We examine the effect of pay transparency on gender pay gap and firm outcomes. This paper exploits a 2006 legislation change in Denmark that requires firms to provide gender disaggregated wage statistics. Using detailed employee-employer administrative data and a difference-in-differences and difference-in-discontinuities designs, we find the law reduces the gender pay gap, primarily by slowing the wage growth for male employees.
As deep learning and big data increasingly shape modern artificial intelligence (AI) tools, it is essential to consider the broader impact of integrating AI into workplaces. While AI applications can optimize processes and improve productivity, their long-term effects on workers’ learning curves and overall performance are still underexplored. This paper investigates the intricate relationship between AI-enabled technology and workers’ learning dynamics through a large-scale randomized field experiment conducted on the Instacart platform.
The Tax Cuts and Jobs Act of 2017 established a new program called “Opportunity Zones” that created tax advantages for investment locating in Census tracts with relatively low income or high poverty. Importantly, only 25% of eligible tracts in each state could be designated as an Opportunity Zone. We use detailed establishment-level data and a difference-in-difference (DiD) approach to identify the designation of a tract as an Opportunity Zone on job creation.
We examine the evolution of the gender pay gap in finance, using administrative U.K. data over two decades. We show a persistently larger gender pay gap in finance relative to other sectors, which is predominantly explained by skilled male employees sorting relatively more into finance. The gender pay gap in finance is lower for flexible occupations, in firms providing childcare benefits, and in female-friendly environments. Over time, the difference in the gender pay gap between finance and non-finance sectors has steadily narrowed from 40% in 1997 to 23% in 2019, as more skilled women sort into finance.
The rapid growth in the adoption of mobile payments has already begun to reshape bank payment practices. Utilizing a unique data set from a leading bank in Asia that records credit card transactions of its customers before and after the launch of Alipay mobile payment, the largest mobile payment platform in the world, this study aims to understand the impact of mobile payment adoption on bank customer credit card activities and the change of this impact after the mobile payment expansion.
We study the effect of government-subsidized childcare on women's career outcomes and firm performance using linked tax filing data. Exploiting a universal childcare reform in Quebec in 1997 and the variation in its timing relative to childbirth across cohorts of parents, we show that earlier access to childcare increases employment among new mothers, particularly among those previously unemployed.
We use detailed establishment-level data to understand whether and how the composition of the US stock market differs from the composition of US firms as a whole. Although the locational composition of employment in public firms is similar to that of all US firms, we find certain industries significantly overrepresented. Further, the gap between the industrial composition of publicly traded firms and all US firms has grown over the last thirty years.
We study the impact of widespread adoption of work-at-home technology using an equilibrium model where people choose where to live, how to allocate their time between working at home and at the office, and how much space to use in production. A key parameter is the elasticity of substitution between working at home and in the office that we estimate using cross-sectional time-use data.
Historically, most businesses have attempted to stay on the sidelines of controversial issues to avoid alienating customers and limit internal discord. But the COVID-19 pandemic (which has disproportionately affected people of color) and rising racial tensions have increased awareness of systemic racism in the U.S. In this Kenan Insight, we explore how business leaders are increasingly taking a stance on diversity and inclusion issues through both internally and externally focused actions and policies.
Medicare observation status has remained controversial since its introduction as an administrative payment category dating back to at least 1983. Much of the debate revolves around beneficiary billing and the 3-day rule, which requires that beneficiaries spend 3 consecutive days as an inpatient in order to receive coverage for postacute skilled nursing facility (SNF) care.
On January 31 and February 1, 2019, the Frank H. Kenan Institute of Private Enterprise (Kenan Institute) hosted its Frontiers of Entrepreneurship Conference at The Breakers Palm Beach Resort. The conference brought together more than 150 academic research scholars, policy experts and private sector professionals to discuss and debate the most challenging current issues in the field of entrepreneurship in order to set the agenda for future research and policy.
Gentrifying cities increasingly are adopting inclusive and equitable development policies, strategies, tools, and regulatory practices to minimize, if not altogether eliminate, the demographic and economic dislocations that often accompany their growing attractiveness as ideal places to live, work, and play for a creative class of young people and well-resourced retirees who are predominantly white. Creating greater opportunities for historically under-utilized businesses to grow and prosper through enhanced local government contracting and procurement is one mechanism through which gentrifying cities are trying to generate greater equity and shared prosperity.
On January 18 and 19, 2018, the Frank H. Kenan Institute of Private Enterprise (Kenan Institute) hosted its Frontiers of Entrepreneurship Research Conference at The Breakers Palm Beach Resort. The conference brought together more than 100 academic research scholars, policy experts and private sector professionals to discuss and debate the most challenging current issues in the field of entrepreneurship in order to set the agenda for future research and policy.
Post 2020 Census population estimates covering the first fifteen months of the pandemic are analyzed. The results reveal COVID-19’s impact on the geo-demography of the state, highlight disturbing demographic trends, and raise pressing questions requiring immediate policy attention if North Carolina is to remain attractive as a place to live, work, play, and do business.
COVID hit North Carolina hard, with 3.1 million cases so far and over 26,000 deaths. Low-income communities in North Carolina were especially hard hit, with higher rates of COVID infections and deaths, sudden loss of jobs with little buffer, disruption of families and communities. In this paper, we conduct a quantitative assessment of COVID-19’s impact on low-income North Carolinians and specifically on a subset of lower income North Carolina counties that are served by the North Carolina Community Action Association (NCCAA).
assistance in the immediate aftermath of this extreme weather event, we document the role net migration played in recent population growth—a crucial issue in climate change policy deliberations—and outline creative strategies and investments Florida officials will have to leverage to both rebuild and create resilient communities with reputational equity that remain attractive to newcomers as well as long term residents moving forward.
FoodCon is a daylong event focused on the business of sustainable food with a goal of bringing together a diverse audience of students, community members, and business professionals who have a shared interest in the sustainable food industry. UNC Kenan-Flagler MBA Net Impact students (Elisa Elkind and Brianne Abramowicz, both MBA ’15) had an idea in 2014 to host a conference to talk about the business of sustainable food. Since then, their idea has grown to include partner schools, who each take a turn to co-host the event, Duke University and NC State. This event is a collaborative effort between the three schools that surpasses ‘Tobacco Road’ rivalries. The 2017 event came back to UNC Kenan-Flagler with a theme of ‘Good For All: Sustainable. Profitable. Accessible.’
As major health systems continue to merge, one of the main questions for commentators and researchers concerns the somewhat vague idea of community benefit. The Atrium Health–Advocate merger is set to provide approximately $5 billion in annual community benefit, targeted to aid vulnerable communities and individuals. Community benefit can be understood as any action, investment or program provided by a tax-exempt hospital or health system that promotes the health and wellness of the community they serve. In addition to community benefit, Advocate Health described a $2 billion pledge to disrupt the root causes of health inequities across the rural and urban communities it serves.
Immigration is one of the most contentious policy issues, and Congress has for decades failed to make any significant legislative progress. The result is an incoherent policy landscape and serious operational challenges on the ground. At the same time, immigration and immigrant integration are critical to U.S. workforce growth, government fiscal solvency, and innovation. I discuss key findings from the economics literature and their implications for where to focus immigration reform efforts.
A daunting tangle of problems defines the global energy space as 2022 winds down. On the one hand, the war in the Ukraine combined with curtailed Russian oil/gas supplies into Europe has reminded many that unfriendly energy suppliers can also deliver inflation and hardship to their customers. On another side, efforts to increase oil/gas supplies both in Europe and globally, face stout resistance to anything that might further entrench hydrocarbons into national economies. Inflation is prompting monetary policies to tighten even as fiscal indiscipline continues via historically high government deficit spending. Concerns over climate change remain an article of faith among leaders of many countries. Other voices decry the folly of calls to suppress oil/gas production when greener alternatives are not ready to replace them. Electorates seem both confused and restless. The risk that they vote in leaders less insistent on decarbonizing economies is palpable.