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1.
Am J Manag Care ; 30(6 Spec No.): SP452-SP458, 2024 May.
Article in English | MEDLINE | ID: mdl-38820186

ABSTRACT

OBJECTIVES: First, to analyze the relationship between value-based payment (VBP) program participation and documentation burden among office-based physicians. Second, to analyze the relationship between specific VBP programs (eg, accountable care organizations [ACOs]) and documentation burden. STUDY DESIGN: Retrospective analyses of US office-based physicians in 2019 and 2021. METHODS: We used cross-sectional data from the National Electronic Health Records Survey to measure VBP program participation and our outcomes of reported electronic health record (EHR) documentation burden. We used ordinary least squares regression models adjusting for physician and practice characteristics to estimate the relationship between participation in any VBP program and EHR burden outcomes. We also estimated the relationship between participation in 6 distinct VBP programs and our outcomes to decompose the aggregate relationship into program-specific estimates. RESULTS: In adjusted analyses, participation in any VBP program was associated with 10.5% greater probability of reporting more than 1 hour per day of after-hours documentation time (P = .01), which corresponded to an estimated additional 11 minutes per day (P = .03). Program-specific estimates illustrated that ACO participation drove the aggregate relationship, with ACO participants reporting greater after-hours documentation time (18 additional minutes per day; P < .001), more difficulty documenting (30.6% more likely; P < .001), and more inappropriateness of time spent documenting (21.7% more likely; P < .001). CONCLUSIONS: Office-based physicians participating in ACOs report greater documentation burden across several measures; the same is not true for other VBP programs. Although many ACOs relax documentation requirements for reimbursement, documentation for quality reporting and risk adjustment may lead to a net increase in burden, especially for physicians exposed to numerous programs and payers.


Subject(s)
Accountable Care Organizations , Documentation , Electronic Health Records , Accountable Care Organizations/statistics & numerical data , Humans , Documentation/statistics & numerical data , Documentation/standards , Cross-Sectional Studies , United States , Electronic Health Records/statistics & numerical data , Retrospective Studies , Male , Female , Physicians/statistics & numerical data , Middle Aged
2.
Am J Manag Care ; 30(5): e165-e168, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38748917

ABSTRACT

OBJECTIVES: Given the problematic fragmentation of care for patients with end-stage kidney disease (ESKD), a kidney care organization and an integrated health system within a large accountable care organization partnered to best utilize their individual capabilities to collaborate around their shared patients in a coordinated care approach. Ultimately, the goal of the program is to allow care teams to achieve the triple aim of improving the patient experience, improving clinical outcomes, and reducing the total cost of health care. STUDY DESIGN: This is a retrospective examination of the first year of the Shared Patient Care Coordination (SPCC) program. METHODS: The analysis consisted of 2 parts. First, rates of hospitalizations and emergency department visits were compared between the SPCC patients and other patients of the integrated health system who had ESKD but did not participate in SPCC. Second, rates of clinical indicators-central venous catheter (CVC) use, home dialysis, advance care planning, and missed dialysis treatments-were benchmarked vs normative data taken by bootstrap sampling of the kidney care organization's patient population. RESULTS: Overall, dialysis patients participating in the SPCC program had a 15% lower rate of hospital admissions than those not participating ( P = .02). Additionally, the bootstrap analysis showed that by the second year, dialysis patients in the program had favorable rates (above the 95th percentile) of CVC use, dialysis treatment absenteeism, and completion of advance care plans. CONCLUSIONS: Enhanced and structured communication between dialysis providers and patient care teams provides a unique opportunity to coordinate patient-centered care and improve patient outcomes.


Subject(s)
Kidney Failure, Chronic , Humans , Kidney Failure, Chronic/therapy , Retrospective Studies , Male , Female , Middle Aged , Hospitalization/statistics & numerical data , Aged , Accountable Care Organizations/statistics & numerical data , Renal Dialysis , Patient Care Team/organization & administration , Delivery of Health Care, Integrated/organization & administration
3.
Am J Manag Care ; 30(5): 237-240, 2024 May.
Article in English | MEDLINE | ID: mdl-38748931

ABSTRACT

OBJECTIVES: To assess initiatives to manage the cost and outcomes of specialty care in organizations that participate in Medicare accountable care organizations (ACOs). STUDY DESIGN: Cross-sectional analysis of 2023 ACO survey data. METHODS: Analysis of responses to a 12-question web-based survey from 101 respondents representing 174 ACOs participating in the Medicare Shared Savings Program or the Realizing Equity, Access, and Community Health ACO model in 2023. RESULTS: Improving specialist alignment was a high priority for 62% of the 101 respondents and a medium priority for 34%. Only 11% reported that employed specialists were highly aligned and 7% reported that contracted specialists were highly aligned. A subset of ACOs reported major efforts to engage specialists in quality improvement projects (38%) and to convene specialists to develop evidence-based care pathways (30%). They also reported supporting primary care physicians through providing specialist directories (44%), specialist e-consults (23%), and sharing specialist cost data (20%). The most common challenges reported were the influence of fee-for-service payment on specialist behavior (58%), lack of data to evaluate specialist performance (53%), and insufficient bandwidth or ACO resources to address specialist alignment (49%). CONCLUSIONS: Engaging specialists in accountable care is an emerging area for ACOs but one with numerous challenges. Making better data on specialist costs and outcomes available to Medicare ACOs is essential for accelerating progress.


Subject(s)
Accountable Care Organizations , Medicare , Accountable Care Organizations/economics , Accountable Care Organizations/statistics & numerical data , Accountable Care Organizations/organization & administration , United States , Humans , Cross-Sectional Studies , Medicare/economics , Quality Improvement , Specialization/economics , Medicine
4.
Am J Prev Med ; 67(2): 184-192, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38484901

ABSTRACT

INTRODUCTION: Preventive and primary care in the postpartum year is critical for future health and may be increased by primary care focused delivery system reform including implementation of Medicaid Accountable Care Organizations (ACO). This study examined associations of Massachusetts Medicaid ACO implementation with preventive visits in the postpartum year. METHODS: The Massachusetts All-Payer Claims Database was used to identify births to privately-insured or Medicaid ACO-eligible individuals from January 1, 2016 to February 28, 2019. Comparing these groups before and after implementation, a propensity score weighted difference-in-difference design was used to analyze associations of Medicaid ACO implementation with any preventive care visit and any primary care physician (PCP) preventive visit within one year postpartum, controlling for other characteristics. Analyses were performed in 2023 and 2024. RESULTS: Of the 110,601 births in the study population, 35.5% had any preventive care visit and 23.0% had any preventive PCP visit in the year postpartum, with higher rates of preventive visits among privately-insured individuals. In adjusted difference-in-difference analyses, relative to the pre-period, there was a 2.7 percentage point (pp) decrease (95% confidence interval [CI]: -4.3pp, -1.2pp) and 3.5 pp decrease (95% CI: -4.9pp, -2.0pp) in use of any preventive visits and any PCP preventive visits, respectively, for Medicaid-insured versus privately-insured individuals after ACO implementation. CONCLUSIONS: Implementation of Massachusetts Medicaid ACOs was associated with decreases in receipt of preventive visits and preventive PCP visits for Medicaid-insured individuals relative to privately-insured individuals. Medicaid ACOs should consider potential implications of primary care access in the postpartum year for health across the lifecourse.


Subject(s)
Accountable Care Organizations , Health Care Reform , Medicaid , Postpartum Period , Preventive Health Services , Primary Health Care , Humans , Medicaid/statistics & numerical data , United States , Female , Primary Health Care/statistics & numerical data , Massachusetts , Adult , Accountable Care Organizations/statistics & numerical data , Preventive Health Services/statistics & numerical data , Young Adult , Pregnancy
5.
Health Serv Res ; 59(3): e14272, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38205638

ABSTRACT

OBJECTIVE: To study diagnosis coding intensity across Medicare programs, and to examine the impacts of changes in the risk model adopted by the Centers for Medicare and Medicaid Services (CMS) for 2024. DATA SOURCES AND STUDY SETTING: Claims and encounter data from the CMS data warehouse for Traditional Medicare (TM) beneficiaries and Medicare Advantage (MA) enrollees. STUDY DESIGN: We created cohorts of MA enrollees, TM beneficiaries attributed to Accountable Care Organizations (ACOs), and TM non-ACO beneficiaries. Using the 2019 Hierarchical Condition Category (HCC) software from CMS, we computed HCC prevalence and scores from base records, then computed incremental prevalence and scores from health risk assessments (HRA) and chart review (CR) records. DATA COLLECTION/EXTRACTION METHODS: We used CMS's 2019 random 20% sample of individuals and their 2018 diagnosis history, retaining those with 12 months of Parts A/B/D coverage in 2018. PRINCIPAL FINDINGS: Measured health risks for MA and TM ACO individuals were comparable in base records for propensity-score matched cohorts, while TM non-ACO beneficiaries had lower risk. Incremental health risk due to diagnoses in HRA records increased across coverage cohorts in line with incentives to maximize risk scores: +0.9% for TM non-ACO, +1.2% for TM ACO, and + 3.6% for MA. Including HRA and CR records, the MA risk scores increased by 9.8% in the matched cohort. We identify the HCC groups with the greatest sensitivity to these sources of coding intensity among MA enrollees, comparing those groups to the new model's areas of targeted change. CONCLUSIONS: Consistent with previous literature, we find increased health risk in MA associated with HRA and CR records. We also demonstrate the meaningful impacts of HRAs on health risk measurement for TM coverage cohorts. CMS's model changes have the potential to reduce coding intensity, but they do not target the full scope of hierarchies sensitive to coding intensity.


Subject(s)
Accountable Care Organizations , Centers for Medicare and Medicaid Services, U.S. , Clinical Coding , Medicare , Risk Adjustment , Humans , United States , Risk Adjustment/methods , Male , Aged , Female , Medicare/statistics & numerical data , Accountable Care Organizations/statistics & numerical data , Aged, 80 and over , Medicare Part C/statistics & numerical data , Risk Assessment , Insurance Claim Review , Reimbursement, Incentive/statistics & numerical data
6.
Health Serv Res ; 57(1): 47-55, 2022 02.
Article in English | MEDLINE | ID: mdl-33644870

ABSTRACT

OBJECTIVE: To assess longitudinal primary care organization participation patterns in large-scale reform programs and identify organizational characteristics associated with multiprogram participation. DATA SOURCES: Secondary data analysis of national program participation data over an eight-year period (2009-2016). STUDY DESIGN: We conducted a retrospective, observational study by creating a unique set of data linkages (including Medicare and Medicaid Meaningful Use and Medicare Shared Savings Program Accountable Care Organization (MSSP ACO) participation from CMS, Patient-Centered Medical Home (PCMH) participation from the National Committee for Quality Assurance, and organizational characteristics) to measure longitudinal participation and identify what types of organizations participate in one or more of these reform programs. We used multivariate models to identify organizational characteristics that differentiate those that participate in none, one, or two-to-three programs. DATA EXTRACTION METHODS: We used Medicare claims to identify organizations that delivered primary care services (n = 56 ,287) and then linked organizations to program participation data and characteristics. PRINCIPAL FINDINGS: No program achieved more than 50% participation across the 56,287 organizations in a given year, and participation levels flattened or decreased in later years. 36% of organizations did not participate in any program over the eight-year study period; 50% participated in one; 13% in two; and 1% in all three. 14.31% of organizations participated in five or more years of Meaningful Use while 3.84% of organizations participated in five years of the MSSP ACO Program and 0.64% participated in at least five years of PCMH. Larger organizations, those with younger providers, those with more primary care providers, and those with larger Medicare patient panels were more likely to participate in more programs. CONCLUSIONS AND RELEVANCE: Primary care transformation via use of voluntary programs, each with their own participation requirements and approach to incentives, has failed to broadly engage primary care organizations. Those that have chosen to participate in multiple programs are likely those already providing high-quality care.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Efficiency, Organizational/statistics & numerical data , Medicare/organization & administration , Primary Health Care/statistics & numerical data , Benchmarking/statistics & numerical data , Cost Savings , Humans , Longitudinal Studies , Quality of Health Care , United States
7.
JAMA Netw Open ; 4(5): e2110936, 2021 05 03.
Article in English | MEDLINE | ID: mdl-34014324

ABSTRACT

Importance: Value-based care within accountable care organizations (ACOs) has magnified the importance of reducing preventable hospital readmissions. Community health worker (CHW) interventions may address patients' unmet psychosocial and clinical care needs but have been underused in inpatient and postdischarge care. Objective: To determine if pairing hospitalized patients with ACO insurance with CHWs would reduce 30-day readmission rates. Design, Setting, and Participants: This randomized clinical trial was conducted in 6 general medicine hospital units within 1 academic medical center in Boston, Massachusetts. Participants included adults hospitalized from April 1, 2017, through March 31, 2019, who had ACO insurance and were at risk for 30-day readmission based on a hospital readmission algorithm. The main inclusion criterion was frequency of prior nonelective hospitalizations (≥2 in the past 3 months or ≥3 in the 12 months prior to enrollment). Data were analyzed from February 1, 2018, through March 3, 2021. Intervention: CHWs met with intervention participants prior to discharge and maintained contact for 30 days postdischarge to assist participants with clinical access and social resources via telephone calls, text messages, and field visits. CHWs additionally provided psychosocial support and health coaching, using motivational interviewing, goal-setting, and other behavioral strategies. The control group received usual care, which included routine care from primary care clinics and any outpatient referrals made by hospital case management or social work at the time of discharge. Main Outcomes and Measures: The primary outcome was 30-day hospital readmissions. Secondary outcomes included 30-day missed primary care physician or specialty appointments. Results: A total of 573 participants were enrolled, and 550 participants (mean [SD] age, 70.1 [15.7] years; 266 [48.4%] women) were included in analysis, with 277 participants randomized to the intervention group and 273 participants randomized to the control group. At baseline, participants had a mean (SD) of 3 (0.8) hospitalizations in the prior 12 months. There were 432 participants (78.5%) discharged home and 127 participants (23.1%) discharged to a short rehabilitation stay prior to returning home. Compared with participants in the control group, participants in the intervention group were less likely to be readmitted within 30 days (odds ratio [OR], 0.44; 95% CI, 0.28-0.90) and to miss clinic appointments within 30 days (OR, 0.56; 95% CI, 0.38-0.81). A post hoc subgroup analysis showed that compared with control participants, intervention participants discharged to rehabilitation had a reduction in readmissions (OR, 0.09; 95% CI, 0.03-0.31), but there was no significant reduction for those discharged home (OR, 0.68; 95% CI, 0.41-1.12). Conclusions and Relevance: This randomized clinical trial found that pairing ACO-insured inpatient adults with CHWs reduced readmissions and missed outpatient visits 30 days postdischarge. The effect was significant for those discharged to short-term rehabilitation but not for those discharged home. Trial Registration: ClinicalTrials.gov Identifier: NCT03085264.


Subject(s)
Accountable Care Organizations/organization & administration , Accountable Care Organizations/statistics & numerical data , Community Health Workers/organization & administration , Community Health Workers/statistics & numerical data , Patient Education as Topic/methods , Patient Readmission/statistics & numerical data , Psychosocial Intervention/methods , Aged , Aged, 80 and over , Boston , Female , Humans , Male , Middle Aged
8.
J Am Geriatr Soc ; 69(10): 2802-2810, 2021 10.
Article in English | MEDLINE | ID: mdl-33989430

ABSTRACT

BACKGROUND/OBJECTIVE: Medicare Advantage (MA) and Accountable Care Organizations (ACOs) operate under incentives to reduce burdensome and costly care at the end of life. We compared end-of-life care for persons with dementia who are in MA, ACOs, or traditional Medicare (TM). DESIGN, SETTING, AND PARTICIPANTS: Retrospective study of decedents with dementia enrolled in MA, attributed to an ACO, or in TM. Decedents had a nursing home stay between 91 and 180 days prior to death, two or more functional impairments, and mild to severe cognitive impairment. MEASUREMENTS: Hospitalization, invasive mechanical ventilation (IMV) use, and in-hospital death in the last 30 days of life reported in Medicare billing. RESULTS: Among 370,094 persons with dementia, 93,801 (25.4%) were in MA (mean age [SD], 86.9 [7.7], 67.6% female), 39,586 (10.7%) were ACO attributed (mean age [SD], 87.2 [7.6], 67.3% female), and 236,707 (63.9%) were in TM (mean age [SD], 87.0 [7.8], 67.6% female). The proportion hospitalized in the last 30 days of life was higher among TM enrollees (27.9%) and those ACO attributed (28.1%) than among MA enrollees (20.5%, p ≤ 0.001). After adjustment for socio-demographics, cognitive and functional impairments, comorbidities, and Hospital Referral Region, adjusted odds of hospitalization in the 30 days prior to death was 0.72 (95% confidence interval [CI] 0.70-0.74) among MA enrollees and 1.05 (95% CI 1.02-1.09) among those attributed to ACOs relative to TM enrollees. Relative to TM, the adjusted odds of death in the hospital were 0.78 (95% CI 0.75-0.81) among MA enrollees and 1.02 (95% CI 0.96-1.08) for ACO participants. Dementia decedents in MA had a lower likelihood of IMV use (adjusted odds ratio 0.80, 95% CI 0.75-0.85) compared to TM. CONCLUSIONS: Among decedents with dementia, MA enrollees but not decedents in ACOs experienced less costly and potentially burdensome care compared with those with TM. Policy changes are needed for ACOs.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Dementia/economics , Medicare Part C/statistics & numerical data , Medicare/statistics & numerical data , Terminal Care/economics , Aged , Aged, 80 and over , Cost of Illness , Dementia/mortality , Female , Homes for the Aged/economics , Hospital Mortality , Humans , Male , Nursing Homes/economics , Retrospective Studies , United States
9.
Health Serv Res ; 56(4): 604-614, 2021 08.
Article in English | MEDLINE | ID: mdl-33861869

ABSTRACT

OBJECTIVE: To estimate the impact of a new, two-sided risk model accountable care network (ACN) on Washington State employees and their families. DATA SOURCES/STUDY SETTING: Administrative data (January 2013-December 2016) on Washington State employees. STUDY DESIGN: We compared monthly health care utilization, health care intensity as measured through proxy pricing, and annual HEDIS quality metrics between the five intervention counties to 13 comparison counties, analyzed separately by age categories (ages 0-5, 6-18, 19-26, 18-64). DATA COLLECTION/EXTRACTION METHODS: We used difference-in-difference methods and generalized estimating equations to estimate the effects after 1 year of implementation for adults and children. PRINCIPAL FINDINGS: We estimate a 1-2 percentage point decrease in outpatient hospital visits due to the introduction of ACNs (adults: -1.8, P < .01; age 0-5: -1.2, P = .07; age 6-18: -1.2, P = .06; age 19-26; -1.2, P < .01). We find changes in primary and specialty care office visits; the direction of impact varies by age. Dependents age 19-26 were also responsive with inpatient admissions declines (-0.08 percentage points, P = .02). Despite changes in utilization, there was no evidence of changes in intensity of care and mixed results in the quality measures. CONCLUSIONS: Washington's state employee ACN introduction changed health care utilization patterns in the first year but was not as successful in improving quality.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Health Services/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Accountable Care Organizations/economics , Accountable Care Organizations/standards , Adolescent , Adult , Age Factors , Child , Child, Preschool , Female , Health Services/economics , Health Services/standards , Hospitalization/statistics & numerical data , Humans , Infant , Infant, Newborn , Insurance Claim Review , Longitudinal Studies , Male , Middle Aged , Quality Indicators, Health Care , Quality of Health Care , Specialization/statistics & numerical data , United States , Washington , Young Adult
10.
Med Care ; 59(4): 354-361, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33704104

ABSTRACT

BACKGROUND: Through participation in payment reforms such as bundled payment and accountable care organizations (ACOs), hospitals are increasingly financially responsible for health care use and adverse health events occurring after hospital discharge. To improve management and coordination of postdischarge care, ACO hospitals are establishing a closer relationship with skilled nursing facilities (SNFs) through the formation of preferred SNF networks. RESEARCH DESIGN: We evaluated the effects of preferred SNF network formation on care patterns and outcomes. We included 10 ACOs that established preferred SNF networks between 2014 and 2015 in the sample. We first investigated whether hospitals "steer" patients to preferred SNFs by examining the percentage of patients sent to preferred SNFs within each hospital before and after network formation. We then used a difference-in-difference model with SNF fixed effects to evaluate the changes in patient composition and outcomes of preferred SNF patients from ACO hospitals after network formation relative to patients from other hospitals. RESULTS: We found that preferred network formation was not associated with higher market share or better outcomes for preferred SNF patients from ACO hospitals. However, we found a small increase in the average number of Elixhauser comorbidities for patients from ACO hospitals after network formation, relative to patients from non-ACO hospitals. CONCLUSIONS: After preferred SNF network formation, there is some evidence that ACO hospitals sent more complex patients to preferred SNFs, but there was no change in the volume of patients received by these SNFs. Furthermore, preferred network formation was not associated with improvement in patient outcomes.


Subject(s)
Accountable Care Organizations/organization & administration , Accountable Care Organizations/statistics & numerical data , Economic Competition/statistics & numerical data , Outcome and Process Assessment, Health Care/statistics & numerical data , Skilled Nursing Facilities/organization & administration , Skilled Nursing Facilities/statistics & numerical data , Age Factors , Comorbidity , Fee-for-Service Plans , Humans , Medicare , Multimorbidity , Racial Groups , Sex Factors , Socioeconomic Factors , United States
11.
Health Serv Res ; 56(4): 581-591, 2021 08.
Article in English | MEDLINE | ID: mdl-33543782

ABSTRACT

OBJECTIVE: To assess the impact of the Medicare Shared Savings Program (MSSP) ACOs on mental health and substance use services utilization and racial/ethnic disparities in care for these conditions. DATA SOURCES: Five percent random sample of Medicare claims from 2009 to 2016. STUDY DESIGN: We compared Medicare beneficiaries in MSSP ACOs to non-MSSP beneficiaries, stratifying analyses by Medicare eligibility (disability vs age 65+). We estimated difference-in-difference models of MSSP ACOs on mental health and substance use visits (outpatient and inpatient), medication fills, and adequate care for depression adjusting for age, sex, race/ethnicity, region, and chronic medical and behavioral health conditions. To examine the differential impact of MSSP on our outcomes by race/ethnicity, we used a difference-in-difference-in-differences (DDD) design. DATA COLLECTION/EXTRACTION METHODS: Not applicable. PRINCIPAL FINDINGS: MSSP ACOs were associated with small reductions in outpatient mental health (Coeff: -0.012, P < .001) and substance use (Coeff: -0.001, P < .01) visits in the disability population, and in adequate care for depression for both the disability- and age-eligible populations (Coeff: -0.028, P < .001; Coeff: -0.012, P < .001, respectively). MSSP ACO's were also associated with increases in psychotropic medications (Coeff: 0.007 and Coeff: 0.0213, for disability- and age-eligible populations, respectively, both P < .001) and reductions in inpatient mental health stays (Coeff:-0.004, P < .001, and Coeff:-0.0002, P < .01 for disability- and age-eligible populations, respectively) and substance use-related stays for disability-eligible populations (Coeff:-0.0005, P<.05). The MSSP effect on disparities varied depending on type of service. CONCLUSIONS: We found small reductions in outpatient and inpatient stays and in rates of adequate care for depression associated with MSSP ACOs. As MSSP ACOs are placed at more financial risk for population-based treatment, it will be important to include more robust behavioral health quality measures in their contracts and to monitor disparities in care.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Ethnicity/statistics & numerical data , Medicare/statistics & numerical data , Mental Health Services/statistics & numerical data , Racial Groups/statistics & numerical data , Substance Abuse Treatment Centers/statistics & numerical data , Adult , Age Factors , Aged , Antipsychotic Agents/administration & dosage , Comorbidity , Disabled Persons/statistics & numerical data , Humans , Inpatients/statistics & numerical data , Insurance Claim Review/statistics & numerical data , Middle Aged , Outpatients/statistics & numerical data , Prescription Drugs/administration & dosage , Residence Characteristics , Sex Factors , Socioeconomic Factors , United States
12.
Med Care ; 59(4): 304-311, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33528235

ABSTRACT

OBJECTIVE: Accountable care organizations in the Medicare Shared Savings Program (MSSP) in the United States attempt to reduce cost and improve quality for their patients by improving care coordination across care settings. We examined the impact of hospital participation in the MSSP on 30-day readmissions for several groups of Medicare inpatients, and by race/ethnicity and payer status. MAIN DATA SOURCE: A 2010-2016 Medicare Provider Analysis and Review files. RESEARCH DESIGN: With propensity score matched sample of MSSP and non-MSSP-participating hospitals, patient-level linear probability models with difference-in-differences approach were used to compare the changes in readmission rates for Medicare fee-for-service patients initially admitted for ischemic stroke, hip fracture, or total joint arthroplasty in MSSP-participating hospitals with non-MSSP-participating hospitals as well as to compare the changes in disparities in readmission rates over time. PRINCIPAL FINDINGS: Hospital participation in MSSP was associated with further reduced readmission rate by 1.1 percentage points (95% confidence interval: -0.02 to 0.00, P<0.05) and 1.5 percentage points (95% confidence interval: -0.03 to 0.00, P=0.08) for ischemic stroke and hip fracture cohorts, respectively, compared with non-MSSP-participating hospitals, after the third year of hospital participation in the MSSP. There was no evidence that MSSP had an impact on racial/ethnic disparities, but increased disparity by payer status (dual vs. Medicare-only) was observed. These findings together suggest that MSSP accountable care organizations may take at least 3 years to achieve reduced readmissions and may increase disparities by payer status.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Ethnicity/statistics & numerical data , Medicare/statistics & numerical data , Patient Readmission/statistics & numerical data , Racial Groups/statistics & numerical data , Hip Fractures/epidemiology , Hospital Administration/statistics & numerical data , Humans , Ischemic Stroke/epidemiology , Medicaid/statistics & numerical data , United States
13.
Health Serv Res ; 56(4): 592-603, 2021 08.
Article in English | MEDLINE | ID: mdl-33508877

ABSTRACT

OBJECTIVE: To determine the long-run impact of a commercial accountable care organization (ACO) on prescription drug spending, utilization, and related quality of care. DATA SOURCES/STUDY SETTING: California Public Employees' Retirement System (CalPERS) health maintenance organization (HMO) member enrollment data and pharmacy benefit claims, including both retail and mail-order generic and brand-name prescription drugs. STUDY DESIGN: We applied a longitudinal retrospective cohort study design and propensity-weighted difference-in-differences regression models. We examined the relative changes in outcome measures between two ACO cohorts and one non-ACO cohort before and after the ACO implementation in 2010. The ACO directed provider prescribing patterns toward generic substitution for brand-name prescription drugs to maximize shared savings in pharmacy spending. DATA COLLECTION/EXTRACTION METHODS: The study sample included members continuously enrolled in a CalPERS commercial HMO from 2008 through 2014 in the Sacramento area. PRINCIPAL FINDINGS: The cohort differences in baseline characteristics of 40 483 study participants were insignificant after propensity-weighting adjustment. The ACO enrollees had no significant differential changes in either all or most of the five years of the ACO operation for the following measures: (1) average total spending and (2) average total scripts filled and days supplied on either generic or brand-name prescription drugs, or the two combined; (3) average generic shares of total prescription drug spending, scripts filled or days supplied; (4) annual rates of 10 outpatient process quality of care metrics for medication prescribing or adherence. CONCLUSIONS: Participation in the commercial ACO was associated with negligible differential changes in prescription drug spending, utilization, and related quality of care measures. Capped financial risk-sharing and increased generics substitution for brand names are not enough to produce tangible performance improvement in ACOs. Measures to increase provider financial risk-sharing shares and lower brand-name drug prices are needed.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Drug Utilization/statistics & numerical data , Fees, Pharmaceutical/statistics & numerical data , Prescription Drugs/economics , Quality of Health Care/statistics & numerical data , Drugs, Generic/economics , Health Maintenance Organizations/statistics & numerical data , Humans , Longitudinal Studies , Propensity Score , Retrospective Studies , United States
14.
Healthc (Amst) ; 9(1): 100511, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33340801

ABSTRACT

The COVID-19 pandemic threatens the health and well-being of older adults with multiple chronic conditions. To date, limited information exists about how Accountable Care Organizations (ACOs) are adapting to manage these patients. We surveyed 78 Medicare ACOs about their concerns for these patients during the pandemic and strategies they are employing to address them. ACOs expressed major concerns about disruptions to necessary care for this population, including the accessibility of social services and long-term care services. While certain strategies like virtual primary and specialty care visits were being used by nearly all ACOs, other services such as virtual social services, home medication delivery, and remote lab monitoring were far less commonly accessible. ACOs expressed that support for telehealth services, investment in remote monitoring capabilities, and funding for new, targeted care innovation initiatives would help them better care for vulnerable patients during this pandemic.


Subject(s)
Accountable Care Organizations/standards , COVID-19/therapy , Chronic Disease/therapy , Geriatrics/economics , Accountable Care Organizations/organization & administration , Accountable Care Organizations/statistics & numerical data , Aged , Aged, 80 and over , COVID-19/economics , Chronic Disease/economics , Geriatrics/methods , Geriatrics/statistics & numerical data , Humans , Surveys and Questionnaires , United States
15.
Health (London) ; 25(5): 596-612, 2021 09.
Article in English | MEDLINE | ID: mdl-33322938

ABSTRACT

Case management is a representation of managed care, cost-containment organizational practices in healthcare, where managed care and its constitutive parts are situated against physician autonomy and decision-making. As a professional field, case management has evolved considerably, with the role recently taken up increasingly by Advanced Practice Nurses in various health care settings. We look at this evolution of a relatively new work task for Advanced Practice Nurses using a countervailing powers perspective, which allows us to move beyond discussions of case management effectiveness and best practices, and draw connections to trends in the social organization of healthcare, especially hospitals. We evaluated organizational (hospital-level) and environmental (county and state-level) characteristics associated with hospitals' use of Advanced Practice Nurses as case managers, using data from U.S. community acute care hospitals for 2016-2018, collected from three data sources: American Hospital Association annual survey (AHA), Centers for Medicare and Medicaid Services (CMS), and Area Resource File. Among organizational characteristics, we found that hospitals that are a part of established Accountable Care Organizations (OR = 2.55, p = 0.009; 95% CI = 1.26-5.14) and those that serve higher acuity patients, as indicated by possessing a higher Case Mix Index (OR = 1.32, p = 0.001; 95% CI = 1.13-1.55), were more likely to use Advanced Practice Nurses as case managers. Among environmental characteristics, having higher local Advanced Practice Nurses concentrations (OR = 1.24, p < 0.001; 95% CI = 1.11-1.39) was associated with hospital Advanced Practice Nurses case management service provision. Beyond the health impacts of Covid-19, its associated recession is placing families, governments and insurers under unprecedented financial stress. Governments and insurers alike are looking to reduce costs anywhere possible. This will inevitably result in increasing amounts of managed care, and decreasing reimbursements to hospitals, likely resulting in higher demand for APRN patient navigators.


Subject(s)
Advanced Practice Nursing/statistics & numerical data , Case Managers/statistics & numerical data , Hospital Administration , Accountable Care Organizations/organization & administration , Accountable Care Organizations/statistics & numerical data , Advanced Practice Nursing/organization & administration , Case Managers/organization & administration , Diagnosis-Related Groups , Health Workforce/statistics & numerical data , Humans , Nurse's Role , Patient Acuity , Socioeconomic Factors , United States
16.
Med Care ; 59(3): 195-201, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33273291

ABSTRACT

BACKGROUND: Health insurance design can influence the extent to which clinical care is well-coordinated. Through alternative payment models, Medicare Advantage (MA) and Accountable Care Organizations (ACOs) have the potential to improve integration relative to traditional fee-for-service (FFS) Medicare. OBJECTIVE: To characterize patient experiences of integrated care within Medicare and identify whether MA or ACO beneficiaries perceive greater integration than FFS beneficiaries. DESIGN: Retrospective cross-sectional analysis of the 2015 Medicare Current Beneficiary Survey. SUBJECTS: Nationally representative sample of 11,978 Medicare beneficiaries. MEASURES: Main outcomes included 8 previously derived domains of patient-perceived integrated care (PPIC), measured on a scale of 1-4. RESULTS: The final sample was 55% female with a mean (SD) age of 71.1 (11.3). In unadjusted analyses, we observed considerable variation across PPIC domains in the full sample, but little variation across subsamples defined by coverage type within a given PPIC domain. In linear models adjusting for a rich set of patient characteristics, we observe no significant benefits of ACOs nor MA relative to FFS, a finding which is robust to alternative specifications and adjustment for multiple comparisons. We similarly observed no benefits in subgroup analyses restricted to states with relatively high market penetration of ACOs or MA. CONCLUSIONS: Despite characteristics of ACOs and MA that theoretically promote integrated care, we find that PPIC is largely similar across coverage types in Medicare.


Subject(s)
Accountable Care Organizations/economics , Fee-for-Service Plans/economics , Medicare/economics , Patient Care/economics , Accountable Care Organizations/statistics & numerical data , Aged , Cross-Sectional Studies , Fee-for-Service Plans/statistics & numerical data , Female , Humans , Male , Medicare/statistics & numerical data , Outcome Assessment, Health Care , Patient Care/statistics & numerical data , United States
17.
J Am Geriatr Soc ; 69(1): 185-190, 2021 01.
Article in English | MEDLINE | ID: mdl-33026671

ABSTRACT

BACKGROUND/OBJECTIVES: This study examined urban/rural differences in the frequency of preventable emergency department (ED) visits among patients with Alzheimer's disease and related dementias (ADRD), with a focus on the variation of accountable care organization (ACO) participation status for hospitals in urban and rural areas. DESIGN: We performed a cross-sectional study using the 2015 State Emergency Department Databases, the American Hospital Association Annual Survey of Hospitals, and the Area Health Resource File. Individual-, county-, and hospital-level characteristics and state fixed effects were used for model specification. SETTING: Patients with ADRD from seven states who visited the ED and had routine discharges. PARTICIPANTS: Our sample consisted of 117,196 patients with ADRD. MEASUREMENTS: The outcome was preventable ED visits classified using the New York University Emergency Department visit algorithm. We performed a multivariable logistic regression to estimate the variation of preventable ED visits by urban and rural areas. RESULTS: Rural patients with ADRD had 1.13 higher adjusted odds (P = .007) of going to the ED for a preventable visit compared with their urban counterparts. In addition, ACO-affiliated hospitals had .91 lower adjusted odds (P = .005) of preventable ED visits for ADRD patients compared with hospitals not affiliated with an ACO. Whole-county Mental Health Care Health Professional Shortage Area (HPSA) (odds ratio = 1.14; P = .002) designation was also an indicator of higher preventable ED rates. CONCLUSION: ACO delivery systems have the potential to decrease rural preventable ED visits among ADRD patients.


Subject(s)
Accountable Care Organizations/statistics & numerical data , Dementia/therapy , Emergency Service, Hospital/statistics & numerical data , Hospitals/statistics & numerical data , Rural Population/statistics & numerical data , Administrative Claims, Healthcare/statistics & numerical data , Aged , Cross-Sectional Studies , Female , Humans , Male , United States , Urban Population/statistics & numerical data
19.
Am J Manag Care ; 26(7): 296-302, 2020 07.
Article in English | MEDLINE | ID: mdl-32672914

ABSTRACT

OBJECTIVES: The objectives of this study were to estimate the utilization and spending impact of a standardized complex care management program implemented at 5 Next Generation accountable care organizations (NGACOs) and to identify reproducible program features that influenced program effectiveness. STUDY DESIGN: In 2016 and 2017, high-risk Medicare beneficiaries aligned to 5 geographically diverse NGACOs were identified using predictive analytics for enrollment in a standardized complex care management program. We estimated the program's impact on all-cause inpatient admissions, emergency department visits, and total medical expenditures (TME) relative to a matched cohort of nonparticipants. In a subanalysis, we studied the modifying effects of intervention fidelity on program impact. METHODS: We created 1897 propensity score-matched case-control pairs based on preprogram similarities in disease profile, predictive risk score, medical cost, and utilization. Changes in outcomes 6 months post program were measured using difference-in-differences analyses. We used principal components analysis to identify program features associated with reduced inpatient admissions, classified cases according to intervention fidelity, and measured postprogram changes in TME for each subgroup. RESULTS: Program participation was associated with a 21% reduction in all-cause inpatient admissions (P = .03) and a 22% reduction in TME (P = .02) 6 months after program completion. Relative spending reductions were 2.1 times greater for high-fidelity interventions compared with overall program participation (P < .001). CONCLUSIONS: Centrally staffed complex care management programs can reduce costs and improve outcomes for high-risk Medicare beneficiaries. Integrating predictive risk stratification, evidence-based intervention design, and performance monitoring can ensure consistent outcomes.


Subject(s)
Accountable Care Organizations/organization & administration , Comprehensive Health Care/organization & administration , Health Expenditures/statistics & numerical data , Medicare/statistics & numerical data , Patient Admission/statistics & numerical data , Accountable Care Organizations/statistics & numerical data , Aged , Aged, 80 and over , Comorbidity , Comprehensive Health Care/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Male , Propensity Score , Residence Characteristics/statistics & numerical data , United States
20.
Milbank Q ; 98(3): 847-907, 2020 09.
Article in English | MEDLINE | ID: mdl-32697004

ABSTRACT

Policy Points Concerns have been raised about risk selection in the Medicare Shared Savings Program (MSSP). Specifically, turnover in accountable care organization (ACO) physicians and patient panels has led to concerns that ACOs may be earning shared-savings bonuses by selecting lower-risk patients or providers with lower-risk panels. We find no evidence that changes in ACO patient populations explain savings estimates from previous evaluations through 2015. We also find no evidence that ACOs systematically manipulated provider composition or billing to earn bonuses. The modest savings and lack of risk selection in the original MSSP design suggest opportunities to build on early progress. Recent program changes provide ACOs with more opportunity to select providers with lower-risk patients. Understanding the effect of these changes will be important for guiding future payment policy. CONTEXT: The Medicare Shared Savings Program (MSSP) establishes incentives for participating accountable care organizations (ACOs) to lower spending for their attributed fee-for-service Medicare patients. Turnover in ACO physicians and patient panels has raised concerns that ACOs may be earning shared-savings bonuses by selecting lower-risk patients or providers with lower-risk panels. METHODS: We conducted three sets of analyses of Medicare claims data. First, we estimated overall MSSP savings through 2015 using a difference-in-differences approach and methods that eliminated selection bias from ACO program exit or changes in the practices or physicians included in ACO contracts. We then checked for residual risk selection at the patient level. Second, we reestimated savings with methods that address undetected risk selection but could introduce bias from other sources. These included patient fixed effects, baseline or prospective assignment, and area-level MSSP exposure to hold patient populations constant. Third, we tested for changes in provider composition or provider billing that may have contributed to bonuses, even if they were eliminated as sources of bias in the evaluation analyses. FINDINGS: MSSP participation was associated with modest and increasing annual gross savings in the 2012-2013 entry cohorts of ACOs that reached $139 to $302 per patient by 2015. Savings in the 2014 entry cohort were small and not statistically significant. Robustness checks revealed no evidence of residual risk selection. Alternative methods to address risk selection produced results that were substantively consistent with our primary analysis but varied somewhat and were more sensitive to adjustment for patient characteristics, suggesting the introduction of bias from within-patient changes in time-varying characteristics. We found no evidence of ACO manipulation of provider composition or billing to inflate savings. Finally, larger savings for physician group ACOs were robust to consideration of differential changes in organizational structure among non-ACO providers (eg, from consolidation). CONCLUSIONS: Participation in the original MSSP program was associated with modest savings and not with favorable risk selection. These findings suggest an opportunity to build on early progress. Understanding the effect of new opportunities and incentives for risk selection in the revamped MSSP will be important for guiding future program reforms.


Subject(s)
Cost Savings , Cost Sharing/economics , Medicare/economics , Accountable Care Organizations/economics , Accountable Care Organizations/organization & administration , Accountable Care Organizations/statistics & numerical data , Aged , Cost Savings/economics , Cost Savings/methods , Cost Savings/statistics & numerical data , Cost Sharing/methods , Cost Sharing/statistics & numerical data , Female , Humans , Insurance Claim Review , Male , Medicare/organization & administration , United States
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