Organizational Capacity to Eliminate Outcome Disparities under Health care Reform Erick Guerrero, Ph.D. (USC) Investigative Team Lawrence Palinkas, Ph.D. (USC) Thomas D Aunno (Columbia U.) Christine Grella, Ph.D. (UCLA) Gregory Aarons, Ph.D. (UCSD) Addiction Technology Transfer Center Network Austin, Tx October 9 th, 2014 1 Main Goal and Impact Main Goal: Identify how health care reform may impact the organizational capacity of community-based outpatient substance abuse treatment (SAT) to expand services and reduce disparities in care. Overall impact: Understand how health insurance expansion impacts SAT capacity to offer mental health and HIV prevention services and consequently improve access and retention among low-income African American and Latino clients. NIDA R21- DA035634-01 (PI: E. Guerrero) + = Low Treatment Access & Retention 2 Problem Less than 20 percent of individuals who need addiction treatment, access such treatment (SAMHSA, 2012). In L.A. County, low income African American and Latinos are more likely than Whites to wait longer to start treatment and drop out earlier from treatment (Guerrero et al., 2013). Health insurance coverage, available providers and quality of care issues are among the most common barriers to access and retention among low income and racial/ethnic minority groups. Uninsured Rate Among Latino Adults Between July-September 2013 and April-June 2014 by Age, Language Spoken, and Income Data source: The Commonwealth Fund Affordable Care Act Tracking Surveys. Michelle M. Doty, PhD, MPH 1 ; David Blumenthal, MD 2 ; Sara R. Collins, PhD 3 3 1
Integrated (SA & MH) care providers in racial/ethnic minority communities in Los Angeles County Access and retention is further impacted by provider availability geographic location and delivery of required treatment (e.g. co-occurring substance use and mental health disorders) (Guerrero & Kao, 2013. Guerrero, G. E. & Kao, D. (2013). Racial/ethnic minority and low-income hotspots and their geographic proximity to integrated care providers. Substance Abuse Treatment, Prevention, and Policy 8 (34). doi: 10.1186/10.1186/1747-597X-8-34 Community-based providers are organizationally unprepared and ill equipped to contend with the billing management and co-occurring treatment services expected by health care reform (Rawson & McLellan, 2010; Chalk, 2010; Butler et al., 2008). Conceptual Framework Insurance expansion is likely to have a differential impact on access to and retention in treatment among low income minorities, depending on the organizational capacity of programs to meet reimbursement/billing and service delivery expectations. Explained by neo-institutional, resource dependency and organizational development (leadership and readiness for change) theories, we posit the following: 1) Programs that are better able to respond to the expansion of Medi-Cal will improve staff training and motivation, as well as program billing and reporting technology and expanding service delivery, which may enroll clients faster and engage them longer in services. 2) Bifurcation in quality of care: High-capacity programs (leadership, readiness for change, Medicaid readiness) will expand services and implement benchmark for access and retention. 3) Client outcome disparities will be seen in low capacity programs servicing mostly socially and health-related disadvantaged groups (e.g. low income, cultural minority, mental health and HIV risk). 2
Data was collected from publicly funded SAT programs. Sample was drawn from service areas covering more than 7 million residents (L.A. County). Pilot data - Program data collected in 2010-2011 using random sampling. - Sample frame drawn from client administrative data with program identifiers to merge data - Provided by 92% of managers (key informant per program). - Sampling frame -408 programs random sample from 350 programs communities with more than 40% African American and Latino residents in LA county. - Analytical sample: 104 programs and 13, 328 clients 21% African Americans, 43% Latinos METHODS 7 3
Measures - Latent class Program capacity (leadership, readiness for change, Medi-Cal acceptance). - Leadership Two subscales: Transformational (seven items, α =.92) and Transactional (two items, α =.77) leadership. 21 - Organizational readiness for change Texas Christian University measure 6 scales, α >.89. - Medi-Cal payment acceptance Program has a billing system for Medicaid billing and reporting. Analytic Approach - Multilevel negative binomial regressions (overdispersed count distribution - # of days) METHODS 7 RESULTS: Program capacity (leadership, readiness for change and Medi-Cal payment acceptance) strongly related to higher client access and retention. Program Capacity IRR= 0.021*** Wait time Program Capacity IRR= 1.295*** Duration Findings: MediCal astrongly related to access and retention Wait time Organizational Characteristics Medi-Cal acceptance - IRR= 0.045*** Public Funding - IRR= 0.990*** License - IRR= 0.402*** Client Characteristics Client Medi-Cal eligible - IRR= 0.604*** Wait time Treatment Retention Organizational Characteristics Readiness for change Motivational readiness - IRR = 1.01* Staff Attributes for change IRR = 0.979** License IRR = 1.148* Client Characteristics Client Medi-Cal eligible IRR= 1.105*** Duration 4
Conclusions Our conceptualization of organizational capacity using leadership, readiness for change and Medi-Cal payment acceptance was validated in the statistical significant associations with client outcomes. Program capacity differentiates programs on their ability to reduce client wait time and extend client duration in treatment. Key capacity factors for access were resource oriented (Medi-Cal payment acceptance, public funding, license) (Neo-institutional and Resource Dependency Theories) Key capacity factors for engagement (duration) were regulatory and service quality (culturally responsive care). Thanks! Questions? 14 References Aarons, G. A., & Palinkas, L. A. (2007). Implementation of evidence-based practice in child welfare: Service provider perspectives. Administration and Policy in Mental Health and Mental Health Services Research, 34(4), 411-419. Bluthenthal, R. N., Jacobson, J. O., & Robinson, P. L. (2007). Are racial disparities in alcohol treatment completion associated with racial differences in treatment modality entry? Comparison of outpatient treatment and residential treatment in Los Angeles County, 1998 to 2000. Alcoholism: Clinical & Experimental Resesearch, 31(11), 1920-1926. doi:10.1111/j.1530-0277.2007.00515.x Butler, M., Kane, R. L., McAlpine, D., Kathol, R. G., Fu, S. S., Hagedorn, H., & Wilt, T. J. (2008). Integration of mental health/substance abuse and primary care. Rockville, MD: Agency for Healthcare Research and Quality Chaffin, M., & Friedrich, B. (2004). Evidence-based treatments in child abuse and neglect. Child and Youth Service Review 26, (11),1097-1113. Chalk, M. (2010, January). Healthcare reform and treatment: Changes in organization, financing, and standards of care. Presentation at the quarterly meeting of the County Alcohol and Drug Program Administrators Association of California, Sacramento, CA. Grella, C.E., and J.A. Stein. 2006. Impact of Program Services on Treatment Outcomes of Patients with Comorbid Mental and Substance Use Disorders. Psychiatric Services 57(7): 1007-1015. doi:10.1176/appi.ps.57.7.1007 Guerrero, G. E., (in press). Enhancing treatment access and retention: The role of public insurance acceptance and cultural competence. Drug and Alcohol Dependence. Guerrero, G. E., Campos, M., Urada, D., Yang, J. C. (2012). Do Cultural and linguistic competence matter in Latinos completion of mandated substance abuse treatment? Substance Abuse Treatment, Prevention, and Policy, 7:34, doi: 10.1186/1747-597X-7-34 Guerrero, E.G., A. Cepeda, L. Duan, and T. Kim. 2012. "Disparities in Completion of Substance Abuse Treatment among Latino Subgroups in Los Angeles County, CA." Addictive Behaviors 37(10): 1162-1166. doi:10.1016/j.addbeh.2012.05.006 Guerrero, G. E. & Kim, A. (review and resubmit). Organizational Structure, Leadership, and Readiness for Change and the Implementation of Organizational Cultural Competence in Addiction Health Services Guerrero, G. E., Marsh, J. C., Duan, L., Oh, C, Perron, B., & Lee, B. (in press). Between and within racial and ethnic group disparities in completion of substance abuse treatment. Health Service Research, doi: 10.1111/1475-6773.12031 Hyde, P. S. (2011, June). Staying focused on the future: Drivers, challenges and opportunities. Presentation at the Faces and Voices of Recovery Annual Board Retreat, Washington, DC. MacMaster, S. A., Holleran, L. K., Chantus, D., & Kostyk, L. (2005). Documenting changes in the delivery of substance abuse services: The status of the 100 best treatment centers for alcoholism and drug abuse of 1988. Journal of Health & Social Policy, 20(3), 67-77. doi:10.1300/j045v20n03_04 Morgenstern, J., and D.A. Bux, Jr. 2003. Examining the Effects of Sex and Ethnicity on Substance Abuse Treatment and Mediational Pathways. Alcoholism: Clinical and Experimental Research 27(8): 1330-1332. doi:10.1097/01.alc.0000080344.96334.55 McLellan, A. T., Carise, D., & Kleber, H. D. (2003). Can the national addiction treatment infrastructure support the public's demand for quality care? Journal of Substance Abuse Treatment, 25(2), 117-121. doi:10.1016/s0740-5472(03)00156-9 Weisner, C., Mertens, J., Parthasarathy, S., Moore, C., & Lu, Y. (2001). Integrating primary medical care with addiction treatment. A randomized controlled trial. Journal of the American Medical Association, 28 (14), 1715-1723. Michelle M. Doty, PhD, MPH 1 ; David Blumenthal, MD 2 ; Sara R. Collins, PhD 3 (2014). Uninsured rates for Hispanics. JAMA online. 15 5