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Research Article

Evaluating Interpersonal Associations and Substance Use Treatment Using Clinical Data Mining

, MSW-Candidate & , PhD, LCSW

References

  • A.A. World Services. (2001). Alcoholics anonymous (Fourth Eds ed.). New York, NY: Author 978-1-893007-16-1 . https://www.aa.org/pages/en_us/alcoholics-anonymous
  • Adams, N., Little, T. D., & Ryan, R. M. (2017). Self-determination theory. : In M. L. Wehmeyer, K. A. Shogren, T. D. Little, & S. J. Lopez (Eds.), Development of self-determination through the life-course. Springer. doi:10.1007/978-94-024-1042-6_4
  • Alcoholics Anonymous. (2022, March 22). What is A.A.? https://www.aa.org/what-is-aa
  • Briggs, W. P., Magnus, V. A., Lassiter, P., Patterson, A., & Smith, L. (2011). Substance use, misuse, and abuse among older adults: Implications for mental health counselors. Journal of Mental Health Counseling, 33(2), 112–127. doi:10.17744/mehc.33.2.y107266w86215440
  • Brown, C. H., Bennett, M. E., Li, L., & Bellack, A. S. (2011). Predictors of initiation and engagement in substance abuse treatment among individuals with co-occurring serious mental illness and substance use disorders. Addictive Behaviors, 36(5), 439–447. doi:10.1016/j.addbeh.2010.12.001
  • Carter, A. C., & Dennis, C. B. (2021). Legal involvement and substance use treatment engagement and outcomes. Journal of Social Work Practice in the Addictions, 1–10. doi:10.1080/1533256X.2021.1988492
  • Choi, S., Adams, S. M., Morse, S. A., & MacMaster, S. (2015). Gender differences in treatment retention among individuals with co-occurring substance abuse and mental health disorders. Substance Use & Misuse, 50(5), 653–663. doi:10.3109/10826084.2014.997828
  • Epstein, I. (2001). Using available clinical information in practice-based research: Mining for silver while dreaming of gold. Social Work in Health Care, 33(3–4), 15–32. doi:10.1300/J010v33n03_03
  • Epstein, I. (2010). Clinical data-mining: integrating practice and research. New York, NY: Oxford University Press.
  • Evans, S. N., & Dennis, C. B. (2022). Interpersonal associations and completing a substance use day treatment program. Journal of Evidence-Based Social Work, 19(1), 64–76.
  • Kelly, J. F., & Yeterian, J. D. (2015). Outcomes research on twelve-step programs. In M. Galanter, H. D. Kleber, & K. T. Brady (Eds.), The American Psychiatric Publishing textbook of substance abuse treatment., 5th ed (pp. 579–593). Washington, DC: American Psychiatric Publishing, Inc.
  • Kingree, J. B. (2013). Twelve-step facilitation therapy. In P. M. Miller, S. A. Ball, M. E. Bates, A. W. Blume, K. M. Kampman, D. J. Kavanagh, and P. De Witte (Eds.), Comprehensive addictive behaviors and disorders, Vol. 3: Interventions for addiction (pp. 137–146). San Diego, CA: Elsevier Academic Press. doi:10.1016/B978-0-12-398338-1.00015-4
  • Labbe, A. K., Slaymaker, V., & Kelly, J. F. (2014). Toward enhancing 12-Step facilitation among young people: A systematic qualitative investigation of young adults’ 12-step experiences. Substance Abuse, 35(4), 399–407. doi:10.1080/08897077.2014.950001
  • Lalayants, M., Epstein, I., Auslander, G. K., Chan, W. C. H., Fouché, C., Giles, R., …Vertigan, A. (2013). Clinical data-mining: Learning from practice in international settings. International Social Work, 56(6), 775–797. doi:10.1177/0020872811435370
  • Lappan, S. N., Brown, A. W., & Hendricks, P. S. (2020). Dropout rates of in‐person psychosocial substance use disorder treatments: A systematic review and meta‐analysis. Addiction, 115(2), 201–217. doi:10.1111/add.14793
  • McKellar, J. D., Harris, A. H., & Moos, R. H. (2006). Predictors of outcome for patients with substance-use disorders five years after treatment dropout. Journal of Studies on Alcohol, 67(5), 685–693. doi:10.15288/jsa.2006.67.685
  • Mowbray, O., & Quinn, A. (2016). A scoping review of treatments for older adults with substance use problems. Research on Social Work Practice, 26(1), 74–87. doi:10.1177/1049731515579075
  • National Institute on Drug Abuse. (2018a, August 15). Comorbidity: Substance use and other mental disorders. https://www.drugabuse.gov/drug-topics/trends-statistics/infographics/comorbidity-substance-use-other-mental-disorders
  • National Institute on Drug Abuse. (2018b, June 3). Principles of drug addiction treatment: A research-based guide. https://nida.nih.gov/download/675/principles-drug-addiction-treatment-research-based-guide-third-edition.pdf?v=74dad603627bab89b93193918330c223
  • Ormbostad, H. A. K., Otterholt, E., & Stallvik, M. (2021). Investigating patients’ perceptions of residential substance use treatment Is drop out a deliberate or impulsive act? Journal of Social Work Practice in the Addictions, 21(3), 255–272. doi:10.1080/1533256X.2021.1933850
  • Ryan, R.M., & Deci, E.L. (2000 Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being). . In American Psychologist 55 1 68–78 doi:10.1037/0003-066X.55.1.68 . : .
  • Rynes, K. N., Tonigan, J. S., & Rice, S. L. (2013). Interpersonal climate of 12-Step groups predicts reductions in alcohol use. Alcoholism Treatment Quarterly, 31(2), 167–185. doi:10.1080/07347324.2013.771983
  • Schonbrun, Y. C., Walsh, Z., Stuart, G. L., & Strong, D. R. (2011). Marital status and treatment utilization for alcohol use disorders. Addictive Disorders & Their Treatment, 10(3), 111–122. doi:10.1097/ADT.0b013e31820f7596
  • Şimşek, M., Dinç, M., & Ögel, K. (2019). Determinants of the addiction treatment drop-out rates in an addiction counseling centre: A cross-sectional study. Psychiatry and Clinical Psychopharmacology, 29(4), 446–454. doi:10.1080/24750573.2018.1505283
  • Spohr, S. A., Livingston, M. D., Taxman, F. S., & Walters, S. T. (2019). What’s the influence of social interactions on substance use and treatment initiation? A prospective analysis among substance-using probationers. Addictive Behaviors, 89, 143–150. doi:10.1016/j.addbeh.2018.09.036
  • Stiffler, J. D., & Deringer, E. (2016). Twelve-step programs and spirituality. In P. Levounis, E. Zerbo, & R. Aggarwal (Eds.), Pocket guide to addiction assessment and treatment (pp. 297–308). Arlington, VA: American Psychiatric Association Publishing.
  • Stringer, K. L., & Baker, E. H. (2018). Stigma as a barrier to substance abuse treatment among those with unmet need: An analysis of parenthood and marital status. Journal of Family Issues, 39(1), 3–27. doi:10.1177/0192513X15581659
  • Substance Abuse and Mental Health Service Administration. (2021a). Table 23: Substance use disorder in the past year, by age group and state: Estimated numbers (in thousands), annual averages based on 2018 and 2019 NSDUHs. Rockville, MD: U.S. Department of Health and Human Services. https://www.samhsa.gov/data/sites/default/files/reports/rpt32879/NSDUHsaeTotal2019/2019NSDUHsaeTotal.pdf
  • Substance Abuse and Mental Health Service Administration. (2021b). Table 24: Needing but not receiving treatment at a special facility for illicit drug use in the past year, by age group and state: Estimated numbers (in thousands), annual averages based on 2018 and 2019 NSDUHs. Rockville, MD: U.S. Department of Health and Human Services. https://www.samhsa.gov/data/sites/default/files/reports/rpt32879/NSDUHsaeTotal2019/2019NSDUHsaeTotal.pdf
  • Wendt, D. C., Hallgren, K. A., Daley, D. C., & Donovan, D. M. (2017). Predictors and outcomes of twelve-step sponsorship of stimulant users: Secondary analyses of a multisite randomized clinical trial. Journal of Studies on Alcohol and Drugs, 78(2), 287–295. doi:10.15288/jsad.2017.78.287
  • Young, L. B., Briggs, W., Magnus, V., Lassiter, P., Patterson, A., & Smith, L. (2013). Characteristics and practices of sponsored members of Alcoholics Anonymous. Journal of Groups in Addiction & Recovery, 8(2), 149–164. doi:10.1080/1556035X.2013.764203
  • Zemore, S. E., Subbaraman, M., & Tonigan, J. S. (2013). Involvement in 12-Step activities and treatment outcomes. Substance Abuse, 34(1), 60–69. doi:10.1080/08897077.2012.691452

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