-1-4625-0651-4. [Google Scholar]
- Laceulle, O.M.; Nederhof, E.; Karreman, A.; Ormel, J.; van Aken, M.A.G. Stressful Events and Temperament Change during Early and Middle Adolescence: The TRAILS Study. Eur. J. Personal. 2012, 26, 276–284. [Google Scholar] [CrossRef] [Green Version]
- Baardstu, S.; Coplan, R.J.; Laceulle, O.M. Longitudinal Pathways From Shyness in Early Childhood to Personality in Adolescence: Do Peers Matter? J. Res. Adolesc. 2019, 30, 362–379. [Google Scholar] [CrossRef]
- Urošević, S.; Collins, P.; Muetzel, R.; Lim, K.; Luciana, M. Longitudinal Changes in Behavioral Approach System Sensitivity and Brain Structures Involved in Reward Processing during Adolescence. Dev. Psychol. 2012, 48, 1488–1500. [Google Scholar] [CrossRef] [Green Version]
- Pagliaccio, D.; Luking, K.R.; Anokhin, A.P.; Gotlib, I.H.; Hayden, E.P.; Olino, T.M.; Peng, C.-Z.; Hajcak, G.; Barch, D.M. Revising the BIS/BAS Scale to Study Development: Measurement Invariance and Normative Effects of Age and Sex from Childhood through Adulthood. Psychol. Assess. 2016, 28, 429–442. [Google Scholar] [CrossRef]
- Christiansen, D.M. Examining Sex and Gender Differences in Anxiety Disorders. In A Fresh Look at Anxiety Disorders; IntechOpen: London, UK, 2015. [Google Scholar] [CrossRef] [Green Version]
- Vijayakumar, N.; Whittle, S.; Dennison, M.; Yücel, M.; Simmons, J.; Allen, N.B. Development of Temperamental Effortful Control Mediates the Relationship between Maturation of the Prefrontal Cortex and Psychopathology during Adolescence: A 4-Year Longitudinal Study. Dev. Cogn. Neurosci. 2014, 9, 30–43. [Google Scholar] [CrossRef] [Green Version]
- Atherton, O.E.; Lawson, K.M.; Robins, R.W. The Development of Effortful Control from Late Childhood to Young Adulthood. J. Personal. Soc. Psychol. 2020, 119, 417–456. [Google Scholar] [CrossRef] [Green Version]
- de la Torre-Luque, A.; Fiol-Veny, A.; Balle, M.; Bornas, X. Heartbeat Scaling in Early Adolescents: Its Association with Anxiety Symptoms and Sensitivity to Punishment. Int. J. Clin. Health Psychol. 2015, 16, 287–294. [Google Scholar] [CrossRef] [Green Version]
- Muris, P.; de Jong, P.; Engelen, S. Relationships between neuroticism, attentional control, and anxiety disorders symptoms in non-clinical children. Pers. Individ. Differ. 2004, 37, 789–797. [Google Scholar] [CrossRef]
- Miers, A.C.; Blöte, A.W.; De Rooij, M.; Bokhorst, C.L.; Westenberg, P.M. Trajectories of Social Anxiety during Adolescence and Relations with Cognition, Social Competence, and Temperament. J. Abnorm. Child Psychol. 2013, 41, 97–110. [Google Scholar] [CrossRef] [Green Version]
- Sportel, B.E.; Nauta, M.H.; de Hullu, E.; de Jong, P.J. Predicting Internalizing Symptoms over a Two Year Period by BIS, FFFS and Attentional Control. Personal. Individ. Differ. 2013, 54, 236–240. [Google Scholar] [CrossRef]
- Laceulle, O.M.; Ormel, J.; Vollebergh, W.A.M.; Van Aken, M.A.G.; Nederhof, E. A Test of the Vulnerability Model: Temperament and Temperament Change as Predictors of Future Mental Disorders—The TRAILS Study. J. Child Psychol. Psychiatry Allied Discip. 2014, 55, 227–236. [Google Scholar] [CrossRef]
- Chorpita, B.F.; Yim, L.; Moffitt, C.; Umemoto, L.A.; Francis, S.E. Assessment of Symptoms of DSM-IV Anxiety and Depression in Children: A Revised Child Anxiety and Depression Scale. Behav. Res. Ther. 2000, 38, 835–855. [Google Scholar] [CrossRef]
- Sandin, B.; Valiente, R.M.; Chorot, P. RCADS: Assessment of Anxiety and Depression Symptoms in Children and Adolescents. J. Psychopathol. Clin. Psychol. 2009, 14, 193–206. [Google Scholar]
- Torrubia, R.; García-Carrillo, M.; Ávila, C.; Caseras, X.; Grande, I. A Junior Questionnaire for the Measurement of Sensitivity to Punishment and Sensitivity to Reward; Universitat Autònoma de Barcelona: Barcelona, Spain, 2008. [Google Scholar]
- Torrubia, R.; Ávila, C.; Moltó, J.; Caseras, X. The Sensitivity to Punishment and Sensitivity to Reward Questionnaire (SPSRQ) as a Measure of Gray’s Anxiety and Impulsivity Dimensions. Personal. Individ. Differ. 2001, 31, 837–862. [Google Scholar] [CrossRef]
- Ellis, L.K.; Rothbart, M.K. Revision of the Early Adolescent Temperament Questionnaire. In Proceedings of the 2001 Biennial Meeting of the Society for Research in Child Development, Minneapolis, MN, USA, 19–22 April 2001. [Google Scholar]
- Viñas, F.; Gonzalez, M.; Gras, M.E.; Jane, C.; Casas, F. Psychometric Properties of the EATQ-R among a Sample of Catalan-Speaking Spanish Adolescents. Univ. Psychol. 2015, 14, 731–742. [Google Scholar]
- Kim-Spoon, J.; Grimm, K.J. Latent growth modeling and developmental psychopathology. In Developmental Psychopathology: Theory and Method, 3rd ed.; John Wiley & Sons, Inc.: Hoboken, NJ, USA, 2016; Volume 1, pp. 986–1041. ISBN 978-1-118-12087-3/978-1-119-12544-0. [Google Scholar]
- McArdle, J.J.; Nesselroade, J.R. An Overview of Latent Curve and Latent Change Score Analyses. In Handbook of Psychology: Research Methods in Psychology, 2nd ed.; John Wiley & Sons, Inc.: Hoboken, NJ, USA, 2013; Volume 2, pp. 474–507. ISBN 978-0-470-89064-6/978-1-118-28203-8/978-1-118-28254-0/978-1-118-28628-9. [Google Scholar]
- Satorra, A.; Satorra, A. Is Used as a Chi-Square Test Statistic with Degrees of Freedom Equal to the Difference on the Number of Independent Parameters Estimated under the Models AdO and Adl. As in the Case of the Goodness-of-Fit Test, It Is of Interest to Scale the Statistic. Analysis 2001, 66, 507–514. [Google Scholar]
- Chen, F.F. Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance. Struct. Equ. Model. Multidiscip. J. 2007, 14, 464–504. [Google Scholar] [CrossRef]
- Cheung, G.W.; Rensvold, R.B. Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance. Struct. Equ. Model. 2002, 9, 233–255. [Google Scholar] [CrossRef]
- Costa, P.T.; Terracciano, A.; McCrae, R.R. Gender Differences in Personality Traits across Cultures: Robust and Surprising Findings. J. Personal. Soc. Psychol. 2001, 81, 322–331. [Google Scholar] [CrossRef]
- Poppelaars, E.S.; Klackl, J.; Pletzer, B.; Wilhelm, F.H.; Jonas, E. Social-Evaluative Threat: Stress Response Stages and Influences of Biological Sex and Neuroticism. Psychoneuroendocrinology 2019, 109, 104378. [Google Scholar] [CrossRef]
- Li, Y.; Qiao, L.; Sun, J.; Wei, D.; Li, W.; Qiu, J.; Zhang, Q.; Shi, H. Gender-Specific Neuroanatomical Basis of Behavioral Inhibition/Approach Systems (BIS/BAS) in a Large Sample of Young Adults: A Voxel-Based Morphometric Investigation. Behav. Brain Res. 2014, 274, 400–408. [Google Scholar] [CrossRef]
- Fiol-Veny, A.; De La Torre-Luque, A.; Balle, M.; Bornas, X. Altered Heart Rate Regulation in Adolescent Girls and the Vulnerability for Internalizing Disorders. Front. Physiol. 2018, 9, 852. [Google Scholar] [CrossRef]
- Brody, L.R. The Socialization of Gender Differences in Emotional Expression: Display Rules, Infant Termperament, and Differentiation. In Gender and Emotion: Social Psychological Perspectives; Second Series; Studies in emotion and social interaction; Cambridge University Press: New York, NY, USA, 2000; pp. 24–47. ISBN 0-521-63015-0/0-521-63986-7. [Google Scholar]
- Colder, C.R.; Hawk, L.W.J.; Lengua, L.J.; Wiezcorek, W.; Das Eiden, R.; Read, J.P. Trajectories of Reinforcement Sensitivity During Adolescence and Risk for Substance Use. J. Res. Adolesc. Off. J. Soc. Res. Adolesc. 2013, 23, 345–356. [Google Scholar] [CrossRef]
- Pergamin-Hight, L.; Bitton, S.; Pine, D.S.; Fox, N.A.; Bar-Haim, Y. Attention and Interpretation Biases and Attention Control in Youth with Social Anxiety Disorder. J. Exp. Psychopathol. 2016, 7, 484–498. [Google Scholar] [CrossRef] [Green Version]
- Bashford-Largo, J.; Aloi, J.; Lukoff, J.; Johnson, K.; White, S.F.; Dobbertin, M.; Blair, R.J.; Blair, K.S. Reduced Top-down Attentional Control in Adolescents with Generalized Anxiety Disorder. Brain Behav. 2021, 11, e01994. [Google Scholar] [CrossRef]
- Soper, D.S. A-Priori Sample Size Calculator for Structural Equation Models 2022. Available online: https://www.danielsoper.com/statcalc (accessed on 16 June 2021).
- Melendez, R.; Bechor, M.; Rey, Y.; Pettit, J.W.; Silverman, W.K. Attentional Control Scale for Children: Factor Structure and Concurrent Validity Among Children and Adolescents Referred for Anxiety Disorders. J. Clin. Psychol. 2017, 73, 489–499. [Google Scholar] [CrossRef] [Green Version]
Scaled χ2 (df) | RMSEA | CFI | TLI | SRMR | Model Comparison | |||
---|---|---|---|---|---|---|---|---|
Model | ΔCFI | ΔRMSEA | ΔSRMR | |||||
Configural | 109.22 (52) | 0.086 | 0.96 | 0.94 | 0.056 | |||
Latent mean MI | 127.75 (56) | 0.093 | 0.95 | 0.93 | 0.073 | −0.011 | 0.007 | 0.017 |
Partial mean MI (BIS) | 121.99 (54) | 0.092 | 0.95 | 0.93 | 0.073 | −0.008 | 0.006 | 0.017 |
Partial mean MI (AC) | 110.92 (54) | 0.084 | 0.96 | 0.94 | 0.058 | 0.001 | −0.002 | 0.002 |
Latent variance MI | 129.16 (60) | 0.088 | 0.95 | 0.94 | 0.075 | 0.002 | −0.005 | 0.019 |
Partial variance MI (BIS) | 122.80 (56) | 0.090 | 0.95 | 0.93 | 0.075 | 0.001 | −0.004 | 0.002 |
Partial variance MI (AC) | 111.66 (56) | 0.082 | 0.96 | 0.95 | 0.060 | −0.010 | −0.010 | −0.013 |
Full MI | 137.87 (64) | 0.087 | 0.95 | 0.94 | 0.077 | −0.001 | −0.001 | 0.002 |
Partial full MI (BIS) | 129.05 (58) | 0.089 | 0.95 | 0.94 | 0.076 | 0.001 | 0.001 | 0.001 |
Partial full MI (AC) | 112.89 (58) | 0.079 | 0.96 | 0.95 | 0.061 | 0.012 | −0.009 | −0.014 |
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Balle, M.; Fiol-Veny, A.; de la Torre-Luque, A.; Llabres, J.; Bornas, X. Temperamental Change in Adolescence and Its Predictive Role on Anxious Symptomatology. Behav. Sci. 2022, 12, 194. https://doi.org/10.3390/bs12060194
Balle M, Fiol-Veny A, de la Torre-Luque A, Llabres J, Bornas X. Temperamental Change in Adolescence and Its Predictive Role on Anxious Symptomatology. Behavioral Sciences. 2022; 12(6):194. https://doi.org/10.3390/bs12060194
Chicago/Turabian StyleBalle, Maria, Aina Fiol-Veny, Alejandro de la Torre-Luque, Jordi Llabres, and Xavier Bornas. 2022. "Temperamental Change in Adolescence and Its Predictive Role on Anxious Symptomatology" Behavioral Sciences 12, no. 6: 194. https://doi.org/10.3390/bs12060194
APA StyleBalle, M., Fiol-Veny, A., de la Torre-Luque, A., Llabres, J., & Bornas, X. (2022). Temperamental Change in Adolescence and Its Predictive Role on Anxious Symptomatology. Behavioral Sciences, 12(6), 194. https://doi.org/10.3390/bs12060194