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1.
Healthcare (Basel) ; 12(2)2024 Jan 20.
Article in English | MEDLINE | ID: mdl-38275548

ABSTRACT

The existing literature has considered accountable care organizations (ACOs) as whole entities, neglecting potentially important variations in the characteristics and experiences of the individual practice sites that comprise them. In this observational cross-sectional study, our aim is to characterize the experience, capacity, and process heterogeneity at the practice site level within and between Medicaid ACOs, drawing on the Massachusetts Medicaid and Children's Health Insurance Program (MassHealth), which launched an ACO reform effort in 2018. We used a 2019 survey of a representative sample of administrators from practice sites participating in Medicaid ACOs in Massachusetts (n = 225). We quantified the clustering of responses by practice site within all 17 Medicaid ACOs in Massachusetts for measures of process change, previous experience with alternative payment models, and changes in the practices' ability to deliver high-quality care. Using multilevel logistic models, we calculated median odds ratios (MORs) and intraclass correlation coefficients (ICCs) to quantify the variation within and between ACOs for each measure. We found greater heterogeneity within the ACOs than between them for all measures, regardless of practice site and ACO characteristics (all ICCs ≤ 0.26). Our research indicates diverse experience with, and capacity for, implementing ACO initiatives across practice sites in Medicaid ACOs. Future research and program design should account for characteristics of practice sites within ACOs.

2.
Popul Health Manag ; 2023 Oct 30.
Article in English | MEDLINE | ID: mdl-37903233

ABSTRACT

On March 1, 2018, the Massachusetts Medicaid and Children's Health Insurance Program (MassHealth) launched an ambitious accountable care organization (ACO) program that sought to integrate care across the physical, behavioral, functional, and social services continuum while holding ACOs accountable for cost and quality. The study objective was to describe changes in health care utilization among MassHealth members during the pre-ACO baseline (2015-2017) and post-implementation periods (2018 and 2019). Using MassHealth administrative data, the authors conducted a repeated cross-sectional study of MassHealth members enrolled in ACOs during 2015-2019. Rates of primary care visits, all-cause and primary-care sensitive emergency department (ED) visits, ED boarding, hospitalizations, acute unplanned admissions, and readmissions were reported during the baseline period (2015-2017) and year 1 (2018) and year 2 (2019). Primary care visit rates increased for adult members throughout the study period from a baseline mean of 7.2-9.2 per member per year (observed-to-expected [O:E]: 1.16) in 2019. Observed all-cause hospitalization rates fell below expected values with O:E ratios of 0.96 among adults and 0.79 among children in 2018, and 0.96 and 0.92 among adults and children, respectively, in 2019. All-cause ED visit rates increased slightly, and rates of pediatric asthma-related admissions, unplanned admissions for adults with ambulatory care sensitive conditions, and unplanned admissions and ED boarding for adults with substance use disorder and serious mental illness all declined for the study period. These findings are suggestive of utilization shifts to higher-value, lower-cost care under Massachusetts's innovative and comprehensive ACO model.

3.
Med Care Res Rev ; 80(5): 519-529, 2023 10.
Article in English | MEDLINE | ID: mdl-37232171

ABSTRACT

Amid enthusiasm about accountable care organizations (ACOs) in Medicaid, little is known about the primary care practices engaging in them. We leverage a survey of administrators within a random sample (stratified by ACO) of 225 practices joining Massachusetts Medicaid ACOs (64% response rate; 225 responses). We measure the integration of processes with distinct entities: consulting clinicians, eye specialists for diabetes care, mental/behavioral care providers, and long-term and social services agencies. Using multivariable regression, we examine organizational correlates of integration and assess integration's relationships with care quality improvement, health equity, and satisfaction with the ACO. Integration varied across practices. Clinical integration was positively associated with perceived care quality improvement; social service integration was positively associated with addressing equity; and mental/behavioral and long-term service integration were positively associated with ACO satisfaction (all p < .05). Understanding differences in integration at the practice level is vital for sharpening policy, setting expectations, and supporting improvement in Medicaid ACOs.


Subject(s)
Accountable Care Organizations , Health Equity , United States , Humans , Medicaid , Quality of Health Care , Personal Satisfaction
4.
Med Care Res Rev ; 80(5): 507-518, 2023 10.
Article in English | MEDLINE | ID: mdl-37098858

ABSTRACT

Care coordination is central to health care delivery system reform efforts to control costs, improve quality, and enhance patient outcomes, especially for individuals with complex medical and social needs. The potential impact of addressing health-related social needs further illustrates the importance of coordinating health care services with community-based organizations that provide social services and support. This study offers early findings from a unique approach to care coordination delivered by 17 Medicaid Accountable Care Organizations and 27 partnering community-based organizations for individuals with behavioral health conditions and/or those needing long-term services and supports. Interview data from 54 key informants were qualitatively analyzed to understand factors affecting cross-sector integrated care. Key themes emerged, essential to implementing the new model statewide: clarifying roles and responsibilities; promoting communication; facilitating information exchange; developing workforce capacity; building essential relationships; and responsive, supportive program management through real-time feedback, financial incentives, technical assistance, and flexibility from the state Medicaid program.


Subject(s)
Accountable Care Organizations , Medicaid , United States , Humans , Massachusetts , Health Care Reform , Health Services Accessibility
5.
Front Public Health ; 9: 645665, 2021.
Article in English | MEDLINE | ID: mdl-33889558

ABSTRACT

Introduction: Massachusetts established 17 new Medicaid accountable care organizations (ACOs) and 24 affiliated Community Partners (CPs) in 2018 as part of a large-scale healthcare reform effort to improve care value. The new ACOs will receive $1.8 billion dollars in state and federal funding over 5 years through the Delivery System Reform Incentive Program (DSRIP). The multi-faceted study described in this protocol aims to address gaps in knowledge about Medicaid ACOs' impact on healthcare value by identifying barriers and facilitators to implementation and sustainment of the DSRIP-funded programs. Methods and analysis: The study's four components are: (1) Document Review to characterize the ACOs and CPs; (2) Semi-structured Key Informant Interviews (KII) with ACO and CP leadership, state-level Medicaid administrators, and patients; (3) Site visits with selected ACOs and CPs; and (4) Surveys of ACO clinical teams and CP staff. The Consolidated Framework for Implementation Research's (CFIR) serves as the study's conceptual framework; its versatile menu of constructs, arranged across five domains (Intervention Characteristics, Inner Setting, Outer Setting, Characteristics of Individuals, and Processes) guides identification of barriers and facilitators across multiple organizational contexts. For example, KII interview guides focus on understanding how Inner and Outer Setting factors may impact implementation. Document Review analysis includes extraction and synthesis of ACO-specific DSRIP-funded programs (i.e., Intervention Characteristics); KIIs and site visit data will be qualitatively analyzed using thematic analytic techniques; surveys will be analyzed using descriptive statistics (e.g., counts, frequencies, means, and standard deviations). Discussion: Understanding barriers and facilitators to implementing and sustaining Medicaid ACOs with varied organizational structures will provide critical context for understanding the overall impact of the Medicaid ACO experiment in Massachusetts. It will also provide important insights for other states considering the ACO model for their Medicaid programs. Ethics and dissemination: IRB determinations were that the overall study did not constitute human subjects research and that each phase of primary data collection should be submitted for IRB review and approval. Study results will be disseminated through traditional channels such as peer reviewed journals, through publicly available reports on the mass.gov website; and directly to key stakeholders in ACO and CP leadership.


Subject(s)
Accountable Care Organizations , Administrative Personnel , Health Care Reform , Humans , Massachusetts , Medicaid , United States
6.
Acad Med ; 88(11): 1606-8, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24072113

ABSTRACT

State Medicaid programs are playing an increasingly important role in the U.S. health care system and represent a major expenditure as well as a major source of revenue for state budgets. The size and complexity of these programs will only increase with the implementation of the Patient Protection and Affordable Care Act. Yet, many state Medicaid programs lack the resources and breadth of expertise to maximize the value of their programs not only for their beneficiaries but also for all those served by the health care system.Universities, especially those with medical schools and other health science programs, can serve as valuable partners in helping state Medicaid programs achieve higher levels of performance, including designing and implementing new approaches for monitoring the effectiveness and outcomes of health services and developing and sharing knowledge about program outcomes. In turn, universities can expand their role in public policy decision making while taking advantage of opportunities for additional research, training, and funding. As of 2013, approximately a dozen universities have developed formal agreements to provide faculty and care delivery resources to support their state Medicaid programs. These examples offer a road map for how others might approach developing similar, mutually beneficial partnerships.


Subject(s)
Medicaid/organization & administration , Public-Private Sector Partnerships/organization & administration , Universities , Humans , Medicaid/economics , Patient Protection and Affordable Care Act , Public Policy , Public-Private Sector Partnerships/economics , United States
7.
Disabil Health J ; 4(4): 209-18, 2011 Oct.
Article in English | MEDLINE | ID: mdl-22014668

ABSTRACT

BACKGROUND: The employment rate among adults with disabilities is significantly lower than that among adults without disabilities. Ensuring access to rehabilitative and other health care services may help to address health-related barriers to employment for working-age people with disabilities. This study examined the relationship of unmet need for 6 disability-related health care services to current employment status among working-age adults with disabilities enrolled in the Massachusetts Medicaid (MassHealth Standard) program. METHODS: Study participants included 436 MassHealth Standard members aged 19 to 64 who responded to the 2005/2006 MassHealth Employment and Disability Survey. Variables included members' demographic characteristics; Medicaid health plan and Medicare enrollment; members' self-report of potentially disabling conditions and current health status; access to health care as well as need and unmet need for 6 specific disability-related health care services (medications, mental health services, substance abuse services, medical supplies, durable medical equipment, personal assistance services); and current employment status. RESULTS: Fifteen percent of members reported currently working. Logistic regression analysis showed that (controlling for demographics, disability, health status, and other factors) members with greater unmet need were significantly less likely to be working (odds ratio = 0.58; 95% confidence interval = 0.33 to 0.99). Members' experience of unmet need was significantly greater for physical health services (supplies, durable medical equipment, personal assistance services) than for behavioral health services (mental health and substance abuse services) or medications. Working members generally rated services as important to work. Approximately 10% to 22% of nonworking members thought they would be able to work if needs were met. CONCLUSIONS: Meeting unmet needs for disability-related health care services may result in modest increases in employment among certain working-age adults with disabilities enrolled in the Massachusetts Medicaid program.


Subject(s)
Attitude to Health , Disabled Persons/statistics & numerical data , Employment , Health Services Accessibility/statistics & numerical data , Health Services Needs and Demand/statistics & numerical data , Health Services/statistics & numerical data , Medicaid , Adult , Female , Health Care Surveys , Humans , Logistic Models , Male , Massachusetts , Middle Aged , Odds Ratio , United States , Young Adult
8.
Inquiry ; 48(3): 183-96, 2011.
Article in English | MEDLINE | ID: mdl-22235544

ABSTRACT

The Massachusetts health reform, implemented in 2006 and 2007, reduced the uninsurance rate for working-age people with disabilities by nearly half Enrollment in Medicaid and subsidized insurance accounted for most of the gain in insurance coverage. The reduction in uninsurance was greatest among younger adults. The reform also reduced cost-related problems obtaining care; however, cost remains an obstacle, particularly among young adults with disabilities. The Massachusetts outcomes demonstrate that insurance subsidies, Medicaid expansions for low-income adults, individual insurance mandates, and enrollment initiatives can lead to substantial reductions in uninsurance and cost-related problems obtaining care among working-age people with disabilities.


Subject(s)
Disabled Persons/statistics & numerical data , Health Care Reform/statistics & numerical data , Insurance, Health/statistics & numerical data , State Health Plans/statistics & numerical data , Adult , Behavioral Risk Factor Surveillance System , Female , Humans , Male , Massachusetts , Medicaid/statistics & numerical data , Middle Aged , Socioeconomic Factors , United States
9.
Home Health Care Serv Q ; 27(4): 280-98, 2008.
Article in English | MEDLINE | ID: mdl-19097972

ABSTRACT

This study examined changes in Medicaid provider payments prior to and following approval for personal assistance services (PAS) among 471 PAS users compared to 295 nonusers who qualified for but did not use PAS, adjusting for differences between users and nonusers using propensity scores. PAS users showed a significantly greater increase in total monthly payments from pre- to post-PAS approval compared to nonusers (35% vs. -9) due to high average monthly payments for PAS ($1325). However, users showed a decrease in non-PAS payments compared to nonusers (1%-9% vs. -9%), with significant decreases in payments for both acute/rehabilitation hospitalizations and for nursing home/other long-term residential stays among users. While costly, savings in other areas may help reduce the net cost of PAS.


Subject(s)
Activities of Daily Living , Disabled Persons , Home Health Aides/economics , Medicaid/economics , Adolescent , Adult , Female , Humans , Male , Middle Aged , Retrospective Studies , United States , Young Adult
10.
J Occup Rehabil ; 17(3): 355-69, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17570039

ABSTRACT

INTRODUCTION: Fear of losing health insurance is believed to be a significant work barrier for people with disabilities in the US. We examined the relationship of different types of daily activity limitations to work outcomes among adults with a variety of disabling conditions for whom the risk of losing health insurance has been removed by enrolling in a Medicaid buy-in (MBI) program. METHODS: 1093 working-age adults with disabilities in the Massachusetts MBI program responded to the MassHealth Employment and Disability Survey, which provided data on the types of disabling conditions and activity limitations members experienced as well as three work outcomes--work status of members; annual earnings above substantial gainful activity of working members; and plans to work in the future of non-working members. RESULTS: Among different types of activity limitations, mobility limitations were generally associated with poorer work outcomes, regardless of disabling condition. Across members in three disability groups--psychiatric; physical; and co-occurring psychiatric and physical--those reporting mobility limitations were significantly less likely to be working or, if non-working, to be planning work than those reporting no or other types of limitations. There was an exception to this pattern with respect earnings among working members. Overall, work outcomes among members with co-occurring psychiatric and physical disabilities were most consistently negatively impacted by mobility limitations. CONCLUSIONS: Rehabilitation providers aiming to promote entry into the workforce need to be aware of the varied ways in which mobility limitations may create barriers for people with all types of disabilities.


Subject(s)
Disability Evaluation , Disabled Persons/rehabilitation , Mobility Limitation , Unemployment , Activities of Daily Living , Adult , Cross-Sectional Studies , Employment , Female , Health Surveys , Humans , Male , Massachusetts , Medicaid , Mentally Ill Persons , Middle Aged , Rehabilitation, Vocational , State Health Plans , United States
12.
Health Care Financ Rev ; 28(2): 11-20, 2006.
Article in English | MEDLINE | ID: mdl-17427841

ABSTRACT

Clinical health information technologies (HIT) are widely viewed as essential tools for improving the quality and efficiency of health care delivery. Medicaid agencies make substantial investments in information technology (IT), have much to gain through the widespread use of clinical HIT, and can have significant influence on the adoption of HIT by providers. Medicaid agencies, however, face legal, regulatory, and financing challenges in relation to supporting HIT adoption, use, standardization, and interoperability. This article summarizes the issues related to Medicaid's participation and support of clinical HIT, and makes recommendations for addressing policy challenges at the State and Federal level.


Subject(s)
Medicaid , Medical Informatics , Efficiency, Organizational , Policy Making , Quality of Health Care , State Government , United States
13.
Adm Policy Ment Health ; 32(4): 321-40, 2005 Mar.
Article in English | MEDLINE | ID: mdl-15844852

ABSTRACT

Using MEDLINE and other Internet sources, the authors perform a systematic review of published literature. A total of 109 articles and reports are identified and reviewed that address the development, implementation, outcomes, and trends related to Managed behavioral health care (MBHC). MBHC remains a work in progress. States have implemented their MBHC programs in a number of ways, making interstate comparisons challenging. While managed behavioral health care can lower costs and increase access, ongoing concerns about MBHC include potential incentives to under-treat those with more severe conditions due to the nature of risk-based contracting, the tendency to focus on acute care, difficulties assuring quality and outcomes consistently across regions, and a potential cost-shift to other public agencies or systems. Success factors for MBHC programs appear to include stakeholder involvement in program and policy development, effective contract development and management, and rate adequacy.


Subject(s)
Financing, Government , Managed Care Programs/economics , Mental Health Services/economics , Cost Savings , Eligibility Determination , United States
14.
J Occup Rehabil ; 12(3): 131-8, 2002 Sep.
Article in English | MEDLINE | ID: mdl-12228944

ABSTRACT

While work-related upper extremity conditions (WRUECs) cause almost 25% of lost time cases in the US, little is known about their long-term occupational consequences. A self-report survey was mailed to New Hampshire workers reporting a WRUEC one year prior to the study. Of the 72 (52%) valid respondents, 60% had lost > or = 1 week of work and 90% had returned to work. Almost 70% reported acute injury onset, and 26% had experienced a recurrence of their WRUEC. Both gradual-onset injuries and recurrences had worse outcomes. Recurrence was related to shorter job tenure, lower job satisfaction, and less satisfaction with medical care and insurer responses. Results imply that a single measure is insufficient to assess occupational outcomes subsequent to a WRUEC. The importance of secondary prevention was highlighted. There is a need for focus on gradual-onset injuries, as well as those acute-onset injuries with risk for recurrence.


Subject(s)
Cumulative Trauma Disorders/epidemiology , Occupational Diseases/epidemiology , Outcome Assessment, Health Care , Upper Extremity/injuries , Absenteeism , Adult , Cumulative Trauma Disorders/complications , Female , Humans , Job Satisfaction , Male , New Hampshire/epidemiology , Occupational Diseases/complications , Pilot Projects , Recurrence , Risk Factors , Surveys and Questionnaires , Unemployment , Work Capacity Evaluation
15.
Spine (Phila Pa 1976) ; 27(8): 864-70, 2002 Apr 15.
Article in English | MEDLINE | ID: mdl-11935111

ABSTRACT

OBJECTIVES: This pilot study explored a broad range of work-related outcomes for occupational low back injuries. METHODS: A model of occupational outcomes and a survey instrument were developed on the basis of interviews, expert opinion, and literature reviews. New Hampshire workers who had an occupational back injury a year before the study were sampled from first reports of injury and sent a mailed survey about their postinjury experiences and related factors. RESULTS: Of 251 randomly selected cases, a valid address could be identified for 121, and 99 patients responded. Almost 60% of the respondents had lost 1 week of work or more. At 1 year after injury, half of the respondents had returned to their preinjury job and employer, and 20% were unemployed, half of them because of the injury. Most working respondents reported no decrease in their work capacity. However, 68% still had pain exacerbated by work, and 47% worried that their condition would worsen with continued work. Reinjury occurred in 42% of the respondents. The work-related outcome measures were largely independent of each other. Exploratory multivariate analyses demonstrated unique patterns of factors associated with each outcome. Reinjury risk was significantly greater in respondents whose employers offered accommodations or whose postinjury jobs had greater ergonomic risk. The small sample size limited the ability to achieve statistically significant results in multivariate analyses. CONCLUSIONS: Simply measuring return to work did not appear to capture the full range of job-related consequences from occupational back injuries in this pilot evaluation. Timing of return to work, occupational ergonomic risks, and appropriate job modifications appeared to be particularly important in a safe return to the job after an occupational low back injury. Results suggest opportunities to address risk factors that may improve work outcomes.


Subject(s)
Back Injuries/rehabilitation , Low Back Pain/rehabilitation , Occupational Diseases/rehabilitation , Outcome Assessment, Health Care/statistics & numerical data , Adult , Back Injuries/epidemiology , Comorbidity , Ergonomics , Female , Humans , Low Back Pain/epidemiology , Male , New Hampshire/epidemiology , Occupational Diseases/epidemiology , Pilot Projects , Recurrence , Reproducibility of Results , Risk Factors , Surveys and Questionnaires
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