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1.
Health Expect ; 25(4): 1643-1651, 2022 08.
Article in English | MEDLINE | ID: mdl-35678017

ABSTRACT

BACKGROUND: The preferences of autism stakeholders regarding the top priorities for future autism research are largely unknown. OBJECTIVE: This study had two objectives: First, to examine what autism stakeholders think new research investments should be and the attributes of investment that they consider important, and second, to explore the feasibility, acceptability and outcomes of two prioritization exercises among autism stakeholders regarding their priorities for future research in autism. DESIGN: This was  a prospective stakeholder-engaged iterative study consisting of best-worst scaling (BWS) and direct prioritization exercise. SETTING AND PARTICIPANTS: A national snowball sample of 219 stakeholders was included: adults with autism, caregivers, service providers and researchers. MAIN OUTCOME MEASURES: The main outcomes measures were attributes that participants value in future research investments, and priority research investments for future research. RESULTS: Two hundred and nineteen participants completed the exercises, of whom 11% were adults with autism, 58% were parents/family members, 37% were service providers and 21% were researchers. Among stakeholders, the BWS exercises were easier to understand than the direct prioritization, less frequently skipped and yielded more consistent results. The proportion of children with autism affected by the research was the most important attribute for all types of stakeholders. The top three priorities among future research investments were (1) evidence on which child, family and intervention characteristics lead to the best/worst outcomes; (2) evidence on how changes in one area of a child's life are related to changes in other areas; and (3) evidence on dietary interventions. Priorities were similar for all stakeholder types. CONCLUSIONS: The values and priorities examined here provide a road map for investigators and funders to pursue autism research that matters to stakeholders. PATIENT OR PUBLIC CONTRIBUTION: Stakeholders completed a BWS and direct prioritization exercise to inform us about their priorities for future autism research.


Subject(s)
Autistic Disorder , Biomedical Research , Health Priorities , Adult , Autistic Disorder/therapy , Caregivers , Child , Feasibility Studies , Humans , Parents , Prospective Studies
2.
Adm Policy Ment Health ; 48(1): 121-130, 2021 01.
Article in English | MEDLINE | ID: mdl-32424452

ABSTRACT

To identify whether medical homes in FQHCs have advantages over other group and individual medical practices in caring for people with severe mental illness. Models estimated the effect of the type of medical home on monthly service utilization, medication adherence, and total Medicaid spending over a 4-year period for adults aged 18 or older with a major depressive disorder (N = 65,755), bipolar disorder (N = 19,925), or schizophrenia (N = 8501) enrolled in North Carolina's Medicaid program. Inverse probability of treatment weights (IPTW) were used to adjust for nonrandom assignment of patients to practices. Generalized estimating equations for repeated measures were used with gamma distributions and log links for the continuous measures of medication adherence and spending, and binomial distributions with logit links for binary measures of any outpatient or any emergency department visits. Adults with major depression or bipolar disorders in FQHC medical homes had a lower probability of outpatient service use than their counterparts in individual and group practices. The probability of emergency department use, medication adherence, and total Medicaid spending were relatively similar across the three settings. This study suggests that no one type of medical practice setting-whether FQHC, other group, or individual-consistently outperforms the others in providing medical home services to people with severe mental illness.


Subject(s)
Depressive Disorder, Major , Mental Disorders , Adult , Depressive Disorder, Major/drug therapy , Emergency Service, Hospital , Humans , Medicaid , Mental Disorders/drug therapy , Patient-Centered Care , United States
3.
BMC Public Health ; 20(1): 567, 2020 Apr 28.
Article in English | MEDLINE | ID: mdl-32345253

ABSTRACT

BACKGROUND: Adherence to antiretroviral therapy is critical to the achievement of the third target of the UNAIDS Fast-Track Initiative goals of 2020-2030. Reliable, valid and accurate measurement of adherence are important for correct assessment of adherence and in predicting the efficacy of ART. The Simplified Medication Adherence Questionnaire is a six-item scale which assesses the perception of persons living with HIV about their adherence to ART. Despite recent widespread use, its measurement properties have yet to be carefully documented beyond the original study in Spain. The objective of this paper was to conduct internal consistency reliability, concurrent validity and measurement invariance tests for the SMAQ. METHODS: HIV-positive women who were receiving ART services from 51 service providers in two sub-cities of Addis Ababa, Ethiopia completed the SMAQ in a HIV treatment referral network study between 2011 and 2012. Two cross-sections of 402 and 524 female patients of reproductive age, respectively, from the two sub-cities were randomly selected and interviewed at baseline and follow-up. We used Cronbach's coefficient alpha (α) to assess internal consistency reliability, Pearson product-moment correlation (r) to assess concurrent validity and multiple-group confirmatory factor analysis to analyze factorial structure and measurement invariance of the SMAQ. RESULTS: All participants were female with a mean age of 33; median: 34 years; range 18-45 years. Cronbach's alphas for the six items of the SMAQ were 0.66, 0.68, 0.75 and 0.75 for T1 control, T1 intervention, T2 control, and T2 intervention groups, respectively. Pearson correlation coefficients were 0.78, 0.49, 0.52, 0.48, 0.76 and 0.80 for items 1 to 6, respectively, between T1 compared to T2. We found invariance for factor loadings, observed item intercepts and factor variances, also known as strong measurement invariance, when we compared latent adherence levels between and across patient-groups. CONCLUSIONS: Our results show that the six-item SMAQ scale has adequate reliability and validity indices for this sample, in addition to being invariant across comparison groups. The findings of this study strengthen the evidence in support of the increasing use of SMAQ by interventionists and researchers to examine, pool and compare adherence scores across groups and time periods.


Subject(s)
Anti-Retroviral Agents/therapeutic use , HIV Infections/psychology , Medication Adherence/psychology , Surveys and Questionnaires/standards , Adolescent , Adult , Cross-Sectional Studies , Ethiopia , Factor Analysis, Statistical , Female , HIV Infections/drug therapy , Humans , Middle Aged , Non-Randomized Controlled Trials as Topic , Psychometrics/methods , Reproducibility of Results , Spain , Young Adult
4.
J Ment Health Policy Econ ; 23(3): 81-91, 2020 Sep 01.
Article in English | MEDLINE | ID: mdl-32853157

ABSTRACT

BACKGROUND: Alternative payment models, including Accountable Care Organizations and fully capitated models, change incentives for treatment over fee-for-service models and are widely used in a variety of settings. The level of payment may affect the assignment to a payment category, but to date the upcoding literature has been motivated largely incorporating financial penalties for upcoding rather than by a theoretical model that incorporates the downstream effects of upcoding on service provision requirements. AIMS OF THE STUDY: In this paper, we contribute to the literature on upcoding by developing a new theoretical model that is applicable to capitated, case-rate and shared savings payment systems. This model incorporates the downstream effects of upcoding on service provision requirements rather than just the avoidance of penalties. This difference is important especially for shared-savings models with quality benchmarks. METHODS: We test implications of our theoretical model on changes in severity determination and service use associated with changes in case-rate payments in a publicly-funded mental health care system. We model provider-assigned severity categories as a function of risk-adjusted capitated payments using conditional logit regressions and counts of service days per month using negative binomial models. RESULTS: We find that severity determination is only weakly associated with the payment rate, with relatively small upcoding effects, but that level of use shows a greater degree of association. DISCUSSION: These results are consistent with our theoretical predictions where the marginal utility of savings or profit is small, as would be expected from public sector agencies. Upcoding did seem to occur, but at very small levels and may have been mitigated after the county and providers had some experience with the new system. The association between the payment levels and the number of service days in a month, however, was significant in the first period, and potentially at a clinically important level. Limitations include data from a single county/multiple provider system and potential unmeasured confounding during the post-implementation period. IMPLICATIONS FOR HEALTH CARE PROVISION AND USE: Providers in our data were not at risk for inpatient services but decreases in use of outpatient services associated with rate decreases may lead to further increases in inpatient use and therefore expenditures over time. IMPLICATIONS FOR HEALTH POLICIES: Health program directors and policy makers need to be acutely aware of the interplay between provider payments and patient care and eventual health and mental health outcomes. IMPLICATIONS FOR FURTHER RESEARCH: Further research could examine the implications of the theoretical model of upcoding in other payment systems, estimate the power of the tiered-risk systems, and examine their influence on clinical outcomes.


Subject(s)
Accountable Care Organizations , Capitation Fee/statistics & numerical data , Fee-for-Service Plans/economics , Motivation , Primary Health Care/economics , Cost-Benefit Analysis/statistics & numerical data , Fee-for-Service Plans/statistics & numerical data , Health Expenditures , Humans , Models, Economic , Models, Theoretical , Public Sector
5.
J Ment Health Policy Econ ; 23(3): 115-137, 2020 Sep 01.
Article in English | MEDLINE | ID: mdl-33411675

ABSTRACT

BACKGROUND: The inclusion of indirect spillover costs and benefits that occur in non-healthcare sectors of society is necessary to make optimal societal decisions when assessing the cost effectiveness of healthcare interventions. Education costs and benefits are relevant in the disease area of mental and behavioral disorders, but their inclusion in economic evaluations is largely neglected due to lack of methodological knowledge. AIM OF THE STUDY: This study aims to explore, using a scoping review, the identification, measurement, and valuation methods used to assess the impact of mental and behavioural disorders on education costs and benefits. METHODS: A scoping review was conducted to identify articles that were set in the education sector and assessed education costs and benefits. An adapted 5-step approach was used: (i) initating a scoping review; (ii) identifying component studies; (iii) data extraction; (iv) reporting results; (v) discussion and interpretation of findings. Results were summarized in a narrative synthesis per identification, measurement, and valuation method. RESULTS: 177 component articles were identified in the scoping review that reported 61 mutually exclusive education costs and benefits. The nomenclature used to describe the costs and benefits was poorly defined, heterogeneous in nature and largely context dependent. This was also reflected in the diverse number of measurement and valuation methods found in the component articles. DISCUSSION: This is the first study, which offers a classification of education costs and benefits and costing methods reported by studies set in the education sector. In conclusion, mental and behavioral disorders have a notable impact on a variety of different education costs and benefits. IMPLICATIONS FOR HEALTH POLICIES: The classification provided in the current study gives an indication of the wide-spread impact of mental and behavioral disorders on the education sector. Hence, the inclusion of relevant education costs and benefits in economic evaluations for mental and behavioral disorders is necessary to make optimal societal decisions. IMPLICATIONS FOR FURTHER RESEARCH: By exploring a new area of research from a sector-specific perspective, the current study adds to the existing intersectoral cost and benefit literature base. Future research should focus on standardizing costing methods in pharmacoeconomic guidelines and assessing the relative importance of individual education costs and benefits in economic evaluations for specific interventions and diseases.


Subject(s)
Delivery of Health Care/statistics & numerical data , Health Care Costs/statistics & numerical data , Health Services/statistics & numerical data , Mental Disorders/therapy , Cost-Benefit Analysis , Humans , Mental Disorders/psychology , Problem Behavior
6.
Med Care ; 56(10): 870-876, 2018 10.
Article in English | MEDLINE | ID: mdl-30211809

ABSTRACT

BACKGROUND: The complex nature of managing care for people with severe mental illness (SMI), including major depression, bipolar disorder, and schizophrenia, is a challenge for primary care practices, especially in rural areas. The team-based emphasis of medical homes may act as an important facilitator to help reduce observed rural-urban differences in care. OBJECTIVE: The objective of this study was to examine whether enrollment in medical homes improved care in rural versus urban settings for people with SMI. RESEARCH DESIGN: Secondary data analysis of North Carolina Medicaid claims from 2004-2007, using propensity score weights and generalized estimating equations to assess differences between urban, nonmetropolitan urban and rural areas. SUBJECTS: Medicaid-enrolled adults with diagnoses of major depressive disorder, bipolar disorder or schizophrenia. Medicare/Medicaid dual eligibles were excluded. MEASURES: We examined utilization measures of primary care use, specialty mental health use, inpatient hospitalizations, and emergency department use and medication adherence. RESULTS: Rural medical home enrollees generally had higher primary care use and medication adherence than rural nonmedical home enrollees. Rural medical home enrollees had fewer primary care visits than urban medical home enrollees, but both groups were similar on the other outcome measures. These findings varied somewhat by SMI diagnosis. CONCLUSIONS: Findings indicate that enrollment in medical homes among rural Medicaid beneficiaries holds the promise of reducing rural-urban differences in care. Both urban and rural medical homes may benefit from targeted resources to help close the remaining gaps and to improve the success of the medical home model in addressing the health care needs of people with SMI.


Subject(s)
Mental Disorders/therapy , Patient Acceptance of Health Care/statistics & numerical data , Patient-Centered Care/statistics & numerical data , Treatment Adherence and Compliance/statistics & numerical data , Adult , Female , Humans , Male , Medicaid/statistics & numerical data , Mental Disorders/epidemiology , Mental Disorders/psychology , Middle Aged , North Carolina/epidemiology , Rural Population/statistics & numerical data , United States , Urban Population/statistics & numerical data
7.
Psychiatr Q ; 88(2): 323-333, 2017 06.
Article in English | MEDLINE | ID: mdl-27342104

ABSTRACT

Large urban jails have become a collection point for many persons with severe mental illness. Connections between jail and community mental health services are needed to assure in-jail care and to promote successful community living following release. This paper addresses this issue for 2855 individuals with severe mental illness who received community mental health services prior to jail detention in King County (Seattle), Washington over a 5-year time period using a unique linked administrative data source. Logistic regression was used to determine the probability that a detainee with severe mental illness received mental health services while in jail as a function of demographic and clinical characteristics. Overall, 70 % of persons with severe mental illness did receive in-jail mental health treatment. Small, but statistically significant sex and race differences were observed in who received treatment in the jail psychiatric unit or from the jail infirmary. Findings confirm the jail's central role in mental health treatment and emphasize the need for greater information sharing and collaboration with community mental health agencies to minimize jail use and to facilitate successful community reentry for detainees with severe mental illness.


Subject(s)
Community Mental Health Services/organization & administration , Health Services Accessibility , Mentally Ill Persons/psychology , Prisoners/psychology , Prisons/organization & administration , Urban Population/statistics & numerical data , Adult , Female , Healthcare Disparities/statistics & numerical data , Humans , Male , Mentally Ill Persons/statistics & numerical data , Prisoners/statistics & numerical data , Washington , Young Adult
8.
Med Care ; 53(2): 168-76, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25517069

ABSTRACT

BACKGROUND: Medications are an integral component of management for many chronic conditions, and suboptimal adherence limits medication effectiveness among persons with multiple chronic conditions (MCC). Medical homes may provide a mechanism for increasing adherence among persons with MCC, thereby enhancing management of chronic conditions. OBJECTIVE: To examine the association between medical home enrollment and adherence to newly initiated medications among Medicaid enrollees with MCC. RESEARCH DESIGN: Retrospective cohort study comparing Community Care of North Carolina medical home enrollees to nonenrollees using merged North Carolina Medicaid claims data (fiscal years 2008-2010). SUBJECTS: Among North Carolina Medicaid-enrolled adults with MCC, we created separate longitudinal cohorts of new users of antidepressants (N=9303), antihypertensive agents (N=12,595), oral diabetic agents (N=6409), and statins (N=9263). MEASURES: Outcomes were the proportion of days covered (PDC) on treatment medication each month for 12 months and a dichotomous measure of adherence (PDC>0.80). Our primary analysis utilized person-level fixed effects models. Sensitivity analyses included propensity score and person-level random-effect models. RESULTS: Compared with nonenrollees, medical home enrollees exhibited higher PDC by 4.7, 6.0, 4.8, and 5.1 percentage points for depression, hypertension, diabetes, and hyperlipidemia, respectively (P's<0.001). The dichotomous adherence measure showed similar increases, with absolute differences of 4.1, 4.5, 3.5, and 4.6 percentage points, respectively (P's<0.001). CONCLUSIONS: Among Medicaid enrollees with MCC, adherence to new medications is greater for those enrolled in medical homes.


Subject(s)
Chronic Disease/drug therapy , Medicaid/statistics & numerical data , Medication Adherence/statistics & numerical data , Medication Therapy Management/organization & administration , Patient-Centered Care/organization & administration , Patient-Centered Care/statistics & numerical data , Adult , Antidepressive Agents/therapeutic use , Cohort Studies , Depression/drug therapy , Female , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hyperlipidemias/drug therapy , Hypertension/drug therapy , Male , Middle Aged , North Carolina , Retrospective Studies , United States
9.
Adm Policy Ment Health ; 42(3): 332-42, 2015 May.
Article in English | MEDLINE | ID: mdl-24965771

ABSTRACT

This study examined the effects of a waitlist policy for state psychiatric hospitals on length of stay and time to readmission using data from North Carolina for 2004-2010. Cox proportional hazards models tested the hypothesis that patients were discharged "quicker-but-sicker" post-waitlist, as hospitals struggled to manage admission delays and quickly admit waitlisted patients. Results refute this hypothesis, indicating that waitlists were associated with increased length of stay and time to readmission. Further research is needed to evaluate patients' clinical outcomes directly and to examine the impact of state hospital waitlists in other areas, such as state hospital case mix, local emergency departments, and outpatient mental health agencies.


Subject(s)
Hospitals, Psychiatric/organization & administration , Hospitals, State/organization & administration , Length of Stay/statistics & numerical data , Organizational Policy , Patient Readmission/statistics & numerical data , Substance-Related Disorders/epidemiology , Waiting Lists , Adolescent , Adult , Diagnosis, Dual (Psychiatry) , Female , Hospitalization/statistics & numerical data , Humans , Male , Mental Disorders/epidemiology , Middle Aged , North Carolina/epidemiology , Patient Discharge/statistics & numerical data , Proportional Hazards Models , Sex Factors , Time Factors , Young Adult
10.
Med Care ; 52 Suppl 3: S101-9, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24561748

ABSTRACT

BACKGROUND: Little is known about the quality of care received by Medicaid enrollees with multiple chronic conditions (MCCs) and whether quality is different for those with mental illness. OBJECTIVES: To examine cancer screening and single-disease quality of care measures in a Medicaid population with MCC and to compare quality measures among persons with MCC with varying medical comorbidities with and without depression or schizophrenia. RESEARCH DESIGN: Secondary data analysis using a unique data source combining Medicaid claims with other administrative datasets from North Carolina's mental health system. SUBJECTS: Medicaid-enrolled adults aged 18 and older with ≥2 of 8 chronic conditions (asthma, chronic obstructive pulmonary disease, diabetes, hypertension, hyperlipidemia, seizure disorder, depression, or schizophrenia). Medicare/Medicaid dual enrollees were excluded due to incomplete data on their medical care utilization. MEASURES: We examined a number of quality measures, including cancer screening, disease-specific metrics, such as receipt of hemoglobin A1C tests for persons with diabetes, and receipt of psychosocial therapies for persons with depression or schizophrenia, and medication adherence. RESULTS: Quality of care metrics was generally lower among those with depression or schizophrenia, and often higher among those with increasing levels of medical comorbidities. A number of exceptions to these trends were noted. CONCLUSIONS: Cancer screening and single-disease quality measures may provide a benchmark for overall quality of care for persons with MCC; these measures were generally lower among persons with MCC and mental illness. Further research on quality measures that better reflect the complex care received by persons with MCC is essential.


Subject(s)
Health Status , Medicaid/statistics & numerical data , Mental Disorders/therapy , Quality Indicators, Health Care/statistics & numerical data , Severity of Illness Index , Adult , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/therapy , Chronic Disease/epidemiology , Comorbidity , Depression/epidemiology , Depression/therapy , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/therapy , Female , Humans , Lung Diseases/epidemiology , Lung Diseases/therapy , Male , Mental Disorders/epidemiology , Middle Aged , North Carolina/epidemiology , Schizophrenia/epidemiology , Schizophrenia/therapy , Seizures/epidemiology , Seizures/therapy , United States , Young Adult
11.
Med Care ; 52 Suppl 3: S85-91, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24561764

ABSTRACT

BACKGROUND: Patients with comorbid severe mental illness (SMI) may use primary care medical homes differently than other patients with multiple chronic conditions (MCC). OBJECTIVE: To compare medical home use among patients with comorbid SMI to use among those with only chronic physical comorbidities. RESEARCH DESIGN: We examined data on children and adults with MCC for fiscal years 2008-2010, using generalized estimating equations to assess associations between SMI (major depressive disorder or psychosis) and medical home use. SUBJECTS: Medicaid and medical home enrolled children (age, 6-17 y) and adults (age, 18-64 y) in North Carolina with ≥2 of the following chronic health conditions: major depressive disorder, psychosis, hypertension, diabetes, hyperlipidemia, seizure disorder, asthma, and chronic obstructive pulmonary disease. MEASURES: We examined annual medical home participation (≥1 visit to the medical home) among enrollees and utilization (number of medical home visits) among participants. RESULTS: Compared with patients without depression or psychosis, children and adults with psychosis had lower rates of medical home participation (-12.2 and -8.2 percentage points, respectively, P<0.01) and lower utilization (-0.92 and -1.02 visits, respectively, P<0.01). Children with depression had lower participation than children without depression or psychosis (-5.0 percentage points, P<0.05). Participation and utilization among adults with depression was comparable with use among adults without depression or psychosis (P>0.05). CONCLUSIONS: Overall, medical home use was relatively high for Medicaid enrollees with MCC, though it was somewhat lower among those with SMI. Targeted strategies may be required to increase medical home participation and utilization among SMI patients.


Subject(s)
Community Mental Health Centers/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Medicaid/statistics & numerical data , Mental Disorders/therapy , Patient Acceptance of Health Care/statistics & numerical data , Severity of Illness Index , Adolescent , Adult , Age Distribution , Child , Chronic Disease/epidemiology , Chronic Disease/therapy , Comorbidity , Female , Humans , Male , Mental Disorders/epidemiology , Middle Aged , North Carolina/epidemiology , Referral and Consultation/statistics & numerical data , Socioeconomic Factors , United States , Young Adult
12.
N Engl J Med ; 362(2): 101-9, 2010 Jan 14.
Article in English | MEDLINE | ID: mdl-20071699

ABSTRACT

BACKGROUND: Military operations in Iraq and Afghanistan have involved the frequent and extended deployment of military personnel, many of whom are married. The effect of deployment on mental health in military spouses is largely unstudied. METHODS: We examined electronic medical-record data for outpatient care received between 2003 and 2006 by 250,626 wives of active-duty U.S. Army soldiers. After adjustment for the sociodemographic characteristics and the mental health history of the wives, as well as the number of deployments of the personnel, we compared mental health diagnoses according to the number of months of deployment in Operation Iraqi Freedom in the Iraq-Kuwait region and Operation Enduring Freedom in Afghanistan during the same period. RESULTS: The deployment of spouses and the length of deployment were associated with mental health diagnoses. In adjusted analyses, as compared with wives of personnel who were not deployed, women whose husbands were deployed for 1 to 11 months received more diagnoses of depressive disorders (27.4 excess cases per 1000 women; 95% confidence interval [CI], 22.4 to 32.3), sleep disorders (11.6 excess cases per 1000; 95% CI, 8.3 to 14.8), anxiety (15.7 excess cases per 1000; 95% CI, 11.8 to 19.6), and acute stress reaction and adjustment disorders (12.0 excess cases per 1000; 95% CI, 8.6 to 15.4). Deployment for more than 11 months was associated with 39.3 excess cases of depressive disorders (95% CI, 33.2 to 45.4), 23.5 excess cases of sleep disorders (95% CI, 19.4 to 27.6), 18.7 excess cases of anxiety (95% CI, 13.9 to 23.5), and 16.4 excess cases of acute stress reaction and adjustment disorders (95% CI, 12.2 to 20.6). CONCLUSIONS: Prolonged deployment was associated with more mental health diagnoses among U.S. Army wives, and these findings may have relevance for prevention and treatment efforts.


Subject(s)
Mental Disorders/epidemiology , Mental Health Services/statistics & numerical data , Military Personnel , Spouses/psychology , Stress, Psychological/epidemiology , Warfare , Adult , Afghan Campaign 2001- , Ambulatory Care/statistics & numerical data , Anxiety Disorders/epidemiology , Depressive Disorder/epidemiology , Family Health , Female , Humans , Iraq War, 2003-2011 , Mental Health , Middle Aged , Risk , Sleep Wake Disorders/epidemiology , United States , Young Adult
13.
J Ment Health Policy Econ ; 16(2): 81-92, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23999205

ABSTRACT

BACKGROUND: There is an on-going concern that reductions in psychiatric inpatient bed capacity beyond a critical threshold will further exacerbate the incarceration of persons with mental illness. However, research to date to assess the proposed relationship between inpatient bed capacity and jail use has been limited in several ways. In addition, mechanisms through which changes in psychiatric bed capacity may affect jail use by persons with mental illness remain unexamined empirically. AIMS OF THE STUDY: The aim of this study is to test whether changes in inpatient psychiatric resources, measured by per-capita psychiatric beds, inversely affect the likelihood of jail use by persons with severe mental illness. We also examine mechanisms that link psychiatric bed supply and jail detention. METHODS: We analyze unique individual-level panel data on 41,236 adults in King County, Washington who were users of jails, the public mental health system, or the Medicaid program from 1993 to 1998. Using administrative records, we identify persons ever diagnosed with severe mental illness during the study period. Our analyses build upon a system of simultaneous equations that captures mechanisms from changes in psychiatric bed supply to jail detention. We estimate a reduced-form model and calculate the total effect of a shift in psychiatric bed supply on the likelihood of jail use by persons with severe mental illness. We also estimate a semi-reduced-form equation to examine whether changes in mental health and substance use mediate the relationship between bed supply and jail detention. We estimate linear probability models with person-level fixed effects to control for individual heterogeneity. Standard errors are adjusted for intra-cluster correlations. When an equation includes an endogenous variable, we calculate generalized method of moments estimators with instrumental variables. RESULTS: A decrease in the supply of psychiatric hospital beds is significantly associated with a greater probability of jail detention for minor charges among persons diagnosed with severe mental illness. Substance use appears to mediate this relationship. DISCUSSION: A reduction of inpatient psychiatric beds, ceteris paribus, is associated with an increase in jail detention among persons with severe mental illness via substance use problems. Further research should examine whether the magnitude of this relationship is greater for persons who have severe mental illness but are unable to obtain necessary treatment. IMPLICATIONS FOR HEALTH POLICIES: This study further confirms an identified relationship between the supply of inpatient psychiatric beds, substance use and jail detention among persons with severe mental illness. These important relationships should be incorporated in the policy planning process, especially at the time of psychiatric inpatient bed reductions.


Subject(s)
Hospital Bed Capacity , Hospitals, Psychiatric , Mental Disorders , Prisons/statistics & numerical data , Severity of Illness Index , Adolescent , Adult , Databases, Factual , Empirical Research , Female , Humans , Male , Mental Disorders/diagnosis , Middle Aged , Washington , Young Adult
14.
Adm Policy Ment Health ; 39(6): 426-39, 2012 Nov.
Article in English | MEDLINE | ID: mdl-21706408

ABSTRACT

Women with co-occurring mental health and substance use disorders and trauma histories vary greatly in symptom severity and use of support services. This study estimated differential effects of an integrated treatment intervention (IT) across sub-groups of women in this population on services utilization outcomes. Data from a national study were used to cluster participants by symptoms and service utilization, and then estimate the effect of IT versus usual care on 12-month service utilization for each sub-group. The intervention effect varied significantly across groups, in particular indicating relative increases in residential treatment utilization associated with IT among women with predominating trauma and substance abuse symptoms. Understanding how IT influences service utilization for different groups of women in this population with complex needs is an important step toward achieving an optimal balance between need for treatment and service utilization, which can ultimately improve outcomes and conserve resources.


Subject(s)
Mental Disorders/therapy , Mental Health Services/statistics & numerical data , Substance-Related Disorders/therapy , Adult , Ambulatory Care/statistics & numerical data , Counseling/statistics & numerical data , Diagnosis, Dual (Psychiatry) , Female , Humans , Patient Acceptance of Health Care/statistics & numerical data , Residential Treatment/statistics & numerical data , Stress Disorders, Post-Traumatic/therapy , Treatment Outcome , United States , Women/psychology
15.
N C Med J ; 73(3): 161-8, 2012.
Article in English | MEDLINE | ID: mdl-22779145

ABSTRACT

BACKGROUND: Recent data show a maldistribution of psychiatrists in North Carolina and critical shortages in some areas. However, only 11 entire counties have official mental health professional shortage designation. METHODS: This paper presents estimates of the adequacy of the county-level mental health professional workforce. These estimates build on previous work in 4 ways: They account for mental health need as well as provider supply, capture adequacy of the prescriber and nonprescriber workforce, consider mental health services provided by primary care providers, and account for travel across county lines by providers and consumers. Workforce adequacy is measured at the county level by the percentage of rieed for mental health visits that is met by the current supply of prescribers and nonprescribers. RESULTS: Ninety-five of North Carolina's 100 counties have unmet need for prescribers. In contrast, only 7 have unmet need for nonprescribers, and these counties have inadequate numbers of prescribers as well. To eliminate the deficit under current national patterns of care, the state would need about 980 more prescribers. LIMITATIONS: Data limitations constrain findings to focus on percentage of met need rather than supplying exact counts of additional professionals needed. Estimates do not distinguish between public and private sectors of care, nor do they embody a standard of care. CONCLUSIONS: North Carolina is working to develop its mental health prescriber workforce. The Affordable Care Act provides new opportunities to develop the mental health workforce, innovative practices involving an efficient mix of professionals, and financing mechanisms to support them.


Subject(s)
Health Services Needs and Demand , Mental Health Services , Geography , Health Workforce/statistics & numerical data , Humans , North Carolina
16.
J Dual Diagn ; 7(3): 117-129, 2011 Jul.
Article in English | MEDLINE | ID: mdl-22368532

ABSTRACT

OBJECTIVE: The current study examined whether clinical responses to an integrated treatment intervention among women with co-occurring disorders and histories of abuse varied according to their service use patterns at baseline. METHODS: Data were from a national, multi-site, integrated treatment intervention study in 1998-2003. Analyses included 999 study participants assigned to the integrated treatment group and who were symptomatic at baseline. Participants' baseline service use activity was characterized according to five distinct baseline service use clusters. Logistic regression models estimated study participants' odds of good clinical responses to integrated treatment at 12 months across the five service clusters. RESULTS: Participants with high levels of psychotropic medication and medical care use at baseline had significantly lower odds than low-intensity service users of having a good response to integrated treatment at 12 months on mental health, alcohol addiction, and posttraumatic stress measures. A majority of women in this group had serious medical illness or disability and were more likely than their counterparts with other service use patterns to have used homeless or domestic violence shelters. CONCLUSIONS: Women who used high levels of medication and medical services appear to have faced especially difficult barriers in responding well to integrated treatment. Careful assessments of their mental health, trauma, and medical treatment needs may be required as part of integrated treatment in an effort to improve their response to integrated treatment, clinical outcomes and well-being. This information can also be used to target integrated treatment to women who are likely to respond positively and achieve meaningful improvements in their functioning.

17.
J Am Psychiatr Nurses Assoc ; 17(1): 90-7, 2011.
Article in English | MEDLINE | ID: mdl-21659299

ABSTRACT

PURPOSE: Forensic assertive community treatment (FACT) is a recent adaptation of the assertive community treatment (ACT) model; however, more information is needed about how FACT and ACT consumers differ and how FACT should be modified to accommodate these differences. METHOD: Linked, multisystem administrative data from King County, Washington, were used to compare the demographic, clinical, and criminal justice characteristics of ACT- and FACT-eligible consumers. RESULTS: FACT consumers were more likely to be male, persons of color, and had more complex clinical profiles. Also, some FACT consumers were incarcerated for sex offenses, and more than half had violent offenses. CONCLUSIONS: Traditionally, ACT teams avoid serving consumers with personality disorders, violent consumers, and sex offenders; however, given increased use of mandated outpatient treatment and mental health courts, FACT teams may have less discretion to choose whom they serve. The addition of clinical interventions and other modifications may be particularly important for FACT teams.


Subject(s)
Clinical Competence , Community Mental Health Services/methods , Crime , Mental Disorders/therapy , Prisoners/psychology , Program Evaluation/methods , Female , Forensic Psychiatry , Humans , Male , Washington
18.
Community Ment Health J ; 46(4): 356-63, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20217230

ABSTRACT

Jail diversion and forensic community treatment programs have proliferated over the past decade, far outpacing evidence regarding their efficacy. The current study reports findings from a randomized clinical trial conducted in California for frequent jail users with serious mental illness that compares a forensic assertive community treatment (FACT) intervention with treatment as usual (TAU). Outcomes are reported at 12 and 24 months post-randomization for criminal justice outcomes, behavioral health services and costs. At 12 months, FACT vs. TAU participants had fewer jail bookings, greater outpatient contacts, and fewer hospital days than did TAU participants. Results of zero-inflated negative binomial regression found that FACT participants had a higher probability of avoiding jail, although once jailed, the number of jail days did not differ between groups. Increased outpatient costs resulting from FACT outpatient services were partially offset by decreased inpatient and jail costs. The findings for the 24 month period followed the same pattern. These findings provide additional support for the idea that providing appropriate behavioral health services can reduce criminal justice involvement.


Subject(s)
Commitment of Mentally Ill/economics , Community Mental Health Services/economics , Mood Disorders/economics , Mood Disorders/rehabilitation , Patient Care Team/economics , Psychotic Disorders/economics , Psychotic Disorders/rehabilitation , Substance-Related Disorders/economics , Substance-Related Disorders/rehabilitation , Adult , California , Cooperative Behavior , Cost-Benefit Analysis , Criminal Law/economics , Female , Humans , Interdisciplinary Communication , Length of Stay/economics , Male , Middle Aged , Outcome and Process Assessment, Health Care , Secondary Prevention , Treatment Outcome
19.
Perm J ; 25: 1, 2020 12.
Article in English | MEDLINE | ID: mdl-33635757

ABSTRACT

OBJECTIVES: 1) To describe activation skills of African American parents on behalf of their children with mental health needs. 2) To assess the association between parent activation skills and child mental health service use. METHODS: Data obtained in 2010 and 2011 from African American parents in North Carolina raising a child with mental health needs (n = 325) were used to identify child mental health service use from a medical provider, counselor, therapist, or any of the above or if the child had ever been hospitalized. Logistic regression was used to model the association between parent activation and child mental health service use controlling for predisposing, enabling, and need characteristics of the family and child. RESULTS: Mean parent activation was 65.5%. Over two-thirds (68%) of children had seen a medical provider, 45% had seen a therapist, and 36% had seen a counselor in the past year. A quarter (25%) had been hospitalized. A 10-unit increase in parent activation was associated with a 31% higher odds that a child had seen any outpatient provider for their mental health needs (odds ratio = 1.31, confidence interval = 1.03-1.67, p = 0.03). The association varied by type of provider. Parent activation was not associated with seeing a counselor or a therapist or with being hospitalized. CONCLUSION: African American families with activation skills are engaged and initiate child mental health service use. Findings provide a rationale for investing in the development and implementation of interventions that teach parent activation skills and facilitate their use by practices in order to help reduce disparities in child mental health service use.


Subject(s)
Black or African American , Mental Health Services , Child , Cross-Sectional Studies , Family , Humans , Parents
20.
Community Ment Health J ; 45(5): 375-84, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19308729

ABSTRACT

The experience of trauma is highly prevalent in the lives of women with mental health and substance abuse problems. We examined how an intervention targeted to provide trauma-informed integrated services in the treatment of co-occurring disorders has changed the content of services reported by clients. We found that the intervention led to an increased provision of integrated services as well as services addressing each content area: trauma, mental health and substance abuse. There was no increase in service quantity from the intervention. Incorporation of trauma-specific element in the treatment of mental health and substance abuse may have been successfully implemented at the service level thereby better serve women with complex behavioral health histories.


Subject(s)
Delivery of Health Care, Integrated , Mental Disorders , Substance-Related Disorders , Women's Health Services/organization & administration , Wounds and Injuries/therapy , Adult , Comorbidity , Female , Humans , Interviews as Topic , Middle Aged , Young Adult
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