The results of this study underscore the need for continuing concern about the use of case management and other mental health services by persons from ethnic minorities.
Objectives
The purpose of this study was twofold: 1) To investigate the individual- and system-level characteristics associated with high utilization of acute mental health services according to a widely-used theory of service use—Andersen’s Behavioral Model of Health Service Use —in individuals enrolled in a large, public-funded mental health system; and 2) To document service utilization by high use consumers prior to a transformation of the service delivery system.
Methods
We analyzed data from 10,128 individuals receiving care in a large public mental health system from fiscal years 2000–2004. Subjects with information in the database for the index year (fiscal year 2000–2001) and all of the following three years were included in this study. Using logistic regression, we identified predisposing, enabling, and need characteristics associated with being categorized as a single-year high use consumer (HU: >3 acute care episodes in a single year) or multiple-year HU (>3 acute care episodes in more than one year).
Results
Thirteen percent of the sample met the criteria for being a single-year HU and an additional 8% met the definition for multiple-year HU. Although some predisposing factors were significantly associated with an increased likelihood of being classified as a HU (younger age and female gender) relative to non-HUs, the characteristics with the strongest associations with the HU definition, when controlling for all other factors, were enabling and need factors. Homelessness was associated with 115% increase in the odds of ever being classified as a HU compared to those living independently or with family and others. Having insurance was associated with increased odds of being classified as a HU by about 19% relative to non-HUs. Attending four or more outpatient visits was an enabling factor that decreased the chances of being defined as a HU. Need factors, such as having a diagnosis of schizophrenia, bipolar disorder or other psychotic disorder or having a substance use disorder increased the likelihood of being categorized as a HU.
Conclusions
Characteristics with the strongest association with heavy use of a public mental health system were mutable enabling and need factors. Therefore, optimal use of public mental services may be achieved by developing and implementing interventions that address the issues of homelessness, insurance coverage, and substance use. This may be best achieved by the integration of mental health, intensive case management, and supportive housing, as well as other social services.
This study suggests that for Latinos, preferred language may be more important than ethnicity in mental health service use. Future studies comparing mental health use may need to differentiate between Spanish- and English-speaking Latinos.
The study examined gender differences in sociodemographic, clinical, and mental health service use variables among patients with schizophrenia in a public mental health care system. Data from 1999 to 2000 for 4975 adult patients were analyzed. Women were older and more likely to be married and to have Medicaid insurance and less likely to have a diagnosis of substance abuse than men. More women were living independently, whereas more men resided in assisted living facilities or were homeless. Women were significantly more likely to have had a psychiatric hospitalization than men, which may be related to differential use of services by men and women with the worst level of functioning.
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