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Research Article

Individual Trajectories of Specialist Substance Use Disorder and Mental Health Treatment Utilization Among Young Adults With Substance Use Problems: A Cohort Study

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References

  • Aalto-Setälä, T., Marttunen, M., Tuulio-Henriksson, A., Poikolainen, K., & Lönnqvist, J. (2002). Psychiatric treatment seeking and psychosocial impairment among young adults with depression. Journal of Affective Disorders, 70(1), 35–47. https://doi.org/10.1016/S0165-0327(01)00316-0
  • Andersson, H. W., Lilleeng, S. E., Ruud, T., & Ose, S. O. (2021). Substance use among patients in specialized mental health services in Norway: Prevalence and patient characteristics based on a national census. Nordic Journal of Psychiatry, 75(3), 160–169. https://doi.org/10.1080/08039488.2020.1817553
  • Bakken, R., Lien, L., Fauske, H., & Landheim, A. S. (2023). Education and employment status among young adults three years after entering residential substance use treatment. A longitudinal data-linkage study. Journal of Substance Use, 1–7. https://doi.org/10.1080/14659891.2023.2281966
  • Bakken, R., Lien, L., Halvor, F., Benth, J. Š., & Landheim, A. S. (2023). Criminal thinking and psychosocial characteristics among young adults entering residential substance use treatment. Nordisk Alkohol- & Narkotikatidskrift: Nat, 40(4), 339–354. https://doi.org/10.1177/14550725231160337
  • Baptiste-Roberts, K., & Hossain, M. (2018). Socioeconomic disparities and self-reported substance abuse-related problems. Addiction and Health, 10(2), 112–122. https://doi.org/10.22122/ahj.v10i2.561
  • Basedow, L. A., Kuitunen-Paul, S., Roessner, V., & Golub, Y. (2020). Traumatic events and substance use disorders in adolescents. Frontiers in Psychiatry, 11, 559. https://doi.org/10.3389/fpsyt.2020.00559
  • Bright, C. L., Sacco, P., Kolivoski, K. M., Stapleton, L. M., Jun, H. J., & Morris-Compton, D. (2017). Gender differences in patterns of substance use and delinquency: A latent transition analysis. Journal of Child & Adolescent Substance Abuse, 26(2), 162–173. https://doi.org/10.1080/1067828x.2016.1242100
  • Brown, S. A., D’Amico, E. J., McCarthy, D. M., & Tapert, S. F. (2001). Four-year outcomes from adolescent alcohol and drug treatment. Journal of Studies on Alcohol, 62(3), 381–388. https://doi.org/10.15288/jsa.2001.62.381
  • Caldeira, K. M., Kasperski, S. J., Sharma, E., Vincent, K. B., O’Grady, K. E., Wish, E. D., & Arria, A. M. (2009). College students rarely seek help despite serious substance use problems. Journal of Substance Abuse Treatment, 37(4), 368–378. https://doi.org/10.1016/j.jsat.2009.04.005
  • Compton, W. M., 3rd, Cottler, L. B., Jacobs, J. L., Ben-Abdallah, A., & Spitznagel, E. L. (2003). The role of psychiatric disorders in predicting drug dependence treatment outcomes. The American Journal of Psychiatry, 160(5), 890–895. https://doi.org/10.1176/appi.ajp.160.5.890
  • Connor, J. P., Gullo, M. J., White, A., & Kelly, A. B. (2014). Polysubstance use: Diagnostic challenges, patterns of use and health. Current Opinion in Psychiatry, 27(4), 269–275. https://doi.org/10.1097/YCO.0000000000000069
  • Cornelius, J. R., Maisto, S. A., Pollock, N. K., Martin, C. S., Salloum, I. M., Lynch, K. G., & Clark, D. B. (2003). Rapid relapse generally follows treatment for substance use disorders among adolescents. Addictive Behaviors, 28(2), 381–386. https://doi.org/10.1016/s0306-4603(01)00247-7
  • Crouse, J. J., Chitty, K. M., Iorfino, F., White, D., Nichles, A., Zmicerevska, N., Guastella, A. J., Moustafa, A. A., Hermens, D. F., Scott, E. M., & Hickie, I. B. (2019). Exploring associations between early substance use and longitudinal socio-occupational functioning in young people engaged in a mental health service. PLoS One, 14(1), e0210877. https://doi.org/10.1371/journal.pone.0210877
  • Cucciare, M. A., Ounpraseuth, S. T., Curran, G. M., & Booth, B. M. (2019). Predictors of mental health and substance use disorder treatment use over 3 years among rural adults using stimulants. Substance Abuse, 40(3), 363–370. https://doi.org/10.1080/08897077.2018.1547809
  • Dahlberg, M., Boson, K., Anderberg, M., & Wennberg, P. (2022). Long-term outcomes for young people with substance use problems in outpatient treatment: Gender-specific patterns. Frontiers in Psychiatry, 13, 888197. https://doi.org/10.3389/fpsyt.2022.888197
  • Deloitte (2019). Kartlegging av institusjonstilbud i Norge og utvalgte europeiske land [Assessment of institutional child welfare services in Norway and selected European countries]. Norwegian Directorate for Children, Youth and Family Affairs. https://bibliotek.bufdir.no/BUF/101/Kartlegging_av_institusjonstilbud_i_Norge_og_utvalgte_europeiske_land%20.pdf
  • Dennis, M., Godley, S. H., Diamond, G., Tims, F. M., Babor, T., Donaldson, J., Liddle, H., Titus, J. C., Kaminer, Y., Webb, C., Hamilton, N., & Funk, R. (2004). The cannabis youth treatment (CYT) study: Mmain findings from two randomized trials. Journal of Substance Abuse Treatment, 27(3), 197–213. https://doi.org/10.1016/j.jsat.2003.09.005
  • DuPont, R. L., Compton, W. M., & McLellan, A. T. (2015). Five-year recovery: A new standard for assessing effectiveness of substance use disorder treatment. Journal of Substance Abuse Treatment, 58, 1–5. https://doi.org/10.1016/j.jsat.2015.06.024
  • Edlund, M. J., Booth, B. M., & Han, X. (2012). Who seeks care where? Utilization of mental health and substance use disorder treatment in two national samples of individuals with alcohol use disorders. Journal of Studies on Alcohol and Drugs, 73(4), 635–646. https://doi.org/10.15288/jsad.2012.73.635
  • EMCDDA. (2017). Drug treatment expenditure: A methodological overview. EMCDDA Insights, Issue 24. Publications Office of the European Union. https://www.emcdda.europa.eu/system/files/publications/6238/TI_PUBPDF_TDXD17001ENN_PDFWEB_20171005172306.pdf
  • Fishman, M., Wenzel, K., Scodes, J., Pavlicova, M., Lee, J. D., Rotrosen, J., & Nunes, E. (2020). Young adults have worse outcomes than older adults: Secondary analysis of a medication trial for opioid use disorder. The Journal of Adolescent Health: Official Publication of the Society for Adolescent Medicine, 67(6), 778–785. https://doi.org/10.1016/j.jadohealth.2020.07.038
  • Hadland, S. E., Yule, A. M., Levy, S. J., Hallett, E., Silverstein, M., & Bagley, S. M. (2021). Evidence-based treatment of young adults with substance use disorders. Pediatrics, 147(Supplement 2), S204–S214. https://doi.org/10.1542/peds.2020-023523D
  • Halvorsen, B., Hansen, O.-J., & Tägtström, J. (2013). Young people on the edge (summary): Labour market inclusion of vulnerable youths. TemaNord, Nordic Council of Ministers. https://doi.org/10.6027/TN2013-536
  • Hansen, H. T., & Lorentzen, T. (2019). Work and welfare‐state trajectories in Norway over two decades: Has the goal of getting more people into work been achieved? International Journal of Social Welfare, 28(3), 246–259. https://doi.org/10.1111/ijsw.12354
  • Harris, M. T., Laks, J., Stahl, N., Bagley, S. M., Saia, K., & Wechsberg, W. M. (2022). Gender dynamics in substance use and treatment: A women’s focused approach. The Medical Clinics of North America, 106(1), 219–234. https://doi.org/10.1016/j.mcna.2021.08.007
  • Haughwout, S. P., Harford, T. C., Castle, I. J. P., & Grant, B. F. (2016). Treatment utilization among adolescent substance users: Findings from the 2002 to 2013 national survey on drug use and health. Alcoholism, Clinical and Experimental Research, 40(8), 1717–1727. https://doi.org/10.1111/acer.13137
  • Helgesson, M., Johansson, B., Nordqvist, T., Lundberg, I., & Vingård, E. (2013). Unemployment at a young age and later sickness absence, disability pension and death in native Swedes and immigrants. European Journal of Public Health, 23(4), 606–610. https://doi.org/10.1093/eurpub/cks099
  • Heradstveit, O., Gjertsen, N., Iversen, A. C., Aasen Nilsen, S., Gärtner Askeland, K., Christiansen, Ø., & Hysing, M. (2020). Substance-related problems among adolescents in child welfare services: A comparison between individuals receiving in-home services and those in foster care. Children and Youth Services Review, 118, 105344. https://doi.org/10.1016/j.childyouth.2020.105344
  • Heradstveit, O., Skogen, J. C., Hetland, J., Stewart, R., & Hysing, M. (2019). Psychiatric diagnoses differ considerably in their associations with alcohol/drug-related problems among adolescents. A Norwegian population-based survey linked with national patient registry data. Frontiers in Psychology, 10, 1003. https://doi.org/10.3389/fpsyg.2019.01003
  • Hernandez-Avila, C. A., Rounsaville, B. J., & Kranzler, H. R. (2004). Opioid-, cannabis- and alcohol-dependent women show more rapid progression to substance abuse treatment. Drug and Alcohol Dependence, 74(3), 265–272. https://doi.org/10.1016/j.drugalcdep.2004.02.001
  • Hodgins, S., Lövenhag, S., Rehn, M., & Nilsson, K. W. (2013). A 5-year follow-up study of adolescents who sought treatment for substance misuse in Sweden. European Child & Adolescent Psychiatry, 23(5), 347–360. https://doi.org/10.1007/s00787-013-0456-0
  • Hser, Y.-I., Hoffman, V., Grella, C. E., & Anglin, M. D. (2001). A 33-year follow-up of narcotics addicts. Archives of General Psychiatry, 58(5), 503–508. https://doi.org/10.1001/archpsyc.58.5.503
  • Karapareddy, V. (2019). A review of integrated care for concurrent disorders: Cost effectiveness and clinical outcomes. Journal of Dual Diagnosis, 15(1), 56–66. https://doi.org/10.1080/15504263.2018.1518553
  • Karsberg, S. H., del Palacio-Gonzalez, A., Pedersen, M. M., Frederiksen, K. S., & Pedersen, M. U. (2023). Do adverse experiences predict unemployment and need of psychiatric help after treatment for drug use disorders? Nordisk alkohol- & : narkotikatidskrift: NAT, 40(5), 520–535. https://doi.org/10.1177/14550725231170950
  • Kasen, S., Cohen, P., Skodol, A. E., First, M. B., Johnson, J. G., Brook, J. S., & Oldham, J. M. (2007). Comorbid personality disorder and treatment use in a community sample of youths: A 20-year follow-up. Acta psychiatrica Scandinavica, 115(1), 56–65. https://doi.org/10.1111/j.1600-0447.2006.00842.x
  • Kepper, A., Monshouwer, K., van Dorsselaer, S., & Vollebergh, W. (2011). Substance use by adolescents in special education and residential youth care institutions. European Child & Adolescent Psychiatry, 20(6), 311–319. https://doi.org/10.1007/s00787-011-0176-2
  • Krawczyk, N., Feder, K., Saloner, B., Crum, R., Kealhofer, M., & Mojtabai, R. (2017). The association of psychiatric comorbidity with treatment completion among clients admitted to substance use treatment programs in a U.S. national sample. Drug and Alcohol Dependence, 175, 157–163. https://doi.org/10.1016/j.drugalcdep.2017.02.006
  • Lewis, B., Hoffman, L. A., & Nixon, S. J. (2014). Sex differences in drug use among polysubstance users. Drug and Alcohol Dependence, 145, 127–133. https://doi.org/10.1016/j.drugalcdep.2014.10.003
  • Lynne-Landsman, S. D., Bradshaw, C. P., & Ialongo, N. S. (2010). Testing a developmental cascade model of adolescent substance use trajectories and young adult adjustment. Development and Psychopathology, 22(4), 933–948. https://doi.org/10.1017/s0954579410000556
  • Manhica, H., Yacamán-Méndez, D., Sjöqvist, H., Lundin, A., & Danielsson, A. K. (2023). Early substance use disorders and subsequent NEET-not in education, employment or training-a national cohort study. European Journal of Public Health, 33(4), 633–639. https://doi.org/10.1093/eurpub/ckad105
  • McHugh, R. K., Votaw, V. R., Sugarman, D. E., & Greenfield, S. F. (2018). Sex and gender differences in substance use disorders. Clinical Psychology Review, 66, 12–23. https://doi.org/10.1016/j.cpr.2017.10.012
  • McKetin, R., Degenhardt, L., Shanahan, M., Baker, A. L., Lee, N. K., & Lubman, D. I. (2018). Health service utilisation attributable to methamphetamine use in Australia: Patterns, predictors and national impact. Drug and Alcohol Review, 37(2), 196–204. https://doi.org/10.1111/dar.12518
  • Meyers, J. L., & Dick, D. M. (2010). Genetic and environmental risk factors for adolescent-onset substance use disorders. Child and Adolescent Psychiatric Clinics of North America, 19(3), 465–477. https://doi.org/10.1016/j.chc.2010.03.013
  • Mojtabai, R., Olfson, M., & Mechanic, D. (2002). Perceived need and help-seeking in adults with mood, anxiety, or substance use disorders. Archives of General Psychiatry, 59(1), 77–84. https://doi.org/10.1001/archpsyc.59.1.77
  • Moska, C., Goudriaan, A. E., Blanken, P., van de Mheen, D., Spijkerman, R., Schellekens, A., de Jonge, J., Bary, F., Vollebergh, W., & Hendriks, V. (2021). Youth in transition: Study protocol of a prospective cohort study into the long-term course of addiction, mental health problems and social functioning in youth entering addiction treatment. BMC Psychiatry, 21(1), 605. https://doi.org/10.1186/s12888-021-03520-8
  • Norwegian Directorate of Health (2021). Norsk Pasient Register (NPR) [Norwegian Patient Registry]. https://www.helsedirektoratet.no/tema/statistikk-registre-og-rapporter/helsedata-og-helseregistre/norsk-pasientregister-npr
  • Novak, P., Feder, K. A., Ali, M. M., & Chen, J. (2019). Behavioral health treatment utilization among individuals with co-occurring opioid use disorder and mental illness: Evidence from a national survey. Journal of Substance Abuse Treatment, 98, 47–52. https://doi.org/10.1016/j.jsat.2018.12.006
  • Olsson, T. M., & Fridell, M. (2015). Women with comorbid substance dependence and psychiatric disorders in Sweden: A longitudinal study of hospital care utilization and costs. BMC Health Services Research, 15(1), 224. https://doi.org/10.1186/s12913-015-0873-5
  • Owusu, E., Oluwasina, F., Nkire, N., Lawal, M. A., & Agyapong, V. I. O. (2022). Readmission of patients to acute psychiatric hospitals: Influential factors and interventions to reduce psychiatric readmission rates. Healthcare (Basel, Switzerland), 10(9), 1808. https://doi.org/10.3390/healthcare10091808
  • Plenty, S., Magnusson, C., & Låftman, S. B. (2021). Internalising and externalising problems during adolescence and the subsequent likelihood of being Not in Employment, Education or Training (NEET) among males and females: The mediating role of school performance. SSM—Population Health, 15, 100873. https://doi.org/10.1016/j.ssmph.2021.100873
  • Pösö, T., Skivenes, M., & Hestbæk, A.-D. (2014). Child protection systems within the Danish, Finnish and Norwegian welfare states—time for a child centric approach? European Journal of Social Work, 17(4), 475–490. https://doi.org/10.1080/13691457.2013.829802
  • Poudel, A., & Gautam, S. (2017). Age of onset of substance use and psychosocial problems among individuals with substance use disorders. BMC Psychiatry, 17(1), 10. https://doi.org/10.1186/s12888-016-1191-0
  • Ram, N., & Grimm, K. J. (2009). Methods and measures: Growth mixture modeling: A method for identifying differences in longitudinal change among unobserved groups. International Journal of Behavioral Development, 33(6), 565–576. https://doi.org/10.1177/0165025409343765
  • Rizzo, D., Mu, T., Cotroneo, S., & Arunogiri, S. (2022). Barriers to accessing addiction treatment for women at risk of homelessness. Frontiers in Global Women’s Health, 3, 795532. https://doi.org/10.3389/fgwh.2022.795532
  • Rognli, E. B., Aas, E. M., Drake, R. E., Marsden, J., Anders, P., Bond, G. R., Lystad, J. U., Reme, S. E., & Arnevik, E. A. (2021). The effect evaluation of Individual Placement and Support (IPS) for patients with substance use disorders: Study protocol for a randomized controlled trial of IPS versus enhanced self-help. Trials, 22(1), 705. https://doi.org/10.1186/s13063-021-05673-z
  • Romo, E., Ulbricht, C. M., Clark, R. E., & Lapane, K. L. (2018). Correlates of specialty substance use treatment among adults with opioid use disorders. Addictive Behaviors, 86, 96–103. https://doi.org/10.1016/j.addbeh.2018.03.012
  • Sahker, E., Ali, S. R., & Arndt, S. (2019). Employment recovery capital in the treatment of substance use disorders: Six-month follow-up observations. Drug and Alcohol Dependence, 205, 107624. https://doi.org/10.1016/j.drugalcdep.2019.107624
  • SAMHSA (2021). Key substance use and mental health indicators in the United States: Results from the 2020 National Survey on Drug Use and Health. HHS Publication No. PEP21-07-01-003, NSDUH Series H-56. Center for Bahavioral Health Statistics and Quality. https://www.samhsa.gov/data/report/2021-nsduh-annual-national-report
  • Sara, G. E., Burgess, P. M., Malhi, G. S., Whiteford, H. A., & Hall, W. C. (2014). The impact of cannabis and stimulant disorders on diagnostic stability in psychosis. The Journal of Clinical Psychiatry, 75(4), 349–356. https://doi.org/10.4088/JCP.13m08878
  • Shield, K. D., Rehm, M. X., & Rehm, J. (2015). Social costs of addiction in Europe. In P. Anderson, J. Rehm, & R. Room (Eds.), Impact of addictive substances and behaviours on individual and societal well-being (pp. 181–188). Oxford University Press.
  • Statistics Norway (2023). About Statistics Norway. https://www.ssb.no/en/omssb/ssbs-virksomhet
  • Steihaug, S., Johannessen, A. K., Ådnanes, M., Paulsen, B., & Mannion, R. (2016). Challenges in achieving collaboration in clinical practice: The case of Norwegian health care. International Journal of Integrated Care, 16(3), 3. https://doi.org/10.5334/ijic.2217
  • Tambling, R. R., Russell, B., & D'Aniello, C. (2022). Where is the family in young adult substance use treatment? The case for systemic family therapy for young adults with substance use disorders. International Journal of Mental Health and Addiction, 20(3), 1659–1670. https://doi.org/10.1007/s11469-020-00471-1
  • Thygesen, L. C., & Ersbøll, A. K. (2014). When the entire population is the sample: Strengths and limitations in register-based epidemiology. European Journal of Epidemiology, 29(8), 551–558. https://doi.org/10.1007/s10654-013-9873-0
  • United Nations Office on Drugs and Crime (2015). World drug report 2015. United Nations. https://www.unodc.org/documents/wdr2015/World_Drug_Report_2015.pdf
  • van Duijvenbode, N., & VanDerNagel, J. E. (2019). A systematic review of substance use (disorder) in individuals with mild to borderline intellectual disability. European Addiction Research, 25(6), 263–282. https://doi.org/10.1159/000501679
  • White, J., Bell, S., & Batty, G. D. (2020). Association of illicit drug use in adolescence with socioeconomic and criminal justice outcomes in adulthood: Prospective findings from a UK national birth cohort. Journal of Epidemiology and Community Health, 74(9), 705–709. https://doi.org/10.1136/jech-2019-213282
  • Wu, L.-T., Kouzis, A. C., & Schlenger, W. E. (2003). Substance use, dependence, and service utilization among the US uninsured nonelderly population. American Journal of Public Health, 93(12), 2079–2085. https://doi.org/10.2105/ajph.93.12.2079

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