Large motherhood penalties in US administrative microdata.

Whereas previous research has described motherhood penalties in US survey data, we leverage administrative data on 811,000 quarterly earnings histories from the US Unemployment Insurance program. We analyze contexts where smaller motherhood penalties might be expected: couples where the woman outearns her male partner prior to childbearing, at firms that are headed by women, and at firms that are predominantly women. Our startling result is that none of these propitious contexts appear to diminish the motherhood penalty, and indeed, the gap often increases in magnitude over time following childbearing. We estimate one of the largest motherhood penalties in "female-breadwinner" families, where higher-earning women experience a 60% drop from their prechildbirth earnings relative to their male partners. Turning to proximate mechanisms, women are less likely to switch to a higher-paying firm postchildbearing than men and are substantially more likely to quit the labor force. On the whole, our findings are discouraging relative even to existing research on motherhood penalties.

Rapid wage growth at the bottom has offset rising US inequality.

US earnings inequality has not increased in the last decade. This marks the first sustained reversal of rising earnings inequality since 1980. We document this shift across eight data sources using worker surveys, employer-reported data, and administrative data. The reversal is due to a shrinking gap between low-wage and median-wage workers. In contrast, the gap between top and median workers has persisted. Rising pay for low-wage workers is not mainly due to the changing composition of workers or jobs, minimum wage increases, or workplace-specific sources of inequality. Instead, it is due to broadly rising pay in low-wage occupations, which has particularly benefited workers in tightening labor markets. Rebounding post-Great Recession labor demand at the bottom offset enduring drivers of inequality.

Going the extra mile? General practitioners' upcoding of fees for home visits.

General practitioners' (GPs') income often relies on self-reported activities and performances. They can therefore 'game the system' to maximize their remuneration. We investigate whether Danish GPs game their travel fees for home visits. Combining administrative and geographical data, we measure the difference between GPs' traveled and billed distances. We exploit a rise in the fees for home visits. If there is a link between the rise in fees and upcoding, we interpret this finding as indicative of gaming behavior. We find that upcoding occurs slightly more often than downcoding (16% vs. 13% of visits) for visits that can be both upcoded and downcoded. Using linear probability models with GP fixed effects, we find that the fee rise is associated with a reduction in upcoding of 0.6% of home visits (2.8% for visits where upcoding is feasible) and no change in downcoding. Importantly, we find no statistically significant differences in the reduction in upcoding across distance bands despite large differences in their fee rises. We therefore conclude that there is no causal evidence of GPs gaming their fees.

Primary care providers' preferences for pay-for-performance programs: a discrete choice experiment study in Shandong China.

BACKGROUND: Pay-for-performance (P4P) schemes are commonly used to incentivize primary healthcare (PHC) providers to improve the quality of care they deliver. However, the effectiveness of P4P schemes can vary depending on their design. In this study, we aimed to investigate the preferences of PHC providers for participating in P4P programs in a city in Shandong province, China. METHOD: We conducted a discrete choice experiment (DCE) with 882 PHC providers, using six attributes: type of incentive, whom to incentivize, frequency of incentive, size of incentive, the domain of performance measurement, and release of performance results. Mixed logit models and latent class models were used for the statistical analyses. RESULTS: Our results showed that PHC providers had a strong negative preference for fines compared to bonuses (- 1.91; 95%CI - 2.13 to - 1.69) and for annual incentive payments compared to monthly (- 1.37; 95%CI - 1.59 to - 1.14). Providers also showed negative preferences for incentive size of 60% of monthly income, group incentives, and non-release of performance results. On the other hand, an incentive size of 20% of monthly income and including quality of care in performance measures were preferred. We identified four distinct classes of providers with different preferences for P4P schemes. Class 2 and Class 3 valued most of the attributes differently, while Class 1 and Class 4 had a relatively small influence from most attributes. CONCLUSION: P4P schemes that offer bonuses rather than fines, monthly rather than annual payments, incentive size of 20% of monthly income, paid to individuals, including quality of care in performance measures, and release of performance results are likely to be more effective in improving PHC performance. Our findings also highlight the importance of considering preference heterogeneity when designing P4P schemes.

The reported experiences of internationally qualified nurses in aged care: A scoping review.

AIM: To examine the experiences of internationally qualified nurses, including those from culturally and linguistically diverse backgrounds, transitioning to and working in the aged care sector of high-income countries. DESIGN: A scoping review. DATA SOURCES: CINAHL, MEDLINE and PSychINFO databases were searched to find eligible literature published from January 2010 onwards. REVIEW METHODS: This scoping review was based on the framework by Arksey and O'Malley and the PRISMA-ScR guidelines. The literature search was conducted by the first author, and all three authors reviewed the retrieved studies for eligibility and inclusion. RESULTS: Fourteen articles were eligible. Data was categorized into three broad themes: stress of migration and transition; miscommunication, racism and discrimination; and aged care specific challenges which included two sub-themes 'shock of aged care' and 'bottom care'. CONCLUSION: Internationally qualified nurses, particularly if they are culturally and linguistically diverse, face unique stresses and challenges in aged care and face barriers in the recognition of skills and qualifications. The under-utilization of skills is not only a loss in terms of patient care but is linked to fears of de-skilling, losing professional development and opportunities for career progression. IMPACT: Internationally qualified nurses are positioned as a solution to aged care shortages in high-income countries; however, there is a scarcity of research exploring their experiences. In the context of the global aged care staffing crisis, an understanding of the stresses and challenges faced by internationally qualified nurses will further strengthen efforts to recruit, support and retain skilled nurses in aged care.

Changes in Health Care Workers' Economic Outcomes Following Medicaid Expansion.

Importance: The extent to which changes in health sector finances impact economic outcomes among health care workers, especially lower-income workers, is not well known. Objective: To assess the association between state adoption of the Affordable Care Act's Medicaid expansion-which led to substantial improvements in health care organization finances-and health care workers' annual incomes and benefits, and whether these associations varied across low- and high-wage occupations. Design, Setting, and Participants: Difference-in-differences analysis to assess differential changes in health care workers' economic outcomes before and after Medicaid expansion among workers in 30 states that expanded Medicaid relative to workers in 16 states that did not, by examining US individuals aged 18 through 65 years employed in the health care industry surveyed in the 2010-2019 American Community Surveys. Exposure: Time-varying state-level adoption of Medicaid expansion. Main Outcomes and Measures: Primary outcome was annual earned income; secondary outcomes included receipt of employer-sponsored health insurance, Medicaid, and Supplemental Nutrition Assistance Program benefits. Results: The sample included 1 322 263 health care workers from 2010-2019. Health care workers in expansion states were similar to those in nonexpansion states in age, sex, and educational attainment, but those in expansion states were less likely to identify as non-Hispanic Black. Medicaid expansion was associated with a 2.16% increase in annual incomes (95% CI, 0.66%-3.65%; P = .005). This effect was driven by significant increases in annual incomes among the top 2 highest-earning quintiles (ß coefficient, 2.91%-3.72%), which includes registered nurses, physicians, and executives. Health care workers in lower-earning quintiles did not experience any significant changes. Medicaid expansion was associated with a 3.15 percentage point increase in the likelihood that a health care worker received Medicaid benefits (95% CI, 2.46 to 3.84; P < .001), with the largest increases among the 2 lowest-earning quintiles, which includes health aides, orderlies, and sanitation workers. There were significant decreases in employer-sponsored health insurance and increases in SNAP following Medicaid expansion. Conclusion and Relevance: Medicaid expansion was associated with increases in compensation for health care workers, but only among the highest earners. These findings suggest that improvements in health care sector finances may increase economic inequality among health care workers, with implications for worker health and well-being.

Globalization of production, manufacturing employment, and income inequality in developing nations.

Theories of income distribution in developing nations suggest contrasting expectations regarding how employment industrialization affects income inequality. However, past studies have not considered how the globalization of production shapes the relationship between manufacturing share of employment and income inequality in developing countries. Relatedly, social scientists argue that the globalization of production has exacerbated inequality, but past cross-national research focused on the Global South has yielded inconsistent findings regarding the trade-inequality link. In this article, I draw on the political economy literature focused on the distributional effects of global value chains (GVCs) in the developing world and argue that the rise of globalized production in recent decades has undermined the egalitarian characteristics of the manufacturing sector. While the sector was characterized by higher wages for low-skilled workers and a compressed wage distribution, I argue that rising competition, declining bargaining power of workers, and skill-biased industrial upgrading associated with GVCs has stretched wage distributions and heightened the skill premium in the manufacturing sector. Empirical analyses of cross-national panel data from broad samples of developing nations between 1970 and 2014 suggest that global integration has diminished the equalizing effect of manufacturing employment. I conclude by discussing the prospects for inclusive development in this era of globalization as well as the theoretical and policy implications of these findings.

Disease-Related Loss to Government Funding: Longitudinal Analysis of Individual-Level Health and Tax Data for an Entire Country.

OBJECTIVES: The objective of this longitudinal analysis was to estimate funding loss in terms of tax revenue to the New Zealand (NZ) government from disease and injury among working age adults. METHODS: Linked national health and tax data sets of the usually resident population between 2006 and 2016 were used to model 40 disease states simultaneously in a fixed-effects regression analysis to estimate population-level tax loss from disease and injury. To estimate tax revenue loss to the NZ government, we modeled a counterfactual scenario where all disease/injury was cause deleted. RESULTS: The estimated tax paid by all 25- to 64-year-olds in the eligible NZ population was $15 773 million (m) per annum (US dollar 2021), or $16 446 m for a counterfactual as though no one had any disease disease-related income loss (a 4.3% or $672.9 m increase in tax revenue per annum). The disease that-if it had no impact on income-generated the greatest impact was mental illness, contributing 34.7% ($233.3 m) of all disease-related tax loss, followed by cardiovascular (14.7%, $99.0 m) and endocrine (10.2%, $68.8 m). Tax revenue gains after deleting all disease/injury increased up to 65 years of age, with the largest contributor occurring among 60- to 64-year-olds ($131.7 m). Varied results were also observed among different ethnicities and differing levels of deprivation. CONCLUSIONS: This study finds considerable variation by disease on worker productivity and therefore tax revenue in this high-income country. These findings strengthen the economic and government case for prevention, particularly the prevention of mental health conditions and cardiovascular disease.

The heterogeneous impact of stricter criteria for disability insurance.

The Netherlands reformed its disability insurance (DI) scheme in 2006. Eligibility for DI became stricter, reintegration incentives became stronger, and DI benefits often became less generous. Based on administrative data on all individuals who reported sick shortly before and after the reform, difference-in-differences regressions show that the reform reduced DI receipt by 5.2 percentage points and increased labor participation and unemployment insurance (UI) receipt by 1.2 and 1.1 percentage points, respectively. It increased average monthly earnings and UI claims to overcompensate lost DI benefits. However, older individuals, women, individuals with temporary contracts, the unemployed, and low-wage earners did not compensate or compensated to a much smaller extent for the lost DI benefits. The effects are persistent during the 10 years after the reform.

Profile of health care workers in a context of instability: a cross-sectional study of four rural health zones in eastern DR Congo (lessons learned).

BACKGROUND: The crisis in human resources for health is observed worldwide, particularly in sub-Saharan Africa. Many studies have demonstrated the importance of human resources for health as a major pillar for the proper functioning of the health system, especially in fragile and conflict-affected contexts such as DR Congo. However, the aspects relating to human resources profile in relation to the level of performance of the health districts in a particular context of conflicts and multiform crises have not yet been described. OBJECTIVE: This study aims to describe the profile of staff working in rural health districts in a context of crisis and conflicts. METHODS: A cross-sectional study was carried out from May 15, 2017 to May 30, 2019 on 1090 health care workers (HCW) exhaustively chosen from four health districts in Eastern Democratic Republic of Congo (Idjwi, Katana, Mulungu and Walungu). Data were collected using a survey questionnaire. The Chi2 test was used for comparison of proportions and the Kruskal-Wallis test for medians. As measures of association, we calculated the odds ratios (OR) along with their 95% confidence interval. The α-error cut-off was set at 5%. RESULTS: In all the health districts the number of medical doctors was very insufficient with an average of 0.35 medical doctors per 10,000 inhabitants. However, the number of nurses was sufficient, with an average of 3 nurses per 5000 inhabitants; the nursing / medical staff (47%) were less represented than the administrative staff (53%). The median (Min-Max) age of all HCW was 46 (20-84) years and 32% of them were female. This was the same for the registration of staff in the civil service (obtaining a registration number). The mechanism of remuneration and payment of benefits, although a national responsibility, also suffered more in unstable districts. Twenty-one percent of the HCW had a monthly income of 151USD and above in the stable district; 9.2% in the intermediate and 0.9% in the unstable districts. Ninety-six percent of HCW do not receive Government' salary and 64% of them do not receive the Government bonus. CONCLUSION: The context of instability compromises the performance of the health system by depriving it of competent personnel. This is the consequence of the weakening of the mechanisms for implementing the practices and policies related to its management. DR Congo authorities should develop incentive mechanisms to motivate young and trained HCW to work in unstable and intermediate health districts by improving their living and working conditions.

Nurses' job preferences for working in deprived areas in Tehran: a discrete choice experiment.

BACKGROUND: In Iran, the issue of the nursing shortage and unequal distribution exist simultaneously. The shortage of healthcare workers is one of the most important concerns of the health systems. In addition, the disparity in the distribution of healthcare workers between large metropolises and remote or non-capital areas has become a serious concern and a top priority to address. We conducted this study to identify and create a sufficient understanding of the different financial and non-financial preferences of nurses for working in deprived areas. METHODS: This research was carried out in June and April 2022. It was carried out in three major phases. The factors influencing the nurses' job preferences were first discovered using qualitative methods. The second phase was conducting a pilot study and determining the best design for discrete choice experiment scenarios. The last phase involved publishing the questionnaire to gather information. Data were analyzed (discrete choice analysis) using JMP Pro 16 software. RESULTS: A desirable job for the participants (nurses) in this study would have a higher salary, work in a city, the Rasmi employment contract, a low workload, adequate workplace facilities, an appropriate work schedule, and 1 to 3 years spent on the assigned job to promote to a higher position. Willingness to pay (WTP) and the probability of selecting different attribute levels were also calculated and reported. For example, the highest amount of money that a nurse expected to be paid was for changing the geographical location of the workplace from a city to a deprived area. In this case, a nurse tends to receive 91.87 million IRR more to move from a city to a deprived area to work. This amount of money was by far the most among other WTPs. CONCLUSION: The results of this study indicated that nurses are willing to forego net income in exchange for other favorable characteristics of their working environment and conditions. This shows that a variety of actions are accessible to policymakers that can greatly enhance the working conditions for nurses. The WTP and the probability of selecting various attributes may help policymakers plan more effectively.

Health expenditure: how much is spent on health and care worker remuneration? An analysis of 33 low- and middle-income African countries.

OBJECTIVES: To assess the amount spent on health and care workforce (HCW) remuneration in the African countries, its importance as a proportion of country expenditure on health, and government involvement as a funding source. METHODS: Calculations are based on country-produced disaggregated health accounts data from 33 low- and middle-income African countries, disaggregated wherever possible by income and subregional economic group. RESULTS: Per capita expenditure HCW remuneration averaged US$ 38, or 29% of country health expenditure, mainly coming from domestic public sources (three-fifths). Comparable were the contributions from domestic private sources and external aid, measured at around one-fifth each-23% and 17%, respectively. Spending on HCW remuneration was uneven across the 33 countries, spanning from US$ 3 per capita in Burundi to US$ 295 in South Africa. West African countries, particularly members of the West African Economic and Monetary Union (WAEMU), were lower spenders than countries in the Southern African Development Community (SADC), both in terms of the share of country health expenditure and in terms of government efforts/participation. By income group, HCW remuneration accounted for a quarter of country health expenditure in low-income countries, compared to a third in middle-income countries. Furthermore, an average 55% of government health expenditure is spent on HCW remuneration, across all countries. It was not possible to assess the impact of fragile and vulnerable countries, nor could we draw statistics by type of health occupation. CONCLUSIONS: The results clearly show that the remuneration of the health and care workforce is an important part of government health spending, with half (55%) of government health spending on average devoted to it. Comparing HCW expenditure components allows for identifying stable sources, volatile sources, and their effects on HCW investments over time. Such stocktaking is important, so that countries, WHO, and other relevant agencies can inform necessary policy changes.

Time optimization in primary care - chronic prescription cost.

INTRODUCTION: Time optimization is a common goal to most health information institutions. In several countries, chronic electronic renewal prescriptions were one of the main focuses when implementing information systems. In Portugal, Electronic Medical Prescription (PEM®) software is used for most electronic prescriptions. This study aims to quantify the time spent in chronic prescription renewal appointments (CPRA) in primary care and its impact in the Portuguese National Health System (SNS). METHODS: Eight general practitioners (GP) were included in the study during February 2022. The average duration of 100 CPRA was obtained. To determine the number of CPRA performed every year, a primary care BI-CSP® platform was used. Using Standard Cost Model and average medical doctor hourly rate in Portugal we estimated CPRA global costs. RESULTS: Each doctor spent on average 1:55 ± 01:07 min per CPRA. There were 8295 GP working in 2022. A total 635 561 CPRA were performed in 2020 and 774 346 in 2021. In 2020, CPRA costs ranged 303 088 ± 179 419€, and in 2021 that number increased to 369 272 ± 218 599€. CONCLUSION: This is the first study to quantify CPRA's real cost in Portugal. A PEM® software update would allow daily savings, ranging from 830€ (± 491€) in 2020 and 1011€ (± 598€) in 2021. That change could allow hiring 8 ± 5 GP in 2020 and 12 ± 7 in 2021.

Rising between-workplace inequalities in high-income countries.

It is well documented that earnings inequalities have risen in many high-income countries. Less clear are the linkages between rising income inequality and workplace dynamics, how within- and between-workplace inequality varies across countries, and to what extent these inequalities are moderated by national labor market institutions. In order to describe changes in the initial between- and within-firm market income distribution we analyze administrative records for 2,000,000,000+ job years nested within 50,000,000+ workplace years for 14 high-income countries in North America, Scandinavia, Continental and Eastern Europe, the Middle East, and East Asia. We find that countries vary a great deal in their levels and trends in earnings inequality but that the between-workplace share of wage inequality is growing in almost all countries examined and is in no country declining. We also find that earnings inequalities and the share of between-workplace inequalities are lower and grew less strongly in countries with stronger institutional employment protections and rose faster when these labor market protections weakened. Our findings suggest that firm-level restructuring and increasing wage inequalities between workplaces are more central contributors to rising income inequality than previously recognized.

[Symbolism of the white coat in the medical profession].

It has long been a tradition for doctors to dress professionally in white coats - a universal symbol of belonging to the medical profession. This tradition dates back to the time of Hippocrates, but during the XIX-XXI centuries, the symbolism of the white coat was criticized in connection with research on the spread of infections through tissue. Currently, many doctors refuse to use the oldest symbol of the profession, and the practice of medical activity is replete with new variants of the uniform of a medical worker (both in style and in color palette. However, it should be noted that the white coat symbolizes another important part of the medical education of students, the standard of professionalism and care, as well as a symbol of the trust they must earn from patients.

Gender, Race/Ethnicity, and Unionization in Direct Care Occupations.

Objectives. The goal of this study was to measure unionization in the direct care workforce and the relationship between unionization and earnings, looking closely at differences across race/ethnicity and gender. Methods. Using data from the Current Population Survey from 2010 to 2020, we first used logit analyses to predict the probability of unionization among direct care workers across race/ethnicity and gender. We then measured the relationship between unionization and weekly earnings. Results. We found that male (12%) and Black (14%) direct care workers were most likely to be unionized, followed by Hispanic and other direct care workers of color. Unionized direct care workers earn wages that are about 7.8% higher than nonunionized workers, but unionized workers of color earn lower rewards for unionization compared with White direct care workers. Conclusions. Unions are a mechanism for improving job quality in direct care work, and protecting workers' rights to unionize and participate in collective bargaining equitably may be a way to stabilize and grow the direct care workforce. (Am J Public Health. 2022;112(11):1676-1684. https://doi.org/10.2105/AJPH.2022.307022).

Racial and Ethnic Inequities in Paid Family and Medical Leave: United States, 2011 and 2017-2018.

Objectives. To examine racial and ethnic inequities in paid family and medical leave (PFML) access and the extent to which these inequities are mediated by employment characteristics. Methods. We used data from the 2011 and 2017-2018 American Time Use Survey in the United States to describe paid leave access by race/ethnicity. We present unadjusted models, models stratified by policy-targetable employment characteristics, and adjusted regression models. Results. We found that 54.4% of non-Hispanic White workers reported access to PFML in 2017-2018 but that access was significantly lower among Asian, Black, and Hispanic workers. Inequities were strongest among private-sector and nonunionized workers. Leave access improved slightly between 2011 and 2017-2018, but the inequity patterns were unchanged. Conclusions. We observed large and significant racial and ethnic inequities in access to PFML that were only weakly mediated by job characteristics. PFML has a range of health benefits for workers and their families, but access remains limited and inequitable. Public Health Implications. Our findings suggest that broad PFML mandates (such as those in other high-income countries) may be needed to substantially narrow racial and ethnic gaps in paid leave access. (Am J Public Health. 2022;112(7):1050-1058. https://doi.org/10.2105/AJPH.2022.306825).

Inequal distribution of nursing personnel: a subnational analysis of the distribution of nurses across 58 countries.

BACKGROUND: Nursing personnel are critical for enabling access to health service in primary health care. However, the State of the World's Nursing 2020 report showed important inequalities in nurse availability between countries. METHODS: The purpose of this study/analysis was to describe the differences in nurse-to-population density in 58 countries from six regional areas and the relationship between differences in access to nurses and other indicators of health equity. RESULTS: All countries and income groups showed subnational inequalities in the distribution of nursing personnel with Gini coefficients ranging from 1 to 39. The latter indicated situation such as 13% of the population having access to 45% of nurses in a country. The average max-to-min ratio was on average of 11-fold. In our sample, the African region had the highest level of subnational inequalities with the average Gini coefficient of 19.6. The European Region had the lowest level of within-country inequalities with the average Gini coefficient being 5.6. A multivariate analysis showed a clustering of countries in three groups: (1) high Gini coefficients comprised mainly African countries; (2) moderate Gini coefficients comprised mainly South-East Asian, Central and South American countries; (3) low Gini coefficients comprised mainly Western countries, Japan, and Korea. The analysis also showed that inequality in distribution of nurses was correlated with other indices of health and inequality such as the Human Development Index, maternal mortality, and life expectancy. CONCLUSIONS: This study showed that there is a high level of geographic inequality in the distribution of nurses at subnational level. Inequalities in nursing distribution are multifactorial, to improve access to nurses, policies should be bundled, tailored to the local context and tackle the various root causes for inequalities.

Gender composition and wage gaps in the Canadian health policy research workforce in comparative perspective.

BACKGROUND: Gendered challenges have been shown to persist among health practitioners in countries at all levels of development. Less is known about non-clinical professionals, that is, those who do not deliver services directly but are essential to health systems performance, such as health policy researchers. This national observational study examined gender occupational segregation and wage gaps in the Canadian health policy research workforce using a cross-domain comparative labour market analysis approach. METHODS: Sourcing data from the 2016 population census, we applied linear regression and Oaxaca-Blinder decomposition techniques to assess wage differentials by sex, traditional human capital measures (e.g., age, education, place of work), and social identity variables intersecting with gender (household head, childcare, migrant status) among health policy researchers aged 25-54. We compared the gender composition and wage gap with seven non-health policy and programme domains, as mapped under the national occupational classification by similarity in the types of work performed. RESULTS: The health policy research workforce (N = 19 955) was characterized by gender segregation: 74% women, compared with 58% women among non-health policy research occupations (N = 102 555). Women health policy researchers earned on average 4.8% (95% CI 1.5‒8.0%) less than men after adjusting for other professional and personal variables. This gap was wider than among education policy researchers with similar gender composition (75% women; adjusted wage gap of 2.6%). Wages among health policy researchers were 21.1% (95% CI 19.4‒22.8%) lower than their counterparts in the male-dominated economics policy domain, all else being equal. Overall, women's earnings averaged 3.2% lower than men's due to factors that remained unexplained by policy domain or other measured predictors. CONCLUSIONS: This investigation found that the gender inequalities already widely seen among clinical practitioners are replicated among health policy researchers, potentially hindering the competitiveness of the health sector for attracting and retaining talent. Our findings suggest intersectoral actions are necessary to tackle wage gaps and devaluation of female-dominated health professions. Accountability for gender equity in health must extend to the professionals tasked with conducting equity-informative health policy research.

First-Year Enrollment and Utilization of New York State Paid Family Leave: 2018.

CONTEXT: The New York Paid Family Leave (NYPFL) law was passed in April 2016 and took effect January 1, 2018. Expanding paid family leave (PFL) coverage has been proposed as a public health strategy to improve population health and reduce disparities. OBJECTIVE: To describe first-year enrollment in NYPFL and to evaluate utilization of NYPFL benefits. DESIGN: Observational study. SETTING: New York State. PARTICIPANTS: Employees enrolled in the NYPFL program (N = 8 528 580). METHODS: We merged NYPFL enrollment and claim data sets for 2018. Descriptive analysis and multiple logistic regression models were used to assess utilization by demographic variables and business size. MAIN OUTCOME MEASURES: Utilization and duration of NYPFL to bond with a newborn or care for a family member differed by employees' age, sex, race and ethnicity, residence, income, and business size. RESULTS: Approximately 90% of working New Yorkers (N = 8 528 580) were enrolled in NYPFL. First-year utilization of PFL for newborn bonding and family care (9.4 and 4.0 per 1000 employees, respectively) was higher than comparable state PFL programs in California, New Jersey, or Rhode Island. An estimated 38.5% of employed women in New York utilized PFL for newborn bonding. Employees who worked at small businesses (1-49 employees) had lower utilization of PFL. Employees with lower incomes were more likely to claim PFL and employees of color or with lower incomes were more likely to take the maximum 8 weeks of PFL. CONCLUSIONS: These findings suggest that state PFL programs increase equity in employment benefits. Wider adoption of state/federal PFL programs could help reduce health disparities and improve maternal and infant health outcomes.