Shaping adolescent lives: The influence of personality traits on mental health and behavioral outcomes

Abstract

Adolescence is a pivotal developmental period during which personality traits begin to crystallize and significantly impact mental health and behavioral outcomes. This review synthesizes existing literature on the role of personality traits in adolescence, with a particular focus on longitudinal studies and dimensional assessments. Key personality traits, such as conscientiousness, emotional stability, and extraversion, are associated with positive outcomes, including mental well-being and pro-social behavior. In contrast, traits such as neuroticism and impulsivity, as well as callous-unemotional traits, are linked to internalizing disorders, substance use, and antisocial behavior. Longitudinal research demonstrates that personality traits exhibit both stability and malleability during adolescence, offering critical insights into how these traits predict long-term outcomes, such as academic achievement, mental health disorders, and criminal behavior. The review identifies several research gaps, including the need for more cross-cultural studies and investigations into under-researched traits like openness to experience. Policy implications include the integration of personality assessments into mental health screening programs and the development of tailored interventions that focus on emotional regulation, self-control, and pro-social behaviors. By addressing these gaps and advancing intervention strategies, researchers and clinicians can better support adolescents in developing healthy personality traits that foster long-term mental well-being and positive behavioral outcomes.

Keywords

Adolescent personality development / Mental health outcomes / Behavioral disorders / Callous-unemotional traits / Personality assessment tools

Funding

None.

Conflict of interest

The author declares that he has no competing interests.

References

[1] Abu Raya, M., Ogunyemi, A.O., Broder, J., Carstensen, V.R., Illanes-Manrique, M., & Rankin, K.P. (2023). The neurobiology of openness as a personality trait. Frontiers in Neurology, 14:1235345. https://doi.org/10.3389/fneur.2023.1235345

[2] Acoba, E.F. (2024). Social support and mental health: The mediating role of perceived stress. Frontiers in Psychology, 15:1330720. https://doi.org/10.3389/fpsyg.2024.1330720

[3] Akkuş B., Postmes, T., & Stroebe, K. (2017). Community collectivism: A social dynamic approach to conceptualizing culture. PLoS One, 12(9):e0185725. https://doi.org/10.1371/journal.pone.0185725

[4] Aldinger, M., Stopsack, M., Ulrich, I., Appel, K., Reinelt, E., Wolff, S., et al. (2014). Neuroticism developmental courses-- implications for depression, anxiety and everyday emotional experience; A prospective study from adolescence to young adulthood. BMC Psychiatry, 14(1):210. https://doi.org/10.1186/s12888-014-0210-2

[5] Alkhawaldeh, A., Al Omari, O., Al Aldawi, S., Al Hashmi, I., Ann Ballad, C., Ibrahim, A., et al. (2023). Stress factors, stress levels, and coping mechanisms among university students. The Scientific World Journal, 2023(1): 2026971. https://doi.org/10.1155/2023/2026971

[6] Allen, J.P., Loeb, E.L., Narr, R.K., & Costello, M.A. (2021). Different factors predict adolescent substance use versus adult substance abuse: Lessons from a social-developmental approach. Dev Psychopathol, 33(3):792-802. https://doi.org/10.1017/s095457942000005x

[7] Anderson, N.E., & Kiehl, K.A. (2014). Psychopathy: Developmental perspectives and their implications for treatment. Restorative Neurology and Neuroscience, 32(1):103-117. https://doi.org/10.3233/rnn-139001

[8] Arslan, İ.B., Lucassen, N., de Haan, A.D., Jongerling, J., Bakker, A.B., & Prinzie, P. (2023). Adolescent personality development as a longitudinal marker for burnout and happiness in emerging adulthood. International Journal of Behavioral Development, 47(3):199-209. https://doi.org/10.1177/01650254231152422

[9] Arteaga, I., Chen, C.C., & Reynolds, A.J. (2010). Childhood predictors of adult substance abuse. Children and Youth Services Review, 32(8):1108-1120. https://doi.org/10.1016/j.childyouth.2010.04.025

[10] Asaoka, Y., Won, M., Morita, T., Ishikawa, E., & Goto, Y. (2020). Heightened negative affects associated with neurotic personality in behavioral addiction. Frontiers in Psychiatry, 11:561713. https://doi.org/10.3389/fpsyt.2020.561713

[11] Asquith, S.L., Wang, X., Quintana, D.S., & Abraham, A. (2022). The role of personality traits and leisure activities in predicting wellbeing in young people. BMC Psychology, 10(1):249. https://doi.org/10.1186/s40359-022-00954-x

[12] Assary, E., Vincent, J.P., Keers, R., & Pluess, M. (2018). Gene-environment interaction and psychiatric disorders: Review and future directions. Seminars in Cell & Developmental Biology, 77:133-143. https://doi.org/10.1016/j.semcdb.2017.10.016

[13] Assink, M., van der Put, C.E., Hoeve, M., de Vries, S.L.A., Stams, G.J.J.M., & Oort, F.J. (2015). Risk factors for persistent delinquent behavior among juveniles: A meta-analytic review. Clinical Psychology Review, 42:47-61. https://doi.org/10.1016/j.cpr.2015.08.002

[14] Atherton, O.E., Sutin, A.R., Terracciano, A., & Robins, R.W. (2022). Stability and change in the big five personality traits: Findings from a longitudinal study of Mexican-origin adults. Journal of Personality and Social Psychology, 122(2):337-350. https://doi.org/10.1037/pspp0000385

[15] Babicka-Wirkus, A., Kozłowski, P., Wirkus, Ł., & Stasiak, K. (2023). Internalizing and externalizing disorder levels among adolescents: Data from Poland. International Journal of Environmental Research and Public Health, 20(3):2752. https://doi.org/10.3390/ijerph20032752

[16] Baker, L.A., Bezdjian, S., & Raine, A. (2006). Behavioral genetics: The science of antisocial behavior. Law and Contemporary Problems, 69(1-2):7-46.

[17] Bäker, N. (2024). Stability and cross-lagged relations among callous-unemotional traits, moral identity, moral emotion attribution and externalizing behavior problems in adolescents. Current Psychology, 43(6):5589-5600. https://doi.org/10.1007/s12144-023-04755-2

[18] Bargiota, S.I., Papakonstantinou, A.V., & Christodoulou, N.G. (2023). Oxytocin as a treatment for high-risk psychosis or early stages of psychosis: A mini review. Frontiers in Psychiatry, 14:1232776. https://doi.org/10.3389/fpsyt.2023.1232776

[19] Barlow, D.H., Sauer-Zavala, S., Carl, J.R., Bullis, J.R., & Ellard, K.K. (2014). The nature, diagnosis, and treatment of neuroticism: Back to the future. Clinical Psychological Science, 2(3):344-365. https://doi.org/10.1177/2167702613505532

[20] Baroncelli, A., Roti, B., & Ciucci, E. (2018). The associations between callous-unemotional traits and emotional awareness in youth. Personality and Individual Differences, 120:247-252. https://doi.org/10.1016/j.paid.2017.07.036

[21] Bartley, C.E., & Roesch, S.C. (2011). Coping with daily stress: The role of conscientiousness. Personality and Individual Differences, 50(1):79-83. https://doi.org/10.1016/j.paid.2010.08.027

[22] Beard, S.J., Yoon, L., Venticinque, J.S., Shepherd, N.E., & Guyer, A.E. (2022). The brain in social context: A systematic review of substance use and social processing from adolescence to young adulthood. Developmental Cognitive Neuroscience, 57:101147. https://doi.org/10.1016/j.dcn.2022.101147

[23] Bleidorn, W., Hopwood, C.J., Back, M.D., Denissen, J.J.A., Hennecke, M., Jokela, M., et al. (2020). Longitudinal experience-wide association studies-a framework for studying personality change. European Journal of Personality, 34(3):285-300. https://doi.org/10.1002/per.2247

[24] Bleidorn, W., Schwaba, T., Zheng, A., Hopwood, C.J., Sosa, S.S., Roberts, B.W., et al. (2022). Personality stability and change: A meta-analysis of longitudinal studies. Psychological Bulletin, 148(7-8):588-619. https://doi.org/10.1037/bul0000365

[25] Bogg, T., & Roberts, B.W. (2013). The case for conscientiousness: Evidence and implications for a personality trait marker of health and longevity. Annals of Behavioral Medicine, 45(3):278-288. https://doi.org/10.1007/s12160-012-9454-6

[26] Boisvert, D., Boutwell, B.B., Barnes, J.C., & Vaske, J. (2013). Genetic and environmental influences underlying the relationship between low self-control and substance use. Journal of Criminal Justice, 41(4):262-272. https://doi.org/10.1016/j.jcrimjus.2013.05.007

[27] Breivik, G., Sand, T.S., & Sookermany, A.M. (2020). Risk-taking influence of personality and background factors. Journal of Risk Research, 23(11):1504-1523. https://doi.org/10.1080/13669877.2020.1750455

[28] Briley, D.A., & Tucker-Drob, E.M. (2014). Genetic and environmental continuity in personality development: A meta-analysis. Psychological Bulletin, 140(5):1303-1331. https://doi.org/10.1037/a0037091

[29] Bühler, J.L., Orth, U., Bleidorn, W., Weber, E., Kretzschmar, A., Scheling, L., et al. (2024). Life events and personality change: A systematic review and meta-analysis. European Journal of Personality, 38(3):544-568. https://doi.org/10.1177/08902070231190219

[30] Burtaverde, V., Ene, C., Chiriac, E., & Avram, E. (2021). Decoding the link between personality traits and resilience. Self-determination is the key. Current Issues in Personality Psychology, 9(3):195-204. https://doi.org/10.5114/cipp.2021.107337

[31] Byrd, A.L., Loeber, R., & Pardini, D.A. (2014). Antisocial behavior, psychopathic features and abnormalities in reward and punishment processing in youth. Clinical Child and Family Psychology Review, 17(2):125-156. https://doi.org/10.1007/s10567-013-0159-6

[32] Canals, J., Vigil-Colet, A., Chico, E., & Martí-Henneberg, C. (2005). Personality changes during adolescence: The role of gender and pubertal development. Personality and Individual Differences, 39(1):179-188. https://doi.org/10.1016/j.paid.2004.12.012

[33] Cardoso, A.R., Costa, M.J., Sani, A.I., & Moreira, D. (2023). Callous and unemotional traits as precursors to the development of female psychopathy. International Journal of Environmental Research and Public Health, 20(18):6786. https://doi.org/10.3390/ijerph20186786

[34] Cerniglia, L., Cimino, S., Tambelli, R., & Lauriola, M. (2023). Daring and distress: Insights on adolescent risk taking and difficulties in emotion regulation from a network analysis perspective. Brain Sciences, 13(9):1248. https://doi.org/10.3390/brainsci13091248

[35] Chang, C.L., Liu, T.L., Hsiao, R.C., Yang, P., Chen, Y.L., & Yen, C.F. (2021). Callous-unemotional traits among adolescents with autism spectrum disorder, attention-deficit/hyperactivity disorder, or typical development: Differences between adolescents’ and parents’ views. International Journal of Environmental Research and Public Health, 18(8):3972. https://doi.org/10.3390/ijerph18083972

[36] Chen, F., Yang, H., Bulut, O., Cui, Y., & Xin, T. (2019). Examining the relation of personality factors to substance use disorder by explanatory item response modeling of DSM-5 symptoms. PLoS One, 14(6):e0217630. https://doi.org/10.1371/journal.pone.0217630

[37] Chen, L., Qu, L., & Hong, R.Y. (2022). Pathways linking the big five to psychological distress: Exploring the mediating roles of stress mindset and coping flexibility. Journal of Clinical Medicine, 11(9):2272. https://doi.org/10.3390/jcm11092272

[38] Çıvgın, U., Yorulmaz, E., & Yazar, K. (2023). Mediator role of resilience in the relationship between neuroticism and psychological symptoms: COVID-19 pandemic and supermarket employees. Current Psychology, 42(23):20226-20238. https://doi.org/10.1007/s12144-023-04725-8

[39] Clark, D.A., Durbin, C.E., Heitzeg, M.M., Iacono, W.G., McGue, M., & Hicks, B.M. (2023). Personality and peer groups in adolescence: Reciprocal associations and shared genetic and environmental influences. Journal of Personality, 91(2):464-481. https://doi.org/10.1111/jopy.12741

[40] Cochran, D.M., Fallon, D., Hill, M., & Frazier, J.A. (2013). The role of oxytocin in psychiatric disorders: A review of biological and therapeutic research findings. Harvard Review of Psychiatry, 21(5):219-247. https://doi.org/10.1097/HRP.0b013e3182a75b7d

[41] Cole, E., & Diaz, A. (2024). Specific emotion regulation deficits differentiate and mediate the relationship between adverse childhood experiences and internalizing psychopathology. Journal of Affective Disorders Reports, 16:100722. https://doi.org/10.1016/j.jadr.2024.100722

[42] Collado-Soler, R., Trigueros, R., Aguilar-Parra, J.M., & Navarro, N. (2023). Emotional intelligence and resilience outcomes in adolescent period, is knowledge really strength? Psychology Research and Behavior Management, 16:1365-1378. https://doi.org/10.2147/prbm.S383296

[43] Crone, E.A., & van Duijvenvoorde, A.C.K. (2021). Multiple pathways of risk taking in adolescence. Developmental Review, 62:100996. https://doi.org/10.1016/j.dr.2021.100996

[44] Cruz, D., Lichten, M., Berg, K., & George, P. (2022). Developmental trauma: Conceptual framework, associated risks and comorbidities, and evaluation and treatment. Front Psychiatry, 13:800687. https://doi.org/10.3389/fpsyt.2022.800687

[45] Cui, Z., Lin, Z., Ren, J., Cao, Y., & Tian, X. (2024). Exploring self-esteem and personality traits as predictors of mental wellbeing among Chinese university students: The mediating and moderating role of resilience. Frontiers in Psychology, 15:1308863. https://doi.org/10.3389/fpsyg.2024.1308863

[46] Dackis, M.N., Rogosch, F.A., & Cicchetti, D. (2015). Child maltreatment, callous-unemotional traits, and defensive responding in high-risk children: An investigation of emotion-modulated startle response. Development and Psychopathology, 27(4 Pt2):1527-1545. https://doi.org/10.1017/s0954579415000929

[47] Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2):97-140. https://doi.org/10.1080/10888691.2018.1537791

[48] Darnell, D., Flaster, A., Hendricks, K., Kerbrat, A., & Comtois, K.A. (2019). Adolescent clinical populations and associations between trauma and behavioral and emotional problems. Psychological Trauma, 11(3):266-273. https://doi.org/10.1037/tra0000371

[49] De Bellis, M.D., & Zisk, A. (2014). The biological effects of childhood trauma. Child and Adolescent Psychiatric Clinics of North America, 23(2):185-222, vii. https://doi.org/10.1016/j.chc.2014.01.002

[50] De Vries, J.H., Spengler, M., Frintrup, A., & Mussel, P. (2021). Personality development in emerging adulthood-how the perception of life events and mindset affect personality trait change. Frontiers in Psychology, 12:671421. https://doi.org/10.3389/fpsyg.2021.671421

[51] De Wit-De Visser, B., Rijckmans, M., Vermunt, J.K., & van Dam, A. (2023). Pathways to antisocial behavior: A framework to improve diagnostics and tailor therapeutic interventions. Frontiers in Psychology, 14:993090. https://doi.org/10.3389/fpsyg.2023.993090

[52] Defoe, I.N., Rap, S.E., & Romer, D. (2022). Adolescents’ own views on their risk behaviors, and the potential effects of being labeled as risk-takers: A commentary and review. Frontiers in Psychology, 13:945775. https://doi.org/10.3389/fpsyg.2022.945775

[53] Del Giacco, A.C., Jones, S.A., Morales, A.M., Kliamovich, D., & Nagel, B.J. (2022). Adolescent novelty seeking is associated with greater ventral striatal and prefrontal brain response during evaluation of risk and reward. Cognitive, Affective, & Behavioral Neuroscience, 22(1):123-133. https://doi.org/10.3758/s13415-021-00937-2

[54] Demetriou, C.A., Colins, O.F., Andershed, H., & Fanti, K.A. (2023). Assessing psychopathic traits early in development: Testing potential associations with social, behavioral, and affective factors. Journal of Psychopathology and Behavioral Assessment, 45(3):767-780. https://doi.org/10.1007/s10862-023-10059-3

[55] D’Huart, D., Hutsebaut, J., Seker, S., Schmid, M., Schmeck, K., Bürgin, D., & Boonmann, C. (2022). Personality functioning and the pathogenic effect of childhood maltreatment in a high-risk sample. Child and Adolescent Psychiatry and Mental Health, 16(1):95. https://doi.org/10.1186/s13034-022-00527-1

[56] Dolan, M. (2004). Psychopathic personality in young people. Advances in Psychiatric Treatment, 10(6):466-473. https://doi.org/10.1192/apt.10.6.466

[57] Doménech, P., Tur-Porcar, A.M., & Mestre-Escrivá V. (2024). Emotion regulation and self-efficacy: The mediating role of emotional stability and extraversion in adolescence. Behavioral Sciences, 14(3):206. https://doi.org/10.3390/bs14030206

[58] Dong, J., Xiao, T., Xu, Q., Liang, F., Gu, S., Wang, F., & Huang, J. H. (2022). Anxious personality traits: Perspectives from basic emotions and neurotransmitters. Brain Sciences, 12(9):1141. https://doi.org/10.3390/brainsci12091141

[59] Dotterer, H.L., Burt, S.A., Klump, K.L., & Hyde, L.W. (2021). Associations between parental psychopathic traits, parenting, and adolescent callous-unemotional traits. Research on Child and Adolescent Psychopathology, 49(11):1431-1445. https://doi.org/10.1007/s10802-021-00841-w

[60] Drislane, L.E., Sellbom, M., Brislin, S.J., Strickland, C.M., Christian, E., Wygant, D.B., et al. (2019). Improving characterization of psychopathy within the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5), alternative model for personality disorders:Creation and validation of personality inventory for DSM-5 triarchic scales. Personal Disord, 10(6):511-523. https://doi.org/10.1037/per0000345

[61] Dvir, Y., Ford, J.D., Hill, M., & Frazier, J.A. (2014). Childhood maltreatment, emotional dysregulation, and psychiatric comorbidities. Harvard Review of Psychiatry, 22(3):149-161. https://doi.org/10.1097/hrp.0000000000000014

[62] Eime, R.M., Young, J.A., Harvey, J.T., Charity, M.J., & Payne, W.R. (2013). A systematic review of the psychological and social benefits of participation in sport for children and adolescents: Informing development of a conceptual model of health through sport. International Journal of Behavioral Nutrition and Physical Activity, 10(1):98. https://doi.org/10.1186/1479-5868-10-98

[63] Eisenberg, N., Duckworth, A.L., Spinrad, T.L., & Valiente, C. (2014). Conscientiousness: Origins in childhood? Developmental Psychology, 50(5):1331-1349. https://doi.org/10.1037/a0030977

[64] Etkin, P., De Caluwé E., Ibáñez, M.I., Ortet, G., & Mezquita, L. (2022). Personality development and its associations with the bifactor model of psychopathology in adolescence. Journal of Research in Personality, 97:104205. https://doi.org/10.1016/j.jrp.2022.104205

[65] Evans, C.B.R., Smokowski, P.R., Rose, R.A., Mercado, M.C., & Marshall, K.J. (2018). Cumulative bullying experiences, adolescent behavioral and mental health, and academic achievement: An integrative model of perpetration, victimization, and bystander behavior. Journal of Child and Family Studies, 27:2415-2428. https://doi.org/10.1007/s10826-018-1078-4

[66] Facci, C., Imbimbo, E., Stefanelli, F., Ciucci, E., Guazzini, A., Baroncelli, A., et al. (2023). The social correlates to callous-unemotional traits in a sample of high school students. Behavior Therapy, 54(3):595-604. https://doi.org/10.1016/j.beth.2023.01.001

[67] Fang, J., Wang, X., Yuan, K.H., & Wen, Z. (2020). Childhood psychological maltreatment and moral disengagement: A moderated mediation model of callous-unemotional traits and empathy. Personality and Individual Differences, 157:109814. https://doi.org/10.1016/j.paid.2020.109814

[68] Farley, J.P., & Kim-Spoon, J. (2014). The development of adolescent self-regulation: Reviewing the role of parent, peer, friend, and romantic relationships. Journal of Adolescence, 37(4):433-440. https://doi.org/10.1016/j.adolescence.2014.03.009

[69] Fayard, J.V., Roberts, B.W., Robins, R.W., & Watson, D. (2012). Uncovering the affective core of conscientiousness: The role of self-conscious emotions. Journal of Personality, 80(1):1-32. https://doi.org/10.1111/j.1467-6494.2011.00720.x

[70] Finnerty, R., Marshall, S.A., Imbault, C., & Trainor, L.J. (2021). Extra-curricular activities and well-being: Results from a survey of undergraduate university students during COVID-19 lockdown restrictions. Frontiers in Psychology, 12:647402. https://doi.org/10.3389/fpsyg.2021.647402

[71] Fleming, G.E., Neo, B., Kaouar, S., & Kimonis, E.R. (2023). Treatment outcomes of children with primary versus secondary callous-unemotional traits. Research on Child and Adolescent Psychopathology, 51(11):1581-1594. https://doi.org/10.1007/s10802-023-01112-6

[72] Folker, A., Peviani, K.M., Deater-Deckard, K., Bickel, W.K., Steinberg, L., Casas, B., et al. (2024). Negative affect, sensation seeking, and adolescent substance use development: The moderating role of executive function. Journal of Youth and Adolescence, 53:2654-2668. https://doi.org/10.1007/s10964-024-02065-9

[73] Fontaine, N.M.G., Rozéfort, A., & Bégin, V. (2023). Associations between callous-unemotional traits and psychopathology in a sample of adolescent females. The Journal of the American Academy of Child & Adolescent Psychiatry, 32(1):14-26.

[74] Fragkaki, I., Verhagen, M., van Herwaarden, A.E., & Cima, M. (2019). Daily oxytocin patterns in relation to psychopathy and childhood trauma in residential youth. Psychoneuroendocrinology, 102:105-113. https://doi.org/10.1016/j.psyneuen.2018.11.040

[75] Frazier, A., Ferreira, P.A., & Gonzales, J.E. (2019). Born this way? A review of neurobiological and environmental evidence for the etiology of psychopathy. Personality Neuroscience, 2:e8. https://doi.org/10.1017/pen.2019.7

[76] Frick, P.J., & Viding, E. (2009). Antisocial behavior from a developmental psychopathology perspective. Development and Psychopathology, 21(4):1111-1131. https://doi.org/10.1017/S0954579409990071

[77] Frogner, L., Andershed, A.K., & Andershed, H. (2018). Psychopathic personality works better than CU traits for predicting fearlessness and ADHD symptoms among children with conduct problems. Journal of Psychopathology and Behavioral Assessment, 40(1):26-39. https://doi.org/10.1007/s10862-018-9651-0

[78] Frydenberg, E., Deans, J., & Liang, R. (2021). Developing coping skills in the early years:A positive educational approach. In: Kern, M.L., & Wehmeyer, M.L. (eds.). The Palgrave Handbook of Positive Education. Berlin, Germany: Springer International Publishing, p. 369-393. https://doi.org/10.1007/978-3-030-64537-3_15

[79] Furnham, A., & Cheng, H. (2024). Correlates of conscientiousness: Findings from the millennium cohort study. The Journal of Genetic Psychology, 185(2):114-123. https://doi.org/10.1080/00221325.2023.2279143

[80] García-Carrión, R., Villarejo-Carballido, B., & Villardón- Gallego, L. (2019). Children and adolescents mental health: A systematic review of interaction-based interventions in schools and communities. Frontiers in Psychology, 10:918. https://doi.org/10.3389/fpsyg.2019.00918

[81] Gedeon, T., Parry, J., & Völlm, B. (2019). The role of oxytocin in antisocial personality disorders: A systematic review of the literature. Frontiers in Psychiatry, 10:76. https://doi.org/10.3389/fpsyt.2019.00076

[82] Ghinea, D., Koenig, J., Parzer, P., Brunner, R., Carli, V., Hoven, C.W., et al. (2019). Longitudinal development of risk-taking and self-injurious behavior in association with late adolescent borderline personality disorder symptoms. Psychiatry Research, 273:127-133. https://doi.org/10.1016/j.psychres.2019.01.010

[83] Giordano, P.C., Copp, J.E., Manning, W.D., & Longmore, M.A. (2019). Linking parental incarceration and family dynamics associated with intergenerational transmission: A life-course perspective. Criminology, 57(3):395-423. https://doi.org/10.1111/1745-9125.12209

[84] Goktan, A.J., Weston, S.J., Luo, J., Graham, E.K., & Mroczek, D.K. (2022). Personality traits and mental health care utilization: Longitudinal findings from the MIDUS. Journal of Research in Personality, 99:104260. https://doi.org/10.1016/j.jrp.2022.104260

[85] Goldweber, A., Dmitrieva, J., Cauffman, E., Piquero, A.R., & Steinberg, L. (2011). The development of criminal style in adolescence and young adulthood: Separating the lemmings from the loners. Journal of Youth and Adolescence, 40(3):332-346. https://doi.org/10.1007/s10964-010-9534-5

[86] Gómez-Bujedo, J., Lozano, Ó.M., Pérez-Moreno, P.J., Lorca-Marín, J.A., Fernández-Calderón, F., Diaz-Batanero, C., et al. (2020). Personality traits and impulsivity tasks among substance use disorder patients: Their relations and links with retention in treatment. Frontiers in Psychiatry, 11:566240. https://doi.org/10.3389/fpsyt.2020.566240

[87] Goulter, N., Cooke, E.M., & Zheng, Y. (2024). Callous-unemotional traits in adolescents’ daily life: Associations with affect and emotional and conduct problems. Research on Child and Adolescent Psychopathology, 52(1):51-63. https://doi.org/10.1007/s10802-023-01077-6

[88] Goulter, N., Oberth, C., McMahon, R.J., Lansford, J.E., Dodge, K.A., Crowley, D.M., et al. ( 2023). Predictive validity of adolescent callous-unemotional traits and conduct problems with respect to adult outcomes: High- and low-risk samples. Child Psychiatry and Human Development, 54(5):1321-1335. https://doi.org/10.1007/s10578-022-01334-7

[89] Green, R., Meredith, L.R., Mewton, L., & Squeglia, L.M. (2023). Adolescent neurodevelopment within the context of impulsivity and substance use. Current Addiction Reports, 10(2):166-177. https://doi.org/10.1007/s40429-023-00485-4

[90] Han, Y., Jang, J., Cho, E., & Choi, K.H. (2021). Investigating how individual differences influence responses to the COVID-19 crisis: The role of maladaptive and five-factor personality traits. Personality and Individual Differences, 176:110786. https://doi.org/10.1016/j.paid.2021.110786

[91] Hao, R., Dong, H., Zhang, R., Li, P., Zhang, P., Zhang, M., et al. (2019). The relationship between neuroticism fit and general well-being: The mediating effect of psychological resilience. Frontiers in Psychology, 10:2219. https://doi.org/10.3389/fpsyg.2019.02219

[92] Harold, G.T., & Sellers, R. (2018). Annual research review: Interparental conflict and youth psychopathology: An evidence review and practice focused update. Journal of Child Psychology and Psychiatry, 59(4):374-402. https://doi.org/10.1111/jcpp.12893

[93] Heerde, J.A., Bailey, J.A., Toumbourou, J.W., & Catalano, R.F. (2019). Longitudinal associations between the adolescent family environment and young adult substance Use in Australia and the United States. Frontiers in Psychiatry, 10:821. https://doi.org/10.3389/fpsyt.2019.00821

[94] Herman, A.M., Critchley, H.D., & Duka, T. (2018). Risk-taking and impulsivity: The role of mood states and interoception. Frontiers in Psychology, 9:1625. https://doi.org/10.3389/fpsyg.2018.01625

[95] Herpers, P.C., Rommelse, N.N., Bons, D.M., Buitelaar, J.K., & Scheepers, F.E. (2012). Callous-unemotional traits as a cross-disorders construct. Social Psychiatry and Psychiatric Epidemiology, 47(12):2045-2064. https://doi.org/10.1007/s00127-012-0513-x

[96] Hill, P.L., & Allemand, M. (2012). Explaining the link between conscientiousness and forgivingness. Journal of Research in Personality, 46(5):497-503. https://doi.org/10.1016/j.jrp.2012.05.007

[97] Hill, P.L., Turiano, N.A., Hurd, M.D., Mroczek, D.K., & Roberts, B.W. (2011). Conscientiousness and longevity: An examination of possible mediators. Health Psychol, 30(5):536-541. https://doi.org/10.1037/a0023859

[98] Ho, M.Y., Cheung, F.M., You, J., Kam, C., Zhang, X., & Kliewer, W. (2013). The moderating role of emotional stability in the relationship between exposure to violence and anxiety and depression. Personality and Individual Differences, 55(6):634-639. https://doi.org/10.1016/j.paid.2013.05.004

[99] Hoffmann, M.D., Barnes, J.D., Tremblay, M.S., & Guerrero, M.D. (2022). Associations between organized sport participation and mental health difficulties: Data from over 11,000 US children and adolescents. PLoS One, 17(6):e0268583. https://doi.org/10.1371/journal.pone.0268583

[100] Hopwood, C.J., Donnellan, M.B., Blonigen, D.M., Krueger, R.F., McGue, M., Iacono, W.G., et al. (2011). Genetic and environmental influences on personality trait stability and growth during the transition to adulthood: A three-wave longitudinal study. Journal of Personality and Social Psychology, 100(3):545-556. https://doi.org/10.1037/a0022409

[101] Houck, C.D., Hadley, W., Barker, D., Brown, L.K., Hancock, E., & Almy, B. (2016). An emotion regulation intervention to reduce risk behaviors among at-risk early adolescents. Prevention Science, 17(1):71-82. https://doi.org/10.1007/s11121-015-0597-0

[102] Hu, Y., Wang, Z., & Fan, Q. (2022). The relationship between conscientiousness and well-being among Chinese undergraduate students: A cross-lagged study. International Journal of Environmental Research and Public Health, 19(20):13565. https://doi.org/10.3390/ijerph192013565

[103] Huang, Y., Wu, T., Gao, Y., Luo, Y., Wu, Z., Fagan, S., et al. (2019). The impact of callous-unemotional traits and externalizing tendencies on neural responsivity to reward and punishment in healthy adolescents. Frontiers in Neuroscience, 13:1319. https://doi.org/10.3389/fnins.2019.01319

[104] Huebner, B.M., & Gustafson, R. (2007). The effect of maternal incarceration on adult offspring involvement in the criminal justice system. Journal of Criminal Justice, 35(3):283-296. https://doi.org/10.1016/j.jcrimjus.2007.03.005

[105] Israel, A., Brandt, N.D., Grund, S., Köller, O., Lüdtke, O., & Wagner, J. (2022). Personality and psychosocial functioning in early adolescence: Age-differential associations from the self- and parent perspective. European Journal of Personality, 36(2):218-244. https://doi.org/10.1177/08902070211005636

[106] Israel, A., Lüdtke, O., & Wagner, J. (2019). The longitudinal association between personality and achievement in adolescence: Differential effects across all big five traits and four achievement indicators. Learning and Individual Differences, 72:80-91. https://doi.org/10.1016/j.lindif.2019.03.001

[107] Jackson, J.J., Wood, D., Bogg, T., Walton, K.E., Harms, P.D., & Roberts, B.W. (2010). What do conscientious people do? Development and validation of the Behavioral Indicators of Conscientiousness (BIC). Journal of Research in Personality, 44(4):501-511. https://doi.org/10.1016/j.jrp.2010.06.005

[108] Jenzer, T., Read, J.P., Naragon-Gainey, K., & Prince, M.A. (2019). Coping trajectories in emerging adulthood: The influence of temperament and gender. Journal of Personality, 87(3):607-619. https://doi.org/10.1111/jopy.12419

[109] Jones, C., Barrera, I., Brothers, S., Ring, R., & Wahlestedt, C. (2017). Oxytocin and social functioning. Dialogues Clinical Neuroscience, 19(2):193-201. https://doi.org/10.31887/DCNS.2017.19.2/cjones

[110] Jordan, C.J., & Andersen, S.L. (2017). Sensitive periods of substance abuse: Early risk for the transition to dependence. Developmental Cognitive Neuroscience, 25:29-44. https://doi.org/10.1016/j.dcn.2016.10.004

[111] Joshanloo, M. (2024). Within-person associations between personality traits and loneliness controlling for negative affect. Personality and Individual Differences, 223:112609. https://doi.org/10.1016/j.paid.2024.112609

[112] Kaiser, A.J., Milich, R., Lynam, D.R., & Charnigo, R.J. (2012). Negative urgency, distress tolerance, and substance abuse among college students. Addictive Behaviors, 37(10):1075-1083. https://doi.org/10.1016/j.addbeh.2012.04.017

[113] Kang, W., Steffens, F., Pineda, S., Widuch, K., & Malvaso, A. (2023). Personality traits and dimensions of mental health. Scientific Reports, 13(1):7091. https://doi.org/10.1038/s41598-023-33996-1

[114] Khan, A., Ahmed, K.R., Hidajat, T., & Edwards, E.J. (2022). Examining the association between sports participation and mental health of adolescents. International Journal of Environmental Research and Public Health, 19(24):17078. https://doi.org/10.3390/ijerph192417078

[115] Kimonis, E.R. (2023). The emotionally sensitive child-adverse parenting experiences-allostatic (Over)Load (ESCAPE-AL) model for the development of secondary psychopathic traits. Clinical Child and Family Psychology Review, 26(4):1097-1114. https://doi.org/10.1007/s10567-023-00455-2

[116] Klimstra, T.A., Akse, J., Hale, W.W., Raaijmakers, Q.A.W., & Meeus, W.H.J. (2010). Longitudinal associations between personality traits and problem behavior symptoms in adolescence. Journal of Research in Personality, 44(2):273-284. https://doi.org/10.1016/j.jrp.2010.02.004

[117] Konaszewski, K., Niesiobędzka, M., & Surzykiewicz, J. (2021). Resilience and mental health among juveniles: Role of strategies for coping with stress. Health and Quality of Life Outcomes, 19(1):58. https://doi.org/10.1186/s12955-021-01701-3

[118] Krueger, R.F., Markon, K.E., Patrick, C.J., Benning, S.D., & Kramer, M.D. (2007). Linking antisocial behavior, substance use, and personality: An integrative quantitative model of the adult externalizing spectrum. Journal of Abnormal Psychology, 116(4):645-666. https://doi.org/10.1037/0021-843x.116.4.645

[119] Kucerova, B., Levit-Binnun, N., Gordon, I., & Golland, Y. (2023). From oxytocin to compassion: The saliency of distress. Biology (Basel), 12(2):183. https://doi.org/10.3390/biology12020183

[120] Kupferberg, A., & Hasler, G. (2023). The social cost of depression: Investigating the impact of impaired social emotion regulation, social cognition, and interpersonal behavior on social functioning. Journal of Affective Disorders Reports, 14:100631. https://doi.org/10.1016/j.jadr.2023.100631

[121] Lahey, B.B. (2009). Public health significance of neuroticism. American Psychologist, 64(4):241-256. https://doi.org/10.1037/a0015309

[122] Lamers, S.M.A., Westerhof, G.J., Kovács, V., & Bohlmeijer, E.T. (2012). Differential relationships in the association of the big five personality traits with positive mental health and psychopathology. Journal of Research in Personality, 46(5):517-524. https://doi.org/10.1016/j.jrp.2012.05.012

[123] Laricchiuta, D., Panuccio, A., Picerni, E., Biondo, D., Genovesi, B., & Petrosini, L. (2023). The body keeps the score: The neurobiological profile of traumatized adolescents. Neuroscience & Biobehavioral Reviews, 145:105033. https://doi.org/10.1016/j.neubiorev.2023.105033

[124] LaSpada, N., Delker, E., East, P., Blanco, E., Delva, J., Burrows, R., et al. (2020). Risk taking, sensation seeking and personality as related to changes in substance use from adolescence to young adulthood. Journal of Adolescence, 82:23-31. https://doi.org/10.1016/j.adolescence.2020.04.011

[125] Laursen, B., & Veenstra, R. (2021). Toward understanding the functions of peer influence: A summary and synthesis of recent empirical research. Journal of Research on Adolescence, 31(4):889-907. https://doi.org/10.1111/jora.12606

[126] Lin, J., & Guo, W. (2024). The research on risk factors for adolescents’ mental health. Behavioral Sciences (Basel), 14(4):263. https://doi.org/10.3390/bs14040263

[127] Lin, Y., & Xie, B. (2023). Disentangle psychopathic traits, self-construal and prosocial behaviours: A literature review. Acta Psychologica, 240:104045. https://doi.org/10.1016/j.actpsy.2023.104045

[128] Liu, A., Yu, Y., & Sun, S. (2023). How is the Big Five related to college students’ anxiety: The role of rumination and resilience. Personality and Individual Differences, 200:111901. https://doi.org/10.1016/j.paid.2022.111901

[129] Liu, C., Chen, L., & Chen, S. (2020). Influence of neuroticism on depressive symptoms among chinese adolescents: The mediation effects of cognitive emotion regulation strategies. Frontiers in Psychiatry, 11:420. https://doi.org/10.3389/fpsyt.2020.00420

[130] Liu, J., Zhao, S., Chen, X., Falk, E., & Albarracín, D. (2017). The influence of peer behavior as a function of social and cultural closeness: A meta-analysis of normative influence on adolescent smoking initiation and continuation. Psychological Bulletin, 143(10):1082-1115. https://doi.org/10.1037/bul0000113

[131] Liu, Q., Jiang, M., Li, S., & Yang, Y. (2021). Social support, resilience, and self-esteem protect against common mental health problems in early adolescence: A nonrecursive analysis from a two-year longitudinal study. Medicine (Baltimore), 100(4):e24334. https://doi.org/10.1097/md.0000000000024334

[132] Longlong, Z. (2023). Personality traits that associate with sustainable behaviors perceived by individuals. Brain and Behavior, 13(8):e3147. https://doi.org/10.1002/brb3.3147

[133] Luan, Z., Hutteman, R., Denissen, J.J.A., Asendorpf, J.B., & van Aken, M.A.G. (2017). Do you see my growth? Two longitudinal studies on personality development from childhood to young adulthood from multiple perspectives. Journal of Research in Personality, 67:44-60. https://doi.org/10.1016/j.jrp.2016.03.004

[134] Maalouf, E., Salameh, P., Haddad, C., Sacre, H., Hallit, S., & Obeid, S. (2022). Attachment styles and their association with aggression, hostility, and anger in Lebanese adolescents: A national study. BMC Psychology, 10(1):104. https://doi.org/10.1186/s40359-022-00813-9

[135] Maloney, J.E., Whitehead, J., Long, D., Kaufmann, J., Oberle, E., Schonert-Reichl, K.A., et al. (2024). Supporting adolescent well-being at school: Integrating transformative social and emotional learning and trauma-informed education. Social and Emotional Learning: Research, Practice, and Policy, 4:100044. https://doi.org/10.1016/j.sel.2024.100044

[136] Mancini, G., Özal, Z., Biolcati, R., Trombini, E., & Petrides, K.V. (2024). Trait emotional intelligence and adolescent psychological well-being: A systematic review. International Journal of Adolescence and Youth, 29(1):2292057. https://doi.org/10.1080/02673843.2023.2292057

[137] Mann, F.D., Briley, D.A., Tucker-Drob, E.M., & Paige Harden, K. (2015). A behavioral genetic analysis of callous-unemotional traits and big five personality in adolescence. Journal of Abnormal Psychology, 124(4):982-993. https://doi.org/10.1037/abn0000099

[138] Mann, F.D., Engelhardt, L., Briley, D.A., Grotzinger, A.D., Patterson, M.W., Tackett, J.L., et al. (2017). Sensation seeking and impulsive traits as personality endophenotypes for antisocial behavior: Evidence from two independent samples. Personality and Individual Differences, 105:30-39. https://doi.org/10.1016/j.paid.2016.09.018

[139] Mann, F.D., Paul, S.L., Tackett, J.L., Tucker-Drob, E.M., & Harden, K.P. (2018). Personality risk for antisocial behavior: Testing the intersections between callous-unemotional traits, sensation seeking, and impulse control in adolescence. Development and Psychopathology, 30(1):267-282. https://doi.org/10.1017/s095457941700061x

[140] Marsh, N., Marsh, A.A., Lee, M.R., & Hurlemann, R. (2021). Oxytocin and the neurobiology of prosocial behavior. Neuroscientist, 27(6):604-619. https://doi.org/10.1177/1073858420960111

[141] Masi, G., Carucci, S., Muratori, P., Balia, C., Sesso, G., & Milone, A. (2023). Contemporary diagnosis and treatment of conduct disorder in youth. Expert Review of Neurotherapeutics, 23(12):1277-1296. https://doi.org/10.1080/14737175.2023.2271169

[142] Maslowsky, J., Owotomo, O., Huntley, E.D., & Keating, D. (2019). Adolescent risk behavior: Differentiating reasoned and reactive risk-taking. Journal of Youth and Adolescence, 48(2):243-255. https://doi.org/10.1007/s10964-018-0978-3

[143] McCabe, S.E., Schulenberg, J.E., Schepis, T.S., McCabe, V.V., & Veliz, P.T. (2022). Longitudinal analysis of substance use disorder symptom severity at age 18 years and substance use disorder in adulthood. JAMA Network Open, 5(4):e225324. https://doi.org/10.1001/jamanetworkopen.2022.5324

[144] McMahon, R.J., Witkiewitz, K., & Kotler, J.S. (2010). Predictive validity of callous-unemotional traits measured in early adolescence with respect to multiple antisocial outcomes. Journal of Abnormal Psychology, 119(4):752-763. https://doi.org/10.1037/a0020796

[145] Megías-Robles, A., Sánchez-López, M.T., Gómez-Leal, R., Cabello, R., Gutiérrez-Cobo, M.J., & Fernández-Berrocal, P. (2023). Impulsivity and sensitivity to reward as mediating factors of the negative relationship between emotional intelligence and health-related risk-taking: Evidence from a sample of university students. BMC Psychology, 11(1):386. https://doi.org/10.1186/s40359-023-01417-7

[146] Mesman, E., Vreeker, A., & Hillegers, M. (2021). Resilience and mental health in children and adolescents: An update of the recent literature and future directions. Current Opinion in Psychiatry, 34(6):586-592. https://doi.org/10.1097/yco.0000000000000741

[147] Meyer, J., Jansen, T., Hübner, N., & Lüdtke, O. (2023). Disentangling the association between the big five personality traits and student achievement: Meta-analytic evidence on the role of domain specificity and achievement measures. Educational Psychology Review, 35(1):12. https://doi.org/10.1007/s10648-023-09736-2

[148] Michielsen, P.J.S., Habra, M.M.J., Endendijk, J.J., Bouter, D.C., Grootendorst-van Mil, N.H., Hoogendijk, W.J.G., et al. (2022). Callous-unemotional traits and anxiety in adolescents: A latent profile analysis to identify different types of antisocial behavior in a high-risk community sample. Child and Adolescent Psychiatry and Mental Health, 16(1):58. https://doi.org/10.1186/s13034-022-00493-8

[149] Miller, J.D., Sleep, C., & Lynam, D.R. (2018). DSM-5 alternative model of personality disorder: Testing the trait perspective captured in Criterion B. Current Opinion in Psychology, 21:50-54. https://doi.org/10.1016/j.copsyc.2017.09.012

[150] Miller, N.V., Haas, S.M., Waschbusch, D.A., Willoughby, M.T., Helseth, S.A., Crum, K.I., et al. (2014). Behavior therapy and callous-unemotional traits: Effects of a pilot study examining modified behavioral contingencies on child behavior. Behavior Therapy, 45(5):606-618. https://doi.org/10.1016/j.beth.2013.10.006

[151] Miron, C.D., Satlof-Bedrick, E., & Waller, R. (2020). Longitudinal association between callous-unemotional traits and friendship quality among adjudicated adolescents. Journal of Adolescence, 81:19-26. https://doi.org/10.1016/j.adolescence.2020.03.010

[152] Mitchell, M.R., & Potenza, M.N. (2014). Addictions and personality traits: Impulsivity and related constructs. Current Behavioral Neuroscience Reports, 1(1):1-12. https://doi.org/10.1007/s40473-013-0001-y

[153] Mlouki, I., Bouanene, I., Sioud, I., Bchir, A., Al’absi, M., & El Mhamdi, S. (2021). Impulsivity mediates the impact of early life adversity on high risk behaviors among Tunisian adolescents. Preventive Medicine Reports, 23:101424. https://doi.org/10.1016/j.pmedr.2021.101424

[154] Molero Jurado, M.M., Pérez-Fuentes, M.C., Simón Márquez, M.M., Barragán Martín, A.B., Sisto, M., & Gázquez Linares, J.J. (2020). Relationship between impulsivity, sensation-seeking, and drug use in aggressors and victims of violence. Frontiers in Psychology, 11:600055. https://doi.org/10.3389/fpsyg.2020.600055

[155] Monaghan, C., & Bizumic, B. (2023). Dimensional models of personality disorders: Challenges and opportunities. Frontiers in Psychiatry, 14:1098452. https://doi.org/10.3389/fpsyt.2023.1098452

[156] Moore, J., Tam, L.Y.C., & Allen, J.L. (2024). When being bad feels good: A systematic review of the relationship between positive emotion and antisocial behavior in children and adolescents. Clinical Child and Family Psychology Review, 27(3):832-862. https://doi.org/10.1007/s10567-024-00493-4

[157] Morales-Vives, F., Cosi, S., Lorenzo-Seva, U., & Vigil-Colet, A. (2019). The INventory of callous-unemotional traits and antisocial behavior (INCA) for young people: Development and validation in a community sample. Frontiers in Psychology, 10:713. https://doi.org/10.3389/fpsyg.2019.00713

[158] Moreira, D., Silva, C., Moreira, P., Pinto, T.M., Costa, R., Lamela, D., et al. (2024). Addressing the complex links between psychopathy and childhood maltreatment, emotion regulation, and aggression-a network analysis in adults. Behavioral Sciences, (Basel), 14(2):115. https://doi.org/10.3390/bs14020115

[159] Moreira, P., Pedras, S., & Pombo, P. (2020). Students’ personality contributes more to academic performance than well-being and learning approach-implications for sustainable development and education. European Journal of Investigation in Health, 10(4):1132-1149. https://doi.org/10.3390/ejihpe10040079

[160] Morken, I.S., Wichstrøm, L., Steinsbekk, S., & Viddal, K.R. (2024). Depression and personality traits across adolescence-within-person analyses of a birth cohort. Research on Child and Adolescent Psychopathology, 52(8):1275-1287. https://doi.org/10.1007/s10802-024-01188-8

[161] Mund, M., Freuding, M.M., Möbius, K., Horn, N., & Neyer, F.J. (2020). The stability and change of loneliness across the life span: A meta-analysis of longitudinal studies. Personality and Social Psychology Review, 24(1):24-52. https://doi.org/10.1177/1088868319850738

[162] Murray, J., Farrington, D.P., & Sekol, I. (2012). Children’s antisocial behavior, mental health, drug use, and educational performance after parental incarceration: A systematic review and meta-analysis. Psychological Bulletin, 138(2):175-210. https://doi.org/10.1037/a0026407

[163] Naragon-Gainey, K., & Simms, L.J. (2017). Clarifying the links of conscientiousness with internalizing and externalizing psychopathology. Journal of Personality, 85(6):880-892. https://doi.org/10.1111/jopy.12295

[164] Nasti, C., Sangiuliano Intra, F., Palmiero, M., & Brighi, A. (2023). The relationship between personality and bullying among primary school children: The mediation role of trait emotion intelligence and empathy. International Journal of Clinical and Health Psychology, 23(2):100359. https://doi.org/10.1016/j.ijchp.2022.100359

[165] Nawi, A.M., Ismail, R., Ibrahim, F., Hassan, M.R., Manaf, M.R.A., Amit, N., et al. (2021). Risk and protective factors of drug abuse among adolescents: A systematic review. BMC Public Health, 21(1):2088. https://doi.org/10.1186/s12889-021-11906-2

[166] Nesi, J., Choukas-Bradley, S., & Prinstein, M. J. (2018). Transformation of adolescent peer relations in the social media context: Part 1-A theoretical framework and application to dyadic peer relationships. Clinical Child and Family Psychology Review, 21(3):267-294. https://doi.org/10.1007/s10567-018-0261-x

[167] O’Connell, M. (2023). Assessing patterns of anti-social and risky behaviour in the millennium cohort study-what are the roles of SES (socio-economic status), cognitive ability and personality? Behavioral Sciences (Basel), 13(1):46. https://doi.org/10.3390/bs13010046

[168] Oltmanns, J.R., Jackson, J.J., & Oltmanns, T.F. (2020). Personality change: Longitudinal self-other agreement and convergence with retrospective-reports. Journal of Personality and Social Psychology, 118(5):1065-1079. https://doi.org/10.1037/pspp0000238

[169] Osimo, S.A., Aiello, M., Gentili, C., Ionta, S., & Cecchetto, C. (2021). The influence of personality, resilience, and alexithymia on mental health during COVID-19 pandemic. Frontiers in Psychology, 12:630751. https://doi.org/10.3389/fpsyg.2021.630751

[170] Pace-Schott, E.F., Amole, M.C., Aue, T., Balconi, M., Bylsma, L.M., Critchley, H., et al. (2019). Physiological feelings. Neuroscience & Biobehavioral Reviews, 103:267-304. https://doi.org/10.1016/j.neubiorev.2019.05.002

[171] Panuccio, A., Biondo, D., Picerni, E., Genovesi, B., & Laricchiuta, D. (2022). Trauma-related internalizing and externalizing behaviors in adolescence: A bridge between psychoanalysis and neuroscience. Adolescents, 2(4):413-423. https://doi.org/10.3390/adolescents2040032

[172] Pasalich, D.S., Aquilina, B., Hassall, A., Goulter, N., Xyrakis, N., & Khoo, A. (2023). Childhood experiences of alternative care and callousness/unemotionality: A conceptual model, scoping review, and research agenda. Clinical Child and Family Psychology Review, 26(3):789-804. https://doi.org/10.1007/s10567-023-00445-4

[173] Paulus, F.W., Ohmann, S., Möhler, E., Plener, P., & Popow, C. (2021). Emotional dysregulation in children and adolescents with psychiatric disorders. A narrative review. Front Psychiatry, 12:628252. https://doi.org/10.3389/fpsyt.2021.628252

[174] Pechmann, C., Levine, L., Loughlin, S., & Leslie, F. (2005). Impulsive and self-conscious: Adolescents’ vulnerability to advertising and promotion. Journal of Public Policy & Marketing, 24(2):202-221. https://doi.org/10.1509/jppm.2005.24.2.202

[175] Pino, M.C., Giancola, M., Sannino, M., D’Amico, S., & Palmiero, M. (2024). Exploring the relationships between personality and psychological well-being: The mediating role of pro-environmental behaviors. Social Sciences, 13(6):278. https://doi.org/10.3390/socsci13060278

[176] Pisano, S., Muratori, P., Gorga, C., Levantini, V., Iuliano, R., Catone, G., et al. (2017). Conduct disorders and psychopathy in children and adolescents: Aetiology, clinical presentation and treatment strategies of callous-unemotional traits. Italian Journal of Pediatrics, 43(1):84. https://doi.org/10.1186/s13052-017-0404-6

[177] Quinn, P.D., & Harden, K.P. (2013). Differential changes in impulsivity and sensation seeking and the escalation of substance use from adolescence to early adulthood. Development and Psychopathology, 25(1):223-239. https://doi.org/10.1017/s0954579412000284

[178] Rakhshani, A., & Furr, R.M. (2021). The reciprocal impacts of adversity and personality traits: A prospective longitudinal study of growth, change, and the power of personality. Journal of Personality, 89(1):50-67. https://doi.org/10.1111/jopy.12541

[179] Ramião, E., Geraldo, A., Figueiredo, P., Barroso, R., & Barbosa, F. (2024). Do juveniles who have committed sexual offenses have higher callous-unemotional traits compared to juveniles who have committed general offenses? A systematic review. Behavioral Sciences, 14(7):525. https://doi.org/10.3390/bs14070525

[180] Reizer, A., Harel, T., & Ben-Shalom, U. (2023). Helping others results in helping yourself: How well-being is shaped by agreeableness and perceived team cohesion. Behavioral Sciences (Basel), 13(2):150. https://doi.org/10.3390/bs13020150

[181] Reniers, R.L., Murphy, L., Lin, A., Bartolomé S.P., & Wood, S.J. (2016). Risk perception and risk-taking behaviour during adolescence: The influence of personality and gender. PLoS One, 11(4):e0153842. https://doi.org/10.1371/journal.pone.0153842

[182] Rhoades, K.A., Leve, L.D., Eddy, J.M., & Chamberlain, P. (2016). Predicting the transition from juvenile delinquency to adult criminality: Gender-specific influences in two high-risk samples. Criminal Behaviour and Mental Health, 26(5):336-351. https://doi.org/10.1002/cbm.1957

[183] Robinson, O.C., Noftle, E.E., Guo, J., Asadi, S., & Zhang, X. (2015). Goals and plans for Big Five personality trait change in young adults. Journal of Research in Personality, 59:31-43 https://doi.org/10.1016/j.jrp.2015.08.002

[184] Rodgers, E.L., Beardslee, J., Cauffman, E., Frick, P.J., & Steinberg, L. (2024). Rearrest is associated with heightened callous-unemotional traits: No moderating effect of maternal relationship quality. Law and Human Behavior, 48(3):203-213. https://doi.org/10.1037/lhb0000567

[185] Rodríguez-Ruiz, J., Zych, I., Llorent, V.J., & Marín-López, I. (2021). A longitudinal study of preadolescent and adolescent substance use: Within-individual patterns and protective factors. International Journal of Clinical and Health Psychology, 21(3):100251. https://doi.org/10.1016/j.ijchp.2021.100251

[186] Romer, D. (2010). Adolescent risk taking, impulsivity, and brain development: Implications for prevention. Developmental Psychobiology, 52(3):263-276. https://doi.org/10.1002/dev.20442

[187] Romer, D., Reyna, V.F., & Satterthwaite, T.D. (2017). Beyond stereotypes of adolescent risk taking: Placing the adolescent brain in developmental context. Developmental Cognitive Neuroscience, 27:19-34. https://doi.org/10.1016/j.dcn.2017.07.007

[188] Ruiz, S.G., Brazil, I.A., & Baskin-Sommers, A. (2023). Distinct neurocognitive fingerprints reflect differential associations with risky and impulsive behavior in a neurotypical sample. Scientific Reports, 13(1):11782. https://doi.org/10.1038/s41598-023-38991-0

[189] Sahi, R.S., Eisenberger, N.I., & Silvers, J.A. (2023). Peer facilitation of emotion regulation in adolescence. Developmental Cognitive Neuroscience, 62:101262. https://doi.org/10.1016/j.dcn.2023.101262

[190] Sakki, H., Clair, M.S., Hwang, S., & Allen, J.L. (2023). The association between callous-unemotional traits and substance use in childhood and adolescence: A systematic review and meta-analysis. Journal of Affective Disorders, 338:502-517. https://doi.org/10.1016/j.jad.2023.06.051

[191] Sancassiani, F., Pintus, E., Holte, A., Paulus, P., Moro, M.F., Cossu, G., et al. (2015). Enhancing the emotional and social skills of the youth to promote their wellbeing and positive development: A systematic review of universal school-based randomized controlled trials. Clinical Practice & Epidemiology in Mental Health, 11(Suppl 1 M2):21-40. https://doi.org/10.2174/1745017901511010021

[192] Saunders, M.C., Anckarsäter, H., Lundström, S., Hellner, C., Lichtenstein, P., & Fontaine, N.M.G. (2019). The associations between callous-unemotional traits and symptoms of conduct problems, hyperactivity and emotional problems: A study of adolescent twins screened for neurodevelopmental problems. Journal of Abnormal Child Psychology, 47(3):447-457. https://doi.org/10.1007/s10802-018-0439-1

[193] Schüller, I., & Demetriou, Y. (2018). Physical activity interventions promoting social competence at school: A systematic review. Educational Research Review, 25:39-55. https://doi.org/10.1016/j.edurev.2018.09.001

[194] Sekaran, V.C., Prabhu, V., Ashok, L., D’Souza, B., Shetty, S.D., & Nair, R. (2024). Predictors of adolescent internalizing and externalizing mental health symptoms: A school-based study in Southern India. International Journal of Environmental Research and Public Health, 21(4):393. https://doi.org/10.3390/ijerph21040393

[195] Sesso, G., & Milone, A. (2022). Conduct disorder, empathy, and callous-unemotional traits. In: Martin, C., Preedy, V.R., & Patel, V.B. (eds.). Handbook of Anger, Aggression, and Violence. Berlin, Germany: Springer International Publishing, p. 1-26. https://doi.org/10.1007/978-3-030-98711-4_28-1

[196] Shafti, M., Taylor, P.J., Forrester, A., & Pratt, D. (2021). The co-occurrence of self-harm and aggression: A cognitive-emotional model of dual-harm. Frontiers in Psychology, 12:586135. https://doi.org/10.3389/fpsyg.2021.586135

[197] Shengyao, Y., Xuefen, L., Jenatabadi, H.S., Samsudin, N., Chunchun, K., & Ishak, Z. (2024). Emotional intelligence impact on academic achievement and psychological well-being among university students: The mediating role of positive psychological characteristics. BMC Psychology, 12(1):389. https://doi.org/10.1186/s40359-024-01886-4

[198] Shin, S.H., Hong, H.G., & Jeon, S.M. (2012). Personality and alcohol use: The role of impulsivity. Addictive Behaviors, 37(1):102-107. https://doi.org/10.1016/j.addbeh.2011.09.006

[199] Shirtcliff, E.A., Vitacco, M.J., Graf, A.R., Gostisha, A.J., Merz, J.L., & Zahn-Waxler, C. (2009). Neurobiology of empathy and callousness: Implications for the development of antisocial behavior. Behavioral Sciences & the Law, 27(2):137-171. https://doi.org/10.1002/bsl.862

[200] Shneor, R., Munim, Z.H., Zhu, H., & Alon, I. (2021). Individualism, collectivism and reward crowdfunding contribution intention and behavior. Electronic Commerce Research and Applications, 47:101045. https://doi.org/10.1016/j.elerap.2021.101045

[201] Shulman, E.P., Smith, A.R., Silva, K., Icenogle, G., Duell, N., Chein, J., & Steinberg, L. (2016). The dual systems model: Review, reappraisal, and reaffirmation. Developmental Cognitive Neuroscience, 17:103-117. https://doi.org/10.1016/j.dcn.2015.12.010

[202] Sica, C., Caudek, C., Colpizzi, I., Bottesi, G., Iannattone, S., & Patrick, C.J. (2024). Comparing the DSM-5 dimensional trait and triarchic model conceptions of psychopathy: An external validity analysis. Journal of Personality Disorders, 38(4):368-400. https://doi.org/10.1521/pedi.2024.38.4.368

[203] Silva, S., Figueiredo, P., Ramião, E., & Barroso, R. (2022). Childhood trauma and cyberbullying perpetration: The mediating role of callous-unemotional traits. Victims & Offenders, 1-15. https://doi.org/10.1080/15564886.2022.2126574

[204] Singer, T., Snozzi, R., Bird, G., Petrovic, P., Silani, G., Heinrichs, M., et al. (2008). Effects of oxytocin and prosocial behavior on brain responses to direct and vicariously experienced pain. Emotion, 8(6):781-791. https://doi.org/10.1037/a0014195

[205] Singh, V., Kumar, A., & Gupta, S. (2022). Mental health prevention and promotion-A narrative review. Frontiers in Psychiatry, 13:898009. https://doi.org/10.3389/fpsyt.2022.898009

[206] Skóra, M.N., Pattij, T., Beroun, A., Kogias, G., Mielenz, D., de Vries, T., et al. (2020). Personality driven alcohol and drug abuse: New mechanisms revealed. Neuroscience & Biobehavioral Reviews, 116:64-73. https://doi.org/10.1016/j.neubiorev.2020.06.023

[207] Sonne, J.W.H., & Gash, D.M. (2018). Psychopathy to altruism: Neurobiology of the selfish-selfless spectrum. Frontiers in Psychology, 9:575. https://doi.org/10.3389/fpsyg.2018.00575

[208] Sorić I., Penezić Z., & Burić I. (2017). The Big Five personality traits, goal orientations, and academic achievement. Learning and Individual Differences, 54:126-134. https://doi.org/10.1016/j.lindif.2017.01.024

[209] Soto, C.J., Napolitano, C.M., Sewell, M.N., Yoon, H.J., & Roberts, B.W. (2024). Going beyond traits: Social, emotional, and behavioral skills matter for adolescents’ success. Social Psychological and Personality Science, 15(1):33-45. https://doi.org/10.1177/19485506221127483

[210] Soutter, A.R.B., Bates, T.C., & Mõttus, R. (2020). Big Five and HEXACO personality traits, proenvironmental attitudes, and behaviors: A meta-analysis. Perspectives on Psychological Science, 15(4):913-941. https://doi.org/10.1177/1745691620903019

[211] Squillaci, M., & Benoit, V. (2021). Role of callous and unemotional (Cu) traits on the development of youth with behavioral disorders: A systematic review. International Journal of Environmental Research and Public Health, 18(9):4712. https://doi.org/10.3390/ijerph18094712

[212] Steinberg, L. (2008). A social neuroscience perspective on adolescent risk-taking. Developmental Review, 28(1):78-106. https://doi.org/10.1016/j.dr.2007.08.002

[213] Steinhoff, A., Johnson-Ferguson, L., Bechtiger, L., Murray, A., Hepp, U., Ribeaud, D., et al. ( 2023). Early adolescent predictors of young adults’ distress and adaptive coping during the COVID-19 pandemic: Findings from a longitudinal cohort study. Journal of Early Adolescence, 44(9):1250-1280. https://doi.org/10.1177/02724316231181660

[214] Sun, P., Liu, Z., Guo, Q., & Fan, J. (2019). Shyness weakens the agreeableness-prosociality association via social self-efficacy: A moderated-mediation study of chinese undergraduates. Frontiers in Psychology, 10:1084. https://doi.org/10.3389/fpsyg.2019.01084

[215] Swickert, R.J., Rosentreter, C.J., Hittner, J.B., & Mushrush, J.E. (2002). Extraversion, social support processes, and stress. Personality and Individual Differences, 32(5):877-891. https://doi.org/10.1016/S0191-8869(01)00093-9

[216] Tackman, A.M., Srivastava, S., Pfeifer, J.H., & Dapretto, M. (2017). Development of conscientiousness in childhood and adolescence: Typical trajectories and associations with academic, health, and relationship changes. Journal of Research in Personality, 67:85-96. https://doi.org/10.1016/j.jrp.2016.05.002

[217] Tarsha, M.S., & Narvaez, D. (2023). The evolved nest, oxytocin functioning, and prosocial development. Frontiers in Psychology, 14:1113944. https://doi.org/10.3389/fpsyg.2023.1113944

[218] Tharshini, N.K., Ibrahim, F., Kamaluddin, M.R., Rathakrishnan, B., & Che Mohd Nasir, N. (2021). The link between individual personality traits and criminality: A systematic review. International Journal of Environmental Research and Public Health, 18(16):8663. https://doi.org/10.3390/ijerph18168663

[219] Thøgersen, D.M., Elmose, M., Viding, E., McCrory, E., & Bjørnebekk, G. (2022). Behavioral improvements but limited change in callous-unemotional traits in adolescents treated for conduct problems. Journal of Child and Family Studies, 31(12):3342-3358. https://doi.org/10.1007/s10826-022-02435-6

[220] Thompson, D.F., Ramos, C.L., & Willett, J.K. (2014). Psychopathy: Clinical features, developmental basis and therapeutic challenges. Journal of Clinical Pharmacy and Therapeutics, 39(5):485-495. https://doi.org/10.1111/jcpt.12182

[221] Todorov, J.J., Devine, R.T., & De Brito, S.A. (2023). Association between childhood maltreatment and callous-unemotional traits in youth: A meta-analysis. Neuroscience & Biobehavioral Reviews, 146:105049. https://doi.org/10.1016/j.neubiorev.2023.105049

[222] Tooley, U.A., Bassett, D.S., & Mackey, A.P. (2021). Environmental influences on the pace of brain development. Nature Reviews Neuroscience, 22(6):372-384. https://doi.org/10.1038/s41583-021-00457-5

[223] Trivedi-Bateman, N., & Crook, E.L. (2022). The optimal application of empathy interventions to reduce antisocial behaviour and crime: A review of the literature. Psychology, Crime & Law, 28(8):796-819. https://doi.org/10.1080/1068316X.2021.1962870

[224] Tuvblad, C., & Beaver, K.M. (2013). Genetic and environmental influences on antisocial behavior. Journal of Criminal Justice, 41(5):273-276. https://doi.org/10.1016/j.jcrimjus.2013.07.007

[225] Tzouvara, V., Kupdere, P., Wilson, K., Matthews, L., Simpson, A., & Foye, U. (2023). Adverse childhood experiences, mental health, and social functioning: A scoping review of the literature. Child Abuse & Neglect, 139:106092. https://doi.org/10.1016/j.chiabu.2023.106092

[226] Van den Akker, A.L., Briley, D.A., Grotzinger, A.D., Tackett, J.L., Tucker-Drob, E.M., & Harden, K.P. (2021). Adolescent Big Five personality and pubertal development: Pubertal hormone concentrations and self-reported pubertal status. Developmental Psychology, 57(1):60-72. https://doi.org/10.1037/dev0001135

[227] Van Eldik, W.M., de Haan, A.D., Arends, L.R., & Prinzie, P. (2021). Moderation of associations between interparental stress and (mal)adaptation by adolescents’ personality: Contrasting differential susceptibility and diathesis-stress models. Journal of Personality, 89(4):617-633. https://doi.org/10.1111/jopy.12603

[228] Vanhalst, J., Klimstra, T.A., Luyckx, K., Scholte, R.H.J., Engels, R.C.M.E., & Goossens, L. (2012). The interplay of loneliness and depressive symptoms across adolescence: Exploring the role of personality traits. Journal of Youth and Adolescence, 41(6):776-787. https://doi.org/10.1007/s10964-011-9726-7

[229] Vasconcelos, M., Viding, E., Sebastian, C.L., Faria, S., Almeida, P.R., Gonçalves, Ó.F., et al. (2021). Callous-unemotional traits moderate anticipated guilt and wrongness judgments to everyday moral transgressions in adolescents. Frontiers in Psychiatry, 12:625328. https://doi.org/10.3389/fpsyt.2021.625328

[230] Verdejo-García, A., Lawrence, A.J., & Clark, L. (2008). Impulsivity as a vulnerability marker for substance-use disorders: Review of findings from high-risk research, problem gamblers and genetic association studies. Neuroscience & Biobehavioral Reviews, 32(4):777-810. https://doi.org/10.1016/j.neubiorev.2007.11.003

[231] Waaler, P.M., Bergseth, J., Vaskinn, L., Espenes, K., Holtan, T., Kjøbli, J., et al. (2024). Identification of treatment elements for adolescents with callous unemotional traits: A systematic narrative review. Child and Adolescent Psychiatry and Mental Health, 18(1):110. https://doi.org/10.1186/s13034-024-00792-2

[232] Wallace, L., Fido, D., Sumich, A.L., & Heym, N. (2022). A systematic review on the current conceptualisations of successful psychopathy. Forensic Science International: Mind and Law, 3:100076. https://doi.org/10.1016/j.fsiml.2022.100076

[233] Waller, R., Wagner, N.J., Barstead, M.G., Subar, A., Petersen, J.L., Hyde, J.S., et al. (2020). A meta-analysis of the associations between callous-unemotional traits and empathy, prosociality, and guilt. Clinical Psychology Review, 75:101809.https://doi.org/10.1016/j.cpr.2019.101809

[234] Wang, H., Liu, Y., Wang, Z., & Wang, T. (2023). The influences of the Big Five personality traits on academic achievements: Chain mediating effect based on major identity and self-efficacy. Frontiers in Psychology, 14:1065554. https://doi.org/10.3389/fpsyg.2023.1065554

[235] Wasserman, A.M., Mathias, C.W., Hill-Kapturczak, N., Karns- Wright, T.E., & Dougherty, D.M. (2020). The development of impulsivity and sensation seeking: Associations with substance use among at-risk adolescents. Journal of Research on Adolescence, 30(4):1051-1066. https://doi.org/10.1111/jora.12579

[236] Watts, L.L., Hamza, E.A., Bedewy, D.A., & Moustafa, A.A. (2024). A meta-analysis study on peer influence and adolescent substance use. Current Psychology, 43(5):3866-3881. https://doi.org/10.1007/s12144-023-04944-z

[237] Waugh, M.H., Hopwood, C.J., Krueger, R.F., Morey, L.C., Pincus, A.L., & Wright, A.G.C. (2017). Psychological assessment with the DSM-5 alternative model for personality disorders: Tradition and innovation. Professional Psychology: Research and Practice, 48(2):79-89. https://doi.org/10.1037/pro0000071

[238] Weinstein, A., & Dannon, P. (2015). Is impulsivity a male trait rather than female trait? Exploring the sex difference in impulsivity. Current Behavioral Neuroscience Reports, 2(1):9-14. https://doi.org/10.1007/s40473-015-0031-8

[239] Wesarg-Menzel, C., Ebbes, R., Hensums, M., Wagemaker, E., Zaharieva, M.S., Staaks, J.P.C., et al. (2023). Development and socialization of self-regulation from infancy to adolescence: A meta-review differentiating between self-regulatory abilities, goals, and motivation. Developmental Review, 69:101090. https://doi.org/10.1016/j.dr.2023.101090

[240] Widiger, T.A., & McCabe, G.A. (2020). The alternative model of personality disorders (AMPD) from the perspective of the five-factor model. Psychopathology, 53(3-4):149-156. https://doi.org/10.1159/000507378

[241] Widiger, T.A., & Oltmanns, J.R. (2017). Neuroticism is a fundamental domain of personality with enormous public health implications. World Psychiatry, 16(2):144-145. https://doi.org/10.1002/wps.20411

[242] Willoughby, T., Heffer, T., Good, M., & Magnacca, C. (2021). Is adolescence a time of heightened risk taking? An overview of types of risk-taking behaviors across age groups. Developmental Review, 61:100980. https://doi.org/10.1016/j.dr.2021.100980

[243] Winters, D.E., Pruitt, P., Damoiseaux, J., & Sakai, J.T. (2022). Callous-unemotional traits in adolescents moderate neural network associations with empathy. Psychiatry Research: Neuroimaging, 320:111429. https://doi.org/10.1016/j.pscychresns.2021.111429

[244] Winters, K.C., Botzet, A.M., Fahnhorst, T., Baumel, L., & Lee, S. (2009). Impulsivity and its relationship to risky sexual behaviors and drug abuse. Journal of Child & Adolescent Substance Abuse, 18(1):43-56. https://doi.org/10.1080/15470650802541095

[245] Yang, T., Guo, Z., Zhu, X., Liu, X., & Guo, Y. (2023). The interplay of personality traits, anxiety, and depression in Chinese college students: A network analysis. Frontiers in Public Health, 11:1204285. https://doi.org/10.3389/fpubh.2023.1204285

[246] Yang, Y., Yu, J., Zhang, S., & Xie, Q. (2024). Childhood maltreatment and psychopathy in Chinese juvenile offenders: Person-centered perspective. BMC Psychology, 12(1):134. https://doi.org/10.1186/s40359-024-01634-8

[247] Yildirim, D., Vives, J., & Ballespí S. (2023). Meta-mood knowledge moderates the relationship between neuroticism and depression but not between neuroticism and anxiety in a sample of nonclinical adolescents. Current Psychology, 42(22):19161-19168. https://doi.org/10.1007/s12144-022-02864-y

[248] Zhang, L., Zhang, C., & Shang, L. (2016). Sensation-seeking and domain-specific risk-taking behavior among adolescents: Risk perceptions and expected benefits as mediators. Personality and Individual Differences, 101:299-305. https://doi.org/10.1016/j.paid.2016.06.002

[249] Zhang, Y., Li, Z., Tan, Y., Zhang, X., Zhao, Q., & Chen, X. (2021). The influence of personality traits on school bullying: A moderated mediation model. Frontiers in Psychology, 12:650070. https://doi.org/10.3389/fpsyg.2021.650070

[250] Zhou, K., Zhu, X., & Chen, B.B. (2024). Understanding the link between social relationships and adolescent Internet addiction: Perspectives from two approaches to well-being. Computers in Human Behavior, 151:107995. https://doi.org/10.1016/j.chb.2023.107995

[251] Zhu, Z., Qin, S., Dodd, A., & Conti, M. (2023). Understanding the relationships between emotion regulation strategies and Big Five personality traits for supporting effective emotion regulation tools/interventions design. Advanced Design Research, 1(1):38-49. https://doi.org/10.1016/j.ijadr.2023.06.001