Income Distribution Commons^™

Wage Inequalities In Informal Work: Race, Sex, And Citizenship Among Latino Workers In New York State, Amalia Torrecillas Fernandez

Center for Latin American, Caribbean, and Latino Studies

This report examines wage variation within informal work in New York State from 2016 to 2022, with particular attention to Latino workers. Using American Community Survey data from three five-year periods (2016, 2019, and 2022). The analysis explores how median hourly wages differ by ethnicity, sex, citizenship status, race, age, and nativity.

Informal workers represented 4.6%-4.7% of New York's workforce, approximately 569,000 to 589,000 workers between the years of study. A substantial wage gap persisted throughout the study period. Formal workers earned $18/hour in 2016 versus $12 for informal workers; by 2022, this widened to $24 versus $14, underscoring the …

Refereed Research - Indispensable Yet Not Fully Legitimate: Street Markets As Invisible Subsistence Infrastructure, Raji Srinivasan, Maria C. Merino

Subsistence Marketplaces

Street markets are key provisioning systems across the Global South, supplying fresh food, employment, and retail access absent formal infrastructure. Yet despite street markets’ functional indispensability to millions of low-income consumers, their legitimacy is chronically contested, affirmed by vendors and communities yet challenged by planners, developers, and state authorities who apply formal-economy criteria in evaluating them. We theorize this as a legitimacy paradox and ask what structural mechanisms sustain it? Using composite vignettes grounded in fieldwork, we theorize three mechanisms. First, visibility without recognition: street markets are hyper-visible yet excluded from cognitive templates of legitimate, formal retail. Second, asymmetric essentiality: …

Average Earnings Of Undergraduate Certificate Graduates In The Mountain West, 2024, Devin Streuter, Kahlen Coss, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet presents data on the average earnings of undergraduate certificate program graduates in 2024 dollars compared to the average earnings of high school (HS) graduates in five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah. The fact sheet reports information on the number of undergraduate certificate programs, number of graduates, the most popular certificate programs, and earnings premiums for each state. Published by Open Campus in collaboration with The Higher Education Analytics (HEA) Group, the fact sheet reports data originally published through the “Certificate Earnings Explorer."

Middle Class Affordability In The Mountain West, 2023, Kian Parikh, Krish Sharma, Mohit Pande, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents 2023 data on the share of middle-class households that can afford basic necessities in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Brookings Institution report, “In every corner of the country, the middle class struggles with affordability,” provides metropolitan-level estimates across all 50 U.S. states and the District of Columbia. This fact sheet focuses on middle class affordability data for the largest metro area in each Mountain West state and, where available, explores middle class affordability by race and ethnicity.

How Do Habitual Entrepreneurs Develop Entrepreneurial Addiction?, Wan Khairul Anuar Wan Abd Manan, Athirah Ismail, Puteri Fadzline Muhamad Tamyez Fadzline

Journal of Business & Entrepreneurship

Habitual entrepreneurs are a key driver of economic development. Hence, it is important to generate a more detailed understanding of their addictive behaviour while running their businesses. The purpose of this study is to explore whether and how habitual entrepreneurs develop entrepreneurial addiction and the effects of this addiction. The study is based on a qualitative research design and analyzes the development of entrepreneurial addiction among habitual entrepreneurs. Findings indicated that habitual entrepreneurs actively develop entrepreneurial addiction after owning three businesses, due to several symptoms, namely, fulfilment, opportunity obsession, tolerance, engagement, and neglect, along with prior entrepreneurial experiences. Habitual entrepreneurs …

Unionization Rates And Wage Growth: Trade, Transportation And Utilities, Nathaniel V. Thomas

Binghamton University Undergraduate Journal

This research examines how unionization rates influence wage growth in the United States’ transportation, trade, and utilities sector. Drawing on secondary data from the Bureau of Labor Statistics, the study compares union and non-union wage trends while taking in factors like industry characteristics. By using historical and comparative analyses across multiple industries, it aims to determine if higher union density consistently translates into stronger wage gains. Prior research in both U.S. and international contexts shows that union presence can positively affect wages, but this influence varies by sector, labor strength, and political backdrop

Many Hands Make Light Work: Restoring Edu-Economical Debts For Black Males, Joyice Robinson Myers

VA Engage Journal

A college degree is closely linked to economic stability, yet only 20% of Black men in the United States hold a bachelor’s degree or higher. These disparities are not accidental; they are the cumulative result of systems that have systematically denied Black males equitable access to educational and economic opportunity across generations. This systematic review examines the compounding relationship among family structure, educational attainment, and economic standing for Black males, and considers what restoring that relationship could look like in practice. I integrate three theoretical frameworks—Education Debt (Ladson-Billings, 2006), African American Male Theory (Bush & Bush, 2013), and the R³ISE …

The Cleansing Effect Of Technological Investment: An Empirical Analysis Of Episodic Labor Market Polarization (2000–2010), Adam Murphy

University Honors Theses

This paper investigates the episodic nature of labor market polarization in the United States between 2000 and 2010. While the Skill-Biased Technological Change (SBTC) framework may have successfully explained the rise of inequality in the 1980s, it struggled to account for the wage stagnation and hollowing out of the middle class that followed in the 1990s and 2000s. Utilizing Task-Biased Technological Change (TBTC) as a primary lens, this study examines how the codification of routine tasks allowed for the widespread substitution of middle-skill labor by technological capital. By synthesizing IPUMS-CPS occupational data with Bureau of Economic Analysis (BEA) investment statistics, …

Social Determinants Of Low Educational Attainment, Isabelle Graham, Kevin Lieng, Aubriana Weisbach

Undergraduate Economics Working Paper Series

This paper examines how socioeconomic and demographic factors influence low educational attainment across U.S. cities. The analysis estimates both a linear regression model and a semi-log model to evaluate how poverty, unemployment, family structure, age composition, overcrowding, racial and ethnic minority share, broadband access, and housing cost burden affect the percentage of adults without a high school diploma. The results show that poverty, overcrowding, and minority share are the strongest predictors of low educational attainment, each exhibiting positive and highly significant effects. Overall, the findings highlight the role of social factors in shaping educational outcomes in high school.

Prenatal Care, Pregnancy Risk, Birth Outcomes And The Role Of Neighborhood Characteristics, Monica Garcia-Perez Phd, Randy Huard Phd, Christopher Thoms Phd, David Tilstra Md

InnovateHER Meeting 2026

This study links 2024 CentraCare Health birth records with neighborhood census tract conditions from the National Neighborhood Data Archive (NaNDA, 2020/2021) to examine how place, prenatal care, and clinical risks influence birth outcomes in Central Minnesota. Neighborhood factors are standardized and paired with measures of prenatal-care adequacy and pregnancy-risk indicators in a series of multivariate linear models to explore their effect on birth outcomes. Analyses adjust for maternal demographics and clinical risks to identify independent neighborhood effects. A privacy-preserving, tract-linked dataset is also created to help local partners target high-need prevention areas.

Inequality And Well-Being, Sarah E. Boslaugh

Theses

Human well-being has been a topic of interest to philosophers at least since the time of Aristotle, and well-being has also been a core concern of social scientists since the birth of the discipline in the late 18^th century. Some theories of well-being include economic inequality as a factor, and multiple ways to measure this factor have been developed; as with well-being, there is no single best measure of economic inequality and the choice of which measure to use may be based on both theoretical and practical reasons. I argue that income inequality should always be included as a …

Essays On Family Economics, Culture, Inequality, And Growth, Rouzhi Liang

Economics Theses and Dissertations

This dissertation consists of essays on how family resource allocation and cultural values shape innovation, inequality, and long-run economic development. Across the chapters, I combine quantitative modeling and empirical analysis to understand the determinants of inequality and long-run growth.

Chapter 1 studies how parental fertility and bequest decisions affect children’s potential to become entrepreneurs when financial barriers exist. Motivated by evidence that high-income parents tend to have fewer children and leave larger bequests and allocate more resources per child, I develop an overlapping-generations model with endogenous fertility, bequests, and occupational choice, calibrated to U.S. data. The model shows that, when …

Retirement Rankings In The Mountain West, 2025, Isabelle G. Graham, Mia Tschan, Anthony Arroyo, Kristian Thymianos, Caitlin J. Saladino, William E. Brown Jr.

Demography

This fact sheet reports 2025 data on retirement rankings in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Bankrate report, “America’s best states to retire in 2025: New Hampshire takes the top spot,” presents data on retirement rankings for all 50 U.S. states. This fact sheet focuses on the overall retirement rank and individual retirement category rankings for each Mountain West state.

Child Care Costs In The Mountain West, 2025, Cason Noll, Isabelle G. Graham, Mohit Pande, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet reports child care affordability and cost data for the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Economic Policy Institute (EPI) report, “Child care costs in the United States,” highlights data on the differences in child care affordability across the United States. This fact sheet presents data on the percentage of annual income required to afford infant care for a minimum-wage worker, a typical child care worker, and a median family with children based on state-level income data for each Mountain West state. This fact sheet also reports annual costs, including college, …

The Rise Of The Global Middle Class, Homi Kharas

Brookings Scholar Lecture Series

As part of the Brookings Scholar Lecture Series, Brookings Mountain West presented a lecture titled, "The Rise of the Global Middle Class" by Brookings senior fellow in global economy and development, Homi Kharas.

For the last two hundred years, ever since the start of the Industrial Revolution, the most successful economies in the world have developed large, stable middle classes. With globalization, the expansion of the middle class has accelerated to a historically unprecedented speed. But global consumerism is scaling faster than the adaptation of institutions, ecosystems, and social norms. Brookings senior fellow Homi Kharas discusses his most recent book, …

The Economics Of Accountability: Learning From German Holocaust Reparations, Grace I. Gates

Scripps Senior Theses

Drawing on microdata from the Survey of Health, Aging, and Retirement in Europe, this study compares European Holocaust survivors who received reparations with similar Europeans who did not. It finds that, decades on, recipients are not systematically better or worse off on core outcomes like life satisfaction, savings, and debt. This is consistent with the argument that reparations restore parity rather than create new advantages. Where differences emerge, they point to stabilization in more vulnerable settings (e.g., lower likelihood of high debt in parts of Eastern Europe). The main takeaway from effective reparations is applicable to the United States debate: …

The Environmental Justice Implications Of Industry Consolidation: Evidence From U.S. Landfills, Hui Zhou, Shan Zhang, Matthew D. Gordon

Economics Faculty Publications

Over the past three decades, the number of U.S. landfills has fallen by 41%, while average capacity has risen by 130%. This paper studies the distributional consequences of this consolidation. We show these changes coincide with waste disposal shifting toward locations with lower population density and higher shares of low-income, Black, and Hispanic residents. Event studies of landfill openings rule out large effects on migration, though new landfills are sited in places with fast-changing demographics. Using a novel measure of regulation built from large-language-model classifications of state statutes, we show evidence that increased state regulations may contribute to increasing disparities.

Tariffs And The Progressive Fiscal Constitution, Lawrence J. Liu, Alex Zhang

Faculty Articles

For more than a century, progressive taxation has constituted the American fiscal state. A resurgent and expanding tariff regime, however, threatens that commitment to progressive distribution. Given the ongoing popularity of tariffs, this Article examines how they might be designed and administered in a way that mitigates their regressive distributive impact. The Article thus develops and assesses proposals to (1) vary tariff burdens in accordance with the consumption of imported goods, (2) reduce income- or payroll-tax burdens on lower-income households, and (3) earmark tariff revenue for specified spending programs. Although none is perfect, we seek to articulate possibilities and highlight …

International Evidence On The Relationship Between Financial Literacy And Corporate Cash Holdings, Kenneth Yung, Reza Kahibavil, Su Li, Arian Amidi

Finance Faculty Publications

This study is the first investigation of the relationship between corporate cash holdings and financial literacy (FL). We find that a one‐standard‐deviation increase in FL is associated with an 8%–27% reduction in corporate cash holdings, depending on the measure of FL used. Moreover, higher FL reduces the market value of excess cash, indicating that financially literate environments discourage value‐destroying cash accumulation. The results remain robust across alternative definitions of FL and cash holdings, estimation methods, and country subsamples. We further rule out the influence of endogeneity, refinancing risk, and variation in cash needs. Additional analyses identify agency costs as the …

Ceo-Employee Pay Ratio Disclosure And Dividend Policy, Rajib Chowdhury, John A. Doukas

Finance Faculty Publications

We examine whether and how the magnitude of the CEO pay ratio affects dividend policy in the context of inequality-averse investors. Our results demonstrate a positive association between the two and remain robust to endogeneity concerns. We find that the CEO pay ratios positively affect dividends irrespective of whether CEO compensation contracts motivate risk-averse or risk-taking policy choices. This non-diverse effect on dividend policy across CEOs with different pay structures contradicts previous studies and highlights the wealth effect resulting from the SEC mandate. Further analyses reveal a negative effect of the pay ratio on cash holdings and investment inefficiency.

Three Essays In Labor Economics, Yoritsugu Shimazu

Electronic Theses & Dissertations (2024 - present)

The first chapter decomposes aggregate productivity growth into a pure-technology contribution and an allocative-efficiency contribution for Japan and the United States, applying a single estimation methodology symmetrically to comparable firm-level panels. Production functions are estimated by the Gandhi, Navarro, and Rivers (2020) gross-output procedure under monopolistic competition (GNR-MC), which recovers firm-level price markups and wage markdowns, and these enter the Baqaee–Farhi (2020) decomposition through the closed form of Aoki et al. (2024). Both panels are drawn from Compustat with identical pre-processing and estimation, and we close the markup-level identification gap that GNR leave open with a normalization anchored on the …

Kutukan Sumber Daya Atau Katalis Kesejahteraan: Bagaimana Dampak Hilirisasi Nikel Terhadap Kemiskinan Di Sulawesi?, Muhammad Syafiq Zufarulhaq, Ashintya Damayati

Jurnal Kebijakan Ekonomi

This study evaluates the impact of nickel downstreaming on poverty levels in Sulawesi by examining the effectiveness of smelter development and the raw ore export ban policy as resource-based industrialization strategies. The primary contribution of this research lies in its identification strategy, which employs a staggered Difference-in-Differences approach with two-way fixed effects using panel data from 54 regencies/municipalities over the period 2010–2023. The baseline regression results show that the average effect of smelters is not statistically significant in reducing poverty. On the other hand, the raw mineral export ban policy is found to significantly reduce poverty. However, there is no …

Latino Economic Inequality In New York City: Income And Snap Recipiency, 2013–2023, Oswaldo A. Mena Aguilar

Center for Latin American, Caribbean, and Latino Studies

This Latino Data Project Report analyzes trends in the economic well-being of Latino households in New York City between 2013 and 2023, focusing on household income and participation in the Supplemental Nutrition Assistance Program (SNAP). The findings reveal a paradoxical pattern: although median Latino household income increased over the decade, economic inequality within the Latino community widened substantially. Income gains were unevenly distributed, with higher-income households pulling further ahead while the lowest-income households experienced stagnation or decline. Over the same period, Latino households fell further behind all other racial and ethnic groups in the city. Additionally, Latinos consistently exhibited the …

5th International Annual Conference Proceedings: A New Global Order, Yet Again, Centre For Business And Economic Research (Cber), School Of Economics And Social Sciences (Sess)

Conference Proceedings

The School of Economics and Social Sciences (SESS) and the Center for Business and Economics Research (CBER) at the Institute of Business Administration (IBA), Karachi, are pleased to announce the 5th International Annual Conference on "A New Global Order, Yet Again" In an era marked by geopolitical realignments, technological innovations, green transitions, climate change, and evolving trade dynamics, the global economic landscape is undergoing an unprecedented transformation. Developing economies today face multifaceted challenges: leveraging new opportunities in a decentralized global system while managing debt insolvency risk, uncertainties in international trade, climate change vulnerabilities, and rising socioeconomic inequality.

This conference seeks …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Diaper Insecurity In Nevada And The Mountain West, 2024, Mia Tschan, Olivia K. Cheche, William E. Brown Jr.

Health

This fact sheet presents data on diaper insecurity in the Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. It also presents data on the diaper gaps faced by fifteen Nevada counties: Carson City, Churchill, Clark, Douglas, Elko, Humboldt, Lander, Lincoln, Lyon, Mineral, Nye, Pershing, Storey, Washoe, and White Pine. Esmeralda County and Eureka County are not included due to a lack of data. The 2025 Urban Institute report, “Mapping Diaper Insecurity in the US,” highlights 2024 data on diaper insecurity across all 50 U.S. states and the District of Columbia.

The Social Impact Of Unconditional Cash Transfer: A Quasi-Experimental Approach, Andar Ristabet Hesda

Bulletin of Monetary Economics and Banking

This study investigates the social effects of the unconditional cash transfer program and analyzes the underlying mechanism. The empirical analysis indicates that those who consistently participated as program beneficiaries own greater social capital than those who did not maintain continuous enrollment in the program. One mechanism of this impact is enhanced personality, particularly in social behavior. Furthermore, the characteristic of social capital most impacted is heightened participation in communal activities. This study indicates that the program neither displaces private aid nor promotes altruism. These data contradict the claim that the targeted cash transfer program could incite societal discord by fostering …

Do Financial Concerns Make Workers Less Productive?, Dua Khowaja

2025 Fall Honors Capstones Projects - Archive

Financial stress does not just affect people’s finances; it can change the way individuals behave. This project asks whether short-term financial difficulty damages worker performance or if alleviating it improves focus and accuracy. Using data from a field experiment in rural India, this study examine how labor payment timing variability is related to workers' productivity and error rates. The study randomized payment dates across a sample of employees, so that employees paid early can be compared to employees paid on standard or later dates. It investigates whether subsidy of payments relieves stress and enhances task performance by minimizing stress, enhancing …

Improving Schools To Promote Upward Mobility: The Promise And Limits Of School Finance Reforms, Sarah Reber

Brookings Scholar Lecture Series

As part of the Brookings Scholar Lecture Series, Brookings Mountain West presents a lecture titled, "Improving Schools to Promote Upward Mobility: The Promise and Limits of School Finance Reforms" by Brookings senior fellow in economic studies, Sarah Reber.

Systematic differences in access to high-quality schools by race, income, and other characteristics perpetuate inequality across generations. Local property tax financing of schools is often identified as a key cause of unequal educational opportunity. While the consensus of rigorous research supports the common intuition that, on average, “money matters” in improving educational outcomes, questions about how much, and under what conditions, school …

Bachelor's Degrees And Earnings In The Mountain West, 2022, Anthony Arroyo, Sydney Mitchell, Lara Karaalp, Caitlin J. Saladino, William E. Brown Jr.

Higher Education

This fact sheet presents 2022 data on the median annual earnings of bachelor's degree holders for specific fields of degrees (FODs) across the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. This fact sheet also examines the share and earnings of individuals with less than a bachelor’s degree compared to bachelor’s degree holders in the three Mountain West metropolitan statistical areas (MSAs) appearing among the 30 largest MSAs in the United States: Phoenix-Mesa-Chandler, AZ; Denver-Aurora-Lakewood, CO; and Las Vegas-Henderson-Paradise, NV. The “Field of Bachelor's Degree in the United States: 2022” report from the U.S. Census Bureau …