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Published Online: 15 October 2014

Predictors of Unmet Need for Medical Care Among Justice-Involved Persons With Mental Illness

Abstract

Objective

This cross-sectional study examined factors associated with unmet need for care from primary care physicians or from psychiatrists among clients enrolled in mental health court support programs in Toronto, Ontario.

Methods

The sample included adults admitted to these programs during 2009 (N=994). Both measures of unmet need were determined by mental health court workers at program intake. Predictors included client predisposing, clinical, and enabling variables.

Results

Twelve percent had unmet need for care from primary care physicians and 34% from psychiatrists. Both measures of unmet need were associated with having an unknown diagnosis, having no income source or receiving welfare, homelessness, and not having a case manager. Unmet need for care from psychiatrists was associated with symptoms of serious mental illness and current hospitalization.

Conclusions

Obtaining care from psychiatrists appears to be a particular challenge for justice-involved persons with mental illness. Policies and practices that improve access warrant more attention.
Mental illness is a leading cause of disability, surpassing other chronic diseases, such as cancer (1). Persons with mental illness typically have more health problems and shorter life expectancies than the general population (1), and they also often have worse access to health care (2). Rates of mental illness, especially serious mental illness, are estimated to be two to five times higher in the criminal justice population than in the general population (3,4). Persons with mental illness who are involved in the criminal justice system are particularly vulnerable to poor access to mental health care. A U.S. survey of corrections inmates with mental health conditions reported that only 26%−39% were taking psychiatric medications at arrest (5). Experts have called for a significant increase in mental health services for persons with severe mental illness in the criminal justice system (6,7). Court support and diversion programs are one way of identifying and addressing unmet need among offenders with mental illness.
This study examined the extent and correlates of unmet need for care from primary care physicians and psychiatrists among accused individuals in mental health court support programs in a large urban center in Canada.

Methods

Toronto, Ontario, Canada, is home to a large multisite mental health court support program established to help accused persons with mental illness access treatment. Court officials refer individuals suspected of having mental illness to program staff (mental health professionals employed by community mental health agencies), who screen for mental illness, complete an intake assessment, consult with current providers to determine current level of support, and then link clients to needed treatment services. Staff record information in a program database, which served as the data source for the study. Entry of information into the database was guided by a user manual to promote consistency. Ethics approval was obtained from the Community Research Ethics Office, a provincial organization that monitors community-based research.
The sample was drawn from 1,416 admissions to five court support programs between January 1 and December 31, 2009. Of these, 244 were considered ineligible because they were repeat admissions, younger than 18 years, or had a primary diagnosis of head injury, intellectual disability, or dementia. Of the 1,172 eligible clients, 178 had missing data, leaving a final sample of 994 persons.
A client’s unmet need for care by a primary care physician and by a psychiatrist (dependent variables) was determined during his or her intake assessment by a mental health court support worker and was based on clinical judgment and feedback from current providers.
Potential correlates of unmet need were grouped as predisposing (age, gender, marital status, and language), clinical (diagnosis and presenting issues), and enabling or impeding (housing type, living arrangement, income source, charge severity, and use of case management services) (8). Diagnosis was provided by a licensed physician or psychologist or self-reported by the client and verified with a current or past service provider. Diagnoses were categorized as schizophrenia or other psychotic disorder, nonpsychotic disorder, or unknown (if a physician- or psychologist-provided diagnosis was not available). Presenting issues included symptoms of serious mental illness, such as delusions or hallucinations; threat to self or others; and substance abuse problems (alcohol or drug). These were coded as present or absent. Charge severity was categorized as Class 1 (public nuisances or minor property offenses), Class 2 (serious property offenses or minor assaults), and Class 3 (serious violence or bodily harm offenses).
Frequencies were calculated for predisposing, clinical, and enabling variables and for unmet need for care by a primary care physician or a psychiatrist. Logistic regression models were developed to predict each unmet need outcome.

Results

As shown in Table 1, 77% of the 994 study participants presented with symptoms of serious mental illness, 49% received public disability benefits, 18% received welfare assistance or had no income, and 13% were homeless. Class 2 charges were most common (45%). Most (78%) did not have a case manager. Staff reported unmet need for care from a primary care physician for 124 clients (12%) and unmet need for care from a psychiatrist for 337 clients (34%). Significant predictors of unmet need for both types of physician care were unknown diagnosis, receipt of welfare assistance or no income, no fixed address or residence in a hostel or shelter, and not having a case manager (Table 1). Additional significant predictors of unmet need for care from a psychiatrist were presence of symptoms of serious mental illness and current hospitalization.
Table 1 Correlates of unmet need for primary care physicians and for psychiatrists among 994 adults enrolled in mental health court support programs in Toronto, Ontario
VariableDescriptive characteristicsModel predicting need for a primary care physicianaModel predicting need for a psychiatrista
N%OR95% CIpOR95% CIp
Predisposing        
 Age (M±SD)38.19±.30 .99.98–1.01ns1.00.99–1.02ns
 Gender        
  Male (reference)79871      
  Female286291.58.99–2.52ns.93.66–1.31ns
 Marital status        
  Single (reference)65065      
  Married or common law108111.31.64–2.69ns.78.47–1.31ns
  Separated, widowed, or divorced12112.55.24–1.25ns.76.47–1.23ns
  Unknown11512.99.52–1.87ns.77.46–1.27ns
 Primary language        
  English (reference)88189      
  Interpreter used or other language9491.17.58–2.37ns.98.60–1.61ns
  Unknown1921.23.36–4.21ns.88.32–2.38ns
Clinicalb        
 Primary diagnosis        
  Nonpsychotic disorder (reference) 47648      
  Psychotic disorder448451.45.90–2.34ns1.24.90–1.73ns
  Unknown7072.101.01–4.39.051.971.11–3.48.02
 Presenting issue        
  Serious mental illness symptoms (reference: no symptoms)766771.02.62–1.68ns2.591.76–3.81<.001
  Threats to self or others (reference: no threats)241241.00.60–1.66ns1.16.82–1.63ns
  Substance abuse (reference: no substance abuse)285291.53.95–2.45ns1.00.72–1.4ns
Enabling or impeding        
 Primary income sourcec        
  Public disability benefits (reference)52049      
  Welfare assistance or no income184181.791.04–3.07.031.921.29–2.84<.001
  Private source of income136151.03.49–2.19ns1.21.76–1.94ns
  Other or unknown154181.70.98–3.15ns1.07.69–1.66ns
 Living arrangement        
  With spouse, partner, parent, or child (reference)20621      
  With nonrelative478481.51.67–3.40ns.85.49–1.47ns
  Alone279281.87.90–3.91ns1.23.77–1.96ns
  Unknown3131.87.36–9.75ns1.19.36–3.92ns
 Housing status        
  Private housing (reference)50724      
  Supported housing or rooming or boarding home26427.65.33–1.28ns.95.62–1.47ns
  No fixed address, hostel, or shelter126132.791.50–5.18<.0011.681.01–2.81.05
  Hospital (specialty, general, or psychiatric)3642.38.91–6.26ns2.261.01–5.13.05
  Detention facility2929.69.32–1.47ns1.50.88–2.55ns
  Unknown housing323.24.04–1.56ns.31.09–1.10ns
 Charge severityd        
  Class 1 (reference)28729      
  Class 2448451.15.69–1.90ns1.23.86–1.74ns
  Class 3259261.59.90–2.81ns1.49.99–2.23ns
 Case manager        
  No (reference)77478      
  Yes22022.36.19–.66<.001.26.17–.40<.001
a
Model diagnostics were used to detect specification (nonsignificant) that indicated no evidence of omitted relevant variables and no evidence that the link function was not correctly specified. The Hosmer and Lemeshow goodness-of-fit statistics suggested that the models fit the data. The model predicting need for primary care physicians correctly classified at a rate of 87% (Nagelkerke R2=.1008). The model predicting need for psychiatrists correctly classified at a rate of 70% (Nagelkerke R2=.0913).
b
Nonpsychotic disorders include depression, bipolar disorder, anxiety disorders, substance use disorders, and personality disorders. Psychotic disorders include schizophrenia, schizoaffective disorder, delusional disorder, and psychosis not otherwise specified.
c
Eligibility for public disability benefits is based on need and requires endorsement by a physician. Private income sources included family, private insurance, and employment. Other income sources included employment insurance, pension revenue, and unknown sources.
d
Charge severity was categorized as class 1, 2, or 3 according to the Ontario Ministry of the Attorney General categorization of offenses (used to determine eligibility for diversion). A higher class number indicates a more serious charge.
Compared with the study sample, people excluded because of missing data (N=178) were younger (mean age of 33 years) and were more likely to have unmet need for care from a primary care physician (19%) and from a psychiatrist (38%).

Discussion

This study examined unmet need among adults admitted to mental health court support programs in Toronto. Program participants likely had more supports than many justice-involved adults with mental illness because about half were receiving disability support, which requires physician review, and more than a fifth were connected with case managers. This may help explain the relatively low rate of unmet need for care from a primary care physician. Similar rates of unmet need for primary care have been reported in Canadian community surveys of the general population (11%) (9) and of Canadians with major depression in Atlantic provinces (10.5%) (10).
A larger proportion of the sample had unmet need for care from a psychiatrist (34%) than from a primary care physician (12%). The unmet need for care from psychiatrists was similar to that reported in an Ontario survey of correctional clients with mental disorders in 1993 (32.2%) (11). In contrast, a general population study in Ontario reported a much lower rate of unmet need for mental health care (4.5%) (12).
Unmet need for care from psychiatrists is a concern because medication management has been identified by community practitioners as a key support for helping offenders with mental illness live successfully in the community (7). Challenges in psychiatrist capacity and training to support this client group have been identified. These clients may have characteristics such as impulsivity and disorganization, and psychiatrists may feel that they lack sufficient resources to provide the structure and extensive support required by these clients (7,9). Psychiatrists also may be deterred by stigma, perception of risk, or concerns that clients will resist treatment. In Ontario, psychiatrist reimbursement uses fee codes for time-based patient interactions, a disincentive to seeing patients with a higher-than-usual risk of missing appointments.
In this study, structural factors—income source and homelessness—were associated with elevated risk of unmet need. Community stability is particularly important for individuals with a propensity for legal involvement. In addition, practitioners have noted the challenge of providing treatment when basic needs are not met (7). Because of universal medical care coverage in Ontario, lack of insurance is not a barrier to physician-provided care, as it is in some other systems (13). However, proof of coverage or identification is still required to receive services and may be a barrier for some individuals, particularly if they are homeless (14).
Having a case manager was also associated with reduced risk of unmet need. Case management can be an important support for offenders with mental illness because case managers assume responsibility for the client’s overall care, assisting with solving practical problems and facilitating access to general medical providers (7). However, only 22% of this sample had case managers.
This study had several limitations. First, the program database lacked some desired information (for example, data on race-ethnicity and education). Second, unmet service need was determined by program staff, not by standardized measures. However, workers’ clinical judgment has been supported as a reliable measure of service need (15). Third, analyses were cross-sectional, preventing inferences about causality. In addition, generalizability may be limited because the sample included individuals who accepted referrals to the program and who had complete data for variables under study.

Conclusions

In a large sample of persons in mental health court support programs in a health care system with universal insurance, one-eighth had unmet need for care from a primary care physician and one-third had unmet need for care from a psychiatrist. Policies and practices that improve access warrant more attention (12,15).

Acknowledgments and disclosures

Work on this report was supported by a grant from the Richmond/Sheppard Fund of the Canadian Mental Health Association, Toronto Branch (CMHA Toronto). The contents are solely the responsibility of the authors and do not necessarily represent the views of CMHA Toronto.
The authors report no competing interests.

References

1.
Wilson M, Joffe R, Wilkerson B: The unheralded business crisis in Canada: depression at work. Presented at the Global Business and Economic Roundtable on Addiction and Mental Health, Toronto, Ontario, July 20, 2002. Available at www.mentalhealthroundtable.ca/aug_round_pdfs/Roundtable%20report_Jul20.pdf
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Dewa C, Tugg L, Stergiopoulos V, et al.: Examining factors associated with primary care and continuity of care among adults with severe mental illness. Journal of Contemporary Psychotherapy 42:45–54, 2012
3.
Ditton PM: Mental Health and Treatment of Inmates and Probationers. Washington, DC, US Department of Justice, Bureau of Justice Statistics, 1999
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Prisoner Reentry: What Are the Public Health Challenges? Santa Monica, Calif, RAND Corp, 2003
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Wilper AP, Woolhandler S, Boyd JW, et al.: The health and health care of US prisoners: results of a nationwide survey. American Journal of Public Health 99:666–672, 2009
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Wolff N, Frueh BC, Huening J, et al.: Practice informs the next generation of behavioral health and criminal justice interventions. International Journal of Law and Psychiatry 36:1–10, 2013
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Lamb HR, Weinberger LE, Gross BH: Mentally ill persons in the criminal justice system: some perspectives. Psychiatric Quarterly 75:107–126, 2004
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Andersen RM: Revisiting the behavioral model and access to medical care: does it matter? Journal of Health and Social Behavior 36:1–10, 1995
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Sibley LM, Glazier RH: Reasons for self-reported unmet healthcare needs in Canada: a population-based provincial comparison. Health Policy 5:87–101, 2009
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Starkes JM, Poulin CC, Kisely SR: Unmet need for the treatment of depression in Atlantic Canada. Canadian Journal of Psychiatry 50:580–590, 2005
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Wormith JS, McKeague F: A mental health survey of community correctional clients in Canada. Criminal Behaviour and Mental Health 6:49–72, 1996
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Nelson CH, Park J: The nature and correlates of unmet health care needs in Ontario, Canada. Social Science and Medicine 62:2291–2300, 2006
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McAlpine DD, Mechanic D: Utilization of specialty mental health care among persons with severe mental illness: the roles of demographics, need, insurance, and risk. Health Services Research 35:277–292, 2000
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Hwang SW, Windrim PM, Svoboda TJ, et al.: Physician payment for the care of homeless people. Canadian Medical Association Journal 163:170–171, 2000
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Cheung AH, Dewa CS, Wasylenki D: Impact on cost estimates of differences in reports of service use among clients, caseworkers, and hospital records. Psychiatric Services 54:1328–1330, 2003

Information & Authors

Information

Published In

Go to Psychiatric Services
Go to Psychiatric Services

Cover: Griselda, by Maxfield Parrish. © Copyright 2014 National Museum of American Illustration™, Newport, Rhode Island. Photos courtesy of Archives of the American Illustrators Gallery™, New York City.

Psychiatric Services
Pages: 826 - 829
PubMed: 24733632

History

Published in print: June 2014
Published online: 15 October 2014

Authors

Affiliations

Anna Durbin, M.P.H.
Ms. Durbin is with the Institute of Health Policy, Management and Evaluation, University of Toronto, Ontario, Canada. Dr. Sirotich is with the Department of Community Support Services and Research, Canadian Mental Health Association, Toronto Branch. Dr. Durbin is with the Provincial System Support Program, Centre for Addiction and Mental Health, Toronto. Send correspondence to Dr. Sirotich (e-mail: [email protected]).
Frank Sirotich, Ph.D.
Ms. Durbin is with the Institute of Health Policy, Management and Evaluation, University of Toronto, Ontario, Canada. Dr. Sirotich is with the Department of Community Support Services and Research, Canadian Mental Health Association, Toronto Branch. Dr. Durbin is with the Provincial System Support Program, Centre for Addiction and Mental Health, Toronto. Send correspondence to Dr. Sirotich (e-mail: [email protected]).
Janet Durbin, Ph.D.
Ms. Durbin is with the Institute of Health Policy, Management and Evaluation, University of Toronto, Ontario, Canada. Dr. Sirotich is with the Department of Community Support Services and Research, Canadian Mental Health Association, Toronto Branch. Dr. Durbin is with the Provincial System Support Program, Centre for Addiction and Mental Health, Toronto. Send correspondence to Dr. Sirotich (e-mail: [email protected]).

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