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Preventive Care Quality of Medicare Accountable Care Organizations: Associations of Organizational Characteristics With Performance.

ABSTRACT: Accountable Care Organizations (ACOs) are a delivery and payment model aiming to coordinate care, control costs, and improve quality. Medicare ACOs are responsible for 8 measures of preventive care quality.To create composite measures of preventive care quality and examine associations of ACO characteristics with performance.This is a cross-sectional study of Medicare Shared Savings Program and Pioneer participants. We linked quality performance to descriptive data from the National Survey of ACOs. We created composite measures using exploratory factor analysis, and used regression to assess associations with organizational characteristics.Of 252 eligible ACOs, 246 reported on preventive care quality, 177 of which completed the survey (response rate=72%). In their first year, ACOs lagged behind PPO performance on the majority of comparable measures. We identified 2 underlying factors among 8 measures and created composites for each: disease prevention, driven by vaccines and cancer screenings, and wellness screening, driven by annual health screenings. Participation in the Advanced Payment Model, having fewer specialists, and having more Medicare ACO beneficiaries per primary care provider were associated with significantly better performance on both composites. Better performance on disease prevention was also associated with inclusion of a hospital, greater electronic health record capabilities, a larger primary care workforce, and fewer minority beneficiaries.ACO preventive care quality performance is related to provider composition and benefitted by upfront investment. Vaccine and cancer screening quality performance is more dependent on organizational structure and characteristics than performance on annual wellness screenings, likely due to greater complexity in eligibility determination and service administration.

SUBMITTER: Albright BB

PROVIDER: S-EPMC4752877 | biostudies-literature | 2016 Mar

REPOSITORIES: biostudies-literature

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Preventive Care Quality of Medicare Accountable Care Organizations: Associations of Organizational Characteristics With Performance.

Albright Benjamin B BB Lewis Valerie A VA Ross Joseph S JS Colla Carrie H CH

Medical care 20160301 3

<h4>Background</h4>Accountable Care Organizations (ACOs) are a delivery and payment model aiming to coordinate care, control costs, and improve quality. Medicare ACOs are responsible for 8 measures of preventive care quality.<h4>Objectives</h4>To create composite measures of preventive care quality and examine associations of ACO characteristics with performance.<h4>Design</h4>This is a cross-sectional study of Medicare Shared Savings Program and Pioneer participants. We linked quality performan ...[more]

PMID: 26759974

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Project description:In the Medicare Shared Savings Program (MSSP), accountable care organizations (ACOs) have financial incentives to lower spending and improve quality. We used quasi-experimental methods to assess the early performance of MSSP ACOs.Using Medicare claims from 2009 through 2013 and a difference-in-differences design, we compared changes in spending and in performance on quality measures from before the start of ACO contracts to after the start of the contracts between beneficiaries served by the 220 ACOs entering the MSSP in mid-2012 (2012 ACO cohort) or January 2013 (2013 ACO cohort) and those served by non-ACO providers (control group), with adjustment for geographic area and beneficiary characteristics. We analyzed the 2012 and 2013 ACO cohorts separately because entry time could reflect the capacity of an ACO to achieve savings. We compared ACO savings according to organizational structure, baseline spending, and concurrent ACO contracting with commercial insurers.Adjusted Medicare spending and spending trends were similar in the ACO cohorts and the control group during the precontract period. In 2013, the differential change (i.e., the between-group difference in the change from the precontract period) in total adjusted annual spending was -$144 per beneficiary in the 2012 ACO cohort as compared with the control group (P=0.02), consistent with a 1.4% savings, but only -$3 per beneficiary in the 2013 ACO cohort as compared with the control group (P=0.96). Estimated savings were consistently greater in independent primary care groups than in hospital-integrated groups among 2012 and 2013 MSSP entrants (P=0.005 for interaction). MSSP contracts were associated with improved performance on some quality measures and unchanged performance on others.The first full year of MSSP contracts was associated with early reductions in Medicare spending among 2012 entrants but not among 2013 entrants. Savings were greater in independent primary care groups than in hospital-integrated groups.

Project description:BACKGROUND:Incentives for accountable care organizations (ACOs) to limit health care use and improve quality may enhance or hurt patients' experiences with care. METHODS:Using Consumer Assessment of Healthcare Providers and Systems (CAHPS) survey data covering 3 years before and 1 year after the start of Medicare ACO contracts in 2012 as well as linked Medicare claims, we compared patients' experiences in a group of 32,334 fee-for-service beneficiaries attributed to ACOs (ACO group) with those in a group of 251,593 beneficiaries attributed to other providers (control group), before and after the start of ACO contracts. We used linear regression and a difference-in-differences analysis to estimate changes in patients' experiences in the ACO group that differed from concurrent changes in the control group, with adjustment for the sociodemographic and clinical characteristics of the patients. RESULTS:After ACO contracts began, patients' reports of timely access to care and their primary physicians' being informed about specialty care differentially improved in the ACO group, as compared with the control group (P=0.01 and P=0.006, respectively), whereas patients' ratings of physicians, interactions with physicians, and overall care did not differentially change. Among patients with multiple chronic conditions and high predicted Medicare spending, overall ratings of care differentially improved in the ACO group as compared with the control group (P=0.02). Differential improvements in timely access to care and overall ratings were equivalent to moving from average performance among ACOs to the 86th to 98th percentile (timely access to care) and to the 82nd to 96th percentile (overall ratings) and were robust to adjustment for group differences in trends during the preintervention period. CONCLUSIONS:In the first year, ACO contracts were associated with meaningful improvements in some measures of patients' experience and with unchanged performance in others. (Funded by the National Institute on Aging and others.).

Project description:ImportanceThirty percent of Medicare accountable care organizations (ACOs) in the Shared Savings Program (SSP) have exited within five years of joining. Absent the potential for shared savings, exiting ACOs may choose to divest from costly resources needed to support population health, worsening clinical quality for beneficiaries aligned to these organizations.ObjectiveTo examine the associations of SSP exit with clinical quality.Design setting and participantsBetween 2019 and 2020 we conducted a retrospective cohort study with national Medicare claims from a 20% random sample of beneficiaries. We identified 1,713,237 beneficiaries aligned with an SSP ACO at some point between 2012 and 2016. We distinguished between those for whom the ACO to which they were aligned exited the SSP and those whose ACO stayed in the program. Comparing exiting ACOs with those who stayed in the SSP, we evaluated changes in the quality of care that a beneficiary received before and after the aligned ACO exited the SSP. We also examined whether findings associated with exit varied with respect to the number of years after exit.ExposuresSSP exit and the number of years after exit.Main outcomes and measuresAnnual preventive care services receipt and hospital utilization.ResultsThe cohort of 1,713,237 individuals (mean [standard deviation] age at enrollment: 75.20 [7.96] years) included 998,511 (58.3%) female, 126,123 (7.4%) Black, and 1,482,823 white (86.6%) beneficiaries. SSP exit was associated with significantly lower rates of annual glycated hemoglobin testing (odds ratio [OR], 0.74; 95% confidence interval [CI], 0.68 to 0.81), low-density lipoprotein cholesterol testing (OR, 0.86; 95% CI, 0.76 to 0.97), and all diabetes complication screening (OR, 0.90; 95% CI, 0.81 to 0.97), for beneficiaries with diabetes. The exit was not related to rates of hospital utilization, in terms of emergency department utilization and 30-day readmission after SSP exit. The associations with exit depended on the length of time since contracts end. For example, the baseline rate of annual glycated hemoglobin testing was 89.8% (95% CI, 89.5% to 90.1%) but fell to 86.9% (95% CI, 85.9% to 88.0%) and 86.8% (95% CI, 85.0% to 88.5%) in years 1 and 2 after exit, respectively, but it then rose to 91.9% (95% CI, 85.3% to 98.5%) in year 3.Conclusions and relevanceIn this cohort study of Medicare beneficiaries, SSP exit was associated with modest declines in clinical quality. These findings were timely given recent SSP changes that could accelerate program exit.

Project description:BACKGROUND:Accountable care organizations (ACOs) were established to improve care and outcomes for beneficiaries requiring highly coordinated, complex care. The objective of this study was to evaluate the association between hospital ACO participation and the outcomes of major surgical oncology procedures. METHODS:This was a retrospective cohort study of Medicare beneficiaries older than 65 years who were undergoing a major surgical resection for colorectal, bladder, esophageal, kidney, liver, ovarian, pancreatic, lung, or prostate cancer from 2011 through 2013. A difference-in-differences analysis was implemented to compare the postimplementation period (January 2013 through December 2013) with the baseline period (January 2011 through December 2012) to assess the impact of hospital ACO participation on 30-day mortality, complications, readmissions, and length of stay (LOS). RESULTS:Among 384,519 patients undergoing major cancer surgery at 106 ACO hospitals and 2561 control hospitals, this study found a 30-day mortality rate of 3.4%, a readmission rate of 12.5%, a complication rate of 43.8%, and a prolonged LOS rate of 10.0% in control hospitals and similar rates in ACO hospitals. Secular trends were noted, with reductions in perioperative adverse events in control hospitals between the baseline and postimplementation periods: mortality (percentage-point reduction, 0.1%; P?=?.19), readmissions (percentage-point reduction, 0.4%; P?=?.001), complications (percentage-point reduction, 1.0%; P?<?.001), and prolonged LOS (percentage-point reduction, 1.1%; P?<?.001). After accounting for these secular trends, this study identified no significant effect of hospital participation in an ACO on the frequency of perioperative outcomes (difference-in-differences estimator P values, .24-.72). CONCLUSIONS:Early hospital participation in the Medicare Shared Savings Program ACO program was not associated with greater reductions in adverse perioperative outcomes for patients undergoing major cancer surgery in comparison with control hospitals. Cancer 2016. © 2016 American Cancer Society. Cancer 2016;122:2739-2746. © 2016 American Cancer Society.

Dataset Information

Preventive Care Quality of Medicare Accountable Care Organizations: Associations of Organizational Characteristics With Performance.

Publications

Preventive Care Quality of Medicare Accountable Care Organizations: Associations of Organizational Characteristics With Performance.

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