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Published in: Administration and Policy in Mental Health and Mental Health Services Research 1/2019

01-01-2019 | Original Article

Impacts of an Integrated Medicaid Managed Care Program for Adults with Behavioral Health Conditions: The Experience of Illinois

Authors: Xiaoling Xiang, Randall Owen, F. L. Fredrik G. Langi, Kiyoshi Yamaki, Dale Mitchell, Tamar Heller, Amol Karmarkar, Dustin French, Neil Jordan

Published in: Administration and Policy in Mental Health and Mental Health Services Research | Issue 1/2019

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Abstract

This study assessed the impact of the Integrated Care Program (ICP), a new Medicaid managed care model in Illinois, on health services utilization and costs for adults with behavioral health conditions. Data sources included Medicaid claims, encounter records, and state payment data for 28,127 persons with a behavioral health diagnosis. Difference-in-differences models, in conjunction with propensity score weighting, were used to compare utilization and costs between ICP enrollees and a fee-for-service (FFS) comparison group. The model considered the impact of the SMART Act, which restricted access to care for the comparison group. Before the SMART Act, ICP was associated with 2.8 fewer all-cause primary care visits, 34.6 fewer behavioral health-specific outpatient visits, and 2.5 fewer all-cause inpatient admissions per 100 persons per month, and $228 lower total costs per member per month relative to the FFS group. After the SMART Act, ICP enrollees had increased outpatient and dental services utilization without significantly higher costs. The relative increase in utilization was due primarily to decreased utilization in the restricted FFS group after the SMART Act. By the end of the study period, the ICP group had 13.3 more all-cause primary care visits, 1.5 more emergency department visits, and 1.4 more dental visits per 100 persons per month relative to the FFS program. A fully-capitated, integrated managed care program has the potential to reduce overall Medicaid costs for people with behavioral health conditions without negative effects on service utilization.
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Literature
go back to reference Austin, P. C., & Stuart, E. A. (2015). Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Statistics in Medicine, 34(28), 3661–3679.CrossRefPubMedPubMedCentral Austin, P. C., & Stuart, E. A. (2015). Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Statistics in Medicine, 34(28), 3661–3679.CrossRefPubMedPubMedCentral
go back to reference Bianconi, J. M., Mahler, J. M., & McFarland, B. H. (2006). Outcomes for rural Medicaid clients with severe mental illness in fee for service versus managed care. Administration and Policy in Mental Health, 33(4), 411–422.CrossRefPubMed Bianconi, J. M., Mahler, J. M., & McFarland, B. H. (2006). Outcomes for rural Medicaid clients with severe mental illness in fee for service versus managed care. Administration and Policy in Mental Health, 33(4), 411–422.CrossRefPubMed
go back to reference Bouchery, E., & Harwood, H. (2003). The Nebraska Medicaid managed behavioral health care initiative: Impacts on utilization, expenditures, and quality of care for mental health. The Journal of Behavioral Health Services & Research, 30(1), 93–108.CrossRef Bouchery, E., & Harwood, H. (2003). The Nebraska Medicaid managed behavioral health care initiative: Impacts on utilization, expenditures, and quality of care for mental health. The Journal of Behavioral Health Services & Research, 30(1), 93–108.CrossRef
go back to reference Callahan, J. J., Shepard, D. S., Beinecke, R. H., Larson, M. J., & Cavanaugh, D. (1995). Mental health/substance abuse treatment in managed care: The Massachusetts Medicaid experience. Health Affairs (Millwood), 14(3), 173–184.CrossRef Callahan, J. J., Shepard, D. S., Beinecke, R. H., Larson, M. J., & Cavanaugh, D. (1995). Mental health/substance abuse treatment in managed care: The Massachusetts Medicaid experience. Health Affairs (Millwood), 14(3), 173–184.CrossRef
go back to reference Clark, R. E., Leung, Y. H., Lin, W., Little, F. C., O’Connell, E., O’Connor, D. M., … Browne, M. K. (2009). Twelve-month diagnosed prevalence of mental illness, substance use disorders, and medical comorbidity in Massachusetts Medicare and Medicaid members aged 55 and over. Clinical & Population Health Research. Retrieved from http://escholarship.umassmed.edu/gsbs_cphr/26. Clark, R. E., Leung, Y. H., Lin, W., Little, F. C., O’Connell, E., O’Connor, D. M., … Browne, M. K. (2009). Twelve-month diagnosed prevalence of mental illness, substance use disorders, and medical comorbidity in Massachusetts Medicare and Medicaid members aged 55 and over. Clinical & Population Health Research. Retrieved from http://​escholarship.​umassmed.​edu/​gsbs_​cphr/​26.
go back to reference Duggan, M., & Hayford, T. (2013). Has the shift to managed care reduced Medicaid expenditures? Evidence from state and local-level mandates. Journal of Policy Analysis and Management, 32(3), 505–535.CrossRefPubMed Duggan, M., & Hayford, T. (2013). Has the shift to managed care reduced Medicaid expenditures? Evidence from state and local-level mandates. Journal of Policy Analysis and Management, 32(3), 505–535.CrossRefPubMed
go back to reference Hutchinson, A. B., & Foster, E. M. (2003). The effect of Medicaid managed care on mental health care for children: A review of the literature. Mental Health Services Research, 5(1), 39–54.CrossRefPubMed Hutchinson, A. B., & Foster, E. M. (2003). The effect of Medicaid managed care on mental health care for children: A review of the literature. Mental Health Services Research, 5(1), 39–54.CrossRefPubMed
go back to reference Jones, K., Huey, J. C., Jordan, N., Boothroyd, R. A., Ramoni-Perazzi, J., & Shern, D. L. (2006). Examination of the effects of financial risk on the formal treatment costs for a Medicaid population with psychiatric disabilities. Medical Care, 44(4), 320–327.CrossRefPubMed Jones, K., Huey, J. C., Jordan, N., Boothroyd, R. A., Ramoni-Perazzi, J., & Shern, D. L. (2006). Examination of the effects of financial risk on the formal treatment costs for a Medicaid population with psychiatric disabilities. Medical Care, 44(4), 320–327.CrossRefPubMed
go back to reference Leff, H. S., Wieman, D. A., McFarland, B. H., Morrissey, J. P., Rothbard, A., Shern, D. L., … Allen, I. E. (2005). Assessment of Medicaid managed behavioral health care for persons with serious mental illness. Psychiatric Services, 56(10), 1245–1253.CrossRefPubMed Leff, H. S., Wieman, D. A., McFarland, B. H., Morrissey, J. P., Rothbard, A., Shern, D. L., … Allen, I. E. (2005). Assessment of Medicaid managed behavioral health care for persons with serious mental illness. Psychiatric Services, 56(10), 1245–1253.CrossRefPubMed
go back to reference Lewis, C., Lynch, H., & Johnston, B. (2003). Dental complaints in emergency departments: a national perspective. Annals of Emergency Medicine, 42(1), 93–99.CrossRefPubMed Lewis, C., Lynch, H., & Johnston, B. (2003). Dental complaints in emergency departments: a national perspective. Annals of Emergency Medicine, 42(1), 93–99.CrossRefPubMed
go back to reference Marton, J., Yelowitz, A., & Talbert, J. C. (2014). A tale of two cities? The heterogeneous impact of Medicaid managed care. Journal of Health Economics, 36, 47–68.CrossRefPubMed Marton, J., Yelowitz, A., & Talbert, J. C. (2014). A tale of two cities? The heterogeneous impact of Medicaid managed care. Journal of Health Economics, 36, 47–68.CrossRefPubMed
go back to reference Masland, M. C., Snowden, L. R., & Wallace, N. T. (2007). Assessment, authorization and access to medicaid managed mental health care. Administrationa and Policy in Mental Health, 34(6), 548–562.CrossRef Masland, M. C., Snowden, L. R., & Wallace, N. T. (2007). Assessment, authorization and access to medicaid managed mental health care. Administrationa and Policy in Mental Health, 34(6), 548–562.CrossRef
go back to reference Owen, R., Heller, T., & Bowers, A. (2016). Health services appraisal and the transition to Medicaid Managed Care from fee for service. Disability and Health Journal, 9(2), 239–247.CrossRefPubMed Owen, R., Heller, T., & Bowers, A. (2016). Health services appraisal and the transition to Medicaid Managed Care from fee for service. Disability and Health Journal, 9(2), 239–247.CrossRefPubMed
go back to reference Quan, H., Sundararajan, V., Halfon, P., Fong, A., Burnand, B., Luthe, J., … Ghali, W. A. (2005). Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Medical Care, 43(11), 1130–1139.CrossRefPubMed Quan, H., Sundararajan, V., Halfon, P., Fong, A., Burnand, B., Luthe, J., … Ghali, W. A. (2005). Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Medical Care, 43(11), 1130–1139.CrossRefPubMed
go back to reference Sturm, R. (1999). Cost and quality trends under managed care: Is there a learning curve in behavioral health carve-out plans? Journal of Health Economics, 18(5), 593–604.CrossRefPubMed Sturm, R. (1999). Cost and quality trends under managed care: Is there a learning curve in behavioral health carve-out plans? Journal of Health Economics, 18(5), 593–604.CrossRefPubMed
go back to reference Wooldridge, J. M. (2013). Introductory econometrics: A modern approach (5th ed.). Cincinnati: Southwestern College Publishing. Wooldridge, J. M. (2013). Introductory econometrics: A modern approach (5th ed.). Cincinnati: Southwestern College Publishing.
Metadata
Title
Impacts of an Integrated Medicaid Managed Care Program for Adults with Behavioral Health Conditions: The Experience of Illinois
Authors
Xiaoling Xiang
Randall Owen
F. L. Fredrik G. Langi
Kiyoshi Yamaki
Dale Mitchell
Tamar Heller
Amol Karmarkar
Dustin French
Neil Jordan
Publication date
01-01-2019
Publisher
Springer US
Published in
Administration and Policy in Mental Health and Mental Health Services Research / Issue 1/2019
Print ISSN: 0894-587X
Electronic ISSN: 1573-3289
DOI
https://doi.org/10.1007/s10488-018-0892-8

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