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Original Articles

Health Outcomes by Neighborhood (HON): Effects of Neighborhood, Social Instability, and Health Factors on 12-Month Trajectories of Substance-Use Disorder Symptoms

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References

  • Adler, L. A., Spencer, T., Faraone, S. V., Kessler, R. C., Howes, M. J., Biederman, J., & Secnik, K. (2006). Validity of pilot Adult ADHD Self-Report Scale (ASRS) to rate adult ADHD symptoms. Annals of Clinical Psychiatry : official Journal of the American Academy of Clinical Psychiatrists, 18(3), 145–148. https://doi.org/10.1080/10401230600801077
  • American Psychiatric Association. (1994). Diagnostic and Statistical Manual of Mental Disorders. (4th ed.).
  • American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders. (5th ed.). https://dsm.psychiatryonline.org/doi/book/10.1176/appi.books.9780890425596
  • Angst, J., Cui, L., Swendsen, J., Rothen, S., Cravchik, A., Kessler, R. C., & Merikangas, K. R. (2010). Major depressive disorder with subthreshold bipolarity in the National Comorbidity Survey Replication. The American Journal of Psychiatry, 167(10), 1194–1201. https://doi.org/10.1176/appi.ajp.2010.09071011
  • Asberg, M., Montgomery, S. A., Perris, C., Schalling, D., & Sedvall, G. (1978). A comprehensive psychopathological rating scale. Acta Psychiatrica Scandinavica, 57(S271), 5–27. https://doi.org/10.1111/j.1600-0447.1978.tb02357.x
  • Boardman, J. D., Finch, B. K., Ellison, C. G., Williams, D. R., & Jackson, J. S. (2001). Neighborhood disadvantage, stress, and drug use among adults. Journal of Health and Social Behavior, 42(2), 151–165. https://www.ncbi.nlm.nih.gov/pubmed/11467250 https://doi.org/10.2307/3090175
  • Bürkner, P. C. (2021). brms: Bayesian regression models using ‘Stan’. https://CRAN.R-project.org/package=brms
  • Buysse, D. J., Reynolds, C. F., 3rd, Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989). The Pittsburgh Sleep Quality Index: A new instrument for psychiatric practice and research. Psychiatry Research, 28(2), 193–213. https://doi.org/10.1016/0165-1781(89)90047-4
  • Carver, C. S., Scheier, M. F., & Weintraub, J. K. (1989). Assessing coping strategies: A theoretically based approach. Journal of Personality and Social Psychology, 56(2), 267–283. https://doi.org/10.1037//0022-3514.56.2.267
  • Centers for Disease Control and Prevention (CDC). (2009-2010). National Center for Health Statistics (NCHS). National Health and Nutrition Examination Survey Questionnaire. Hyattsville, MD: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, Retrieved from https://wwwn.cdc.gov/Nchs/Nhanes/continuousnhanes/questionnaires.aspx?BeginYear=2009
  • Chang, J. S. (2017). Health in the Tenderloin: A resident-guided study of substance use, treatment, and housing. Social Science & Medicine (1982), 176, 166–174. https://doi.org/10.1016/j.socscimed.2017.01.014
  • Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24(4), 385–396. https://www.ncbi.nlm.nih.gov/pubmed/6668417 https://doi.org/10.2307/2136404
  • Costa, JP. T., & McCrae, R. R. (1985). The NEO Personality Inventory Manual. Psychological Assessment Resources.
  • Cranford, J. A., Shrout, P. E., Iida, M., Rafaeli, E., Yip, T., & Bolger, N. (2006). A procedure for evaluating sensitivity to within-person change: Can mood measures in diary studies detect change reliably? Personality & Social Psychology Bulletin, 32(7), 917–929. https://doi.org/10.1177/0146167206287721
  • Creti, L., Fichten, C. S., Amsel, R., Brender, W., Schover, L. R., Kalogeropoulos, D., & Libman, E. (1998). Global sexual functioning: A single summary score for Nowinski and LoPiccolo’s Sexual History Form (SHF). In C. M. Davis, W. L. Yarber, R. Bauseman, G. Schreer, & S. L. Davis (Eds.), Handbook of Sexuality-Related Measures. (pp. 261–267). Sage Publications.
  • Crum, R. M., Green, K. M., Stuart, E. A., La Flair, L. N., Kealhofer, M., Young, A. S., Krawczyk, N., Tormohlen, K. N., Storr, C. L., Alvanzo, A. A. H., Mojtabai, R., Pacek, L. R., Cullen, B. A., & Reboussin, B. A. (2018). Transitions through stages of alcohol involvement: The potential role of mood disorders. Drug and Alcohol Dependence, 189, 116–124. https://doi.org/10.1016/j.drugalcdep.2018.02.027
  • DeLongis, A., Folkman, S., Lazarus, R. S. (1988). The impact of daily stress on health and mood: psychological and social resources as mediators. Journal of Personality and Social Psychology, 54(3), 486–495. https://doi.org/10.1037/0022-3514.54.3.486
  • De Leon, G. (1989). Psychopathology and substance abuse: What is being learned from research in therapeutic communities. Journal of Psychoactive Drugs, 21(2), 177–188. https://doi.org/10.1080/02791072.1989.10472158
  • Dickson-Gomez, J., McAuliffe, T., & Quinn, K. (2017). The Effects of Housing Status, Stability and the Social Contexts of Housing on Drug and Sexual Risk Behaviors. AIDS and Behavior, 21(7), 2079–2092. https://doi.org/10.1007/s10461-017-1738-1
  • Epstein, D. H., Schmittner, J., Umbricht, A., Schroeder, J. R., Moolchan, E. T., & Preston, K. L. (2009). Promoting abstinence from cocaine and heroin with a methadone dose increase and a novel contingency. Drug and Alcohol Dependence, 101(1-2), 92–100. https://doi.org/10.1016/j.drugalcdep.2008.11.006
  • Epstein, D. H., Tyburski, M., Craig, I. M., Phillips, K. A., Jobes, M. L., Vahabzadeh, M., Mezghanni, M., Lin, J. L., Furr-Holden, C. D. M., & Preston, K. L. (2014). Real-time tracking of neighborhood surroundings and mood in urban drug misusers: Application of a new method to study behavior in its geographical context. Drug and Alcohol Dependence, 134, 22–29. https://doi.org/10.1016/j.drugalcdep.2013.09.007
  • Epstein, D. H., Tyburski, M., Kowalczyk, W. J., Burgess-Hull, A. J., Phillips, K. A., Curtis, B. L., & Preston, K. L. (2020). Prediction of stress and drug craving ninety minutes in the future with passively collected GPS data. Npj Digital Medicine, 3(1), 26. https://doi.org/10.1038/s41746-020-0234-6
  • Furnari, M., Epstein, D. H., Phillips, K. A., Jobes, M. L., Kowalczyk, W. J., Vahabzadeh, M., Lin, J. L., & Preston, K. L. (2015). Some of the people, some of the time: Field evidence for associations and dissociations between stress and drug use. Psychopharmacology, ), 232(19), 3529–3537. https://doi.org/10.1007/s00213-015-3998-7
  • Furr-Holden, C. D., Campbell, K. D., Milam, A. J., Smart, M. J., Ialongo, N. A., & Leaf, P. J. (2010). Metric properties of the Neighborhood Inventory for Environmental Typology (NIfETy): An environmental assessment tool for measuring indicators of violence, alcohol, tobacco, and other drug exposures. Evaluation Review, 34(3), 159–184. https://doi.org/10.1177/0193841X10368493
  • Genberg, B. L., Gange, S. J., Go, V. F., Celentano, D. D., Kirk, G. D., & Mehta, S. H. (2011). Trajectories of injection drug use over 20 years (1988–2008) in Baltimore, Maryland. American Journal of Epidemiology, 173(7), 829–836. https://doi.org/10.1093/aje/kwq441
  • Genolini, C., Pingault, J. B., Driss, T., Cote, S., Tremblay, R. E., Vitaro, F., Arnaud, C., & Falissard, B. (2013). KmL3D: A non-parametric algorithm for clustering joint trajectories. Computer Methods and Programs in Biomedicine, 109(1), 104–111. https://doi.org/10.1016/j.cmpb.2012.08.016
  • Goodrich, B., Gabry, J., Ali, I., & Brilleman, S. (2022). rstanarm: Bayesian applied regression modeling via Stan In R package version 2.21.3 https://mc-stan.org/rstanarm/
  • Gray, M. J., Litz, B. T., Hsu, J. L., & Lombardo, T. W. (2004). Psychometric properties of the life events checklist. Assessment, 11(4), 330–341. https://doi.org/10.1177/1073191104269954
  • Grella, C. E., Karno, M. P., Warda, U. S., Niv, N., & Moore, A. A. (2009). Gender and comorbidity among individuals with opioid use disorders in the NESARC study. Addictive Behaviors, 34(6-7), 498–504. https://doi.org/10.1016/j.addbeh.2009.01.002
  • Grella, C. E., & Lovinger, K. (2011). 30-year trajectories of heroin and other drug use among men and women sampled from methadone treatment in California. Drug and Alcohol Dependence, 118(2-3), 251–258. https://doi.org/10.1016/j.drugalcdep.2011.04.004
  • Hamilton, C. M., Strader, L. C., Pratt, J. G., Maiese, D., Hendershot, T., Kwok, R. K., Hammond, J. A., Huggins, W., Jackman, D., Pan, H., Nettles, D. S., Beaty, T. H., Farrer, L. A., Kraft, P., Marazita, M. L., Ordovas, J. M., Pato, C. N., Spitz, M. R., Wagener, D., … Haines, J. (2011). The PhenX Toolkit: Get the most from your measures. American Journal of Epidemiology, 174(3), 253–260. https://doi.org/10.1093/aje/kwr193
  • Hasler, B. P., Smith, L. J., Cousins, J. C., & Bootzin, R. R. (2012). Circadian rhythms, sleep, and substance abuse. Sleep Medicine Reviews, 16(1), 67–81. https://doi.org/10.1016/j.smrv.2011.03.004
  • Henkel, D. (2011). Unemployment and substance use: A review of the literature (1990-2010). Current Drug Abuse Reviews, 4(1), 4–27. https://doi.org/10.2174/1874473711104010004
  • Hirschfeld, R. M., Williams, J. B., Spitzer, R. L., Calabrese, J. R., Flynn, L., Keck, P. E., Jr., Lewis, L., McElroy, S. L., Post, R. M., Rapport, D. J., Russell, J. M., Sachs, G. S., & Zajecka, J. (2000). Development and validation of a screening instrument for bipolar spectrum disorder: The Mood Disorder Questionnaire. The American Journal of Psychiatry, 157(11), 1873–1875. https://doi.org/10.1176/appi.ajp.157.11.1873
  • Hser, Y. I., Huang, D., Brecht, M. L., Li, L., & Evans, E. (2008). Contrasting trajectories of heroin, cocaine, and methamphetamine use. Journal of Addictive Diseases, 27(3), 13–21. https://doi.org/10.1080/10550880802122554
  • Hser, Y. I., Huang, D., Chou, C. P., & Anglin, M. D. (2007). Trajectories of heroin addiction: Growth mixture modeling results based on a 33-year follow-up study. Evaluation Review, 31(6), 548–563. https://doi.org/10.1177/0193841X07307315
  • Hser, Y. I., Huang, D., Saxon, A. J., Woody, G., Moskowitz, A. L., Matthews, A. G., & Ling, W. (2017). Distinctive trajectories of opioid use over an extended follow-up of patients in a multisite trial on buprenorphine + naloxone and methadone. Journal of Addiction Medicine, 11(1), 63–69. https://doi.org/10.1097/ADM.0000000000000274
  • IBM Corp. Released (2019). IBM SPSS Statistics for Windows, Version 26.0. Armonk, NY: IBM Corp.
  • Jahiel, R. I. (1992). Homelessness: A prevention-oriented approach. Johns Hopkins University Press.
  • Keller, S., Bann, C. M., Dodd, S. L., Schein, J., Mendoza, T. R., & Cleeland, C. S. (2004). Validity of the brief pain inventory for use in documenting the outcomes of patients with noncancer pain. The Clinical Journal of Pain, 20(5), 309–318. https://doi.org/10.1097/00002508-200409000-00005
  • Kiluk, B. D., Fitzmaurice, G. M., Strain, E. C., & Weiss, R. D. (2019). What defines a clinically meaningful outcome in the treatment of substance use disorders: Reductions in direct consequences of drug use or improvement in overall functioning? Addiction (Abingdon, England), 114(1), 9–15. https://doi.org/10.1111/add.14289
  • Kiluk, B. D., Frankforter, T. L., Cusumano, M., Nich, C., & Carroll, K. M. (2018). Change in DSM-5 Alcohol Use Disorder Criteria Count and Severity Level as a Treatment Outcome Indicator: Results from a Randomized Trial. Alcoholism: Clinical and Experimental Research, 42(8), 1556–1563. https://doi.org/10.1111/acer.13807
  • Klinkenberg, W. D., & Sacks, S. & HIV/AIDS Treatment Adherence, Health Outcomes and Cost Study Group. (2004). Mental disorders and drug abuse in persons living with HIV/AIDS. AIDS Care, 16 Suppl 1(Suppl 1), S22–S42. https://doi.org/10.1080/09540120412331315303
  • Latkin, C. A., & Curry, A. D. (2003). Stressful neighborhoods and depression: A prospective study of the impact of neighborhood disorder. Journal of Health and Social Behavior, 44(1), 34–44. https://www.ncbi.nlm.nih.gov/pubmed/12751309 https://doi.org/10.2307/1519814
  • Latkin, C. A., Hua, W., & Davey, M. A. (2005). Exploring the role of needle selling in a drug-using community in Baltimore, Maryland. Journal of Acquired Immune Deficiency Syndromes (1999), 38(1), 57–60. https://doi.org/10.1097/00126334-200501010-00011
  • Lopez-Quintero, C., Perez de los Cobos, J., Hasin, D. S., Okuda, M., Wang, S., Grant, B. F., & Blanco, C. (2011). Probability and predictors of transition from first use to dependence on nicotine, alcohol, cannabis, and cocaine: Results of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC). Drug and Alcohol Dependence, 115(1-2), 120–130. https://doi.org/10.1016/j.drugalcdep.2010.11.004
  • MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation analysis. Annual Review of Psychology, 58, 593–614. https://doi.org/10.1146/annurev.psych.58.110405.085542
  • Martinez, M. L., Black, M., & Starr, R. H. (2002). Factorial structure of the perceived neighborhood scale (PNS): A test of longitudinal invariance. Journal of Community Psychology, 30(1), 23–43. https://doi.org/10.1002/jcop.1048
  • Mennis, J., Mason, M., Light, J., Rusby, J., Westling, E., Way, T., Zahakaris, N., & Flay, B. (2016). Does substance use moderate the association of neighborhood disadvantage with perceived stress and safety in the activity spaces of urban youth? Drug and Alcohol Dependence, 165, 288–292. https://doi.org/10.1016/j.drugalcdep.2016.06.019
  • Moos, R. H. (2007). Theory-based processes that promote the remission of substance use disorders. Clinical Psychology Review, 27(5), 537–551. https://doi.org/10.1016/j.cpr.2006.12.006
  • Moos, R. H., Fenn, C. B., Billings, A. G., & Moos, B. S. (1988). Assessing life stressors and social resources: Applications to alcoholic patients. Journal of Substance Abuse, 1(2), 135–152. https://doi.org/10.1016/s0899-3289(88)80017-8
  • Murphy, D. A., Hser, Y.-I., Huang, D., Brecht, M.-L., & Herbeck, D. M. (2010). Self-report of longitudinal substance use: A comparison of the UCLA Natural History Interview and the Addiction Severity Index. Journal of Drug Issues, 40(2), 495–516. https://doi.org/10.1177/002204261004000210
  • Norbeck, J. S. (1984). Modification of life event questionnaires for use with female respondents. Research in Nursing & Health, 7(1), 61–71. https://doi.org/10.1002/nur.4770070110
  • Panlilio, L. V., Stull, S. W., Bertz, J. W., Burgess-Hull, A. J., Kowalczyk, W. J., Phillips, K. A., Epstein, D. H., & Preston, K. L. (2020). Beyond abstinence and relapse: Cluster analysis of drug-use patterns during treatment as an outcome measure for clinical trials. Psychopharmacology, ), 237(11), 3369–3381. https://doi.org/10.1007/s00213-020-05618-5
  • Panlilio, L. V., Stull, S. W., Kowalczyk, W. J., Phillips, K. A., Schroeder, J. R., Bertz, J. W., Vahabzadeh, M., Lin, J. L., Mezghanni, M., Nunes, E. V., Epstein, D. H., & Preston, K. L. (2019). Stress, craving and mood as predictors of early dropout from opioid agonist therapy. Drug and Alcohol Dependence, 202, 200–208. https://doi.org/10.1016/j.drugalcdep.2019.05.026
  • Panlilio, L. V., Stull, S. W., Bertz, J. W., Burgess-Hull, A. J., Lanza, S. T., Curtis, B. L., Phillips, K. A., Epstein, D. H., & Preston, K. L. (2021). Beyond abstinence and relapse II: Momentary relationships between stress, craving, and lapse within clusters of patients with similar patterns of drug use. Psychopharmacology, 238(6), 1513–1529. https://doi.org/10.1007/s00213-021-05782-2
  • Preston, K. L., & Epstein, D. H. (2011). Stress in the daily lives of cocaine and heroin users: Relationship to mood, craving, relapse triggers, and cocaine use. Psychopharmacology, 218(1), 29–37. https://doi.org/10.1007/s00213-011-2183-x
  • Preston, K. L., Kowalczyk, W. J., Phillips, K. A., Jobes, M. L., Vahabzadeh, M., Lin, J. L., Mezghanni, M., & Epstein, D. H. (2017). Context and craving during stressful events in the daily lives of drug-dependent patients. Psychopharmacology, 234(17), 2631–2642. https://doi.org/10.1007/s00213-017-4663-0
  • Preston, K. L., Kowalczyk, W. J., Phillips, K. A., Jobes, M. L., Vahabzadeh, M., Lin, J. L., Mezghanni, M., & Epstein, D. H. (2018). Exacerbated craving in the presence of stress and drug cues in drug-dependent patients. Neuropsychopharmacology : official Publication of the American College of Neuropsychopharmacology, 43(4), 859–867. https://doi.org/10.1038/npp.2017.275
  • R Core Team. (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing.
  • Rogers, J. D., Ramaswamy, M., Cheng, C. I., Richter, K., & Kelly, P. J. (2012). Perceptions of neighborhood social environment and drug dependence among incarcerated women and men: A cross-sectional analysis. Substance Abuse Treatment, Prevention, and Policy, 7(1), 39. https://doi.org/10.1186/1747-597X-7-39
  • Rosenblum, A., Joseph, H., Fong, C., Kipnis, S., Cleland, C., & Portenoy, R. K. (2003). Prevalence and characteristics of chronic pain among chemically dependent patients in methadone maintenance and residential treatment facilities. JAMA, 289(18), 2370–2378. https://doi.org/10.1001/jama.289.18.2370
  • Rounsaville, B. J., Weissman, M. M., Kleber, H., & Wilber, C. (1982). Heterogeneity of psychiatric diagnosis in treated opiate addicts. Archives of General Psychiatry, 39(2), 161–168. https://doi.org/10.1001/archpsyc.1982.04290020027006
  • Ruglass, L. M., Scodes, J., Pavlicova, M., Campbell, A. N. C., Fitzpatrick, S., Barbosa-Leiker, C., Burlew, K., Greenfield, S. F., Rotrosen, J., & Nunes, E. V.Jr (2019). Trajectory classes of opioid use among individuals in a randomized controlled trial comparing extended-release naltrexone and buprenorphine-naloxone. Drug and Alcohol Dependence, 205, 107649. https://doi.org/10.1016/j.drugalcdep.2019.107649
  • Sarker, H., Tyburski, M., Rahman, M. M., Hovsepian, K., Sharmin, M., Epstein, D. H., Preston, K. L., Furr-Holden, C. D., Milam, A., Nahum-Shani, I., al’Absi, M., & Kumar, S. (2016). Finding significant stress episodes in a discontinuous time series of rapidly varying mobile sensor data [Paper presentation]. Proc SIGCHI Conf Hum Factor Comput Syst, 2016, 4489–4501. https://doi.org/10.1145/2858036.2858218
  • Scott, S. B., Munoz, E., Mogle, J. A., Gamaldo, A. A., Smyth, J. M., Almeida, D. M., & Sliwinski, M. J. (2018). Perceived neighborhood characteristics predict severity and emotional response to daily stressors. Social Science & Medicine (1982), 200, 262–270. https://doi.org/10.1016/j.socscimed.2017.11.010
  • Sherman, S. G., Hua, W., & Latkin, C. A. (2004). Individual and environmental factors related to quitting heroin injection. Substance Use & Misuse, 39(8), 1199–1214. https://doi.org/10.1081/ja-120038683
  • Sinha, R. (2009). Modeling stress and drug craving in the laboratory: Implications for addiction treatment development. Addiction Biology, 14(1), 84–98. https://doi.org/10.1111/j.1369-1600.2008.00134.x
  • Stan Development Team. (2022). RStan: the R interface to Stan. In R package https://mc-stan.org/
  • Stull, S. W., Panlilio, L. V., Moran, L. M., Schroeder, J. R., Bertz, J. W., Epstein, D. H., Preston, K. L., & Phillips, K. A. (2019). The chippers, the quitters, and the highly symptomatic: A 12-month longitudinal study of DSM-5 opioid- and cocaine-use problems in a community sample. Addictive Behaviors, 96, 183–191. https://doi.org/10.1016/j.addbeh.2019.04.030
  • Swendsen, J., Conway, K. P., Degenhardt, L., Dierker, L., Glantz, M., Jin, R., Merikangas, K. R., Sampson, N., & Kessler, R. C. (2009). Socio-demographic risk factors for alcohol and drug dependence: The 10-year follow-up of the national comorbidity survey. Addiction (Abingdon, England), 104(8), 1346–1355. https://doi.org/10.1111/j.1360-0443.2009.02622.x
  • Teesson, M., Marel, C., Darke, S., Ross, J., Slade, T., Burns, L., Lynskey, M., Memedovic, S., White, J., & Mills, K. L. (2017). Trajectories of heroin use: 10-11-year findings from the Australian Treatment Outcome Study. Addiction (Abingdon, England), 112(6), 1056–1068. https://doi.org/10.1111/add.13747
  • Ward, J., Darke, S., & Hall, W. (1990). The HIV Risk-Taking Behaviour Scale (HRBS) Manual. Sydney: National Drug and Alcohol Research Centre, University of New South Wales. https://ndarc.med.unsw.edu.au/sites/default/files/ndarc/resources/TR.010.PDF
  • Weathers, F. W., Huska, J. A., & Keane, T. M. (1991). PCL-C for DSM-IV. National Center for PTSD—Behavioral Science Division.
  • Weissman, M. M., & Bothwell, S. (1976). Assessment of social adjustment by patient self-report. Archives of General Psychiatry, 33(9), 1111–1115. PMID: 962494. https://doi.org/10.1001/archpsyc.1976.01770090101010
  • World Health Organization. (2004). World Health Organization Quality of Life (WHO-QOL)-BREF

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