1
|
Yee B, Mohan N, McKenzie F, Jeffreys M. What Interventions Work to Reduce Cost Barriers to Primary Healthcare in High-Income Countries? A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1029. [PMID: 39200639 PMCID: PMC11353906 DOI: 10.3390/ijerph21081029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/02/2024] [Accepted: 08/02/2024] [Indexed: 09/02/2024]
Abstract
High-income countries like Aotearoa New Zealand are grappling with inequitable access to healthcare services. Out-of-pocket payments can lead to the reduced use of appropriate healthcare services, poorer health outcomes, and catastrophic health expenses. To advance our knowledge, this systematic review asks, "What interventions aim to reduce cost barriers for health users when accessing primary healthcare in high-income countries?" The search strategy comprised three bibliographic databases (Dimensions, Embase, and Medline Web of Science). Two authors selected studies for inclusion; discrepancies were resolved by a third reviewer. All articles published in English from 2000 to May 2022 and that reported on outcomes of interventions that aimed to reduce cost barriers for health users to access primary healthcare in high-income countries were eligible for inclusion. Two blinded authors independently assessed article quality using the Critical Appraisal Skills Program. Relevant data were extracted and analyzed in a narrative synthesis. Forty-three publications involving 18,861,890 participants and 6831 practices (or physicians) met the inclusion criteria. Interventions reported in the literature included removing out-of-pocket costs, implementing nonprofit organizations and community programs, additional workforce, and alternative payment methods. Interventions that involved eliminating or reducing out-of-pocket costs substantially increased healthcare utilization. Where reported, initiatives generally found financial savings at the system level. Health system initiatives generally, but not consistently, were associated with improved access to healthcare services.
Collapse
Affiliation(s)
| | | | | | - Mona Jeffreys
- Te Hikuwai Rangahau Hauora, Health Services Research Centre, Te Herenga Waka–Victoria University of Wellington, Wellington 6011, New Zealand; (B.Y.); (N.M.); (F.M.)
| |
Collapse
|
2
|
Qureshi N, Quigley DD. Patient Surveys Are Used Most Often to Assess Health Care Innovations, Rigorous Methods Are Less Common. Am J Med Qual 2024; 39:188-196. [PMID: 38976453 PMCID: PMC11269007 DOI: 10.1097/jmq.0000000000000197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
The Agency of Healthcare Research and Quality Healthcare Innovations Exchange (IE) was developed to collect and report on innovative approaches to improving health care. The team reviewed 348 IE innovations including patient-reported satisfaction or experience measures. Innovations most often measured overall rating of care (61% of innovations), followed by access (52%) and provider-patient communication (12%). More than half used patient satisfaction surveys (n = 187) rather than patient experience surveys (n = 64). Innovations using patient experience surveys more often measured specific aspects of patient care, for example, access, versus a general overall rating of care. Most innovations using patient experience surveys administered nonvalidated, homegrown surveys, with few using the Agency of Healthcare Research and Quality-endorsed, psychometrically-tested CAHPS (Consumer Assessment of Healthcare Providers and Systems) survey. The most common study design was postimplementation-only (65%), highlighting that methodological rigor used to assess patient-centeredness in the IE is low. Broad use of patient experience surveys and more rigorous evaluation study designs has increased some over time but is still lacking.
Collapse
|
3
|
Azimzadeh S, Azami-Aghdash S, Tabrizi JS, Gholipour K. Reforms and innovations in primary health care in different countries: scoping review. Prim Health Care Res Dev 2024; 25:e22. [PMID: 38651337 PMCID: PMC11091477 DOI: 10.1017/s1463423623000725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 12/01/2023] [Accepted: 12/13/2023] [Indexed: 04/25/2024] Open
Abstract
INTRODUCTION The World Health Organization (WHO) recommends focusing on primary health care (PHC) as the first strategy of countries to achieve the improvement of the health level of communities and has emphasized it again in 2021. Therefore, we intend to take a different look at the PHC system with reform, innovation, and initiative by using the experiences of leading countries and identify practical and evidence-based solutions to achieve greater health. METHODS This is a scoping review study that has identified innovations and reforms related to PHC since the beginning of 2000 to the end of 2022. In this study, Scopus, Web Of Science, and PubMed databases have been searched using appropriate keywords. This study is done in six steps using Arkesy and O'Malley framework. In this study, the framework of six building blocks of WHO was used to summarize and report the findings. RESULTS By searching in different databases, we identified 39426 studies related to reforms in primary care, and after the screening process, 106 studies were analyzed. Our findings were classified and reported into 9 categories (aims, stewardship/leadership, financing & payment, service delivery, health workforce, information, outcomes, policies/considerations, and limitations). CONCLUSION The necessity and importance of strengthening PHC is obvious to everyone due to its great consequences, which requires a lot of will, effort, and coordination at the macro-level of the country, various organizations, and health teams, as well as the participation of people and society.
Collapse
Affiliation(s)
- Solmaz Azimzadeh
- Health Policy, Department of Health Policy & Management, School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Saber Azami-Aghdash
- Health Policy, Medical Philosophy and History Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Jafar Sadegh Tabrizi
- Health Services Management, Tabriz Health Services Management Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Kamal Gholipour
- Health Services Management, Tabriz Health Services Management Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| |
Collapse
|
4
|
Ciemins EL, Mohl JT, Moreno CA, Colangelo F, Smith RA, Barton M. Development of a Follow-Up Measure to Ensure Complete Screening for Colorectal Cancer. JAMA Netw Open 2024; 7:e242693. [PMID: 38526494 PMCID: PMC10964113 DOI: 10.1001/jamanetworkopen.2024.2693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/14/2024] [Indexed: 03/26/2024] Open
Abstract
Importance The current quality performance measure for colorectal cancer (CRC) screening is limited to initial screening. Despite low rates, there is no measure for appropriate follow-up with colonoscopy after receipt of an abnormal result of a stool-based screening test (SBT) for CRC. A quality performance measure is needed. Objective To develop and test a quality performance measure for follow-up colonoscopy within 6 months of an abnormal result of an SBT for CRC. Design, Setting, and Participants This retrospective quality improvement study examined data from January 1, 2016, to December 31, 2020, with 2018 plus 6 months of follow-up as the primary measurement period to verify performance rates, specify a potential measure, and test for validity, reliability, and feasibility. The Optum Labs Data Warehouse (OLDW), a deidentified database of health care claims and clinical data, was accessed. The OLDW contains longitudinal health information on enrollees and patients, representing a diverse mixture of ages and geographic regions across the US. For the database study, adults from 38 health care organizations (HCOs) aged 50 to 75 years who completed an initial CRC SBT with an abnormal result were observed to determine follow-up colonoscopy rates within 6 months. Rates were stratified by race, ethnicity, sex, insurance, and test modality. Three HCOs participated in the feasibility field testing. Data were analyzed from June 1, 2022, to May 31, 2023. Main Outcome and Measures The primary outcome consisted of follow-up colonoscopy rates following an abnormal SBT result for CRC. Reliability statistics were also calculated across HCOs, race, ethnicity, and measurement year. Results Among 20 581 adults (48.6% men and 51.4% women; 307 [1.5%] Asian, 492 [7.2%] Black, 644 [3.1%] Hispanic, and 17 705 [86.0%] White; mean [SD] age, 63.6 [7.1] years) in 38 health systems, 47.9% had a follow-up colonoscopy following an abnormal SBT result for CRC within 6 months. There was significant variation between HCOs. Notably, significantly fewer Black patients (37.1% [95% CI, 34.6%-39.5%]) and patients with Medicare (49.2% [95% CI, 47.7%-50.6%]) or Medicaid (39.2% [95% CI, 36.3%-42.1%]) insurance received a follow-up colonoscopy. A quality performance measure that tracks rates of follow-up within 6 months of an abnormal SBT result was observed to be feasible, valid, and reliable, with a median reliability statistic between HCOs of 94.5% (range, 74.3%-99.7%). Conclusions and Relevance The findings of this observational study of 20 581 adults suggest that a measure of follow-up colonoscopy within defined periods after an abnormal result of an SBT test for CRC is warranted based on low current performance rates and would be feasible to collect by health systems and produce valid, reliable results.
Collapse
Affiliation(s)
- Elizabeth L. Ciemins
- Research and Analytics, American Medical Group Association, Alexandria, Virginia
| | - Jeff T. Mohl
- Research and Analytics, American Medical Group Association, Alexandria, Virginia
| | - Carlos A. Moreno
- Research and Analytics, American Medical Group Association, Alexandria, Virginia
- Now with Albany Medical College
| | | | - Robert A. Smith
- Center for Cancer Screening, American Cancer Society, Atlanta, Georgia
| | - Mary Barton
- National Committee for Quality Assurance, Washington, DC
| |
Collapse
|
5
|
Singh P, Fu N, Dale S, Orzol S, Laird J, Markovitz A, Shin E, O’Malley AS, McCall N, Day TJ. The Comprehensive Primary Care Plus Model and Health Care Spending, Service Use, and Quality. JAMA 2024; 331:132-146. [PMID: 38100460 PMCID: PMC10777250 DOI: 10.1001/jama.2023.24712] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/07/2023] [Indexed: 12/17/2023]
Abstract
Importance Implemented in 18 regions, Comprehensive Primary Care Plus (CPC+) was the largest US primary care delivery model ever tested. Understanding its association with health outcomes is critical in designing future transformation models. Objective To test whether CPC+ was associated with lower health care spending and utilization and improved quality of care. Design, Setting, and Participants Difference-in-differences regression models compared changes in outcomes between the year before CPC+ and 5 intervention years for Medicare fee-for-service beneficiaries attributed to CPC+ and comparison practices. Participants included 1373 track 1 (1 549 585 beneficiaries) and 1515 track 2 (5 347 499 beneficiaries) primary care practices that applied to start CPC+ in 2017 and met minimum care delivery and other eligibility requirements. Comparison groups included 5243 track 1 (5 347 499 beneficiaries) and 3783 track 2 (4 507 499 beneficiaries) practices, matched, and weighted to have similar beneficiary-, practice-, and market-level characteristics as CPC+ practices. Interventions Two-track design involving enhanced (higher for track 2) and alternative payments (track 2 only), care delivery requirements (greater for track 2), data feedback, learning, and health information technology support. Main Outcomes and Measures The prespecified primary outcome was annualized Medicare Part A and B expenditures per beneficiary per month (PBPM). Secondary outcomes included expenditure categories, utilization (eg, hospitalizations), and claims-based quality-of-care process and outcome measures (eg, recommended tests for patients with diabetes and unplanned readmissions). Results Among the CPC+ patients, 5% were Black, 3% were Hispanic, 87% were White, and 5% were of other races (including Asian/Other Pacific Islander and American Indian); 85% of CPC+ patients were older than 65 years and 58% were female. CPC+ was associated with no discernible changes in the total expenditures (track 1: $1.1 PBPM [90% CI, -$4.3 to $6.6], P = .74; track 2: $1.3 [90% CI, -$5 to $7.7], P = .73), and with increases in expenditures including enhanced payments (track 1: $13 [90% CI, $7 to $18], P < .001; track 2: $24 [90% CI, $18 to $31], P < .001). Among secondary outcomes, CPC+ was associated with decreases in emergency department visits starting in year 1, and in acute hospitalizations and acute inpatient expenditures in later years. Associations were more favorable for practices also participating in the Medicare Shared Savings Program and independent practices. CPC+ was not associated with meaningful changes in claims-based quality-of-care measures. Conclusions and Relevance Although the timing of the associations of CPC+ with reduced utilization and acute inpatient expenditures was consistent with the theory of change and early focus on episodic care management of CPC+, CPC+ was not associated with a reduction in total expenditures over 5 years. Positive interaction between CPC+ and the Shared Savings Program suggests transformation models might be more successful when provider cost-reduction incentives are aligned across specialties. Further adaptations and testing of primary care transformation models, as well as consideration of the larger context in which they operate, are needed.
Collapse
Affiliation(s)
| | - Ning Fu
- Mathematica, Princeton, New Jersey
| | | | | | | | | | | | | | | | - Timothy J. Day
- Centers for Medicare & Medicaid Innovation, Baltimore, Maryland
| |
Collapse
|
6
|
He F, Gasdaska A, White L, Tang Y, Beadles C. Participation in a Medicare advanced primary care model and the delivery of high-value services. Health Serv Res 2023; 58:1266-1291. [PMID: 37557935 PMCID: PMC10622300 DOI: 10.1111/1475-6773.14213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2023] Open
Abstract
OBJECTIVE To evaluate whether primary care providers' participation in the Comprehensive Primary Care Plus Initiative (CPC+) was associated with changes in their delivery of high-value services. DATA SOURCES Medicare Physician & Other Practitioners public use files from 2013 to 2019, 2017 to 2019 Medicare Part B claims for a 5% random sample of Medicare Fee-for-Service (FFS) beneficiaries, the Area Health Resources File, the National Plan & Provider Enumeration System files, and public use datasets from the Centers for Medicare & Medicaid Services Physician Compare. STUDY DESIGN We used a difference-in-difference approach with a propensity score-matched comparison group to estimate the association of CPC+ participation with the delivery of annual wellness visits (AWVs), advance care planning (ACP), flu shots, counseling to prevent tobacco use, and depression screening. These services are prominent examples of high-value services, providing benefits to patients at a reasonable cost. We examined both the likelihood of delivering these services within a year and the count of services delivered per 1000 Medicare FFS beneficiaries per year. DATA COLLECTION/EXTRACTION METHODS Secondary data are linked at the provider level. PRINCIPAL FINDINGS We find that CPC+ participation was associated with increases in the likelihood of delivering AWVs (13.03 percentage points by CPC+'s third year, p < 0.001) and the number of AWVs per 1000 Medicare FFS beneficiaries (44 more AWVs by CPC+'s third year, p < 0.001). We also find that CPC+ participation was associated with more flu shots per 1000 beneficiaries (52 more shots by CPC+'s third year, p < 0.001) but not with the likelihood of delivering flu shots. We did not find consistent evidence for the association between CPC+ participation and ACP services, counseling to prevent tobacco use, or depression screening. CONCLUSIONS CPC+ participation was associated with increases in the delivery of AWVs and flu shots, but not other high-value services.
Collapse
Affiliation(s)
- Fang He
- RTI InternationalResearch Triangle ParkNorth CarolinaUSA
| | - Angela Gasdaska
- Institute for Advanced Analytics, North Carolina State UniversityRaleighNorth CarolinaUSA
| | - Lindsay White
- Department of Medical Ethics & Health PolicyPerelman School of Medicine, University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Yan Tang
- RTI InternationalResearch Triangle ParkNorth CarolinaUSA
| | - Chris Beadles
- RTI InternationalResearch Triangle ParkNorth CarolinaUSA
| |
Collapse
|
7
|
Ayanian JZ. Transforming Primary Care Through Innovations in Medicare. JAMA HEALTH FORUM 2023; 4:e235071. [PMID: 38100426 DOI: 10.1001/jamahealthforum.2023.5071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023] Open
Affiliation(s)
- John Z Ayanian
- Editor in Chief, JAMA Health Forum
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| |
Collapse
|
8
|
Kumar W, Adashi EY, Kocher B. Making care primary: Medicare's latest attempt at value-based primary care. HEALTH AFFAIRS SCHOLAR 2023; 1:qxad072. [PMID: 38756364 PMCID: PMC10986190 DOI: 10.1093/haschl/qxad072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 09/29/2023] [Accepted: 11/30/2023] [Indexed: 05/18/2024]
Abstract
On June 8th, 2023, the Centers for Medicare and Medicaid Innovation (CMMI) announced the Making Care Primary (MCP) model, its latest attempt to transform primary care delivery for a value-based care payment system. The MCP is a decade-long multi-payer partnership with a voluntary risk-adjusted payment model for primary care organizations. It provides financial support for organizations to develop and implement a value-based care infrastructure and prospective payments per beneficiary for the delivery of primary care. The MCP consists of 3 tracks, ranging from lump-sum infrastructure payments to a fully prospective payment model with 1-sided risk. In turn, physicians need to meet a set criteria, such as quality outcomes, health-related social needs screening and referral, and high-touch chronic care management (CMMI; https://innovation.cms.gov/innovation-models/making-care-primary). While MCP is a well-planned effort, it is likely to suffer from some of the same pitfalls as prior CMS attempts to revolutionize primary care and may therefore exert unintended effects on market consolidation.
Collapse
Affiliation(s)
- Wasan Kumar
- Stanford University, School of Medicine, Stanford, CA 94305, United States
| | - Eli Y Adashi
- Brown University, Providence, RI 02913, United States
| | - Bob Kocher
- Stanford Univerisity, Department of Health Policy, USC Schaeffer Center, Venrock, Palo Alto, CA 94304, United States
| |
Collapse
|
9
|
Rubio K, Fraze TK, Bibi S, Rodriguez HP. Racial-Ethnic Composition of Primary Care Practices and Comprehensive Primary Care Plus Initiative Participation. J Gen Intern Med 2023; 38:2945-2952. [PMID: 36941423 PMCID: PMC10593678 DOI: 10.1007/s11606-023-08160-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 03/10/2023] [Indexed: 03/23/2023]
Abstract
BACKGROUND It remains unclear whether the racial-ethnic composition or the socioeconomic profiles of eligible primary care practices better explain practice participation in the Centers for Medicare and Medicaid Services' (CMS) Comprehensive Primary Care Plus (CPC+) program. OBJECTIVE To examine whether practices serving high proportions of Black or Latino Medicare fee-for-service (FFS) beneficiaries were less likely to participate in CPC+ in 2021 compared to practices serving lower proportions of these populations. DESIGN 2019 IQVIA OneKey data on practice characteristics was linked with 2018 CMS claims data and 2021 CMS CPC+ participation data. Medicare FFS beneficiaries were attributed to practices using CMS's primary care attribution method. PARTICIPANTS 11,718 primary care practices and 7,264,812 attributed Medicare FFS beneficiaries across 18 eligible regions. METHODS Multivariable logistic regression models examined whether eligible practices with relatively high shares of Black or Latino Medicare FFS beneficiaries were less likely to participate in CPC+ in 2021, controlling for the clinical and socioeconomic profiles of practices. MAIN MEASURES Proportion of Medicare FFS beneficiaries attributed to each practice that are (1) Latino and (2) Black. KEY RESULTS Of the eligible practices, 26.9% were CPC+ participants. In adjusted analyses, practices with relatively high shares of Black (adjusted odds ratio, aOR = 0.62, p < 0.05) and Latino (aOR = 0.32, p < 0.01) beneficiaries were less likely to participate in CPC+ compared to practices with lower shares of these beneficiary groups. State differences in CPC+ participation rates partially explained participation disparities for practices with relatively high shares of Black beneficiaries, but did not explain participation disparities for practices with relatively high shares of Latino beneficiaries. CONCLUSIONS The racial-ethnic composition of eligible primary care practices is more strongly associated with CPC+ participation than census tract-level poverty. Practice eligibility requirements for CMS-sponsored initiatives should be reconsidered so that Black and Latino beneficiaries are not left out of the benefits of practice transformation.
Collapse
Affiliation(s)
- Karl Rubio
- Division of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Taressa K Fraze
- Department of Family and Community Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Salma Bibi
- Division of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Hector P Rodriguez
- Division of Health Policy and Management, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
| |
Collapse
|
10
|
Henderson DAG, Donaghy E, Dozier M, Guthrie B, Huang H, Pickersgill M, Stewart E, Thompson A, Wang HHX, Mercer SW. Understanding primary care transformation and implications for ageing populations and health inequalities: a systematic scoping review of new models of primary health care in OECD countries and China. BMC Med 2023; 21:319. [PMID: 37620865 PMCID: PMC10463288 DOI: 10.1186/s12916-023-03033-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/15/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND Many countries have introduced reforms with the aim of primary care transformation (PCT). Common objectives include meeting service delivery challenges associated with ageing populations and health inequalities. To date, there has been little research comparing PCT internationally. Our aim was to examine PCT and new models of primary care by conducting a systematic scoping review of international literature in order to describe major policy changes including key 'components', impacts of new models of care, and barriers and facilitators to PCT implementation. METHODS We undertook a systematic scoping review of international literature on PCT in OECD countries and China (published protocol: https://osf.io/2afym ). Ovid [MEDLINE/Embase/Global Health], CINAHL Plus, and Global Index Medicus were searched (01/01/10 to 28/08/21). Two reviewers independently screened the titles and abstracts with data extraction by a single reviewer. A narrative synthesis of findings followed. RESULTS A total of 107 studies from 15 countries were included. The most frequently employed component of PCT was the expansion of multidisciplinary teams (MDT) (46% of studies). The most frequently measured outcome was GP views (27%), with < 20% measuring patient views or satisfaction. Only three studies evaluated the effects of PCT on ageing populations and 34 (32%) on health inequalities with ambiguous results. For the latter, PCT involving increased primary care access showed positive impacts whilst no benefits were reported for other components. Analysis of 41 studies citing barriers or facilitators to PCT implementation identified leadership, change, resources, and targets as key themes. CONCLUSIONS Countries identified in this review have used a range of approaches to PCT with marked heterogeneity in methods of evaluation and mixed findings on impacts. Only a minority of studies described the impacts of PCT on ageing populations, health inequalities, or from the patient perspective. The facilitators and barriers identified may be useful in planning and evaluating future developments in PCT.
Collapse
Affiliation(s)
- D A G Henderson
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - E Donaghy
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - M Dozier
- College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - B Guthrie
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - H Huang
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - M Pickersgill
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - E Stewart
- School of Social Work and Social Policy, University of Strathclyde, Glasgow, UK
| | - A Thompson
- School of Social and Political Sciences, University of Edinburgh, Edinburgh, UK
| | - H H X Wang
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - S W Mercer
- Centre for Population Health Sciences, Usher Institute, University of Edinburgh, Edinburgh, UK.
| |
Collapse
|
11
|
Pandey A, Eastman D, Hsu H, Kerrissey MJ, Rosenthal MB, Chien AT. Value-Based Purchasing Design And Effect: A Systematic Review And Analysis. Health Aff (Millwood) 2023; 42:813-821. [PMID: 37276480 PMCID: PMC11026120 DOI: 10.1377/hlthaff.2022.01455] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
During the past two decades in the United States, all major payer types-commercial, Medicare, Medicaid, and multipayer coalitions-have introduced value-based purchasing (VBP) contracts to reward providers for improving health care quality while reducing spending. This systematic review qualitatively characterized the financial and nonfinancial features of VBP programs and examined how such features combine to create a level of program intensity that relates to desired quality and spending outcomes. Higher-intensity VBP programs are more frequently associated with desired quality processes, utilization measures, and spending reductions than lower-intensity programs. Thus, although there may be reasons for payers and providers to opt for lower-intensity programs (for example, to increase voluntary participation), these choices apparently have consequences for spending and quality outcomes.
Collapse
Affiliation(s)
| | | | - Heather Hsu
- Heather Hsu, Boston University, Boston, Massachusetts
| | | | | | | |
Collapse
|
12
|
Walker DM, Tarver WL, Jonnalagadda P, Ranbom L, Ford EW, Rahurkar S. Perspectives on Challenges and Opportunities for Interoperability: Findings From Key Informant Interviews With Stakeholders in Ohio. JMIR Med Inform 2023; 11:e43848. [PMID: 36826979 PMCID: PMC10007006 DOI: 10.2196/43848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 01/11/2023] [Accepted: 01/19/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND Interoperability-the exchange and integration of data across the health care system-remains a challenge despite ongoing policy efforts aimed at promoting interoperability. OBJECTIVE This study aimed to identify current challenges and opportunities to advancing interoperability across stakeholders. METHODS Primary data were collected through qualitative, semistructured interviews with stakeholders (n=24) in Ohio from July to October 2021. Interviewees were sampled using a stratified purposive sample of key informants from 4 representative groups as follows: acute care and children's hospital leaders, primary care providers, behavioral health providers, and regional health information exchange networks. Interviews focused on key informant perspectives on electronic health record implementation, the alignment of public policy with organizational strategy, interoperability implementation challenges, and opportunities for health information technology. The interviews were transcribed verbatim followed by rigorous qualitative analysis using directed content analysis. RESULTS The findings illuminate themes related to challenges and opportunities for interoperability that align with technological (ie, implementation challenges, mismatches in interoperability capabilities across stakeholders, and opportunities to leverage new technology and integrate social determinants of health data), organizational (ie, facilitators of interoperability and strategic alignment of participation in value-based payment programs with interoperability), and environmental (ie, policy) domains. CONCLUSIONS Interoperability, although technically feasible for most providers, remains challenging for technological, organizational, and environmental reasons. Our findings suggest that the incorporation of end user considerations into health information technology development, implementation, policy, and standard deployment may support interoperability advancement.
Collapse
Affiliation(s)
- Daniel M Walker
- Department of Family and Community Medicine, College of Medicine, The Ohio State University, Columbus, OH, United States.,The Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Willi L Tarver
- The Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH, United States.,Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Pallavi Jonnalagadda
- The Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Lorin Ranbom
- Government Resource Center, College of Medicine, The Ohio State University, Columbus, OH, United States
| | - Eric W Ford
- Department of Healthcare Organization and Policy, School of Public Health, University of Alabama, Birmingham, AL, United States
| | - Saurabh Rahurkar
- The Center for the Advancement of Team Science, Analytics, and Systems Thinking, College of Medicine, The Ohio State University, Columbus, OH, United States.,Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, United States
| |
Collapse
|
13
|
Tucher EL, McHugh JP, Thomas KS, Wallack AR, Meyers DJ. Evaluating a Care Management Program for Dual-Eligible Beneficiaries: Evidence from Rhode Island. Popul Health Manag 2023; 26:37-45. [PMID: 36745407 DOI: 10.1089/pop.2022.0236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
As health systems attempt to contain utilization and costs, care management programs are proliferating. However, there are mixed findings on their impact. In 2018, Rhode Island initiated a care management program for dually eligible Medicare and Medicaid beneficiaries at high risk of hospitalization or institutionalization. The objective of this study is to evaluate the association between health care utilization and costs and care management for dual-eligible participants (n = 169). The authors employed an interrupted time series analysis of administrative claims data using the Rhode Island All Payer Claims Database, which includes data from all major payers in the state, for 11 quarters (January 1, 2017 until September 1, 2019). On average, participants were younger (46.2% were 19-64 years of age vs. 41.9% of non-participants), female (71% vs. 62.6% of non-participants), and had a higher comorbidity burden (more commonly had anemia, atrial fibrillation, chronic kidney disease, chronic obstructive pulmonary disease, depression, diabetes, heart failure, hyperlipidemia, hypertension, ischemic heart disease, and stroke). Participation was associated with significantly fewer hospital admissions (118 fewer admissions per 1000 admissions per quarter; 95% confidence interval [CI] -11 to -22), and a reduction in Medicaid ($1841 less spent per quarter, 95% CI -2407 to -1275) and total ($2570 less spent per quarter; 95% CI -$4645 to -$495) costs. Participation was not significantly associated with a change in Emergency Department (ED) visits, preventable ED visits, Skilled Nursing Facility stays, or Medicare costs. These results suggest that targeted care management programs may provide dual-eligible beneficiaries with needed services while diverting inefficient health care utilization.
Collapse
Affiliation(s)
- Emma L Tucher
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - John P McHugh
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.,Department of Health Policy and Management, Columbia University Mailman School of Public Health, New York, USA
| | - Kali S Thomas
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.,Center for Gerontology and Health Care Research, Brown University School of Public Health, Providence, Rhode Island, USA.,Center of Innovation in Long Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Anya R Wallack
- The University of Vermont Health Network, Burlington, Vermont, USA
| | - David J Meyers
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA.,Center for Gerontology and Health Care Research, Brown University School of Public Health, Providence, Rhode Island, USA
| |
Collapse
|
14
|
Schuttner L, Guo R, Wong E, Jimenez E, Klein M, Roy S, Rosland AM, Chang ET. High-Risk Patient Experiences Associated With an Intensive Primary Care Management Program in the Veterans Health Administration. J Ambul Care Manage 2023; 46:45-53. [PMID: 36036980 PMCID: PMC9691513 DOI: 10.1097/jac.0000000000000428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Intensive management programs may improve health care experiences among high-risk and complex patients. We assessed patient experience among (1) prior enrollees (n = 59) of an intensive management program (2014-2018); (2) nonenrollees (n = 356) at program sites; and (3) nonprogram site patients (n = 728), using a patient survey based on the Consumer Assessment of Healthcare Providers and Systems in 2019. Outcomes included patient ratings of patient-centered care; overall health care experience; and satisfaction with their usual outpatient care provider. In multivariate models, enrollees were more satisfied with their current provider versus nonenrollees within program sites (adjusted odds ratio 2.36; 95% confidence interval 1.15-4.85).
Collapse
Affiliation(s)
- Linnaea Schuttner
- Health Systems Research & Development, VA Puget Sound Health Care System, Seattle, WA
- Department of Medicine, University of Washington School of Medicine, Seattle, WA
| | - Rong Guo
- VA Greater Los Angeles Healthcare System, Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), Los Angeles, CA
- University of California at Los Angeles, David Geffen School of Medicine, Department of Medicine, Division of General Internal Medicine, Los Angeles, CA
| | - Edwin Wong
- Health Systems Research & Development, VA Puget Sound Health Care System, Seattle, WA
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA
| | - Elvira Jimenez
- VA Greater Los Angeles Healthcare System, Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), Los Angeles, CA
- University of California at Los Angeles, David Geffen School of Medicine, Department of Medicine, Division of General Internal Medicine, Los Angeles, CA
| | - Melissa Klein
- VA Northeast Ohio Healthcare System, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH
| | - Sudip Roy
- Salisbury W.G. Hefner VA Medical Center, Salisbury, NC
| | - Ann-Marie Rosland
- VA Center for Health Equity Research & Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA
- Department of Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Evelyn T. Chang
- VA Greater Los Angeles Healthcare System, Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), Los Angeles, CA
- University of California at Los Angeles, David Geffen School of Medicine, Department of Medicine, Division of General Internal Medicine, Los Angeles, CA
- VA Greater Los Angeles Healthcare System, Department of Medicine, Division of General Internal Medicine, Los Angeles, CA
| |
Collapse
|
15
|
TANG MITCHELL, CHERNEW MICHAELE, MEHROTRA ATEEV. How Emerging Telehealth Models Challenge Policymaking. Milbank Q 2022; 100:650-672. [PMID: 36169169 PMCID: PMC9576237 DOI: 10.1111/1468-0009.12584] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/29/2022] [Accepted: 05/11/2022] [Indexed: 12/30/2022] Open
Abstract
Policy Points Current telehealth policy discussions are focused on synchronous video and audio telehealth visits delivered by traditional providers and have neglected the growing number of alternative telehealth offerings. These alternative telehealth offerings range from simply supporting traditional brick-and-mortar providers to telehealth-only companies that directly compete with them. We describe policy challenges across this range of alternative telehealth offerings in terms of using the appropriate payment model, determining the payment amount, and ensuring the quality of care.
Collapse
Affiliation(s)
- MITCHELL TANG
- Harvard Graduate School of Arts and Sciences, Harvard Business School
| | | | - ATEEV MEHROTRA
- Harvard Medical School
- Beth Israel Deaconess Medical Center
| |
Collapse
|
16
|
Markovitz AA, Murray RC, Ryan AM. Comprehensive Primary Care Plus Did Not Improve Quality Or Lower Spending For The Privately Insured. Health Aff (Millwood) 2022; 41:1255-1262. [PMID: 36067428 DOI: 10.1377/hlthaff.2021.01982] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Comprehensive Primary Care Plus (CPC+) was a multipayer payment reform model that provided incentives for primary care practices to lower spending and improve quality performance. Although CPC+ has been evaluated in Medicare, little is known about its impact in the private sector. Using claims and enrollment data from the period 2013-20 from two large insurers in Michigan, we performed difference-in-differences analyses and found that CPC+ was not associated with changes in total spending (-$44.70 per year) or overall quality performance (-0.1 percentage point). These changes did not vary systematically across CPC+ cohorts, tracks, regions, or participation in prior primary care innovations. We conclude that CPC+ did not improve spending or quality for private-plan enrollees in Michigan, even before accounting for payouts to providers. This analysis adds to existing evidence that CPC+ may cost payers money in the short term, without concomitant improvements to care quality.
Collapse
|
17
|
Finke B, Davidson K, Rawal P. Addressing Challenges in Primary Care—Lessons to Guide Innovation. JAMA HEALTH FORUM 2022; 3:e222690. [DOI: 10.1001/jamahealthforum.2022.2690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Bruce Finke
- Center for Medicare & Medicaid Innovation, Centers for Medicare & Medicaid Services, Washington, DC
| | - Kathryn Davidson
- Center for Medicare & Medicaid Innovation, Centers for Medicare & Medicaid Services, Washington, DC
| | - Purva Rawal
- Center for Medicare & Medicaid Innovation, Centers for Medicare & Medicaid Services, Washington, DC
| |
Collapse
|
18
|
Stockdale SE, Rose DE, McClean M, Rosland AM, Chang ET, Zulman DM, Stewart G, Nelson KM. Factors Associated With Patient-Centered Medical Home Teams' Use of Resources for Identifying and Approaches for Managing Patients With Complex Needs. J Ambul Care Manage 2022; 45:171-181. [PMID: 35612388 PMCID: PMC9178911 DOI: 10.1097/jac.0000000000000418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Using data from a Veterans Health Administration national primary care survey, this study identified the most highly rated tools and care approaches for patients with complex needs and how preferences varied by professional role, staffing, and training. Nurses were significantly more likely to rate most tools as very important as compared with primary care providers. Having a fully staffed team was also significantly associated with a very important rating on all tools. Nurses and fully staffed teams reported a greater likeliness to use most care approaches, and those with perceived need for training reporting a lower likeliness to use.
Collapse
Affiliation(s)
- Susan E Stockdale
- HSR&D Center for the Study of Healthcare Innovation, Implementation, and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, California (Drs Stockdale, Rose, and Chang and Mr McClean); Department of Psychiatry and Biobehavioral Sciences (Dr Stockdale), and Department of Medicine, David Geffen School of Medicine (Dr Chang), University of California, Los Angeles; Center for Health Equity Research and Promotion, VA Pittsburgh, Pittsburgh, Pennsylvania (Dr Rosland); Department of Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania (Dr Rosland); Division of General Internal Medicine, Department of Medicine, VA Greater Los Angeles, Los Angeles, California (Dr Chang); Center for Innovation to Implementation, VA Palo Alto Healthcare System, Menlo Park, California (Dr Zulman); Department of Medicine, Stanford University, Stanford, California (Dr Zulman); Department of Management, University of Iowa, Iowa City (Dr Stewart); HSR&D Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, Washington (Dr Nelson); and Division of General Internal Medicine, University of Washington, Seattle (Dr Nelson)
| | | | | | | | | | | | | | | |
Collapse
|
19
|
Norful AA, He Y, Rosenfeld A, Abraham CM, Chang B. Revisiting Provider Communication to Support Team Cohesiveness: Implications for Practice, Provider Burnout, and Technology Application in Primary Care Settings. Int J Clin Pract 2022; 2022:9236681. [PMID: 35801142 PMCID: PMC9197664 DOI: 10.1155/2022/9236681] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/05/2022] [Accepted: 05/23/2022] [Indexed: 11/17/2022] Open
Abstract
Background Effective team communication is an essential aspect of care delivery and the coordination of patients in primary care settings. With the rapid evolution of health information technology (HIT), including the implementation of electronic health records, there remains a gap in the literature about preferred methods of primary care team communication and the subsequent impact of provider and team outcomes (e.g., team cohesiveness; burnout). This study explores the impact of varying modes of communication across provider disciplines and by geographic settings during primary care delivery. Methods We used a cross-sectional survey design to collect data from a random convenience sample of PCPs (physicians, nurse practitioners, and physician assistants) (n = 314) in New York State (NYS). We mailed a paper survey with validated measures for communication methods, team cohesiveness, and provider outcomes (burnout, job dissatisfaction, and the intention to leave position). Descriptive statistics, linear regression models, and crude and adjusted odds ratios while controlling for individual and practice characteristics were calculated. Results In-person communication was found to yield greater job satisfaction and less intention to leave current position in the next year (p=0.02) compared to other forms of communication including electronic health record features. The odds of job satisfaction was 1.51 times higher with in-person communication (OR: 1.51, 95% CI: 1.05, 2.19), and the odds of intending to leave a position was 45% less with in-person communication (OR: 0.55, 95% CI: 0.36, 0.85). The odds of reporting burnout at work was 36% less with in-person communication (OR: 0.64, 95% CI: 0.43, 0.92) compared to other communication modalities. There was no significant association between team communication via the EHR and team cohesiveness, provider burnout, or job satisfaction. Conclusion This study demonstrates evidence that in-person communication is more likely to reduce burnout and job dissatisfaction compared to other forms of communication infrastructure in primary care settings. More research is needed to understand PCP perspectives about the functionality and potential burden that inhibits the use of EHR features for provider-provider communication. In addition, attention to the needs of teams by geographic location and by workforce discipline is warranted to ensure effective HIT communication application adoption.
Collapse
Affiliation(s)
- Allison A. Norful
- Columbia University School of Nursing, 630 West 168 Street- Mail Code 6, New York, NY 10032, USA
| | - Yun He
- Columbia University Mailman School of Public Health, Department of Biostatistics, New York, NY, USA
| | - Adam Rosenfeld
- Columbia University Mailman School of Public Health, Department of Sociomedical Science, New York, NY, USA
| | | | - Bernard Chang
- Columbia University Irving Medical Center, Department of Emergency Medicine, New York, NY, USA
| |
Collapse
|
20
|
Fu N, Singh P, Dale S, Orzol S, Peikes D, Ghosh A, Brown R, Day TJ. Long-Term Effects of the Comprehensive Primary Care Model on Health Care Spending and Utilization. J Gen Intern Med 2022; 37:1713-1721. [PMID: 34236603 PMCID: PMC9130381 DOI: 10.1007/s11606-021-06952-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 05/21/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND The Centers for Medicare & Medicaid Services launched the 4-year Comprehensive Primary Care Initiative (CPC Classic) in 2012 and its 5-year successor, CPC Plus (CPC+), in 2017 to test whether improving primary care delivery in five areas-and providing practices with financial and technical support-reduced spending and improved quality. This is the first study to examine long-term effects of a primary care practice transformation model. OBJECTIVE To test whether long-term primary care transformation-the 4-year CPC Classic and the first 2 years of its successor, CPC+-reduced hospitalizations, emergency department (ED) visits, and spending over 6 years. DESIGN We used a difference-in-differences analysis to compare outcomes for beneficiaries attributed to CPC Classic practices with outcomes for beneficiaries attributed to comparison practices during the year before and 6 years after CPC Classic began. PARTICIPANTS The study involved 565,674 Medicare fee-for-service beneficiaries attributed to 502 CPC Classic practices and 1,165,284 beneficiaries attributed to 908 comparison practices, with similar beneficiary-, practice-, and market-level characteristics as the CPC Classic practices. INTERVENTIONS The interventions required primary care practices to improve 5 care areas and supported their transformation with substantially enhanced payment, data feedback, and learning support and, for CPC+, added health information technology support. MAIN MEASURES Hospitalizations (all-cause), ED visits (outpatient and total), and Medicare Part A and B expenditures. KEY RESULTS Relative to comparison practices, beneficiaries in intervention practices experienced slower growth in hospitalizations-3.1% less in year 5 and 3.5% less in year 6 (P < 0.01) and roughly 2% (P < 0.1) slower growth each year in total ED visits during years 3 through 6. Medicare Part A and B expenditures (excluding care management fees) did not change appreciably. CONCLUSIONS The emergence of favorable effects on hospitalizations in years 5 and 6 suggests primary care transformation takes time to translate into lower hospitalizations. Longer tests of models are needed.
Collapse
Affiliation(s)
- Ning Fu
- Mathematica, Cambridge, MA, USA.
| | | | | | | | | | | | | | - Timothy J Day
- Center for Medicare and Medicaid Innovation, Baltimore, MA, USA
| |
Collapse
|
21
|
Rodriguez HP, Ciemins EL, Rubio K, Shortell SM. Physician Practices With Robust Capabilities Spend Less On Medicare Beneficiaries Than More Limited Practices. Health Aff (Millwood) 2022; 41:414-423. [PMID: 35254927 DOI: 10.1377/hlthaff.2021.00302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
No research has considered a range of physician practice capabilities for managing patient care when examining practice-level influences on quality of care, utilization, and spending. Using data from the 2017 National Survey of Healthcare Organizations and Systems linked to 2017 Medicare fee-for-service claims data from attributed beneficiaries, we examined the association of practice-level capabilities with process measures of quality, utilization, and spending. In propensity score-weighted mixed-effects regression analyses, physician practice locations with "robust" capabilities had lower total spending compared to locations with "mixed" or "limited" capabilities. Quality and utilization, however, did not differ by practice-level capabilities. Physician practice locations with robust capabilities spend less on Medicare fee-for-service beneficiaries but deliver quality of care that is comparable to the quality delivered in locations with low or mixed capabilities. Reforms beyond those targeting practice capabilities, including multipayer alignment and payment reform, may be needed to support larger performance advantages for practices with robust capabilities.
Collapse
Affiliation(s)
- Hector P Rodriguez
- Hector P. Rodriguez , University of California Berkeley, Berkeley, California
| | | | - Karl Rubio
- Karl Rubio, University of California Berkeley
| | | |
Collapse
|
22
|
Holland JE, Varni SE, Pulcini CD, Simon TD, Harder VS. Assessing the Relationship Between Well-Care Visit and Emergency Department Utilization Among Adolescents and Young Adults. J Adolesc Health 2022; 70:64-69. [PMID: 34625377 PMCID: PMC10494705 DOI: 10.1016/j.jadohealth.2021.08.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 08/08/2021] [Accepted: 08/09/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE To investigate the association between adolescent and young adult (AYA) well-care visits and emergency department (ED) utilization. METHODS Vermont's all-payer claims data were used to evaluate visits for 49,089 AYAs (aged 12-21 years) with a health-care claim from January 1 through December 31, 2018. We performed multiple logistic regression analyses to determine the association between well-care visits and ED utilization, investigating potential moderating effects of age, insurance type, and medical complexity. RESULTS Nearly half (49%) of AYAs who engaged with the health-care system did not attend a well-care visit in 2018. AYAs who did not attend a well-care visit had 24% greater odds (95% confidence interval [CI]: 1.19-1.30) of going to the ED at least once in 2018, controlling for age, sex, insurance type, and medical complexity. Older age, female sex, Medicaid insurance, and greater medical complexity independently predicted greater ED utilization in the adjusted model. In stratified analyses, late adolescents and young adults (aged 18-21 years) who did not attend a well-care visit had 47% greater odds (95% CI: 1.37 - 1.58) of ED visits, middle adolescents (aged 15-17 years) had 9% greater odds (95% CI: 1.01-1.18), and early adolescents (aged 12-14 years) had 16% greater odds (95% CI: 1.06 - 1.26). CONCLUSIONS Not attending well-care visits is associated with greater ED utilization among AYAs engaged in health care. Focus on key quality performance metrics such as well-care visit attendance, especially for 18- to 21-year-olds during their transition to adult health care, may help reduce ED utilization.
Collapse
Affiliation(s)
- Jennifer E Holland
- The Robert Larner, MD College of Medicine at The University of Vermont, Burlington, Vermont
| | - Susan E Varni
- The Robert Larner, MD College of Medicine at The University of Vermont, Burlington, Vermont; Department of Pediatrics at The University of Vermont, Burlington, Vermont
| | - Christian D Pulcini
- The Robert Larner, MD College of Medicine at The University of Vermont, Burlington, Vermont; Department of Pediatrics at The University of Vermont, Burlington, Vermont; Department of Surgery at The University of Vermont, Burlington, Vermont
| | - Tamara D Simon
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Valerie S Harder
- The Robert Larner, MD College of Medicine at The University of Vermont, Burlington, Vermont; Department of Pediatrics at The University of Vermont, Burlington, Vermont; Department of Psychiatry at The University of Vermont, Burlington, Vermont.
| |
Collapse
|
23
|
Primary Care Practices Providing a Broader Range of Services Have Lower Medicare Expenditures and Emergency Department Utilization. J Gen Intern Med 2021; 36:2796-2802. [PMID: 33782897 PMCID: PMC8390710 DOI: 10.1007/s11606-021-06728-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 03/16/2021] [Indexed: 10/21/2022]
|
24
|
Song Z. Taking account of accountable care. Health Serv Res 2021; 56:573-577. [PMID: 34105147 PMCID: PMC8313947 DOI: 10.1111/1475-6773.13689] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 05/05/2021] [Accepted: 05/06/2021] [Indexed: 12/28/2022] Open
Affiliation(s)
- Zirui Song
- Department of Health Care PolicyHarvard Medical SchoolBostonMassachusettsUSA
- Department of MedicineMassachusetts General HospitalBostonMassachusettsUSA
| |
Collapse
|
25
|
Kyle MA, Aveling EL, Singer S. A Mixed Methods Study of Change Processes Enabling Effective Transition to Team-Based Care. Med Care Res Rev 2021; 78:326-337. [PMID: 31610742 PMCID: PMC8295944 DOI: 10.1177/1077558719881854] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 09/07/2019] [Indexed: 11/15/2022]
Abstract
Team-based care is considered central to achieving value in primary care, yet results of large-scale primary care transformation initiatives have been mixed. We explore how underlying change processes influence the effectiveness of transition to team-based care. We studied 12 academically affiliated primary care practices participating in a learning collaborative, using longitudinal staff survey data to measure progress toward team-based care and qualitative interviews with practice staff to understand practice transformation. Transformation efforts focused on team formation and capacity building for quality improvement. Using thematic analysis, we explored types of change processes undertaken and the relationship between change processes and effective team-based care. We identified three prototypical approaches to change: pursuing functional and cultural change processes, functional only, and cultural only. Practice sites prioritizing both change processes formed the most effective teams: simultaneous functional and cultural change spurred a mutually reinforcing virtuous cycle. We describe implications for research, practice, and policy.
Collapse
Affiliation(s)
| | | | - Sara Singer
- Stanford University School of Medicine and Graduate School of Business, Stanford, CA, USA
| |
Collapse
|
26
|
Gupta R, Skootsky SA, Kahn KL, Chen L, Abtin F, Kee S, Nicholas SB, Vangala S, Wilson J. A System-Wide Population Health Value Approach to Reduce Hospitalization Among Chronic Kidney Disease Patients: an Observational Study. J Gen Intern Med 2021; 36:1613-1621. [PMID: 33140277 PMCID: PMC7605733 DOI: 10.1007/s11606-020-06272-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 09/25/2020] [Indexed: 10/27/2022]
Abstract
BACKGROUND Chronic kidney disease (CKD) is a leading cause of healthcare morbidity, utilization, and expenditures nationally, and caring for late-stage CKD populations is complex. Improving health system efficiency could mitigate these outcomes and, in the COVID-19 era, reduce risks of viral exposure. OBJECTIVE As part of a system-wide transformation to improve healthcare value among populations with high healthcare utilization and morbidity, UCLA Health evaluated a new patient-centered approach that we hypothesized would reduce inpatient utilization for CKD patients. DESIGN For 18 months in 2015-2016 and 12 months in 2017, we conducted an interrupted time series regression analysis to evaluate the intervention's impact on inpatient utilization. We used internal electronic health records and claims data across six payers. PARTICIPANTS A total of 1442 stage 4-5 CKD patients at a large academic medical center. INTERVENTION Between October and December 2016, the organization implemented a Population Health Value CKD intervention for the CKD stages 4-5 population. A multispecialty leadership team risk stratified the population and identified improvement opportunities, redesigned multispecialty care coordination pathways across settings, and developed greater ambulatory infrastructure to support care needs. MAIN MEASURES Outcomes included utilization of hospitalizations, emergency department (ED) visits, inpatient bed days, and 30-day all-cause readmissions. KEY RESULTS During the 12 months following intervention implementation, the monthly estimated rate of decline for hospitalizations was 5.4% (95% CI: 3.4-7.4%), which was 3.4 percentage points faster than the 18-month pre-intervention decline of 2.0% (95% CI: 1.0-2.2%) per month (p = 0.004). Medicare CKD patients' monthly ED visit rate of decline was 3.0% (95% CI: 1.2-4.8%) after intervention, which was 2.6 percentage points faster than the pre-intervention decline of 0.4% (95% CI: - 0.8 to 1.6%) per month (p = 0.02). CONCLUSIONS By creating care pathways that link primary and specialty care teams across settings with increased ambulatory infrastructure, healthcare systems have potential to reduce inpatient healthcare utilization.
Collapse
Affiliation(s)
- R Gupta
- Department of Internal Medicine, UCD Health, Sacramento, CA, USA.
| | - S A Skootsky
- , Los Angeles, USA
- UCLA Department of Medicine, Division of General Internal Medicine and Health Services Research, Los Angeles, CA, USA
| | | | | | - F Abtin
- UCLA Health, Los Angeles, CA, USA
| | - S Kee
- UCLA Health, Los Angeles, CA, USA
| | - S B Nicholas
- UCLA Department of Radiology, Los Angeles, CA, USA
| | | | - J Wilson
- UCLA Department of Radiology, Los Angeles, CA, USA
| |
Collapse
|
27
|
Peikes D, Taylor EF, O'Malley AS, Rich EC. The Changing Landscape Of Primary Care: Effects Of The ACA And Other Efforts Over The Past Decade. Health Aff (Millwood) 2021; 39:421-428. [PMID: 32119624 DOI: 10.1377/hlthaff.2019.01430] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Providing high-quality primary care is key to improving health care in the United States. The Affordable Care Act sharpened the emerging focus on primary care as a critical lever to use in improving health care delivery, lowering costs, and improving the quality of care. We describe primary care delivery system reform models that were developed and tested over the past decade by the Center for Medicare and Medicaid Innovation-which was created by the Affordable Care Act-and reflect on key lessons and remaining challenges. Considerable progress has been made in understanding how to implement and support different approaches to improving primary care delivery in that decade, though evaluations showed little progress in spending or quality outcomes. This may be because none of the models was able to test substantial increases in primary care payment or strong incentives for other providers to coordinate with primary care to reduce costs and improve quality.
Collapse
Affiliation(s)
- Deborah Peikes
- Deborah Peikes ( dpeikes@mathematica-mpr. com ) is a senior fellow in the Health Policy Assessment division of Mathematica and is located in Princeton, New Jersey
| | - Erin Fries Taylor
- Erin Fries Taylor is a vice president and managing director of the Health Policy Assessment division of Mathematica and is located in Washington, D.C
| | - Ann S O'Malley
- Ann S. O'Malley is a senior fellow in the Health Policy Assessment division of Mathematica and is located in Washington, D.C
| | - Eugene C Rich
- Eugene C. Rich is a senior fellow in the Health Policy Assessment division of Mathematica and is located in Washington, D.C
| |
Collapse
|
28
|
Liao JM, Navathe AS, Werner RM. The Impact of Medicare's Alternative Payment Models on the Value of Care. Annu Rev Public Health 2021; 41:551-565. [PMID: 32237986 DOI: 10.1146/annurev-publhealth-040119-094327] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Over the past decade, the Centers for Medicare and Medicaid Services (CMS) have led the nationwide shift toward value-based payment. A major strategy for achieving this goal has been to implement alternative payment models (APMs) that encourage high-value care by holding providers financially accountable for both the quality and the costs of care. In particular, the CMS has implemented and scaled up two types of APMs: population-based models that emphasize accountability for overall quality and costs for defined patient populations, and episode-based payment models that emphasize accountability for quality and costs for discrete care. Both APM types have been associated with modest reductions in Medicare spending without apparent compromises in quality. However, concerns about the unintended consequences of these APMs remain, and more work is needed in several important areas. Nonetheless, both APM types represent steps to build on along the path toward a higher-value national health care system.
Collapse
Affiliation(s)
- Joshua M Liao
- Department of Medicine, School of Medicine, University of Washington, Seattle, Washington 98195, USA; .,Value and Systems Science Lab, School of Medicine, University of Washington, Seattle, Washington 98195, USA.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Amol S Navathe
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.,Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania 19104, USA.,Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Rachel M Werner
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.,Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania 19104, USA.,Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| |
Collapse
|
29
|
Effects of Community-Based Interventions on Medication Adherence and Hospitalization for Elderly Patients with Type 2 Diabetes at Primary Care Clinics in South Korea. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18073396. [PMID: 33806046 PMCID: PMC8059144 DOI: 10.3390/ijerph18073396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/05/2021] [Accepted: 03/23/2021] [Indexed: 12/03/2022]
Abstract
Korean Disease Control and Prevention Agency launched Control and Prevention Community-based Registration and Management for Hypertension and Diabetes mellitus Project (CRMHDP) in Gwangmyeong city, 2009. This project has provided incentives on both patient and physician and has made private clinics and Public Health Center (PHC) in a community collaborate for effective chronic disease management among elderly people. This study aimed to evaluate the effects of CRMHDP on medication compliance and hospitalization due to diabetes-specific complications. The retrospective cohort study design was based on data of Korean National Health Insurance (KNHI) with 2 control areas (A & B) with usual primary care service similar to Gwangmyeong city regarding community health resources. The data on the study subjects were examined for the following 5 years since the baseline point. Medication adherence rates of CRMHDP-enrollees after the project was significantly higher than two control groups. For the hospitalization due to any complications, adjusted hazard ratio in the intervention group, compared to the control group A and B, were 0.76 (95% Confidence Interval: 0.65–0.78) and 0.52 (95% Confidence Interval 0.41–0.78), respectively. CRMHDP could successful in improving the management of type 2 diabetes mellitus among elderly people in South Korean primary care settings.
Collapse
|
30
|
Bilazarian A, Hovsepian V, Kueakomoldej S, Poghosyan L. A Systematic Review of Primary Care and Payment Models on Emergency Department Use in Patients Classified as High Need, High Cost. J Emerg Nurs 2021; 47:761-777.e3. [PMID: 33744017 DOI: 10.1016/j.jen.2021.01.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/21/2021] [Accepted: 01/28/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Reducing costly and harmful ED use by patients classified as high need, high cost is a priority across health care systems. The purpose of this systematic review was to evaluate the impact of various primary care and payment models on ED use and overall costs in patients classified as high need, high cost. METHODS Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, a search was performed from January 2000 to March 2020 in 3 databases. Two reviewers independently appraised articles for quality. Studies were eligible if they evaluated models implemented in the primary care setting and in patients classified as high need, high cost in the United States. Outcomes included all-cause and preventable ED use and overall health care costs. RESULTS In the 21 articles included, 4 models were evaluated: care coordination (n = 8), care management (n = 7), intensive primary care (n = 4), and alternative payment models (n = 2). Statistically significant reductions in all-cause ED use were reported in 10 studies through care coordination, alternative payment models, and intensive primary care. Significant reductions in overall costs were reported in 5 studies, and 1 reported a significant increase. Care management and care coordination models had mixed effects on ED use and overall costs. DISCUSSION Studies that significantly reduced ED use had shared features, including frequent follow-up, multidisciplinary team-based care, enhanced access, and care coordination. Identifying primary care models that effectively enhance access to care and improve ongoing chronic disease management is imperative to reduce costly and harmful ED use in patients classified as high need, high cost.
Collapse
|
31
|
Goroll AH, Greiner AC, Schoenbaum SC. Reform of Payment for Primary Care - From Evolution to Revolution. N Engl J Med 2021; 384:788-791. [PMID: 33596353 DOI: 10.1056/nejmp2031640] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Allan H Goroll
- From Harvard Medical School and Massachusetts General Hospital - both in Boston (A.H.G.); the Primary Care Collaborative, Washington, DC (A.C.G.); and the Josiah Macy Jr. Foundation, New York (S.C.S.)
| | - Ann C Greiner
- From Harvard Medical School and Massachusetts General Hospital - both in Boston (A.H.G.); the Primary Care Collaborative, Washington, DC (A.C.G.); and the Josiah Macy Jr. Foundation, New York (S.C.S.)
| | - Stephen C Schoenbaum
- From Harvard Medical School and Massachusetts General Hospital - both in Boston (A.H.G.); the Primary Care Collaborative, Washington, DC (A.C.G.); and the Josiah Macy Jr. Foundation, New York (S.C.S.)
| |
Collapse
|
32
|
Multicomponent interventions for enhancing primary care: a systematic review. Br J Gen Pract 2020; 71:e10-e21. [PMID: 33257458 PMCID: PMC7716873 DOI: 10.3399/bjgp20x714199] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 05/17/2020] [Indexed: 01/13/2023] Open
Abstract
Background Many countries have implemented interventions to enhance primary care to strengthen their health systems. These programmes vary widely in features included and their impact on outcomes. Aim To identify multiple-feature interventions aimed at enhancing primary care and their effects on measures of system success — that is, population health, healthcare costs and utilisation, patient satisfaction, and provider satisfaction (quadruple-aim outcomes). Design and setting Systematic review and narrative synthesis. Method Electronic, manual, and grey-literature searches were performed for articles describing multicomponent primary care interventions, providing details of their innovation features, relationship to the ‘4Cs’ (first contact, comprehensiveness, coordination, and continuity), and impact on quadruple-aim outcomes. After abstract and full-text screening, articles were selected and their quality appraised. Results were synthesised in a narrative form. Results From 37 included articles, most interventions aimed to improve access, enhance incentives for providers, provide team-based care, and introduce technologies. The most consistent improvements related to increased primary care visits and screening/preventive services, and improved patient and provider satisfaction; mixed results were found for hospital admissions, emergency department visits, and expenditures. The available data were not sufficient to link interventions, achievement of the 4Cs, and outcomes. Conclusion Most analysed interventions improved some aspects of primary care while, simultaneously, producing non-statistically significant impacts, depending on the features of the interventions, the measured outcome(s), and the populations being studied. A critical research gap was revealed, namely, in terms of which intervention features to enhance primary care (alone or in combination) produce the most consistent benefits.
Collapse
|
33
|
Liao JM, Navathe AS. Using Telehealth to Enhance Current Strategies in Alternative Payment Models. JAMA HEALTH FORUM 2020; 1:e201473. [DOI: 10.1001/jamahealthforum.2020.1473] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Joshua M. Liao
- Department of Medicine, University of Washington School of Medicine, Seattle
- Value and Systems Science Lab, University of Washington School of Medicine, Seattle
| | - Amol S. Navathe
- Department of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia
- Corporal Michael J. Cresencz VA Medical Center, Philadelphia, Pennsylvania
| |
Collapse
|
34
|
Cattel D, Eijkenaar F. Value-Based Provider Payment Initiatives Combining Global Payments With Explicit Quality Incentives: A Systematic Review. Med Care Res Rev 2020; 77:511-537. [PMID: 31216945 PMCID: PMC7536531 DOI: 10.1177/1077558719856775] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 05/20/2019] [Indexed: 01/17/2023]
Abstract
An essential element in the pursuit of value-based health care is provider payment reform. This article aims to identify and analyze payment initiatives comprising a specific manifestation of value-based payment reform that can be expected to contribute to value in a broad sense: (a) global base payments combined with (b) explicit quality incentives. We conducted a systematic review of the literature, consulting four scientific bibliographic databases, reference lists, the Internet, and experts. We included and compared 18 initiatives described in 111 articles/documents on key design features and impact on value. The initiatives are heterogeneous regarding the operationalization of the two payment components and associated design features. Main commonalities between initiatives are a strong emphasis on primary care, the use of "virtual" spending targets, and the application of risk adjustment and other risk-mitigating measures. Evaluated initiatives generally show promising results in terms of lower spending growth with equal or improved quality.
Collapse
|
35
|
Timmins L, Peikes D, McCall N. Pathways to reduced emergency department and urgent care center use: Lessons from the comprehensive primary care initiative. Health Serv Res 2020; 55:1003-1012. [PMID: 33258126 PMCID: PMC7704466 DOI: 10.1111/1475-6773.13579] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To determine the association between a large-scale, multi-payer primary care redesign-the Comprehensive Primary Care (CPC) Initiative-on outpatient emergency department (ED) and urgent care center (UCC) use and to identify the types of visits that drive the overall trends observed. DATA SOURCES Medicare claims data capturing characteristics and outcomes of 565 674 Medicare fee-for-service (FFS) beneficiaries attributed to 497 CPC practices and 1 165 284 beneficiaries attributed to 908 comparison practices. STUDY DESIGN We used an adjusted difference-in-differences framework to test the association between CPC and beneficiaries' ED and UCC use from October 2012 through December 2016. Regression models controlled for baseline practice and patient characteristics and practice-level clustering of standard errors. Our key outcomes were all-cause and primary care substitutable (PC substitutable) outpatient ED and UCC visits, and potentially primary care preventable (PPC preventable) ED visits, categorized by the New York University Emergency Department Algorithm. We used a propensity score-matched comparison group of practices that were similar to CPC practices before CPC on multiple dimensions. Both groups of practices had similar growth in ED and UCC visits in the two-year period before CPC. PRINCIPAL FINDINGS Comprehensive Primary Care practices had 2% (P = .06) lower growth in all-cause ED visits than comparison practices. They had 3% (P = .02) lower growth in PC substitutable ED visits, driven by lower growth in weekday PC substitutable visits (4%, P = .002). There was 3% (P = .04) lower growth in PPC preventable ED visits with no weekday/nonweekday differential. As expected, our falsification test showed no difference in ED visits for injuries. UCC visits had 9% lower growth for both all-cause (P = .08) and PC substitutable visits (P = .07). CONCLUSIONS Our results suggest that greater access to the practice and more effective primary care both contributed to the lower growth in ED and UCC visits during the initiative.
Collapse
|
36
|
O'Malley AS, Rich EC, Shang L, Rose T, Ghosh A, Poznyak D, Peikes D, Niedzwiecki M. Practice-site-level measures of primary care comprehensiveness and their associations with patient outcomes. Health Serv Res 2020; 56:371-377. [PMID: 33197047 DOI: 10.1111/1475-6773.13599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVES To develop two practice-site-level measures of comprehensiveness and examine their associations with patient outcomes, and how their performance differs from physician-level measures. DATA SOURCES Medicare fee-for-service claims. STUDY DESIGN We calculated practice-site-level comprehensiveness measures (new problem management and involvement in patient conditions) across 5286 primary care physicians (PCPs) at 1339 practices in the Comprehensive Primary Care initiative evaluation in 2013. We assessed their associations with practices' attributed beneficiaries' 2014 total Medicare expenditures, hospitalization rates, ED visit rates. We also examined variation in PCPs' comprehensiveness across PCPs within practices versus between primary care practices. Finally, we compared associations of practice-site and PCP-level measures with outcomes. PRINCIPAL FINDINGS The measures had good variation across primary care practices, strong validity, and high reliability. Receiving primary care from a practice at the 75th versus 25th percentile on the involvement in patient conditions measure was associated with $21.93 (2.8%) lower total Medicare expenditures per beneficiary per month (P < .01). Receiving primary care from a practice at the 75th versus 25th percentile on the new problem management measure was associated with $14.77 (1.9%) lower total Medicare expenditures per beneficiary per month (P < .05); 8.84 (3.0%) fewer hospitalizations (P < .001), and 21.27 (3.1%) fewer ED visits per thousand beneficiaries per year (P < .01). PCP comprehensiveness varied more within than between practices. CONCLUSIONS More comprehensive primary care practices had lower Medicare FFS expenditures, hospitalization, and ED visit rates. Both PCP and practice-site level comprehensiveness measures had strong construct and predictive validity; PCP-level measures were more precise.
Collapse
Affiliation(s)
- Ann S O'Malley
- Mathematica Policy Research, Washington, District of Columbia, USA
| | - Eugene C Rich
- Mathematica Policy Research, Washington, District of Columbia, USA
| | - Lisa Shang
- Mathematica Policy Research, Windsor Mill, Maryland, USA
| | - Tyler Rose
- Mathematica Policy Research, Ann Arbor, Michigan, USA
| | | | | | | | | |
Collapse
|
37
|
Chou SC, Venkatesh AK, Trueger NS, Pitts SR. Primary Care Office Visits For Acute Care Dropped Sharply In 2002-15, While ED Visits Increased Modestly. Health Aff (Millwood) 2020; 38:268-275. [PMID: 30715979 DOI: 10.1377/hlthaff.2018.05184] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The traditional model of primary care practices as the main provider of care for acute illnesses is rapidly changing. Over the past two decades the growth in emergency department (ED) visits has spurred efforts to reduce "inappropriate" ED use. We examined a nationally representative sample of office and ED visits in the period 2002-15. We found a 12 percent increase in ED use (from 385 to 430 visits per 1,000 population), which was dwarfed by a decrease of nearly one-third in the rate of acute care visits to primary care practices (from 938 to 637 visits per 1,000 population). The decrease in primary care acute visits was also present among two vulnerable populations: Medicaid beneficiaries and adults ages sixty-five and older, either in Medicare or privately insured. As acute care delivery shifts away from primary care practices, there is a growing need for integration and coordination across an increasingly diverse spectrum of venues where patients seek care for acute illnesses.
Collapse
Affiliation(s)
- Shih-Chuan Chou
- Shih-Chuan Chou ( ) is a fellow in health policy research and translation in the Department of Emergency Medicine, Brigham and Women's Hospital, in Boston, Massachusetts
| | - Arjun K Venkatesh
- Arjun K. Venkatesh is an assistant professor in the Department of Emergency Medicine, Yale School of Medicine, and a scientist in the Center for Outcome Research and Evaluation, Yale-New Haven Hospital, both in New Haven, Connecticut
| | - N Seth Trueger
- N. Seth Trueger is an assistant professor in the Department of Emergency Medicine, Northwestern University Feinberg School of Medicine, in Chicago, Illinois
| | - Stephen R Pitts
- Stephen R. Pitts is an associate professor in the Department of Emergency Medicine, Emory University School of Medicine, and an associate professor in the Department of Epidemiology, Rollins School of Public Health, Emory University, both in Atlanta, Georgia
| |
Collapse
|
38
|
Lin MP, MacDonald LQ, Jin J, Reddy A. Association between care delivery interventions to enhance access and patients' perceived access in the Comprehensive Primary Care Initiative. Healthcare (Basel) 2020; 8:100412. [DOI: 10.1016/j.hjdsi.2020.100412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 12/04/2019] [Accepted: 02/04/2020] [Indexed: 11/28/2022] Open
|
39
|
Swankoski KE, Peikes DN, Palakal M, Duda N, Day TJ. Primary Care Practice Transformation Introduces Different Staff Roles. Ann Fam Med 2020; 18:227-234. [PMID: 32393558 PMCID: PMC7213997 DOI: 10.1370/afm.2515] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 08/19/2019] [Accepted: 11/04/2019] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Practices in the 4-year Comprehensive Primary Care (CPC) initiative changed staffing patterns during 2012-2016 to improve care delivery. We sought to characterize these changes and to compare practice patterns with those in similar non-CPC practices in 2016. METHODS We conducted an online survey among selected US primary care practices. We statistically tested 2012-2016 changes in practice-reported staff composition among 461 CPC practices using 2-tailed t tests. Using logistic regression analysis, we compared differences in staff types between the CPC practices and 358 comparison practices that participated in the survey in 2016. RESULTS In 2012, most CPC practices reported having physicians (100%), administrative staff (99%), and medical assistants (90%). By 2016, 84% reported having care managers/care coordinators (up from 24% in 2012), and 29% reported having behavioral health professionals, clinical psychologists, or social workers (up from 19% in 2014). There were also smaller increases (of less than 10 percentage points) in the share of practices having pharmacists, nutritionists, registered nurses, quality improvement specialists, and health educators. Larger and system-affiliated practices were more likely to report having care managers/care coordinators and behavioral health professionals. In 2016, relative to comparison practices, CPC practices were more likely to report having various staff types-notably, care managers/care coordinators (84% of CPC vs 36% of comparison practices), behavioral health professionals (29% vs 12%), and pharmacists (18% vs 4%). CONCLUSIONS During the CPC initiative, CPC practices added different staff types to a fairly traditional staffing model of physicians with medical assistants. They most commonly added care managers/care coordinators and behavioral health staff to support the CPC model and, at the end of CPC, were more likely to have these staff members than comparison practices.
Collapse
Affiliation(s)
| | | | - Maya Palakal
- Mathematica Policy Research, Princeton, New Jersey
| | - Nancy Duda
- Mathematica Policy Research, Princeton, New Jersey
| | - Timothy J Day
- Centers for Medicare & Medicaid Services, Baltimore, Maryland
| |
Collapse
|
40
|
van Bruggen S, Rauh SP, Bonten TN, Chavannes NH, Numans ME, Kasteleyn MJ. Association between GP participation in a primary care group and monitoring of biomedical and lifestyle target indicators in people with type 2 diabetes: a cohort study (ELZHA cohort-1). BMJ Open 2020; 10:e033085. [PMID: 32345697 PMCID: PMC7213889 DOI: 10.1136/bmjopen-2019-033085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE Whether care group participation by general practitioners improves delivery of diabetes care is unknown. Using 'monitoring of biomedical and lifestyle target indicators as recommended by professional guidelines' as an operationalisation for quality of care, we explored whether (1) in new practices monitoring as recommended improved a year after initial care group participation (aim 1); (2) new practices and experienced practices differed regarding monitoring (aim 2). DESIGN Observational, real-life cohort study. SETTING Primary care registry data from Eerstelijns Zorggroep Haaglanden (ELZHA) care group. PARTICIPANTS Aim 1: From six new practices (n=538 people with diabetes) that joined care group ELZHA in January 2014, two practices (n=211 people) were excluded because of missing baseline data; four practices (n=182 people) were included. Aim 2: From all six new practices (n=538 people), 295 individuals were included. From 145 experienced practices (n=21 465 people), 13 744 individuals were included. EXPOSURE Care group participation includes support by staff nurses on protocolised diabetes care implementation and availability of a system providing individual monitoring information. 'Monitoring as recommended' represented minimally one annual registration of each biomedical (HbA1c, systolic blood pressure, low-density lipoprotein) and lifestyle-related target indicator (body mass index, smoking behaviour, physical exercise). PRIMARY OUTCOME MEASURES Aim 1: In new practices, odds of people being monitored as recommended in 2014 were compared with baseline (2013). Aim 2: Odds of monitoring as recommended in new and experienced practices in 2014 were compared. RESULTS Aim 1: After 1-year care group participation, odds of being monitored as recommended increased threefold (OR 3.00, 95% CI 1.84 to 4.88, p<0.001). Aim 2: Compared with new practices, no significant differences in the odds of monitoring as recommended were found in experienced practices (OR 1.21, 95% CI 0.18 to 8.37, p=0.844). CONCLUSIONS We observed a sharp increase concerning biomedical and lifestyle monitoring as recommended after 1-year care group participation, and subsequently no significant difference between new and experienced practices-indicating that providing diabetes care within a collective approach rapidly improves registration of care.
Collapse
Affiliation(s)
- Sytske van Bruggen
- Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
- Chronical Care, Hadoks, The Hague, The Netherlands
| | - Simone P Rauh
- Department of Epidemiology and Biostatistics, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Tobias N Bonten
- Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Niels H Chavannes
- Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Mattijs E Numans
- Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Marise J Kasteleyn
- Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| |
Collapse
|
41
|
|
42
|
Ganguli I, Shi Z, Orav EJ, Rao A, Ray KN, Mehrotra A. Declining Use of Primary Care Among Commercially Insured Adults in the United States, 2008-2016. Ann Intern Med 2020; 172:240-247. [PMID: 32016285 DOI: 10.7326/m19-1834] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Primary care is known to improve outcomes and lower health care costs, prompting recent U.S. policy efforts to expand its role. Nonetheless, there is early evidence of a decline in per capita primary care visit rates, and little is understood about what is contributing to the decline. OBJECTIVE To describe primary care provider (PCP) visit trends among adults enrolled with a large, national, commercial insurer and assess factors underlying a potential decline in PCP visits. DESIGN Descriptive repeated cross-sectional study using 100% deidentified claims data from the insurer, 2008-2016. A 5% claims sample was used for Poisson regression models to quantify visit trends. SETTING National, population-based. PARTICIPANTS Adult health plan members aged 18 to 64 years. MEASUREMENTS PCP visit rates per 100 member-years. RESULTS In total, 142 million primary care visits among 94 million member-years were examined. Visits to PCPs declined by 24.2%, from 169.5 to 134.3 visits per 100 member-years, while the proportion of adults with no PCP visits in a given year rose from 38.1% to 46.4%. Rates of visits addressing low-acuity conditions decreased by 47.7% (95% CI, -48.1% to -47.3%). The decline was largest among the youngest adults (-27.6% [CI, -28.2% to -27.1%]), those without chronic conditions (-26.4% [CI, -26.7% to -26.1%]), and those living in the lowest-income areas (-31.4% [CI, -31.8% to -30.9%]). Out-of-pocket cost per problem-based visit rose by $9.4 (31.5%). Visit rates to specialists remained stable (-0.08% [CI, -0.56% to 0.40%]), and visits to alternative venues, such as urgent care clinics, increased by 46.9% (CI, 45.8% to 48.1%). LIMITATION Data were limited to a single commercial insurer and did not capture nonbilled clinician-patient interactions. CONCLUSION Commercially insured adults have been visiting PCPs less often, and nearly one half had no PCP visits in a given year by 2016. Our results suggest that this decline may be explained by decreased real or perceived visit needs, financial deterrents, and use of alternative sources of care. PRIMARY FUNDING SOURCE None.
Collapse
Affiliation(s)
- Ishani Ganguli
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - Zhuo Shi
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - E John Orav
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| | - Aarti Rao
- Icahn School of Medicine at Mount Sinai, New York City, New York (A.R.)
| | - Kristin N Ray
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania (K.N.R.)
| | - Ateev Mehrotra
- Harvard Medical School, Boston, Massachusetts (I.G., Z.S., E.J.O., A.M.)
| |
Collapse
|
43
|
Saluja S, Hochman M, Bourgoin A, Maxwell J. Primary Care: the New Frontier for Reducing Readmissions. J Gen Intern Med 2019; 34:2894-2897. [PMID: 31621049 PMCID: PMC6854170 DOI: 10.1007/s11606-019-05428-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 09/13/2019] [Indexed: 11/25/2022]
Abstract
To date, efforts to reduce hospital readmissions have centered largely on hospitals. In a recently published environmental scan, we examined the literature focusing on primary care-based efforts to reduce readmissions. While rigorous studies on interventions arising from primary care are limited, we found that multi-component care transitions programs that are initiated early in the hospitalization and are part of broader primary care practice transformation appear most promising. However, policy changes are necessary to spur innovation and support effective primary care-led transitions interventions. Though more rigorous research is needed, our findings suggest that primary care can and should lead future efforts for reducing hospital readmissions.
Collapse
Affiliation(s)
- Sonali Saluja
- The Gehr Family Center for Health Systems Science & Innovation, Keck Medicine of USC, 2020 Zonal Avenue, 323 IRD, Los Angeles, CA, 90033, USA.
| | - Michael Hochman
- The Gehr Family Center for Health Systems Science & Innovation, Keck Medicine of USC, 2020 Zonal Avenue, 323 IRD, Los Angeles, CA, 90033, USA
| | | | | |
Collapse
|
44
|
Investing in Primary Care:. Dela J Public Health 2019; 5:8-14. [PMID: 34467065 PMCID: PMC8389146 DOI: 10.32481/djph.2019.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
45
|
Khanna N. Primary care cost savings-the role of trust. Fam Pract 2019; 36:531-532. [PMID: 30854557 DOI: 10.1093/fampra/cmz011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Niharika Khanna
- Department of Family and Community Medicine, School of Medicine, University of Maryland, Baltimore, MD, USA
| |
Collapse
|
46
|
Affiliation(s)
- Zirui Song
- Harvard Medical School, Boston, MA
- Massachusetts General Hospital, Boston, MA
| | | |
Collapse
|
47
|
Evidence and Implications Behind a National Decline in Primary Care Visits. J Gen Intern Med 2019; 34:2260-2263. [PMID: 31243711 PMCID: PMC6816587 DOI: 10.1007/s11606-019-05104-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 04/24/2019] [Accepted: 05/17/2019] [Indexed: 10/26/2022]
Abstract
Primary care is the foundation of the health care system and the basis for new payment and delivery reforms in the USA. Yet since 2008, primary care visit rates dropped by 6-25% across a range of populations in five sources of national survey and administrative data. We hypothesize three likely mechanisms behind the decline: decreases in patients' ability, need, or desire to seek primary care; changes in primary care practice such as greater use of teams and non-face-to-face care; and replacement of in-person primary care visits with alternatives such as specialist, retail clinic, and commercial telemedicine visits. These mechanisms require further investigation. In the meantime, the trend prompts us to optimize the primary care visit and embrace the growth of alternatives while preserving the fundamental benefits of primary care.
Collapse
|
48
|
Khanna N, Gritzer L, Klyushnenkova E, Montgomery R, Dark M, Shah S, Shaya F. Practice Transformation Analytics Dashboard for Clinician Engagement. Ann Fam Med 2019; 17:S73-S76. [PMID: 31405880 PMCID: PMC6827660 DOI: 10.1370/afm.2382] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 11/21/2018] [Accepted: 01/31/2019] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Practice transformation in primary care is a movement toward data-driven redesign of care, patient-centered care delivery, and practitioner activation. A critical requirement for achieving practice transformation is availability of tools to engage practices. METHODS A total of 48 practices with 109 practice sites participate in the Garden Practice Transformation Network in Maryland (GPTN-Maryland) to work together toward practice transformation and readiness for the Quality Payment Program implemented by the Centers for Medicare & Medicaid Services. Practice-specific data are collected in GPTN-Maryland by practices themselves and by practice transformation coaches, and are provided by the Centers for Medicare & Medicaid Services. These data are overwhelming to practices when presented piecemeal or together, a barrier to practices taking action to ensure progress on the transformation spectrum. The GPTN-Maryland team therefore created a practice transformation analytics dashboard as a tool to present data that are actionable in care redesign. RESULTS When practices reviewed their data provided by the Centers for Medicare & Medicaid Services using the dashboard, they were often seeing, for the first time, cost data on their patients, trends in their key performance indicator data, and their practice transformation phase. Overall, 72% of practices found the dashboard engaging, and 48% found the data as presented to be actionable. CONCLUSIONS The practice transformation analytics dashboard encourages practices to advance in practice transformation and improvement of patient care delivery. This tool engaged practices in discussions about data, care redesign, and costs of care, and about how to develop sustainable change within their practices. Research is needed to study the impact of the dashboard on costs and quality of care delivery.
Collapse
Affiliation(s)
- Niharika Khanna
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Lauren Gritzer
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Elena Klyushnenkova
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | | | - Michael Dark
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland
| | - Savyasachi Shah
- University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Fadia Shaya
- University of Maryland School of Pharmacy, Baltimore, Maryland
| |
Collapse
|
49
|
Gupta R. Health Care Value: Relationships Between Population Health, Patient Experience, and Costs of Care. Prim Care 2019; 46:603-622. [PMID: 31655756 DOI: 10.1016/j.pop.2019.07.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Health care delivery in the United States has become complex and inefficient. With national health care gross domestic product and out-of-pocket expenses increasing, the nation has not yet improved the quality of health care compared with similar nations. As a result, the public asks for greater population health, improved patient experience, and reduced expenses. In this article, the author discuss how key stakeholders, including policy makers, health systems, patients, and employers, understand how these components of health care value are defined, interlink, and provide opportunities for improvement. The author also outlines concrete improvement opportunities from across the country.
Collapse
Affiliation(s)
- Reshma Gupta
- UCLA Health, 10945 Le Conte Avenue, Suite 1401, Los Angeles, CA 90095, USA; Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA.
| |
Collapse
|
50
|
|