ArticleAddiction (Abingdon, England)2017
Effects of accountable care and payment reform on substance use disorder treatment: evidence from the initial 3 years of the alternative quality contract.
Article in Addiction (Abingdon, England), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Value-Based Provider Payment Initiatives Combining Global Payments With Explicit Quality Incentives: A Systematic Review.Medical care research and review : MCRR · 2020Pooled it
- Association of Alternative Payment and Delivery Models With Outcomes for Mental Health and Substance Use Disorders: A Systematic Review.JAMA network open · 2020Pooled it
- County health rankings, provider shortages, and the health of incarcerated women with opioid use disorder.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026Article
- Characteristics of accountable care organizations offering methadone to patients with opioid use disorder.Health affairs scholar · 2025Article
- Receipt and duration of buprenorphine treatment during pregnancy and postpartum periods in a national privately-insured cohort.Drug and alcohol dependence reports · 2023Article
- Changes in Health Care Utilization During the First 2 Years of Massachusetts Medicaid Accountable Care Organizations.Population health management · 2023Article
- Taking account of accountable care.Health services research · 2021Article
- Effectiveness of value-based purchasing for substance use treatment engagement and retention.Journal of substance abuse treatment · 2021Article
- Integrating Mental Health and Addiction Treatment Into General Medical Care: The Role of Policy.Psychiatric services (Washington, D.C.) · 2020Article
- Health Care Spending by Enrollees With Substance Use and Mental Health Disorders in High-Deductible Health Plans vs Traditional Plans.JAMA psychiatry · 2020Article
- Changes in Medicaid Acceptance by Substance Abuse Treatment Facilities After Implementation of Federal Parity.Medical care · 2020Observational
- Is it feasible to pay specialty substance use disorder treatment programs based on patient outcomes?Drug and alcohol dependence · 2020Review
- How are Substance Use Disorder Treatment Programs Adjusting to Value-Based Payment? A Statewide Qualitative Study.Substance abuse : research and treatment · 2020Article
- Participation in Accountable Care Organizations Among Hospitals Offering Substance Use Disorder and Mental Health Services.Psychiatric services (Washington, D.C.) · 2018Article
- Communicating about Mental Illness and Violence: Balancing Stigma and Increased Support for Services.Journal of health politics, policy and law · 2018Article
- What Can Canada Learn From Accountable Care Organizations: A Comparative Policy Analysis.International journal of integrated careArticle
- The Effect of Network-Level Payment Models on Care Network Performance: A Scoping Review of the Empirical Literature.International journal of integrated careArticle
- Effects of Global Payment and Accountable Care on Medication Treatment for Alcohol and Opioid Use Disorders.Journal of addiction medicineArticle
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
BACKGROUND AND
aimsGlobal payment and accountable care reform efforts in the United States may connect more individuals with substance use disorders (SUD) to treatment. We tested whether such changes instituted under an Alternative Quality Contract (AQC) model within the Blue Cross Blue Shield of Massachusetts' (BCBSMA) insurer increased care for individuals with SUD.
designDifference-in-differences design comparing enrollees in AQC organizations with a comparison group of enrollees in organizations not participating in the AQC.
settingMassachusetts, USA.
participantsBCBSMA enrollees aged 13-64 years from 2006 to 2011 (3 years prior to and after implementation) representing 1 333 534 enrollees and 42 801 SUD service users. MEASUREMENTS: Outcomes were SUD service use and spending and SUD performance metrics. Primary exposures were enrollment into an AQC provider organization and whether the AQC organization did or did not face risk for behavioral health costs.
findingsEnrollees in AQC organizations facing behavioral health risk experienced no change in the probability of using SUD services (1.64 versus 1.66%; P = 0.63), SUD spending ($2807 versus $2700; P = 0.34) or total spending ($12 631 versus $12 849; P = 0.53), or SUD performance metrics (identification: 1.73 versus 1.76%, P = 0.57; initiation: 27.86 versus 27.02%, P = 0.50; engagement: 11.19 versus 10.97%, P = 0.79). Enrollees in AQC organizations not at risk for behavioral health spending experienced a small increase in the probability of using SUD services (1.83 versus 1.66%; P = 0.003) and the identification performance metric (1.92 versus 1.76%; P = 0.007) and a reduction in SUD medication use (11.84 versus 14.03%; P = 0.03) and the initiation performance metric (23.76 versus 27.02%; P = 0.005).
conclusionsA global payment and accountable care model introduced in Massachusetts, USA (in which a health insurer provided care providers with fixed prepayments to cover most or all of their patients' care during a specified time-period, incentivizing providers to keep their patients healthy and reduce costs) did not lead to sizable changes in substance use disorder service use during the first 3 years following its implementation.
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