Longitudinal links between identity and substance use in adolescence

References

• Akse, J., Hale, B., Engels, R., Raaijmakers, Q., & Meeus, W. (2007). Co-occurrence of depression and delinquency in personality types. European Journal of Personality, 21(2), 235–256. https://doi.org/https://doi.org/10.1002/per.604
   Web of Science ®Google Scholar
• American Academy of Pediatrics Committee on Nutrition, and Council on Sports Medicine and Fitness. (2011). Sport drinks and energy drinks for children and adolescents. Are They Appropriate? Pediatrics, 127(6), 1182–1189. https://doi.org/https://doi.org/10.1542/peds.2011-0965
   PubMed Web of Science ®Google Scholar
• Anthis, K. S. (2002). On the calamity theory of growth: The relationship between stressful life events and changes in identity over time. Identity: An International Journal of Theory and Research, 2(3), 229–240. https://doi.org/https://doi.org/10.1207/S1532706XID0203_03
   Google Scholar
• Arnett, J. J. (2005). The developmental context of substance use in emerging adulthood. The Journal of Drug Issues, 35(2), 235–254. https://doi.org/https://doi.org/10.1177/002204260503500202
   Web of Science ®Google Scholar
• Arria, A. M., Caldeira, K. M., Bugbee, B. A., Vincent, K. B., & O’Grady, K. E. (2017). Energy drink use trajectories predict substance use outcomes. Drug and Alcohol Dependence, 171, e2–e226. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2016.08.045
   Google Scholar
• Auerbach, S. (2007). From moral supporters to struggling advocates: Reconceptualizing parent roles in education through the experience of working-class families of color. Urban Education, 42(3), 250–283. https://doi.org/https://doi.org/10.1177/0042085907300433
   Web of Science ®Google Scholar
• Azagba, S., Langille, D., & Asbridge, M. (2014). An emerging adolescent health risk: Caffeinated energy drink consumption patterns among high school students. Preventive Medicine, 62, 54–59. https://doi.org/https://doi.org/10.1016/j.ypmed.2014.01.019
   PubMed Web of Science ®Google Scholar
• Bailey, J. A., Hill, K. G., Guttmannova, K., Oesterle, S., Hawkins, J. D., Catalano, R. F., & McMahon, R. J. (2013). The association between parent early adult drug use disorder and later observed parenting practices and child behavior problems: Testing alternate models. Developmental Psychology, 49(5), 887–889. https://doi.org/https://doi.org/10.1037/a029235
   PubMed Web of Science ®Google Scholar
• Baumrind, D., & Moselle, K. A. (1985). A developmental perspective on adolescent drug use. Advances in Alcohol and Substance Use, 5(3–4), 41–67. https://doi.org/https://doi.org/10.1300/J251v04n03_03
   Google Scholar
• Becht, A. I., Branje, S. J. T., Vollebergh, W. A. M., Maciejewski, D. F., Van Lier, P. A. C., Koot, H. M., Denissen, J. J. A., & Meeus, W. H. J. (2016). Assessment of identity during adolescence using daily diary methods: Measurement invariance across time and sex. Psychological Assessment, 28(6), 660–672. https://doi.org/https://doi.org/10.1037/pas0000204
   PubMed Web of Science ®Google Scholar
• Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. https://doi.org/https://doi.org/10.1037/0033-2909.107.2.238
   PubMed Web of Science ®Google Scholar
• Berzonsky, M. D. (2003). Identity style and well-being: Does commitment matter? Identity, 3(2), 131–142. https://doi.org/https://doi.org/10.1207/S1532706XID030203
   Google Scholar
• Bogaerts, A., Claes, L., Bastiaens, T., & Luyckx, K. (2020). Personality disorder symptomatology in Belgian emerging adults: Associations with identity processes and statuses. European Journal of Development Psychology, 1–21. Advance online publication. https://doi.org/https://doi.org/10.1080/17405629.2020.1764842
   Google Scholar
• Central Bureau for Statistics. (2018, October). Leerlingen, deelnemers en studenten; onderwijssoort, woonregio [Students and participants; types of education, region]. Retrieved from https://statline.cbs.nl/Statweb/publication/?DM=SLNL&PA=71450ned&D1=0&D2=0&D3=0&D4=a&D5=0&D6=0&D7=14&HDR=G1,T,G2,G4,G6,G5&STB=G3&VW=T
   Google Scholar
• Chassin, L., Dmitrieva, J., Modecki, K., Steinberg, L., Cauffman, E., Piquero, A. R., Knight, G. P., & Losoya, S. H. (2010). Does adolescent alcohol and marijuana use predict suppressed growth in psychosocial maturity among male juvenile offenders? Psychology of Addictive Behaviors, 24(1), 48–60. https://doi.org/https://doi.org/10.1037/a0017692
   PubMed Web of Science ®Google Scholar
• Chen, F. F. (2007). Sensitivity of Goodness of Fit Indexes to lack of measurement invariances. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/https://doi.org/10.1080/10705510701301834
   Web of Science ®Google Scholar
• Cox, R. G., Zhang, L., Johnson, W. D., & Bender, D. R. (2007). Academic performance and substance use: Findings from a state survey of public high school students. Journal of School Health, 77(3), 109–115. https://doi.org/https://doi.org/10.1111/j.1746-1561.2007.00179
   PubMed Web of Science ®Google Scholar
• Crocetti, E., Klimstra, T. A., Keijsers, L., Hale, W. W., III, & Meeus, W. (2009). Anxiety trajectories and identity development in adolescence: A five-wave longitudinal study. Journal of Youth and Adolescence, 38(6), 839–849. https://doi.org/https://doi.org/10.1007/s10964-008-9302-y
   PubMed Web of Science ®Google Scholar
• Crocetti, E., Rubini, M., Luyckx, K., & Meeus, W. (2008). Identity formation in early and middle adolescents from various ethnic groups: From three dimensions to five statuses. Journal of Youth and Adolescence, 37(8), 983–996. https://doi.org/https://doi.org/10.1007/s10964-007-9222-2
   Web of Science ®Google Scholar
• Crocetti, E., Schwartz, S. J., Fermani, A., & Meeus, W. (2010). The Utrecht-Management of Identity Commitments Scale (U-MICS): Italian validation and cross-national comparisons. European Journal of Psychological Assessment, 26(3), 172–186. https://doi.org/https://doi.org/10.1027/1015-5759/a000024
   Web of Science ®Google Scholar
• Crocetti, E., Scrignaro, M., Sica, L. S., & Magrin, M. E. (2012). Correlates of identity configurations: Three studies with adolescent and emerging adult cohorts. Journal of Youth and Adolescents, 41(6), 732–748. https://doi.org/https://doi.org/10.1007/s1096-011-9702-2
   Google Scholar
• Denissen, J. J. A., Van Aken, M. A. G., Penke, L., & Wood, D. (2013). Self-regulation underlies temperament and personality: An integrative developmental framework. Child Development Perspectives, 7(4), 255–260. https://doi.org/https://doi.org/10.1111/cdep.12050
   Web of Science ®Google Scholar
• Dishion, T. J., Capaldi, D., Spracklen, K. M., & Li, F. (1995). Peer ecology of male adolescent drug use. Development and Psychopathology, 7(4), 803–824. https://doi.org/https://doi.org/10.1017/S0954579400006854
   Web of Science ®Google Scholar
• Ellickson, P. L., Tucker, J. S., Klein, D. J., & Saner, H. (2004). Antecedents and outcomes of marijuana use initiation during adolescence. Preventive Medicine, 39(5), 976–984. https://doi.org/https://doi.org/10.1016/j.ypmed.2004.04.013
   PubMed Web of Science ®Google Scholar
• Erikson, E. H. (1950). Childhood and society. Norton.
   Google Scholar
• Erikson, E. H. (1968). Identity: Youth and crisis. Norton.
   Google Scholar
• Fiske, A. P. (1992). The four elementary forms of sociality: Framework for a unified theory of social relations. Psychological Review, 99(4), 689–723. https://doi.org/https://doi.org/10.1037/0033-295X.99.4.689
   PubMed Web of Science ®Google Scholar
• Goossens, L. (2001). Global versus domain-specific statuses in identity research: A comparison of two self-report measures. Journal of Adolescence, 24(6), 681–699. https://doi.org/https://doi.org/10.1006/jado.2001.0438
   PubMed Web of Science ®Google Scholar
• Gore, P. A., Jr. (2000). Cluster analysis. In H. E. A. Tinsley & S. D. Brown (Eds.), Handbook of applied multivariate statistics and mathematical modeling (pp. 297–321). Academic Press.
   Google Scholar
• Grotevant, H. (1987). Toward a process model of identity formation. Journal of Adolescent Research, 2(3), 203–222. https://doi.org/https://doi.org/10.1177/074355488723003
   Google Scholar
• Grotevant, H. D., Thorbecke, W., & Meyer, M. L. (1982). An extension of Marcia’s identity status interview into the interpersonal domain. Journal of Youth and Adolescence, 11(1), 33–47. https://doi.org/https://doi.org/10.1007/BF01537815
   PubMed Web of Science ®Google Scholar
• Hathaway, A. D., Comeau, N. C., & Erickson, P. G. (2011). Cannabis normalization and stigma: Contemporary practices of moral regulation. Criminology and Criminal Justice, 11(5), 451–469. https://doi.org/https://doi.org/10.1177/1748895811415345
   Web of Science ®Google Scholar
• Health and Social Care Information Centre. (2013). Smoking, drinking and drug use among young people in England in 2013. NatCen Social Research.
   Google Scholar
• Heaven, P. C. L., Ciarrochi, J., & Vialle, W. (2008). Self-nominated peer crowds, school achievement, and psychological adjustment in adolescents: Longitudinal analysis. Personality and Individual Differences, 44(4), 977–988. https://doi.org/https://doi.org/10.1016/j.paid.2007.10.031
   Web of Science ®Google Scholar
• Howell, D. C. A. 2010. Statistical methods for psychology. Belmont, CA: Cengage Wadsworth. Johnston, L. D., Miech, R. A., O’Malley, P. M., Bachman, J. G., Schulenberg, J. E., & Patrick, M. E. (2019). Monitoring the Future national survey results on drug use 1975-2018: Overview, key findings on adolescent drug use. Institute for Social Research, University of Michigan.
   Google Scholar
• Jones, R. M., & Hartmann, B. R. (1988). Ego identity: Developmental differences and experimental substance use among adolescents. Journal of Adolescence, 11(4), 347–360. https://doi.org/https://doi.org/10.1016/S0140-1971(88)80034-4
   PubMed Web of Science ®Google Scholar
• Keijsers, L., Branje, S., Hawk, S. T., Schwartz, S., Frijns, T., Koot, H. M., van Lier, P., & Meeus, W. (2012). Forbidden friends as forbidden fruit: Parental supervision of friendships, contact with deviant peers, and adolescent delinquency. Child Development, 83(2), 651–666. https://doi.org/https://doi.org/10.1111/j.1467-8624.2011.01701.x
   PubMed Web of Science ®Google Scholar
• Khantzian, E. J. (1987). The self-medication hypothesis of addictive disorders: Focus on heroin and cocaine dependence. In D. F. Allen (Ed.), The Cocaine Crisis (pp. 65–74). Springer.
   Google Scholar
• Khantzian, E. J. (2003). The self-medication hypothesis revisited: The dually diagnosed patient. Primary Psychiatry, 10(9), 47–48, 53–54. Retrieved from https://psycnet.apa.org/record/2004-12642-006
   Google Scholar
• Kilmer, B., & Pacula, R. L. (2016). Understanding and learning from the diversification of cannabis supply laws. Addiction, 112(7), 1128–1135. https://doi.org/https://doi.org/10.1111/add.13623
   PubMed Web of Science ®Google Scholar
• Klimstra, T. A., Crocetti, E., Hale, W. W., Kolman, A. I. M., Fortanier, E., & Meeus, W. H. J. (2011). Identity formation in juvenile delinquents and clinically referred youth. European Review of Applied Psychology, 61(3), 123–130. https://doi.org/https://doi.org/10.1016/j/erap.2011.05.002
   Web of Science ®Google Scholar
• Klimstra, T. A., & Denissen, J. J. A. (2017). A theoretical framework for the associations between identity and psychopathology. Developmental Psychology, 53(11), 2052–2065. https://doi.org/https://doi.org/10.1037/dev0000356
   PubMed Web of Science ®Google Scholar
• Klimstra, T. A., Hale, W. W., III, Raaijmakers, Q. A. W., Branje, S. J. T., & Meeus, W. H. J. (2010). Identity formation in adolescence: Change or stability? Journal of Youth and Adolescence, 39(2), 150–162. https://doi.org/https://doi.org/10.1007/s10964-009-9401-4
   PubMed Web of Science ®Google Scholar
• Klimstra, T. A., Luyckx, K., Hale, W. W., III, & Goossens, L. (2014). Personality and externalizing behavior in the transition to young adulthood: The additive value of personality facets. Social Psychiatry and Psychiatric Epidemiology, 49(8), 1319–1333. https://doi.org/https://doi.org/10.1007/s00127-014-0827-y
   PubMed Web of Science ®Google Scholar
• Kroger, J., Martinussen, M., & Marcia, J. E. (2010). Identity status change during adolescence and young adulthood: A meta-analysis. Journal of Adolescence, 33(5), 683–698. https://doi.org/https://doi.org/10.1016/j.adolescence.2009.11.002
   PubMed Web of Science ®Google Scholar
• Krueger, R. F., Schmutte, P. S., Caspi, A., Moffitt, T. E., Campbell, K., & Silva, P. A. (1994). Personality traits are linked to crime among men and women: Evidence from a birth cohort. Journal of Abnormal Psychology, 103(2), 328–338. https://doi.org/https://doi.org/10.021/843X/94/S3.00
   PubMed Web of Science ®Google Scholar
• Little, R. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association, 83(404), 1198–1202. https://doi.org/https://doi.org/10.1080/01621459.1988.10478722
   Web of Science ®Google Scholar
• Lo, Y. T., Mendell, N. R., & Rubin, D. B. (2001). Testing the number of components in a normal mixture. Biometrika, 88(3), 767–778. https://doi.org/https://doi.org/10.1093/biomet/88.3.767
   Web of Science ®Google Scholar
• Low, N. C., Dugas, E., O’Loughlin, E., Rodriguez, D., Contreras, G., Chaiton, M., & O’Loughlin, J. (2012). Common stressful life events and difficulties are associated with mental health symptoms and substance use in young adolescents. BMC Psychiatry, 12(1), 116. https://doi.org/https://doi.org/10.1186/1471-244X-12-116
   PubMed Web of Science ®Google Scholar
• Ludden, A. B., & Wolfson, A. R. (2010). Understanding adolescent caffeine use: Connecting use patterns with expectancies, reasons, and sleep. Health Education & Behavior, 37(3), 330–342. https://doi.org/https://doi.org/10.1177/1090198109341783
   PubMed Web of Science ®Google Scholar
• Luyckx, K., Goossens, L., Soenens, B., Beyers, W., & Vansteenkiste, M. (2005). Identity statuses based on 4 rather than 2 identity dimensions: Extending and refining Marcia’s paradigm. Journal of Youth and Adolescence, 34(6), 605–618. https://doi.org/https://doi.org/10.1007/s10964-005-8949-x
   Web of Science ®Google Scholar
• Luyckx, K., Schwartz, S. J., Berzonsky, M. D., Soenens, B., Vansteenkiste, M., Smits, I., & Goossens, L. (2008). Capturing ruminative exploration: Extending the four-dimensional model of identity formation in late adolescence. Journal of Research in Personality, 42(1), 58–82. https://doi.org/https://doi.org/10.1016/j.jrp.2007.04.004
   Web of Science ®Google Scholar
• Luyckx, K., Soenens, B., Goossens, L., & Vansteenkiste, M. (2007). Parenting, identity formation, and college adjustment: A mediation model with longitudinal data. Identity: An International Journal of Theory and Research, 7(4), 309–330. https://doi.org/https://doi.org/10.1080/15283480701600785
   Google Scholar
• Magidson, J., & Vermunt, J. (2002). Latent class models for clustering: A comparison with k-means. Canadian Journal of Marketing Research, 20, 36–43.
   Google Scholar
• Marcia, J. E. (1966). Development and validation of ego-identity status. Journal of Personality and Social Psychology, 3(5), 551–558. https://doi.org/https://doi.org/10.1037/h0023281
   PubMed Web of Science ®Google Scholar
• Meeus, W. (2011). The study of adolescent identity formation 2000-2010: A review of longitudinal research. Journal of Research on Adolescence, 21(1), 75–94. https://doi.org/https://doi.org/10.1111/j.1532-7795.2010.00716.x
   Web of Science ®Google Scholar
• Meeus, W., Van de Schoot, R., Keijsers, L., Schwartz, S. J., & Branje, S. (2010). On the progression and stability of adolescent identity formation. A five-wave longitudinal study in early-to-middle and middle-to-late adolescence. Child Development, 81(5), 1565–1581. .1467-8624.2010.01492.x
   PubMed Web of Science ®Google Scholar
• Mercer, N., Farrington, D. P., Ttofi, M. M., Keijsers, L., Branje, S., & Meeus, W. (2016). Childhood predictors and adult life success of adolescent delinquency abstainers. Journal of Abnormal Child Psychology, 44(3), 613–624. https://doi.org/https://doi.org/10.1007/s10802-015-0061-4
   PubMed Web of Science ®Google Scholar
• Milich, R., Lynam, D., Zimmerman, R., Logan, T. K., Martin, C., Leukefeld, C., Clayton, R., Portis, C., & Miller, J. (2000). Differences in young adult psychopathology among drug abstainers, experimenters, and frequent users. Journal of Substance Abuse, 11(1), 69–88. 69–88.
   PubMedGoogle Scholar
• Miyake, E. R., & Marmorstein, N. R. (2015). Energy drink consumption and later alcohol use among early adolescents. Addictive Behaviors, 43, 60–65. https://doi.org/https://doi.org/10.1016/j.addbeh.2014.12.009
   PubMed Web of Science ®Google Scholar
• Moffitt, T. E. (1993). Adolescence-limited and life-course-persistent antisocial behavior. Psychological Review, 100(4), 674–701. https://doi.org/https://doi.org/10.1037/0033-295X.100.4.674
   PubMed Web of Science ®Google Scholar
• Moffitt, T. E. (2018). Male antisocial behaviour in adolescence and beyond. Nature Human Behavior, 2(3), 177–186. https://doi.org/https://doi.org/10.1038/s41562-018-0309-4
   PubMed Web of Science ®Google Scholar
• Moffitt, T. E., Caspi, A., Dickson, N., Silva, P., & Stanton, W. (1996). Childhood-onset versus adolescent-onset antisocial conduct problems in males: Natural history from ages 3 to 18 years. Development and Psychopathology, 8(2), 399–424.
   Web of Science ®Google Scholar
• Nelemans, S. A., Hale, W. W., III, Raaijmakers, Q. A. W., Branje, S. J. T., van Lier, P. A. C., & Meeus, W. H. J. (2016). Longitudinal associations between social anxiety symptoms and cannabis use throughout adolescence: The role of peer involvement. European Child & Adolescent Psychiatry, 25(5), 483–492. https://doi.org/https://doi.org/10.1007/s00787-015-0747-8
   PubMed Web of Science ®Google Scholar
• Nelemans, S. A., Hale, W. W. III, Branje, S. J. T., Raaijmakers, Q. A. W., Frijns, T., Van Lier, P. A. C., & Meeus, W. H. J. (2014). Heterogeneity in development of adolescent anxiety disorder symptoms in an 8-year longitudinal community study. Development and Psychopathology, 26, 181–202. https://doi.org/https://doi.org/10.1017/S0954579413000503
   PubMed Web of Science ®Google Scholar
• Newcomb, M. D., & Bentler, P. M. (1988). Consequences of adolescent drug use: Impact on the lives of young adults. Sage Publications.
   Google Scholar
• Peeters, M., Zondervan-Zwijnenburg, M., Vink, G., & Van de Schoot, R. (2015). How to handle missing data: A comparison of different approaches. European Journal of Developmental Psychology, 12(4), 377–394. https://doi.org/https://doi.org/10.1080/1705629.2015.1049526
   Web of Science ®Google Scholar
• Podsakoff, P. M., MacKenzie, S. B., & Podsakoff, N. P. (2012). Sources of method bias in social science research and recommendations on how to control it. Annual Review of Psychology, 65(1), 539–569.
   Web of Science ®Google Scholar
• Pop, E. I., Negru-Subtirica, O., Crocetti, E., Opre, A., & Meeus, W. (2016). On the interplay between academic achievement and educational identity: A longitudinal study. Journal of Adolescence, 47, 135–144. https://doi.org/https://doi.org/10.1016/j.adolescence.2015.11.004
   PubMed Web of Science ®Google Scholar
• Reissig, C. J., Strain, E. C., & Griffiths, R. R. (2009). Caffeinated energy drinks – A growing problem. Drug and Alcohol Dependence, 99(1–3), 1–10. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2008.08.001
   PubMed Web of Science ®Google Scholar
• Reyna, V. F., & Mills, B. A. (2014). Theoretically motivated interventions for reducing sexual risk taking in adolescence: A randomized controlled experiment applying fuzzy-trace theory. Journal of Experimental Psychology. General, 143(4), 1627–1648. https://doi.org/https://doi.org/10.1037/a0036717
   PubMed Web of Science ®Google Scholar
• Ridenour, T. A., Tarter, R. E., Reynolds, M., Mezzich, A., Kirisci, L., & Vanyukov, M. (2009). Neurobehavior disinhibition, parental substance use disorder, neighbourhood quality and development of cannabis use disorder in boys. Drug and Alcohol Dependence, 102(1–3), 71–77. https://doi.org/https://doi.org/10.1016/j.drugalcdep.2009.01.009
   PubMed Web of Science ®Google Scholar
• Ryan, R. M., Deci, E. L., Grolnick, W., & La Guardia, J. (2006). The significance of autonomy and autonomy support in psychological development and psychopathology. In D. Cicchetti & D. J. Cohen (Eds.), Developmental psychopathology: Volume I: Theory and Method (pp. 795–849). Wiley.
   Google Scholar
• Sandhu, D., Singh, B., Tung, S., & Kundra, N. (2012). Adolescent identity formation, psychological well-being, and parental attitudes. Pakistan Journal of Psychological Research, 27(1), 89–105. Retrieved from https://psycnet.apa.org/record/2012-30966-006
   Google Scholar
• Schwartz, S. J., Luyckx, K., & Crocetti, E. (2015). What have we learned since Schwartz (2001)? A reappraisal of the field of identity development. In K. C. McLean & M. Syed (Eds.), Oxford library of psychology. The Oxford handbook of identity development (pp. 539–561). Oxford University Press.
   Google Scholar
• Schwartz, S. J., Beyers, W., Luyckx, K., Soenens, B., Zamboanga, B. L., Forthun, L. F., Waterman, A. S., Hardy, S. A., Vazsonyi, A. T., Ham, L. S., Kim, S. Y., & Whitbourne, S. K. (2011). Examining the light and dark sides of emerging adults’ identity: A study of identity status differences in positive and negative psychosocial functioning. Journal of Youth and Adolescence, 40(7), 839–859. https://doi.org/https://doi.org/10.1007/s10964-010-9606-6
   PubMed Web of Science ®Google Scholar
• Schwartz, S. J., Mason, C. A., Pantin, H., & Szapocznik, J. (2008). Effects of family functioning and identity confusion on substance use and sexual behavior in Hispanic immigrant early adolescents. Identity: An International Journal of Theory and Research, 8(2), 107–124. https://doi.org/https://doi.org/10.1080/15283480801938440
   PubMedGoogle Scholar
• Schwartz, S. J., Pantin, H., Prado, G., Sullivan, S., & Szapocznik, J. (2005). Family functioning, identity, and problem behavior in Hispanic immigrant early adolescents. The Journal of Early Adolescence, 25(4), 392–420. https://doi.org/https://doi.org/10.1177/0272431605279843
   PubMed Web of Science ®Google Scholar
• Schwarz, G. (1978). Estimating the dimension of a model. Annals of Statistics, 6(2), 461–464. https://doi.org/https://doi.org/10.2307/2958889
   Web of Science ®Google Scholar
• Shedler, J., & Block, J. (1990). Adolescent drug use and psychological health: A longitudinal inquiry. American Psychologist, 45(5), 612–630. https://doi.org/https://doi.org/10.1037//0003-066X.45.5.612
   PubMed Web of Science ®Google Scholar
• Siebenbruner, J., Englund, M. M., Egeland, B., & Hudson, K. (2006). Developmental antecedents of late adolescence substance use patterns. Development and Psychopathology, 18(2), 551–571. https://doi.org/https://doi.org/10.1017/S0954579406060287
   PubMed Web of Science ®Google Scholar
• Steiger, J. H. (1989). EzPATH: Causal modelling. SYSTAT.
   Google Scholar
• Stevens, G. W. J. M., Van Dorsselaer, S., Boer, M., De Roos, S., Duinhof, E. L., Ter Bogt, T. F. M., … De Looze, M. (2018). Gezondheid en welzijn van jongeren in Nederland [Health and well-being of youth in the Netherlands]. Ridderprint.
   Google Scholar
• Stone, A. L., Becker, L. G., Huber, A. M., & Catalano, R. F. (2012). Review of risk and protective factors of substance use and problem use in emerging adulthood. Addictive Behaviors, 37(7), 747–775. https://doi.org/https://doi.org/10.1016/j.addbeh.2012.02.014
   PubMed Web of Science ®Google Scholar
• Tucker, J. S., Ellickson, P. L., Collins, R. L., & Klein, D. J. (2006). Are drug experimenters better adjusted than abstainers and users?: A longitudinal study of adolescent marijuana use. Journal of Adolescent Health, 39(4), 488–494. https://doi.org/https://doi.org/10.1016/j.jadohealth.2006.03.012
   PubMed Web of Science ®Google Scholar
• Van Doeselaar, L., Klimstra, T. A., Denissen, J. J. A., Branje, S., & Meeus, W. (2017). The role of identity commitments in depressive symptoms and stressful life events in adolescence and young adulthood. In Developmental psychology (Vol. 54, pp. 950–962). Advance online publication. https://doi.org/https://doi.org/10.1037/dev0000479
   Google Scholar
• Van Doeselaar, L., Meeus, W., Koot, H. M., & Branje, S. (2016). The role of best friends in educational identity formation in adolescence. Journal of Adolescence, 47, 28–37. https://doi.org/https://doi.org/10.1016/j.adolescence.2015.12.002
   PubMed Web of Science ®Google Scholar
• Van Dorsselaer, S., Tuithof, M., Verdurmen, J., Spit, M., Van Laar, M., & Monshouwer, K. (2016). Jeugd en riskant gedrag 2015. Kerngegevens uit het Peilstationsonderzoek Scholieren [Youth and risk behaviors 2015. Core findings from the Peilstationsonderzoek Students]. Retrieved from https://assets-sites.trimbos.nl/docs/0d8bfd04-6bba-43a6-9993-dedee67da9cd.pdf
   Google Scholar
• Vermunt, J. K. (1996). Log-linear event history analysis: A general approach with missing data, latent variables, and unobserved heterogeneity. Tilburg University Press.
   Google Scholar
• Vermunt, J. K., & Magidson, J. (2002). Latent class cluster analysis. In J. Hagenaars & A. McCutcheon (Eds.), Applied latent class analysis (pp. 89–106). Cambridge University Press.
   Google Scholar
• Vermunt, J. K., Tran, B., & Magidson, J. (2008). Latent Class Models in longitudinal research. In S. Menard (Ed.), Handbook of longitudinal research: Design, measurement, and analysis (pp. 373–386). Elsevier.
   Google Scholar
• Vink, G., Frank, L. E., Pannekoek, J., & van Buuren, S. (2014). Predictive mean matching imputation of semicontinuous variables. Statistica Neerlandica, 68(1), 61–90. https://doi.org/https://doi.org/10.1111/stan.12023
   Web of Science ®Google Scholar
• Zucconi, S., Volpato, C., Adinolfi, F., Gandini, E., Gentile, E., Loi, A., & Fioriti, L. (2013). Gathering consumption data on specific consumer groups of energy drinks. European Food Safety Authority Supporting Publications, 10(3), 394E. https://doi.org/https://doi.org/10.2903/sp.efsa.2013.EN-394
   Google Scholar