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The effect of a proof-of-vaccination requirement, incentive payments, and employer-based mandates on COVID-19 vaccination rates in New York City: a synthetic-control analysis

Cohn, Ezra; Chimowitz, Michael; Long, Theodore; Varma, Jay K; Chokshi, Dave A
BACKGROUND:COVID-19 vaccines have been available to all adults in the USA since April, 2021, but many adults remain unvaccinated. We aimed to assess the joint effect of a proof-of-vaccination requirement, incentive payments, and employer-based mandates on rates of adult vaccination in New York City (NYC). METHODS:We constructed a synthetic control group for NYC composed of other counties in the core of large, metropolitan areas in the USA. The vaccination outcomes for NYC were compared against those of the synthetic control group from July 26, 2021, to Nov 1, 2021, to determine the differential effects of the policies. Analyses were conducted on county-level vaccination data reported by the Centers for Disease Control and Prevention. The synthetic control group was constructed by matching on county-level preintervention vaccination outcomes, partisanship, economic attributes, demographics, and metropolitan area population. Statistical inference was conducted using placebo tests for non-treated counties. FINDINGS:The synthetic control group resembled NYC across attributes used in the matching process. The cumulative adult vaccination rate for NYC (in adults aged 18 years or older who received at least one dose of an authorised COVID-19 vaccine) increased from 72·5% to 89·4% (+16·9 percentage points [pp]) during the intervention period, compared with an increase from 72·5% to 83·2% (+10·7 pp) for the synthetic control group, a difference of 6·2 pp (95% CI 1·4-10·7), or 410 201 people (90 966-706 532). Daily vaccinations for NYC were consistently higher than those in the synthetic control group, a pattern that started shortly after the start of the intervention period. INTERPRETATION:The combination of a proof-of-vaccination requirement, incentive payments, and vaccine mandates increased vaccination rates among adults in NYC compared with jurisdictions that did not use the same measures. Whether the impact of these measures occurred by inducing more people to get vaccinated, or by accelerating vaccinations that would have occurred later, the increase in vaccination rates likely averted illness and death. FUNDING:None.
PMCID:9433052
PMID: 36057274
ISSN: 2468-2667
CID: 5332282

Primary Care and Financial Risk - Navigating the Crossroads

Song, Zirui; Chokshi, Dave A; Press, Matthew J
PMID: 35866744
ISSN: 1533-4406
CID: 5279402

Payers and Public Health: A Novel Collaboration to Support Covid-19 Vaccination Uptake

Gallego, Ana Isabel; Pham-Singer, Hang; Withers, Zachary; Jarrah, Sami; Morse, Michelle E.; Chokshi, Dave A.
The New York City (NYC) Department of Health and Mental Hygiene, as a local health department, partnered with health plans to pay for provider-initiated outreach for Covid-19 vaccine counseling for unvaccinated people through a program called the Vaccine Outreach and Counseling Program (VOCP). The collective effort and use of emergency contracting "” with a budget of $35 million in funding from the government of NYC "” allowed for an idea-to-execution period of 6 weeks. Seven insurance companies covering more than 90% of the NYC Medicaid market and a significant portion of the NYC Medicare Advantage market (insurance products that have a disproportionately large representation of people of color in NYC) administered the program as an in-kind contribution to the effort. Providers implementing the VOCP reported that they felt counseling efforts were valuable in increasing vaccination uptake, but also described operational challenges. Shortly after launching the VOCP, the federal government reached out to the health department to learn more about the program. Two months later, the U.S. Centers for Medicare & Medicaid Services authorized state Medicaid programs to cover such counseling. New York State"™s Medicaid program subsequently adopted a reimbursement policy with similar guidance for counseling while addressing some of the operational challenges of the VOCP model.
SCOPUS:85156101378
ISSN: 2642-0007
CID: 5500062

Public Health and Payers-Bridging the Gap to Boost Public Health Investment

Gondi, Suhas; Chokshi, Dave A
PMID: 36219001
ISSN: 2689-0186
CID: 5359952

Toward a new standard of health for immigrants in the United States

Park, Jin K; Chokshi, Dave A
The COVID-19 pandemic has caused massive disruptions in social life, created significant morbidity and mortality, and has exacerbated pre-existing disparities in health and welfare. In the United States, the pandemic has also catalyzed debate regarding how our health and social services infrastructure can be improved and bolstered going forward. An important part of these discussions revolves around the vulnerability experienced by immigrant populations during the pandemic. However, the debate has too often left unquestioned what fundamental standard of health is owed to immigrants. Here, we offer a set of proposals that can chart a course for a new standard of health for immigrants in the US, some of which, as a matter of statute, can ensure that the health of immigrant populations is not contingent on the policy prerogatives of various governmental administrations. Though these proposals would establish a novel standard for immigrant health, we argue that a broader approach is needed-encompassing local, state, and federal initiatives-to ensure that all members of society are provided fundamental resources and social support.
PMCID:8933647
PMID: 35342894
ISSN: 2667-193x
CID: 5219812

How to Act Upon Racism-not Race-as a Risk Factor

Chokshi, Dave A; Foote, Mary M K; Morse, Michelle E
PMID: 36218834
ISSN: 2689-0186
CID: 5359922

Association of eConsult Implementation With Access to Specialist Care in a Large Urban Safety-Net System

Gaye, Marema; Mehrotra, Ateev; Byrnes-Enoch, Hannah; Chokshi, Dave; Wallach, Andrew; Rodriguez, Laura; Barnett, Michael L
Importance:Accessing specialty care continues to be a persistent problem for patients who use safety-net health systems. To address this access barrier, hospital systems have begun to implement electronic referral systems using eConsults, which allow clinicians to submit referral requests to specialty clinics electronically and enable specialty reviewers to resolve referrals, if appropriate, through electronic dialogue without an in-person visit. Objective:Measure the effect of implementing an eConsult program on access to specialty care. Design Setting and Participants:Using an interrupted time series design with data from 2016 to 2020, this study analyzed 50 260 referral requests submitted during the year before and the year after eConsult implementation at 19 New York City Health + Hospitals (NYC H+H) specialty clinics that spanned 7 NYC H+H hospital facilities and 6 unique specialties. Exposures:Referral request was submitted to a specialty clinic in the year following eConsult implementation. Main Outcomes and Measures:Main outcomes included the fraction of referral requests resolved without an in-person visit following eConsult implementation; and, among requests triaged to have an in-person visit, the fraction of referrals with a successfully scheduled appointment, mean wait time to a specialty appointment, and the fraction of referral requests with a completed specialty visit. Changes associated with eConsult implementation were estimated using multivariate linear regression adjusting for patient age, gender, and specialty clinic fixed effects. Results: = .07). Changes in outcomes were mitigated during months when most clinics underwent an electronic health record transition after implementing eConsult. Conclusions and Relevance:In this quality improvement study, implementation of eConsults at a large multi-specialty safety-net system was associated with improvements in appointment scheduling rates and wait times. Despite an additional electronic health record transition, eConsults are a promising health care delivery tool for increasing access to specialty care.
PMCID:8796905
PMID: 35977310
ISSN: 2689-0186
CID: 5336792

Financial Stability as a Goal of Payment Reform-A Lesson From COVID-19

Gondi, Suhas; Chokshi, Dave A
PMID: 33107930
ISSN: 1538-3598
CID: 4657982

The COVID-19 Shadow Pandemic: Meeting Social Needs For A City In Lockdown

Clapp, Jenifer; Calvo-Friedman, Alessandra; Cameron, Susan; Kramer, Natalie; Kumar, Samantha Lily; Foote, Emily; Lupi, Jenna; Osuntuyi, Opeyemi; Chokshi, Dave A
Addressing patients' social needs is key to helping patients heal from coronavirus disease 2019 (COVID-19), preventing the spread of the virus, and reducing its disproportionate burden on low-income communities and communities of color. New York City Health + Hospitals (NYC H+H) is the city's single largest healthcare provider to Medicaid and uninsured patients. In response to the COVID-19 pandemic, NYC H+H staff developed and executed a strategy to meet patients' intensified social needs during the COVID-19 pandemic. NYC H+H identified food, housing, and income support as patients' most pressing needs and built programming to quickly connect patients to these resources. While NYC H+H was able to build on its existing foundation of strong social work support of patients, all health systems must prioritize the social needs of patients and their families to mitigate the damage of COVID-19. National and local leaders should accelerate change by developing robust policy approaches to redesign the social and economic system that reinforces structural inequity and exacerbates crises like COVID-19. [Editor's Note: This Fast Track Ahead Of Print article is the accepted version of the manuscript. The final edited version will appear in an upcoming issue of Health Affairs.].
PMID: 32673101
ISSN: 1544-5208
CID: 4528352

Characteristics and Outcomes of COVID-19 Patients in New York City's Public Hospital System

Kalyanaraman Marcello, Roopa; Dolle, Johanna; Grami, Shelia; Adule, Richard; Li, Zeyu; Tatem, Kathleen; Anyaogu, Chinyere; Ayinla, Raji; Boma, Noella; Brady, Terence; Cosme-Thormann, Braulio F; Ford, Kenra; Gaither, Kecia; Kanter, Marc; Kessler, Stuart; Kristal, Ross B; Lieber, Joseph J; Mukherjee, Vikramjit; Rizzo, Vincent; Rowell, Madden; Stevens, David; Sydney, Elana; Wallach, Andrew; Chokshi, Dave A; Davis, Nichola
Background New York City (NYC) has borne the greatest burden of COVID-19 in the United States, but information about characteristics and outcomes of racially/ethnically diverse individuals tested and hospitalized for COVID-19 remains limited. In this case series, we describe characteristics and outcomes of patients tested for and hospitalized with COVID-19 in New York City's public hospital system. Methods We reviewed the electronic health records of all patients who received a SARS-CoV-2 test between March 5 and April 9, 2020, with follow up through April 16, 2020. The primary outcomes were a positive test, hospitalization, and death. Demographics and comorbidities were also assessed. Results 22254 patients were tested for SARS-CoV-2. 13442 (61%) were positive; among those, the median age was 52.7 years (interquartile range [IQR] 39.5-64.5), 7481 (56%) were male, 3518 (26%) were Black, and 4593 (34%) were Hispanic. Nearly half (4669, 46%) had at least one chronic disease (27% diabetes, 30% hypertension, and 21% cardiovascular disease). Of those testing positive, 6248 (46%) were hospitalized. The median age was 61.6 years (IQR 49.7-72.9); 3851 (62%) were male, 1950 (31%) were Black, and 2102 (34%) were Hispanic. More than half (3269, 53%) had at least one chronic disease (33% diabetes, 37% hypertension, 24% cardiovascular disease, 11% chronic kidney disease). 1724 (28%) hospitalized patients died. The median age was 71.0 years (IQR 60.0, 80.9); 1087 (63%) were male, 506 (29%) were Black, and 528 (31%) were Hispanic. Chronic diseases were common (35% diabetes, 37% hypertension, 28% cardiovascular disease, 15% chronic kidney disease). Male sex, older age, diabetes, cardiac history, and chronic kidney disease were significantly associated with testing positive, hospitalization, and death. Racial/ethnic disparities were observed across all outcomes. Conclusions and Relevance This is the largest and most racially/ethnically diverse case series of patients tested and hospitalized for COVID-19 in the United States to date. Our findings highlight disparities in outcomes that can inform prevention and testing recommendations.
PMCID:7302285
PMID: 32577680
ISSN: n/a
CID: 4662072