Publications by authors named "Manyao Zhang"

Background: A 2015 expert consensus statement recommended that patients with cardiac implantable electronic devices receive remote monitoring and at least 1 in-office evaluation annually.

Objective: The purpose of this study was to examine whether patients who underwent implantation of a new cardiac implantable electronic device received care concordant with consensus statement recommendations.

Methods: We examined the rate of follow-up office visits and remote monitoring for 211,346 Medicare beneficiaries with an implantation of a new cardiac implantable electronic device between October 2015 and December 2020.

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In this study of 2022 Medicare fee-for-service claims, we found that female physicians, primary care physicians, psychiatrists, and physicians in nonrural practices delivered relatively higher proportions of visits via telehealth.

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The Centers for Medicare and Medicaid Services has placed growing emphasis on social drivers of health, but little is known about how accountable care organizations (ACOs) aim to meet the needs of vulnerable patients. During September-December 2022, we interviewed leaders of forty-nine ACOs participating in the Medicare Shared Savings Program (MSSP). Participants were asked about strategies to identify socially vulnerable patients, programs that addressed their needs, and Medicare reforms that could support their efforts.

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Stretching elastic materials containing nanoparticle lattices is common in research and industrial settings, yet our knowledge of the deformation process remains limited. Understanding how such lattices reconfigure is critically important, as changes in microstructure lead to significant alterations in their performance. This understanding has been extremely difficult to achieve due to a lack of fundamental rules governing the rearrangements.

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Importance: The Medicare Shared Savings Program (MSSP) includes more than 400 accountable care organizations (ACOs) and is among the largest and longest running value-based payment efforts in the US. However, given recent program reforms and other changes in the health care system, the experiences and perspectives of ACO leaders remain incompletely characterized.

Objective: To understand the priorities, strategies, and challenges of ACO leaders in MSSP.

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Purpose: Private equity (PE) firms increasingly are acquiring ophthalmology practices; little is known of their influence on care use and spending. We studied changes in use and Medicare spending after PE acquisition.

Design: Retrospective cohort study.

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Article Synopsis
  • Medical groups and health systems are worried about rising physician turnover rates that could impact patient care and access.
  • Turnover rates for physicians increased from 5.3% in 2010 to 7.6% in 2018, largely due to physicians stopping practice, with variations observed across different specialties and demographics.
  • Initial data from 2020 suggests no significant increase in turnover due to COVID-19, highlighting the need for ongoing monitoring using the new methods developed in this research.
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Background And Objectives: Physician management companies (PMCs) acquire physician practices and contract with hospitals to provide physician management services. We evaluated the association between PMC-NICU affiliations and prices, spending, utilization, and clinical outcomes.

Methods: We linked commercial claims to PMC-NICU affiliations and conducted difference- in-differences analyses comparing changes in prices paid for physician services per critical or intensive care NICU day, length of the NICU stay, physician spending (total paid amount for physician services during stay), spending on hospital services (total paid amount for hospital services during stay), and clinical outcomes in PMC-affiliated versus non-PMC-affiliated NICUs.

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Background: Little is known about post-discharge outcomes among patients who were discharged alive from hospice.

Objective: To compare healthcare utilization and mortality after hospice live discharge among Medicare patients with and without Alzheimer's disease and related dementias (ADRD).

Design: Retrospective cohort study using Medicare claims data of a 20% random sample of Medicare fee-for-service (FFS) patients.

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Article Synopsis
  • The Medicare Merit-based Incentive Payment System (MIPS) affects payment for many US physicians, but its effectiveness in reflecting the quality of care they provide is unclear.
  • A study involving over 80,000 primary care physicians in 2019 evaluated the correlation between MIPS scores and various healthcare performance measures.
  • Results showed that physicians with lower MIPS scores had poorer performance in key health metrics like diabetic eye exams and mammography screenings, while showing mixed results for patient outcomes based on MIPS scores.
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  • Most general internists and family physicians work in "teamlets," which are small, consistent groups of staff and physicians designed to enhance care delivery.
  • A majority (77.4%) of the surveyed physicians are involved in teamlets, with only 36.7% working in larger teams; those practicing without either experienced lower burnout rates.
  • The study found no significant differences in patient outcomes or Medicare spending based on the type of team involvement, suggesting that while teamlets are common, their effectiveness in improving healthcare metrics may not be clear-cut.
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Background: Epirubicin (EADM) is a common chemotherapeutic agent in hepatocellular carcinoma (HCC). The accumulation of hypoxia-inducible factor-1α (HIF-1α) is an important cause of drug resistance to EADM in HCC. Tanshinone I (Tan I) is an agent with promising anti-cancer effects alone or with other drugs.

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Objectives: To assess the cross-sectional relationship between prices paid to physicians by commercial insurers and the provision of low-value services.

Study Design: Observational study design using Health Care Cost Institute claims representing 3 large national commercial insurers.

Methods: The main outcome was count of 19 potential low-value services in 2014.

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Despite reports of a physician burnout epidemic, there is little research on the relationship between burnout and objective measures of care outcomes and no research on the relationship between burnout and costs of care. Linking survey data from 1,064 family physicians to Medicare claims, we found no consistent statistically significant relationship between seven categories of self-reported burnout and measures of ambulatory care-sensitive admissions, ambulatory care-sensitive emergency department visits, readmissions, or costs. The coefficients for ambulatory care-sensitive admissions and readmissions for all burnout levels, compared with never being burned out, were consistently negative (fewer ambulatory care-sensitive admissions and readmissions), suggesting that, counterintuitively, physicians who report burnout may nevertheless be able to create better outcomes for their patients.

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Importance: Physician management companies (PMCs), often backed by private equity (PE), are increasingly providing staffing and management services to health care facilities, yet little is known of their influence on prices.

Objective: To study changes in prices paid to practitioners (anesthesiologists and certified registered nurse anesthetists) before and after an outpatient facility contracted with a PMC.

Design, Setting, And Participants: This retrospective cohort study used difference-in-differences methods to compare price changes before and after a facility contracted with a PMC with facilities that did not and to compare differences between PMCs with and without PE investment.

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Importance: Several states have passed surprise-billing legislation to protect patients from unanticipated out-of-network medical bills, yet little is known about how state laws influence out-of-network prices and whether spillovers exist to in-network prices.

Objective: To identify any changes in prices paid to out-of-network anesthesiologists at in-network facilities and to in-network anesthesiologists before and after states passed surprise-billing legislation.

Design, Setting, And Participants: This retrospective economic analysis used difference-in-differences methods to compare price changes before and after the passage of legislation in California, Florida, and New York, which passed comprehensive surprise-billing legislation between January 1, 2014, and December 31, 2017, to 45 states that did not.

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Objective: There are three recommended first-line treatments for infantile spasms, adrenocorticotropic hormone (ACTH), oral corticosteroids, and vigabatrin, though non-standard treatments such as topiramate are sometimes selected. Is it uncertain how treatment selection influences health services outcomes.

Methods: We conducted a retrospective cohort study of Medicaid beneficiaries newly diagnosed with infantile spasms from 2009-2010.

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Private equity firms have increasingly acquired physician practices, and particularly dermatology practices. Analyzing commercial claims from the Health Care Cost Institute (2012-17), we used a difference-in-differences design within an event study framework to estimate the prevalence of private equity acquisitions and their impact on dermatologist prices, spending, utilization, and volume of patients. By 2017 one in eleven dermatologists practiced in a private equity-owned practice, and private equity-owned practices employed four advanced practitioners for every ten dermatologists compared with three for non-private equity practices.

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We analyzed the relationship between prices paid to 30,549 general internal medicine physicians and the cost and quality of care for 769,281 commercially insured adults. The highest-price physicians were paid more than twice as much per service, on average, as the lowest-price physicians were. Total annual costs for patients of the highest-price physicians were $996 (20 percent) higher than costs for patients of the lowest-price physicians were, and this variation was not explained by differences in use.

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