Cited by 37Criminal Justice and Corrections AnalysisSubstance Abuse Treatment and OutcomesHealthcare Policy and Management

Health care needs and service use among male prison inmates in the United States: A multi-level behavioral model of prison health service utilization

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Nowotny, Kathryn M.·2017·Health & Justice

Abstract

BACKGROUND: The purpose of this study is to apply Andersen's Behavioral Model of Health Service Use to men's prisons to assess the direct and indirect effects of inmate predisposing characteristics through multiple types of need. Also examined are the effects of prison-specific enabling factors and the variation in use of health services across prisons. This study uses a nationally representative U.S. sample of men incarcerated in state prisons (n = 8816) and generalized structural equation and multilevel modeling. Five types of need-medical condition, illness, dental problem, unintentional injury, and intentional injury-are assessed for their association with use of health services. RESULTS: Findings indicate that a number of inmate predisposing (age, race, education) and vulnerability (mood/anxiety disorder,) characteristics are associated with use of health services but are partially mediated by enabling and need factors. Each type of medical need has strong direct effects with mood/anxiety disorder emerging as the strongest total effect (including both direct effects and indirect effects through need). There is significant variation in rates of health service utilization across prisons that is not accounted for by the prison-level factors included in the multilevel model. CONCLUSIONS: The varying patterns of health service use across prisons suggest that incarceration may be an important circumstance that shapes health. In other words, where someone is incarcerated may influence their ability to access and use services in response to medical need. It is important that prisons provide integrated services for inmates with mood/anxiety disorder given high comorbidity with other health conditions.

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  • Mental health conditions of prisoners can affect their chance of recidivism during post-incarceration.

    “Studies suggest that mental health conditions of prisoners can affect their chance of recidivism during post-incarceration, which underlines the importance of rehabilitation of prisoners in prisons, especially mental healthcare (1, 3, 4).”

    From Can Viewing Nature Through Windows Improve Isolated Living? A Pathway Analysis on Chinese Male Prisoners During the COVID-19 Epidemic (2021) · cites this paper as [3]

    The Background (page unavailable) says that diagnosis, treatment, and coordination of care after release can help reduce recidivism. The Discussion (page unavailable) recommends integrated care for inmates with mood/anxiety disorders. Neither passage says that prisoners’ mental health conditions themselves affect their chance of recidivism after release. (LLM, conf=0.78)

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Research works printed but not linked: 44

  1. Allen, S. A., Wakeman, S. E., Cohen, R. L., & Rich, J. D. (2010). Physicians in US prisons in the era of Mass incarceration. Inter J Prison Health, 6(3), 100–106. PMC3204660 22049298
  2. Andersen, R. (1995). Revisting the Behavioral model and access to medical care: Does it matter? J Health Soc Behav, 36(1), 1–10. 7738325
  3. Anderson, T. L. (2003). Issues in the Availability of Health Care for Women Prisoners. In S. F. Sharp (Ed.), The Incarcerated Woman (pp. 49–60). Upper Saddle River, NJ: Prentice hall.
  4. Anno, J. (1997). Health behavior in prisons and correctional facilities. In D. S. Gochman (Ed.), Handbook of Health Behavior Research III. New York: Springer.
  5. Baillargeon J Binswanger IA Penn JV Williams BA Murray OJ Psychiatric disorders and repeat incarcerations: The revolving prison door Am J Psychiatry 2009 166 1 103 109 10.1176/appi.ajp.2008.08030416 19047321 · DOI · Paper page
  6. Binswanger IA Krueger PM Steiner JF Prevalence of chronic medical conditions among jail and prison inmates in the USA compared with the general population J Epidemiol Community Health 2009 63 11 912 919 10.1136/jech.2009.090662 19648129 · DOI · Paper page
  7. Binswanger IA Redmond N Steiner JF Hicks LS Health disparities and the criminal justice system: An agenda for further research and action J Urban Health 2011 89 1 98 107 10.1007/s11524-011-9614-1 PMC3284594 21915745 · DOI
  8. Boutwell A Freedman J Coverage expansion and the criminal justice-involved population: Implications for plans and service connectivity Health Affairs 2014 33 3 482 486 10.1377/hlthaff.2013.1131 24590949 · DOI
  9. Centers for Disease Control and Prevention. (2016). Health, United States, 2015 with special feature on racial and ethnic health disparities. Atlanta, GA: U.S. Department of Health and Human Services, National Center on Health Statistics. 27308685
  10. Cullen, F. T., & Jonson, C. L. (2011). Correctional theory: Context and consequences. Thousand Oaks, CA: Sage Publications.
  11. de Boer AG Wijker W de Haes HC Predictors of health care utilization in the chronically ill: A review of the literature Health Policy 1997 42 101 115 10.1016/S0168-8510(97)00062-6 10175619 · DOI
  12. Eliason MJ Taylor JY Williams R Physical health of women in prison: Relationship to oppression J Correct Health Care 2004 10 2 175 203 10.1177/107834580301000204 · DOI
  13. Galea S Vlahov D Social determinants and the health of drug users: Socioeconomic status, homelessness, and incarceration Public Health Reports 2002 117 S1 S136 S145 PMC1913691 12435837
  14. Garrity TF Hiller ML Staton M Webster JM Leukefeld C Factors predicting illness and health services use among male Kentucky prisoners with a history of drug abuse The Prison Journal 2002 82 3 295 313 10.1177/003288550208200301 · DOI
  15. Gelberg, L., Andersen, R. M., & Leake, B. D. (2000). The Behavioral model for vulnerable populations: Application to medical care use and outcomes for homeless people. Health Services Research, 34(6), 1273–1302. PMC1089079 10654830
  16. Hatton, D. C., Kleffel, D., & Fisher, A. (2006). Prisoner's perspectives of health problems and healthcare in a US Women's jail. Women & Health, 44(1), 119–136. 17182530
  17. Hayward MD Miles TP Crimmins EM Yang Y The significance of socioeconomic status in explaining the racial gap in chronic health conditions Am Sociol Rev 2000 65 6 910 930 10.2307/2657519 · DOI · Paper page
  18. Irwin J Cressey DR Thieves, convicts and the inmate culture Soc Probl 1962 10 2 142 155 10.2307/799047 · DOI
  19. Jahangir, E., Irazola, V., & Rubinstein, A. (2012). Need, enabling, predisposing, and behavioral determinants of access to preventative care in Argentina: Analysis of the National Survey of Risk Factors. PloS One, 7(9), e45053. PMC3440415 22984608
  20. Jiang S Winfree J Thomas L Social support, gender, and inmate adjustment to prison life: Insights from a National Sample Prison J 2006 86 1 32 55 10.1177/0032885505283876 · DOI
  21. Kressin NR Petersen LA Racial differences in the use of invasive cardiovascular procedures: Review of the literature and prescription for future research Ann Rev Intern med 2001 135 5 352 366 10.7326/0003-4819-135-5-200109040-00012 11529699 · DOI
  22. Leukefeld C Logan TK Martin SS Purvis RT Farabee D A health services use framework for drug-abusing offenders Am Behav Sci 1998 41 8 1123 1135 10.1177/0002764298041008008 · DOI
  23. Magee, C. G., Hult, J. R., & McMillan, S. (2005). Preventive care for women in prison: A qualitative community health assessment of the Papanicolaou test and follow-up treatment at a California state women’s prison. Am J Public Health, 95(10), 1712–1717. PMC1449425 16186450
  24. Massoglia M Incarceration as exposure: The prison, infectious disease, and other stress-related illnesses J Health Soc Behav 2008 49 56 71 10.1177/002214650804900105 18418985 · DOI
  25. Massoglia M Pare P-P Schnittker J Gagnon A The relationship between incarceration and premature adult mortality: Gender specific evidence Soc Sci Res 2014 46 142 154 10.1016/j.ssresearch.2014.03.002 24767596 PMC6123019 · DOI
  26. Mayberry RM Mili F Ofili E Racial and ethnic differences in access to medical care Med Care Res Rev 2000 57 4 108 145 10.1177/107755800773743628 11092160 · DOI
  27. Nowotny KM Race/Ethnic Disparities in the Utilization of Treatment by Drug Dependent Inmates in State Correctional Facilities Addictive Behaviors 2015 40 148 153 10.1016/j.addbeh.2014.09.005 25270722 PMC4250412 · DOI
  28. Ogloff, J. R. P., Roesch, R., & Hart, S. D. (1994). Mental health services in jails and prisons: Legal, clinical, and policy issues. Law & Psychology Review, 18, 109–136.
  29. Patterson, R. F., & Greifinger, R. B. (2006). Treatment of mental illness in correctional setting. In R. Greifinger (Ed.), Public Health Behind Bars: From Prisons to Communities (pp. 347–367). New York, NY: Springer.
  30. Porter LC Incarceration and post-release health behavior J Health Soc Behav 2014 55 2 234 249 10.1177/0022146514531438 24872468 · DOI
  31. Rosen DL Wohl DA Schoenbach VJ All-cause and cause-specific mortlaity among black and white North Carolina state prisoners, 1995-2005 Ann Epidemiol 2011 21 10 719 726 10.1016/j.annepidem.2011.04.007 21737304 PMC3166394 · DOI
  32. Saha S Freeman M Toure J Tippens KM Weeks C Ibrahim S Racial and ethnic disparities in the VA health care system: A systematic review J Gen Inter Med 2008 23 5 654 671 10.1007/s11606-008-0521-4 PMC2324157 18301951 · DOI
  33. Schneider, E. C., Zaslavsky, A. M., & Epstein, A. M. (2002). Racial disparities in the quality of care for enrollees in Medicare managed systems. JAMA, 287(10), 1288–1294. 11886320
  34. Sered, S., & Norton-Hawk, M. (2008). Disrupted lives, fragmented care: Illness experiences of criminalized women. Women & Health, 48(1), 43–61. 18843839
  35. Smedley, B. D., Stith, A. Y., & Nelsen, A. R. (2003). Unequal treatment: Confronting racial and ethnic disparities in health care. Institute of Medicine of the National Academies. Retrieved from https://www.nap.edu/catalog/10260/unequal-treatment-confronting-racial-and-ethnic-disparities-in-health-care 25032386
  36. Spaulding AC Seals RM McCallum VA Perez SD Brzozowski AK Steenland NK Prisoner survival inside and outside of the institution: Implications for health-care planning Am J Epidemiol 2011 173 5 479 487 10.1093/aje/kwq422 21239522 PMC3044840 · DOI
  37. Stein JA Andersen R Gelberg L Applying the Gelberg-Andersen Behavioral model for vulnerable populations to health services utilization in homeless women J Health Psychol 2007 12 5 791 804 10.1177/1359105307080612 17855463 · DOI
  38. Steiner B Wooldredge J Inmate versus environmental effects on prison rule violation Crim Justice Behav 2008 35 4 438 456 10.1177/0093854807312787 · DOI
  39. Wacquant L The new ‘Peculiar Institution’: On the prison as surrogate ghetto Theor Criminol 2000 4 3 377 389 10.1177/1362480600004003007 · DOI · Paper page
  40. Webster, J. M., Leukefeld, C. G., Tindall, M. S., Hiller, M. L., Garrity, T. F., & Narevic, E. (2005). Lifetime health services use by male drug-abusing offenders. The Prison Journal, 85(1), 50–64.
  41. Wildeman, C., Carson, E. A., Golinelli, D., Noonan, M. E., & Emanuel, N. (2016). Mortality among white, black, and Hispanic male and female state prisoners, 2001-2009. SSM-Population Health, 2: 10-13. PMC5757921 29349123
  42. Wilper, A. P., Woolhandler, S., Boyd, J. W., Lasser, K. E., McCormick, D., Bor, D. H., & Himmelstein, D. U. (2009). The health and health care of US prisoners: Results of a nationwide survey. Am J Public Health, 99(4), 666–672. PMC2661478 19150898
  43. Wool, J. (2007). Litigating for better medical care. In R. Greifinger (Ed.), Public Health Behind Bars: From Prisons to Communities. New York, NY: Springer.
  44. Worrall, J. L., & Morris, R. G. (2011). Inmate custody and prison rule violations. The Prison Journal, 91(2), 131-157.

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Authors
Nowotny, K. M.
Affiliations
University of Miami (US)
Corresponding author
Nowotny, Kathryn M.
Venue
Health & Justice
Published
2017-06-08
Volume
5
Issue
1
Pages
9-9
ISSN
2194-7899 (ISSN-L)
OpenAlex
W2623263696
Cited by
37
References
5
Citations by year
2026: 3 · 2025: 2 · 2024: 3 · 2023: 4 · 2022: 3 · 2021: 9 · 2020: 5 · 2019: 3 · 2018: 4 · 2017: 1
FWCI
9.11
Type
journal article
Language
en
Open access
Locations
  • Health & Justice (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Funders
  • National Institute on Drug Abuse (F31 DA037645, R25 DA037190)
  • Directorate for Social, Behavioral and Economic Sciences (1401061)
Topics
  • Social Sciences › Sociology and Political Science › Criminal Justice and Corrections Analysis
  • Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
Keywords
prison health care, state prisons, incarcerated men, mood and anxiety disorders, medical needs, dental care, injuries, health care access, comorbidities

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