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Sarpal DK, Cole ES, Gannon JM, Li J, Adair DK, Chengappa KNR, Donohue JM. Variation of Clozapine Use for Treatment of Schizophrenia: Evidence from Pennsylvania Medicaid and Dually Eligible Enrollees. Community Ment Health J 2024; 60:743-753. [PMID: 38294579 DOI: 10.1007/s10597-023-01226-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/26/2023] [Indexed: 02/01/2024]
Abstract
While clozapine is the most effective antipsychotic treatment for treatment-resistant schizophrenia, it remains underutilized across the United States, warranting a more comprehensive understanding of variation in use at the county level, as well as characterization of existing prescribing patterns. Here, we examined both Medicaid and Medicare databases to (1) characterize temporal and geographic variation in clozapine prescribing and, (2) identify patient-level characteristics associated with clozapine use. We included Medicaid and Fee for Service Medicare data in the state of Pennsylvania from January 1, 2013, through December 31, 2019. We focused on individuals with continuous enrollment, schizophrenia diagnosis, and multiple antipsychotic trials. Geographic variation was examined across counties of Pennsylvania. Regression models were constructed to determine demographic and clinical characteristics associated with clozapine use. Out of 8,255 individuals who may benefit from clozapine, 642 received treatment. We observed high medication burden, overall, including multiple antipsychotic trials. We also identified variation in clozapine use across regions in Pennsylvania with a disproportionate number of prescribers in urban areas and several counties with no identified clozapine prescribers. Finally, demographic, and clinical determinants of clozapine use were observed including less use in people identified as non-Hispanic Black, Hispanic, or with a substance use disorder. In addition, greater medical comorbidity was associated with increased clozapine use. Our work leveraged both Medicaid and Medicare data to characterize and surveil clozapine prescribing. Our findings support efforts monitor disparities and opportunities for the optimization of clozapine within municipalities to enhance clinical outcomes.
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Affiliation(s)
- Deepak K Sarpal
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Evan S Cole
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jessica M Gannon
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jie Li
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Dale K Adair
- Office of Mental Health and Substance Abuse Services, Pennsylvania Department of Human Services, Harrisburg, PA, USA
| | - K N Roy Chengappa
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Julie M Donohue
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
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Frimpong EY, Ferdousi W, Rowan GA, Chaudhry S, Swetnam H, Compton MT, Smith TE, Radigan M. Racial and Ethnic Disparities in Health Care Access and Utilization among Medicaid Managed Care Beneficiaries. J Behav Health Serv Res 2023; 50:194-213. [PMID: 35945481 DOI: 10.1007/s11414-022-09811-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2022] [Indexed: 11/27/2022]
Abstract
This quasi-experimental study examined the impact of a statewide integrated special needs program Health and Recovery Plan (HARP) for individuals with serious mental illness and identified racial and ethnic disparities in access to Medicaid services. Generalized estimating equation negative binomial models were used to estimate changes in service use, difference-in-differences, and difference-in-difference-in-differences in the pre- to post-HARP periods. Implementation of the special needs plan contributed to reductions in racial/ethnic disparities in access and utilization. Notable among those enrolled in the special needs plan was the declining Black-White disparities in emergency room (ER) visits and inpatient stays, but the disparity in non-behavioral health clinic visits remains. Also, the decline of Hispanic-White disparities in ER, inpatient, and clinic use was more evident for HARP-enrolled patients. Health equity policies are needed in the delivery of care to linguistically and culturally disadvantaged Medicaid beneficiaries.
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Affiliation(s)
| | | | - Grace A Rowan
- New York State Office of Mental Health, New York, NY, USA
| | - Sahil Chaudhry
- New York State Office of Mental Health, New York, NY, USA
| | - Hannah Swetnam
- New York State Office of Mental Health, New York, NY, USA
| | - Michael T Compton
- Department of Psychiatry, Columbia University Vagelos College of Physicians & Surgeons, New York, NY, USA.,New York State Psychiatric Institute, New York, NY, USA
| | - Thomas E Smith
- New York State Office of Mental Health, New York, NY, USA.,Department of Psychiatry, Columbia University Vagelos College of Physicians & Surgeons, New York, NY, USA
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Holler E, Campbell NL, Boustani M, Dexter P, Ben Miled Z, Owora A. Racial disparities in the pharmacological treatment of insomnia: A time-to-event analysis using real-world data. Sleep Health 2023:S2352-7218(23)00032-3. [PMID: 36858835 DOI: 10.1016/j.sleh.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 12/19/2022] [Accepted: 02/09/2023] [Indexed: 03/02/2023]
Abstract
OBJECTIVE Examine the association between race and time to pharmacologic treatment of insomnia in a large multi-institutional cohort. METHODS Retrospective analysis of electronic medical records from a regional health information exchange. Eligible patients included adults with at least one healthcare visit per year from 2010 to 2019, a new insomnia diagnosis code during the study period, and no prior insomnia diagnosis codes or medications. A Cox frailty model was used to examine the association between race and time to an insomnia medication after diagnosis. RESULTS In total, 9557 patients were analyzed, 7773 (81.3%) of whom where White, 1294 (13.5%) Black, 238 (2.5%) Other, and 252 (2.6%) unknown race. About 6.2% of Black and 8% of Other race patients received an order for a Food and Drug Administration-approved insomnia medication after diagnosis compared with 13.5% of White patients. Black patients were significantly less likely to have an order for a Food and Drug Administration-approved insomnia medication at all time points (adjusted hazard ratio [aHR] range: 0.37-0.73), and patients reporting Other race were less likely to have received an order at 2 (aHR 0.51, 95% confidence interval [CI] 0.28-0.94), 3 (aHR 0.33, 95% CI 0.13-0.79), and 4 years (aHR 0.21, 95% CI 0.06-0.71) of follow-up. Similar results were observed in a sensitivity analysis including off-label medications. CONCLUSIONS Patients belonging to racial minority groups are less likely to be prescribed an insomnia medication than White patients after accounting for sociodemographic and clinical factors. Further research is needed to determine the extent to which patient preferences and physician perceptions affect these prescribing patterns and investigate potential disparities in nonpharmacologic treatment.
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Li P, Benson C, Geng Z, Seo S, Patel C, Doshi JA. Antipsychotic utilization, healthcare resource use and costs, and quality of care among fee-for-service Medicare beneficiaries with schizophrenia in the United States. J Med Econ 2023; 26:525-536. [PMID: 36961119 DOI: 10.1080/13696998.2023.2189859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/07/2023] [Accepted: 03/08/2023] [Indexed: 03/25/2023]
Abstract
BACKGROUND No research to date has examined antipsychotic (AP) use, healthcare resource use (HRU), costs, and quality of care among those with schizophrenia in the Medicare program despite it serving as the primary payer for half of individuals with schizophrenia in the US. OBJECTIVES To provide national estimates and assess regional variation in AP treatment utilization, HRU, costs, and quality measures among Medicare beneficiaries with schizophrenia. METHODS Cross-sectional descriptive analysis of 100% Medicare claims data from 2019. The sample included all adult Medicare beneficiaries with continuous fee-for-service coverage and ≥1 inpatient and/or ≥2 outpatient claims with a diagnosis for schizophrenia in 2019. Summary statistics on AP use; HRU and cost; and quality measures were reported at the national, state, and county levels. Regional variation was measured using the coefficient of variation (CoV). RESULTS We identified 314,888 beneficiaries with schizophrenia. About 91% used any AP; 20% used any long-acting injectable antipsychotic (LAI); and 14% used atypical LAIs. About 28% of beneficiaries had ≥1 hospitalization and 47% had ≥1 emergency room (ER) visits, the vast majority of which were related to mental health (MH). Total annual all-cause, MH, and schizophrenia-related costs were $23,662, $15,000 and $12,109, respectively. Among those with hospitalizations, 18.4% and 27.3% had readmission within 7 and 30 days and 56% and 67% had a physician visit and AP fill within 30 days post-discharge, respectively. Overall, 81% of beneficiaries were deemed adherent to their AP medications. Larger interstate variations were observed in LAI use than AP use (CoV: 0.21 vs 0.02). County-level variations were larger than state-level variations for all measures. CONCLUSIONS In this first study examining a national sample of Medicare beneficiaries with schizophrenia, we found low utilization rates of LAIs and high levels of hospital admissions/readmissions and ER visits. State and county-level variations were also found in these measures.
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Affiliation(s)
- Pengxiang Li
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Zhi Geng
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sanghyuk Seo
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | - Charmi Patel
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | - Jalpa A Doshi
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
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Ventura AMB, Hayes RD, Fonseca de Freitas D. Ethnic disparities in clozapine prescription for service-users with schizophrenia-spectrum disorders: a systematic review. Psychol Med 2022; 52:2212-2223. [PMID: 35787301 PMCID: PMC9527670 DOI: 10.1017/s0033291722001878] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 02/28/2022] [Accepted: 06/01/2022] [Indexed: 11/05/2022]
Abstract
Clozapine is the only licenced medication for treating treatment-resistant schizophrenia. Previous studies have suggested unequal rates of clozapine treatment by ethnicity among individuals with schizophrenia-spectrum disorders. One previous review has investigated this topic but was restricted to studies from the USA. This current review aims to synthesise the international literature regarding ethnic disparities in clozapine prescription amongst individuals with schizophrenia-spectrum disorders. We searched CINAHL, PubMed, Medline, Embase, APA PsycINFO and Open Grey and reviewed studies reporting on the proportion of service-users prescribed clozapine separately for different ethnic groups, in individuals with a primary diagnosis of schizophrenia or any schizophrenia-spectrum disorders. A narrative synthesis was conducted to integrate information from included studies. The review was registered in PROSPERO (Number: CRD42020221731). From 24 studies, there is strong, consistent evidence that Black and Hispanic service-users in the UK and the USA are significantly less likely to receive clozapine than White/Caucasian service-users after controlling for multiple demographic and clinical potential confounders. In New Zealand, Māori service-users were reported to be more likely to receive clozapine than those of White/European ethnicity. There is mixed evidence regarding Asian service-users in the UK. The mentioned disparities were observed in studies with TRS and non-TRS cohorts. The results imply that access to clozapine treatment varies among ethnic groups. These findings raise an ethical concern as they suggest a compromise of the standards of care in schizophrenia treatment practices. Interventions are needed to reduce clozapine prescribing disparities among ethnic communities.
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Affiliation(s)
- Anita Margarette Bayya Ventura
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Richard D. Hayes
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Daniela Fonseca de Freitas
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Department of Psychiatry, University of Oxford, Oxford, UK
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Normand SLT, Zelevinsky K, Abing HK, Horvitz-Lennon M. Statistical Approaches for Quantifying the Quality of Neurosurgical Care. World Neurosurg 2022; 161:331-342.e1. [PMID: 35505552 PMCID: PMC9074098 DOI: 10.1016/j.wneu.2022.01.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 01/10/2022] [Accepted: 01/11/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Quantifying quality of health care can provide valuable information to patients, providers, and policy makers. However, the observational nature of measuring quality complicates assessments. METHODS We describe a conceptual model for defining quality and its implications about the data collected, how to make inferences about quality, and the assumptions required to provide statistically valid estimates. Twenty-one binary or polytomous quality measures collected from 101,051 adult Medicaid beneficiaries aged 18-64 years with schizophrenia from 5 U.S. states show methodology. A categorical principal components analysis establishes dimensionality of quality, and item response theory models characterize the relationship between each quality measure and a unidimensional quality construct. Latent regression models estimate racial/ethnic and geographic quality disparities. RESULTS More than 90% of beneficiaries filled at least 1 antipsychotic prescription and 19% were hospitalized for schizophrenia during a 12-month observational period in our multistate cohort with approximately 2/3 nonwhite beneficiaries. Four quality constructs emerged: inpatient, emergency room, pharmacologic/ambulatory, and ambulatory only. Using a 2-parameter logistic model, pharmacologic/ambulatory care quality varied from -2.35 to 1.26 (higher = better quality). Black and Latinx beneficiaries had lower pharmacologic/ambulatory quality compared with whites. Race/ethnicity modified the association of state and pharmacologic/ambulatory care quality in latent regression modeling. Average quality ranged from -0.28 (95% confidence interval, -2.15 to 1.04) for blacks in New Jersey to 0.46 [95% confidence interval, -0.89 to 1.40] for whites in Michigan. CONCLUSIONS By combining multiple quality measures using item response theory models, a composite measure can be estimated that has more statistical power to detect differences among subjects than the observed mean per subject.
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Affiliation(s)
- Sharon-Lise T Normand
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA; Department of Biostatistics, Harvard Chan School of Public Health, Boston, Massachusetts, USA.
| | - Katya Zelevinsky
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Haley K Abing
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
| | - Marcela Horvitz-Lennon
- RAND Corporation, Boston, Massachusetts, USA; Cambridge Health Alliance, Cambridge, Massachusetts, USA
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8
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Charlesworth CJ, Zhu JM, Horvitz-Lennon M, McConnell KJ. Use of behavioral health care in Medicaid managed care carve-out versus carve-in arrangements. Health Serv Res 2021; 56:805-816. [PMID: 34312839 DOI: 10.1111/1475-6773.13703] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 04/01/2021] [Accepted: 04/14/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To evaluate differences in access to behavioral health services for Medicaid enrollees covered by a Medicaid entity that integrated the financing of behavioral and physical health care ("carve-in group") versus a Medicaid entity that separated this financing ("carve-out group"). DATA SOURCES/STUDY SETTING Medicaid claims data from two Medicaid entities in the Portland, Oregon tri-county area in 2016. STUDY DESIGN In this cross-sectional study, we compared differences across enrollees in the carve-in versus carve-out group, using a machine learning approach to incorporate a large set of covariates and minimize potential selection bias. Our primary outcomes included behavioral health visits for a variety of different provider types. Secondary outcomes included inpatient, emergency department, and primary care visits. DATA COLLECTION We used Medicaid claims, including adults with at least 9 months of enrollment. PRINCIPAL FINDINGS The study population included 45,786 adults with mental health conditions. Relative to the carve-out group, individuals in the carve-in group were more likely to access outpatient behavioral health (2.39 percentage points, p < 0.0001, with a baseline rate of approximately 73%). The carve-in group was also more likely to access primary care physicians, psychologists, and social workers and less likely to access psychiatrists and behavioral health specialists. Access to outpatient behavioral health visits was more likely in the carve-in arrangement among individuals with mild or moderate mental health conditions (compared to individuals with severe mental illness) and among black enrollees (compared to white enrollees). CONCLUSIONS Financial integration of physical and behavioral health in Medicaid managed care was associated with greater access to behavioral health services, particularly for individuals with mild or moderate mental health conditions and for black enrollees. Recent changes to incentivize financial integration should be monitored to assess differential impacts by illness severity, race and ethnicity, provider types, and other factors.
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Affiliation(s)
- Christina J Charlesworth
- Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, Oregon, USA
| | - Jane M Zhu
- Division of General Internal Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Marcela Horvitz-Lennon
- RAND Corporation, Cambridge Heath Alliance and Harvard Medical School, Boston, Massachusetts, USA
| | - K John McConnell
- Center for Health Systems Effectiveness, Oregon Health & Science University, Portland, Oregon, USA
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Horvitz-Lennon M, Volya R, Zelevinsky K, Shen M, Donohue JM, Mulcahy A, Normand SLT. Significance and Factors Associated with Antipsychotic Polypharmacy Utilization Among Publicly Insured US Adults. Adm Policy Ment Health 2021; 49:59-70. [PMID: 34009492 DOI: 10.1007/s10488-021-01141-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 11/26/2022]
Abstract
Antipsychotic polypharmacy (APP) lacks evidence of effectiveness in the care of schizophrenia or other disorders for which antipsychotic drugs are indicated, also exposing patients to more risks. Authors assessed APP prevalence and APP association with beneficiary race/ethnicity and payer among publicly-insured adults regardless of diagnosis. Retrospective repeated panel study of fee-for-service (FFS) Medicare, Medicaid, and dually-eligible white, black, and Latino adults residing in California, Georgia, Iowa, Mississippi, Oklahoma, South Dakota, or West Virginia, filling antipsychotic prescriptions between July 2008 and June 2013. Primary outcome was any monthly APP utilization. Across states and payers, 11% to 21% of 397,533 antipsychotic users and 12% to 19% of 9,396,741 person-months had some APP utilization. Less than 50% of person-months had a schizophrenia diagnosis and up to 19% had no diagnosed mental illness. Payer modified race/ethnicity effects on APP utilization only in CA; however, the odds of APP utilization remained lower for minorities than for whites. Elsewhere, the odds varied by race/ethnicity only in OK, with Latinos having lower odds than whites (odds ratio 0.76; 95% confidence interval 0.60-0.96). The odds of APP utilization varied by payer in several study states, with odds generally higher for Dual eligibles, although the differences were generally small; the odds also varied by year (lower at study end). APP was frequently utilized but mostly declined over time. APP utilization patterns varied across states, with no consistent association with race/ethnicity and small payer effects. Greater use of APP-reducing strategies are needed, particularly among non-schizophrenia populations.
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Affiliation(s)
- Marcela Horvitz-Lennon
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA.
- Cambridge Health Alliance, Cambridge, MA, USA.
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
| | - Rita Volya
- Institute for Health Care Policy, Massachusetts General Hospital, Boston, MA, USA
| | - Katya Zelevinsky
- The Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Mimi Shen
- RAND Corporation, Santa Monica, CA, USA
| | - Julie M Donohue
- The Department of Health Policy and Management, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Sharon-Lise T Normand
- The Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
- The Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
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Williams JC, Harowitz J, Glover J, Tek C, Srihari V. Systematic review of racial disparities in clozapine prescribing. Schizophr Res 2020; 224:11-18. [PMID: 33183948 DOI: 10.1016/j.schres.2020.07.023] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 06/29/2020] [Accepted: 07/26/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To conduct a systematic review of published evidence on clozapine prescribing disparities across racial and ethnic categories, estimate the size of these disparities, and assess possible causes to inform future monitoring and intervention. METHODS Electronic databases (MEDLINE, Embase, PsycINFO, Web of Science) were searched for directly relevant studies. Three independent reviewers selected studies: (1) of US samples; (2) directly addressed ethnic and/or racial disparities in prescribing of antipsychotic medications; (3) identified specific ethnic and/or racial groups (e.g. White, Blacks, Hispanics, non-Hispanic etc.); (4) reported clozapine prescription rates and (5) reported relevant covariates (i.e. gender, age, co-morbidities etc.). FINDINGS 16 studies met our eligibility criteria. All studies reported clozapine underutilization in ethnic and racial minority patients when compared to their white counterparts. These findings remained consistent despite different time periods, designs, data set types, and after controlling for relevant covariates such as: length of hospital stay, institutional setting, and disease severity. CONCLUSION The reasons for underutilization of clozapine in minority patients remain unclear. Various contributors can be categorized as: clinician-related factors (e.g. prescriber lack of experience), patient-related factors (e.g. distrust or suspicion of clinician), and institution-related factors (e.g. state operated facilities). Direct examination of these factors can help inform efforts to reduce clozapine prescription disparities.
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Affiliation(s)
| | - Jenna Harowitz
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Jan Glover
- Yale University, Department of Psychiatry, New Haven, CT, USA
| | - Cenk Tek
- Yale University, Department of Psychiatry, New Haven, CT, USA
| | - Vinod Srihari
- Yale University, Department of Psychiatry, New Haven, CT, USA
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Breslau J, Leckman-Westin E, Yu H, Han B, Pritam R, Guarasi D, Horvitz-Lennon M, Scharf DM, Pincus HA, Finnerty MT. Impact of a Mental Health Based Primary Care Program on Quality of Physical Health Care. Adm Policy Ment Health 2018; 45:276-85. [PMID: 28884234 DOI: 10.1007/s10488-017-0822-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
We examine the impact of mental health based primary care on physical health treatment among community mental health center patients in New York State using propensity score adjusted difference in difference models. Outcomes are quality indicators related to outpatient medical visits, diabetes HbA1c monitoring, and metabolic monitoring of antipsychotic treatment. Results suggest the program improved metabolic monitoring for patients on antipsychotics in one of two waves, but did not impact other quality indicators. Ceiling effects may have limited program impacts. More structured clinical programs to may be required to achieve improvements in quality of physical health care for this population.
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12
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Jiang Y, Ni W. Factors related to the comparative effectiveness of clozapine in patients with schizophrenia. J Comp Eff Res 2019; 8:179-185. [PMID: 30618273 DOI: 10.2217/cer-2018-0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM To examine the factors related to the comparative effectiveness of clozapine. PATIENTS & METHODS US insurance claims databases were used to identify schizophrenia patients. To examine the factors modifying the comparative effectiveness of clozapine in relation to other second-generation antipsychotics, a series of variables were interacted with a clozapine indicator in regressions. RESULTS The impacts of clozapine on both persistence and adherence were significantly modified by prior hospitalization, prior epilepsy diagnosis and prior use of antianginal agents. The relative risks of heavy inpatient services use and heavy emergency department services use were also modified by several factors. CONCLUSION Several factors can be used to identify patients who are more likely to benefit from clozapine than other second-generation antipsychotics.
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Affiliation(s)
- Yawen Jiang
- Department of Pharmaceutical & Health Economics, School of Pharmacy, University of Southern California, USC Schaeffer Center, Verna & Peter Dauterive Hall (VPD), 635 Downey Way, Los Angeles, CA 90089-3333, USA
| | - Weiyi Ni
- Department of Pharmaceutical & Health Economics, School of Pharmacy, University of Southern California, USC Schaeffer Center, Verna & Peter Dauterive Hall (VPD), 635 Downey Way, Los Angeles, CA 90089-3333, USA
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Bernardo M, de Dios C, Pérez V, Ignacio E, Serrano M, Vieta E, Mira JJ, Guilabert M, Roca M. Quality indicators in the treatment of patients with depression, bipolar disorder or schizophrenia. Consensus study. Rev Psiquiatr Salud Ment (Engl Ed) 2018; 11:66-75. [PMID: 29317210 DOI: 10.1016/j.rpsm.2017.09.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 07/18/2017] [Accepted: 09/18/2017] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To define a set of indicators for mental health care, monitoring quality assurance in schizophrenia, depression and bipolar disorders in Spain. MATERIAL AND METHOD Qualitative research. Consensus-based study involving 6 psychiatrists on the steering committee and a panel of 43 psychiatrists working in several health services in Spain. An initial proposal of 44 indicators for depression, 42 for schizophrenia and 58 for bipolar disorder was elaborated after reviewing the literature. This proposal was analysed by experts using the Delphi technique. The valuation of these indicators in successive rounds allowed those with less degree of consensus to be discarded. Feasibility, sensitivity and clinical relevance were considered. The study was carried out between July 2015 and March 2016. RESULTS Seventy indicators were defined by consensus: 17 for major depression, 16 for schizophrenia, 17 for bipolar disorder and 20 common to all three pathologies. These indicators included measures related to adequacy, patient safety, exacerbation, mechanical restraint, suicidal behaviour, psychoeducation, adherence, mortality and physical health. CONCLUSIONS This set of indicators allows quality monitoring in the treatment of patients with schizophrenia, depression or bipolar disorder. Mental health care authorities and professionals can use this proposal for developing a balanced scorecard adjusted to their priorities and welfare objectives.
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14
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Breslau J, Leckman-Westin E, Han B, Pritam R, Guarasi D, Horvitz-Lennon M, Scharf D, Finnerty M, Yu H. Impact of a mental health based primary care program on emergency department visits and inpatient stays. Gen Hosp Psychiatry 2018; 52:8-13. [PMID: 29475010 PMCID: PMC5936476 DOI: 10.1016/j.genhosppsych.2018.02.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 02/10/2018] [Accepted: 02/14/2018] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Integrating primary care services into specialty mental health clinics has been proposed as a method for improving health care utilization for medical conditions by adults with serious mental illness. This paper examines the impact of a mental health based primary care program on emergency department (ED) visits and hospitalizations. METHOD The program was implemented in seven New York City outpatient mental health clinics in two waves. Medicaid claims were used to identify patients treated in intervention clinics and a control group of patients treated in otherwise similar clinics in New York City. Impacts of the program were estimated using propensity score adjusted difference-in-differences models on a longitudinally followed cohort. RESULTS Hospital stays for medical conditions increased significantly in intervention clinics relative to control clinics in both waves (ORs = 1.21 (Wave 1) and 1.33 (Wave 2)). ED visits for behavioral health conditions decreased significantly relative to controls in Wave 1 (OR = 0.89), but not in Wave 2. No other significant differences in utilization trends between the intervention and control clinics were found. CONCLUSION Introducing primary care services into mental health clinics may increase utilization of inpatient services, perhaps due to newly identified unmet medical need in this population.
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Affiliation(s)
- Joshua Breslau
- RAND Corporation, 4570 Fifth Avenue, Suite, Pittsburgh, PA 15213, USA.
| | | | - Bing Han
- RAND Corporation, 1776 Main Street, Santa Monica, CA 90407, USA.
| | - Riti Pritam
- New York State Office of Mental Health, 44 Holland Ave, Albany, NY 12229, USA.
| | - Diana Guarasi
- New York State Office of Mental Health, 44 Holland Ave, Albany, NY 12229, USA.
| | | | - Deborah Scharf
- Lakehead University, Faculty of Education, 500 University Avenue, Orillia, ON L3V 0B9 Canada
| | - Molly Finnerty
- New York University, Langone Medical Center, New York, NY 10016 USA
| | - Hao Yu
- RAND Corporation, 4570 Fifth Avenue, Suite, Pittsburgh, PA 15213, USA.
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15
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Carson N, Progovac A, Wang Y, Cook BL. A decline in depression treatment following FDA antidepressant warnings largely explains racial/ethnic disparities in prescription fills. Depress Anxiety 2017; 34:1147-1156. [PMID: 28962069 PMCID: PMC5895183 DOI: 10.1002/da.22681] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 06/19/2017] [Accepted: 08/07/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Food and Drug Administration's 2004 antidepressant warning was followed by decreases in antidepressant prescribing for youth. This was due to declines in all types of depression treatment, not just the intended changes in antidepressant prescribing patterns. Little is known about how these patterns varied by race/ethnicity. METHOD Data are Medicaid claims from four U.S. states (2002-2009) for youth ages 5-17. Interrupted time series analyses measured changes due to the warning in levels and trends, by race/ethnicity, of three outcomes: antidepressant prescription fills, depression treatment visits, and incident fluoxetine prescription fills. RESULTS Prewarning, antidepressant fills were increasing across all racial/ethnic groups, fastest for White youth. Postwarning, there was an immediate drop and continued decline in the rate of fills among White youth, more than double the decline in the rate among Black and Latino youth. Prewarning, depression treatment visits were increasing for White and Latino youth. Postwarning, depression treatment stabilized among Latinos, but declined among White youth. Prewarning, incident fluoxetine fills were increasing for all groups. Postwarning, immediate increases and increasing trends of fluoxetine fills were identified for all groups. CONCLUSIONS Antidepressant prescription fills declined most postwarning for White youth, suggesting that risk information may have diffused less rapidly to prescribers or caregivers of minorities. Decreases in depression treatment visits help to explain the declines in antidepressant prescribing and were largest for White youth. An increase in incident fluoxetine fills, the only medication indicated for pediatric depression at the time, suggests that the warning may have shifted prescribing practices.
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Affiliation(s)
- Nicholas Carson
- Center for Multicultural Mental Health Research, Cambridge Health Alliance & Harvard Medical School, 1035 Cambridge Street, Suite 26, Cambridge, MA 02141, Fax: (617) 806-8740, Office: (617) 617-5269
| | - Ana Progovac
- Center for Multicultural Mental Health Research, Cambridge Health Alliance & Harvard Medical School
| | - Ye Wang
- Massachusetts General Hospital
| | - Benjamin L. Cook
- Center for Multicultural Mental Health Research, Cambridge Health Alliance & Harvard Medical School
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16
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Stegbauer C, Willms G, Kleine-Budde K, Bramesfeld A, Stammann C, Szecsenyi J. Development of indicators for a nationwide cross-sectoral quality assurance procedure for mental health care of patients with schizophrenia, schizotypal and delusional disorders in Germany. Z Evid Fortbild Qual Gesundhwes 2017; 126:13-22. [PMID: 29029972 DOI: 10.1016/j.zefq.2017.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 07/14/2017] [Accepted: 07/16/2017] [Indexed: 11/26/2022]
Abstract
PURPOSE This paper describes the development of quality indicators for an external statutory and cross-sectoral quality assurance (QA) procedure in the context of the German health care system for adult patients suffering from schizophrenia, schizotypal and delusional disorders (F20-F29). METHODS Indicators were developed by a modified RAND/UCLA Appropriateness Method with 1) the compilation of an indicator register based on a systematic literature search and analyses of health care claims data, 2) the selection of indicators by an expert panel that rated them for relevance and for feasibility regarding implementation. Indicators rated positive for both relevance and feasibility formed the final indicator set. RESULTS 847 indicators were identified by different searches. Out of these, 56 were selected for the indicator register. During the formal consensus process the expert panel recommended another 45 indicators so that a total of 101 indicators needed to be considered by the panel. Of these, 27 indicators rated both relevant and feasible were included in the final set of indicators: this set included 4 indicators addressing structures, 19 indicators addressing processes and 4 indicators addressing outcomes. 17 indicators of the set will be reported by hospitals and 8 by psychiatric outpatient facilities. Two indicators considered to be cross-sectoral will be reported by both sectors. DISCUSSION F20-F29 and its treatment show some specific features which so far have not been addressed by any procedure within the statutory QA program of the German health care system. These features include: Schizophrenia and related disorders a) are potentially chronic conditions, b) are mainly treated in outpatient settings, c) require a multi-professional treatment approach and d) are treated regionally in catchment areas. These specific features in combination with the peculiarities of some legal, political and organizational characteristics of the German health care system and its statutory QA program have strongly influenced the development of indicators. The result was a seemingly "imbalanced" set of indicators with a greater number of indicators for inpatient than for outpatient care despite the fact that clinical reality is otherwise. CONCLUSIONS The circumstances of the German health care system that restricted the development of this cross-sectoral QA procedure addressing care for F20-F29 are also most likely to emerge with the development of cross-sectoral QA procedures for other (potentially) chronic conditions that are mainly treated in the outpatient setting by multi-professional teams or by networks of different providers. In order to be able to develop a QA procedure that mirrors the reality of service provision for (potentially) chronic diseases such as F20-F29 we need to explore further current and new data sources, diminish sectoral borders, and implement health care responsibility on the level of catchment areas.
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Affiliation(s)
- Constance Stegbauer
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany.
| | - Gerald Willms
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany
| | - Katja Kleine-Budde
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany
| | - Anke Bramesfeld
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany; Institute for Epidemiology, Social Medicine and Health System Research, Hannover Medical School, Hannover, Germany
| | - Carina Stammann
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany
| | - Joachim Szecsenyi
- AQUA Institute for Applied Quality Improvement and Research in Health Care GmbH, Göttingen, Germany; Department of General Practice and Health Services Research, Heidelberg University Hospital, Heidelberg, Germany
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Abstract
The annual National Healthcare Quality and Disparities Reports document widespread and persistent racial and ethnic disparities. These disparities result from complex interactions between patient factors related to social disadvantage, clinicians, and organizational and health care system factors. Separate and unequal systems of health care between states, between health care systems, and between clinicians constrain the resources that are available to meet the needs of disadvantaged groups, contribute to unequal outcomes, and reinforce implicit bias. Recent data suggest slow progress in many areas but have documented a few notable successes in eliminating these disparities. To eliminate these disparities, continued progress will require a collective national will to ensure health care equity through expanded health insurance coverage, support for primary care, and public accountability based on progress toward defined, time-limited objectives using evidence-based, sufficiently resourced, multilevel quality improvement strategies that engage patients, clinicians, health care organizations, and communities.
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Affiliation(s)
- Kevin Fiscella
- Departments of Family Medicine and Public Health Sciences, University of Rochester Medical Center, Rochester, New York 14620;
| | - Mechelle R Sanders
- Departments of Family Medicine and Public Health Sciences, University of Rochester Medical Center, Rochester, New York 14620;
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18
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Yu TH, Hou YC, Tung YC, Chung KP. Why do outcomes of CABG care vary between urban and rural areas in Taiwan? A perspective from quality of care. Int J Qual Health Care 2015; 27:361-8. [PMID: 26239475 DOI: 10.1093/intqhc/mzv050] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/02/2015] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE This study explores the association between coronary artery bypass surgery (CABG) patients' residence and quality of care in terms of 30-day mortality. DESIGN A retrospective, multilevel study design was conducted using claims data from Taiwan's Universal Health Insurance Scheme. Hospital and surgeon's CABG operation volume, risk-adjusted surgical site infection rate and risk-adjusted 30-day mortality rate in the previous year were adopted as performance indicators, and the level of quality was evaluated via K-means clustering algorithm. Baron and Kenny's procedures for mediation effect were conducted. SETTING Hospitals in Taiwan. PARTICIPANTS Patients who underwent CABG surgeries from 1 January 2008 to 30 September 2011 were identified in this study. However, patients who were under the age of 18 years or above the age of 85(n = 164), with missing data for gender (n = 3) or received surgeries from surgeons who never performed any CABG surgeries (n = 27), were excluded. INTERVENTIONS None. MAIN OUTCOME MEASURES Thirty-day mortality. RESULTS There were 9973 CABG surgeries included in this study. Patients who lived in urban areas received better quality of care (28.90 vs. 21.57%) and enjoyed better outcome (4.33 vs. 6.84%). After the procedure of mediation effect testing, the results showed that the relationship between patient residence's urbanization level and 30-day mortality was partially mediated by patterns of quality of care. CONCLUSIONS The rural-dwelling CABG patients are less likely to approach the better performing healthcare providers, and this tendency indirectly affects their treatment outcomes. Policymakers still need to develop strategies to ensure better equity in access to quality health care.
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Affiliation(s)
- Tsung-Hsien Yu
- Institute of Health Policy and Management, National Taiwan University, Taipei, Taiwan
| | - Yu-Chang Hou
- Department of Chinese Medicine, Tao Yuan General Hospital, Ministry of Health and Welfare, Taoyuan, Taiwan
| | - Yu-Chi Tung
- Institute of Health Policy and Management, National Taiwan University, Taipei, Taiwan
| | - Kuo-Piao Chung
- Institute of Health Policy and Management, National Taiwan University, Taipei, Taiwan
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19
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Cook TB, Reeves GM, Teufel J, Postolache TT. Persistence of racial disparities in prescription of first-generation antipsychotics in the USA. Pharmacoepidemiol Drug Saf 2015; 24:1197-206. [PMID: 26132170 DOI: 10.1002/pds.3819] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 05/21/2015] [Accepted: 05/27/2015] [Indexed: 12/30/2022]
Abstract
PURPOSE The aim of this study was to estimate the prevalence of first-generation antipsychotics (FGA) prescribed for treatment of psychiatric and neurological conditions and use of benztropine to reduce extrapyramidal side effects (EPS) by patient race/ethnicity in a nationally representative sample of adult outpatient visits. METHODS The study sample included all outpatient visits (N = 8154) among patients aged 18-69 years where a prescription for one or more antipsychotics was recorded across 6 years of the National Ambulatory Medical Care Survey and National Hospital Ambulatory Medical Care Survey (2005-2010). Use of FGA was compared by race/ethnicity using multiple logistic regression models accounting for patient and clinical characteristics stratified by neighborhood poverty rate. Frequency of EPS was determined by use of benztropine to reduce or prevent EPS. RESULTS Black patients were significantly more likely than White patients to use FGA (odds ratio = 1.48, p = 0.040) accounting for psychiatric and neurological diagnoses, treatment setting, metabolic factors, neighborhood poverty, and payer source. Black patients were more than twice as likely as White patients to receive higher-potency FGA (haloperidol or fluphenazine), particularly in higher-poverty areas (odds ratio = 2.50, p < 0.001). Use of FGA, higher among Black than White patients, was positively associated with use of benztropine to reduce EPS. CONCLUSIONS Racial disparities in the pharmacological treatment of severe mental disorders persist 30 years after the introduction of second-generation antipsychotics. The relatively high frequency of FGA of use among Black patients compared with White patients despite more Food and Drug Administration-approved indications and lower EPS risk for second-generation antipsychotics requires additional research.
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Affiliation(s)
- Thomas B Cook
- Department of Public Health, Mercyhurst Institute of Public Health, Mercyhurst University, Erie, PA, USA
| | - Gloria M Reeves
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - James Teufel
- Department of Public Health, Mercyhurst Institute of Public Health, Mercyhurst University, Erie, PA, USA
| | - Teodor T Postolache
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.,Veterans Integrated Service Network (VISN) 5, Mental Illness Research Education and Clinical Center (MIRECC), Baltimore, MD, USA.,Rocky Mountain MIRECC, Denver, CO, USA
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20
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Horvitz-Lennon M, Volya R, Garfield R, Donohue JM, Lave JR, Normand SLT. Where You Live Matters: Quality and Racial/Ethnic Disparities in Schizophrenia Care in Four State Medicaid Programs. Health Serv Res 2015; 50:1710-29. [PMID: 25759240 DOI: 10.1111/1475-6773.12296] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE To determine whether (a) quality in schizophrenia care varies by race/ethnicity and over time and (b) these patterns differ across counties within states. DATA SOURCES Medicaid claims data from California, Florida, New York, and North Carolina during 2002-2008. STUDY DESIGN We studied black, Latino, and white Medicaid beneficiaries with schizophrenia. Hierarchical regression models, by state, quantified person and county effects of race/ethnicity and year on a composite quality measure, adjusting for person-level characteristics. PRINCIPAL FINDINGS Overall, our cohort included 164,014 person-years (41-61 percent non-whites), corresponding to 98,400 beneficiaries. Relative to whites, quality was lower for blacks in every state and also lower for Latinos except in North Carolina. Temporal improvements were observed in California and North Carolina only. Within each state, counties differed in quality and disparities. Between-county variation in the black disparity was larger than between-county variation in the Latino disparity in California, and smaller in North Carolina; Latino disparities did not vary by county in Florida. In every state, counties differed in annual changes in quality; by 2008, no county had narrowed the initial disparities. CONCLUSIONS For Medicaid beneficiaries living in the same state, quality and disparities in schizophrenia care are influenced by county of residence for reasons beyond patients' characteristics.
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Affiliation(s)
| | - Rita Volya
- Department of Health Care Policy, Harvard Medical School, Boston, MA
| | | | - Julie M Donohue
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Judith R Lave
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Sharon-Lise T Normand
- Department of Health Care Policy, Harvard Medical School, Boston, MA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA
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