Labor Economics Commons^™

The Heterogeneous Impacts Of The Residential Component Of A Training Program: A Semi-Parametric Analysis, Jun Cai, Alfonso Flores-Lagunes, Xintong Wang

Upjohn Institute Working Papers

Several training programs worldwide are residential, bringing enrollees to live in facilities and thus increasing program costs. In the U.S., the Job Corps (JC) program for disadvantaged youth includes a residential component. Despite extensive literature evaluating JC, the impact of the residential component has received limited attention. We develop and employ a semi-parametric model to estimate the average causal effects of this residential component, accounting for selection into both the program and the residential feature. Our findings indicate that, for JC enrollees, the residential component boosts earnings, employment, and educational degree attainment among adolescents. For other subgroups, the residential component …

Benefits And Costs For Chattanooga Residents Of Incorporating Training Into Economic Development Strategies, Timothy J. Bartik, Iryna V. Lendel, Sevrin Williams

Upjohn Institute Technical Reports

This report evaluates the benefit-cost tradeoffs of adding a workforce training component to Chattanooga's economic development incentive packages, using the Bartik Benefit-Cost Model of Business Incentives. Focusing on hypothetical projects across seven industries, the analysis compares the present value of training costs against resulting gains in residents' per capita income over a 20-year horizon. Findings show that training, layered onto existing PILOT-based tax incentives, delivers benefits more than 25 times its costs—driven by training's greater cost-effectiveness in inducing business location decisions and its stronger tendency to direct new jobs toward local residents. While training is not self-financing from a city …

Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner

Upjohn Institute Working Papers

Employers commonly use open-ended questions in hiring, but usually responses aren’t recorded, and knowledge about the usefulness of such responses is limited. This study investigates properties of written responses to open-ended questions collected over many years via an application tracking platform that school districts use to hire teachers. We develop a scalable process to discover topics within the corpus of responses to each question and then to classify each response with respect to the topics while preserving interpretability and transparency. It adapts a traditional qualitative topic modeling approach, Inductive Thematic Analysis, to best combine the strengths of researcher judgment and …

The Columbus Promise: Three-Year Pilot Evaluation Report, Michelle Miller-Adams, Kyle Huisman, Kevin Hollenbeck, Bridget Timmeney

Reports

The Columbus Promise is a place-based, tuition-free college program designed to expand postsecondary access and economic mobility for graduates of Columbus City Schools. Launched with the high school class of 2022, the three-year pilot provides tuition support at Columbus State Community College (CSCC), a $500-per-semester stipend, and dedicated coaching and academic services. This evaluation, conducted by the Upjohn Institute for Employment Research, examines outcomes for all three cohorts (2022, 2023, and 2024), using administrative data, a comparison group of Columbus City Schools graduates from 2017–2021, regression-adjusted estimates of academic outcomes, and a synthetic difference-in-differences analysis of overall college enrollment. Findings …

Unpacking Treatment Effect Heterogeneity In A Large-Scale Dropout Prevention Experiment, Thomas Dee, Chloe R. Gibbs, Rebecca Margolit-Chan, Lillian Morrell, James X. Sullivan

Upjohn Institute Working Papers

Timely high school completion is a critical step in successful transitions to post-secondary schooling and the labor market. This randomized controlled trial, deployed in two urban, disadvantaged school districts, tests the effectiveness of a mature and comprehensive student-support program on an unusually large scale (n=2,528). While overall effects on graduation rates are small and statistically insignificant, exploratory analyses reveal notable variation by site and over time, mirroring heterogeneity in treatment timing and program implementation. These findings highlight the challenges of scaling interventions and raise concerns about generalizing results from small-scale, single-site evaluations.

20 Years Of The Kalamazoo Promise: A Visual Guide To Selected Highlights, Kathleen Bolter

Reports

No abstract provided.

The Economic Benefits And Costs Of State And Local Incentives For Clean Energy Projects, Timothy J. Bartik, Gerrit Anderson, Brian J. Asquith, Kathleen Bolter, Kyle Huisman, Iryna V. Lendel, Jeremy Morris, Sevrin Williams

Upjohn Institute Policy and Research Briefs

No abstract provided.

Strong Job Markets Don’T Just Raise Pay, They Improve Job Quality, Brad J. Hershbein, Katherine Lim, Douglas Webber, Mike Zabek

Employment Research Newsletter

No abstract provided.

Do Universities Underpay Professors? Yes, Especially Women, Zhanhan Yu, Alfonso Flores-Lagunes

Employment Research Newsletter

No abstract provided.

How Incentive Design Affects The Benefit-Cost Ratio Of Clean Energy Projects, Timothy J. Bartik

Presentations

No abstract provided.

Democratic Economic Planning From And For Social Reproduction: Foundations For A Postcapitalist Research Agenda, Sophie Elias-Pinsonnault, Bengi Akbulut, Audrey Laurin-Lamothe

Emancipations: A Journal of Critical Social Analysis

As ecological and social crises render the transformation of capitalist economic organization increasingly urgent, the resurgence of interest in democratic economic planning confronts a foundational blind spot: the systematic neglect of social reproduction. This paper argues that any genuinely needs-based planned economy must extend its scope beyond formally recognized productive activities to encompass the full spectrum of reproductive labor through which human and non-human life is sustained and regenerated. Drawing on feminist political economy and the Marxist-feminist tradition, the authors argue that meeting needs requires more than reorganizing production: it demands confronting the question of who does reproductive work, at …

Work From Home In The Public And Private Sector, Harley Frazis

Upjohn Institute Working Papers

Working from home has remained a prominent part of the labor market after the COVID-19 pandemic. However, in January 2025 President Trump issued an executive order restricting the use of work from home (WFH) in the federal government. This paper examines trends in WFH by class of worker: private for-profit, private not-for-profit, federal, state, and local government. It evaluates how WFH evolved across different classes after accounting for differences in occupation and education, with a focus on trends for WFH in the federal government, relative to the for-profit class, before and after the restriction in federal WFH. Overall, “hybrid” WFH—working …

Strong Job Markets Don’T Just Raise Pay, They Improve Job Quality, Brad J. Hershbein, Katherine Lim, Douglas Webber, Mike Zabek

Upjohn Institute Policy and Research Briefs

No abstract provided.

Local Labor Market Tightness And Job Quality: Evidence From Job Changers, Brad J. Hershbein, Katherine Lim, Douglas Webber, Mike Zabek

Upjohn Institute Working Papers

Using novel data from the Survey of Household Economics and Decisionmaking, we examine how labor market tightness affects workers’ job quality. We estimate that a 10 percent increase in job vacancies not only increases the probability of changing jobs, it yields an 11–18 percent increase in the (unconditional) probability of switching to a better job overall, and one with greater pay and benefits, interest in the work, and advancement opportunities. Because tight labor markets improve both worker pay and job amenities in roughly the same proportion, their benefits to workers are underestimated when based on pay alone.

How Migrants Fleeing The Mexican Drug War Changed American Labor Markets, Mark Borgschulte, Yuci Chen, Eduardo Medina-Cortina

Upjohn Institute Policy and Research Briefs

No abstract provided.

Impacts Of Climate Hazards On Employment And Earnings By Hazard Type, Industry, Race, And Ethnicity, Dania V. Francis, Keren M. Horn

Sustainable Solutions Lab

We examine the relationship between climate-related disasters and subsequent county-level aggregate employment and earnings. We combine earnings and employment data from 2000 to 2023 with data on disasters to estimate local projection impulse response functions relating extreme disaster events to cumulative percent changes in employment and earnings. On average, disasters appear to reduce employment growth three to five years post disaster. There are small positive impacts on earnings. These results are largely driven by responses to hurricanes and tropical storms. Key rebuilding industries such as construction see short-term gains in employment that turn to losses in the longer-term that are …

Navigating Unemployment Without Unemployment Insurance: Evidence From Singapore, Kim, Lanjie Wang

Research Collection School Of Economics

This study investigates the short-term impacts of unemployment among older workers (aged 50–62) in Singapore, a setting with-out public unemployment insurance. Using monthly panel data from the Singapore Life Panel, we analyse dynamic effects onmajor life outcomes such as income, spending, health, and subjective wellbeing over 2 years post-unemployment. Our findingsreveal substantial initial earnings losses with incomplete recovery: income remains 50.7% below pre-unemployment levels after24 months. Despite this persistent income gap, total household expenditure declines by 9.8% on average over 2 years (rangingfrom 7% to 16% across months). The implied two-year marginal propensity to consume is about 0.182, smaller than …

Data-Driven Decision-Making Capacity Of State Vr Agencies, Catherine Ipsen, Christopher Clapp, Jordan A. Costello

Employment

Federal agencies are required to use data to support policy and program decisions. This factsheet explores VR capacity to use their data to shape decision-making and develop return on investment (ROI) models.

A Rationale For Social Return On Investment, Catherine Ipsen, Christopher Clapp, Jordan A. Costello

Employment

This fact sheet compares the utility of two different return on investment (ROI) models for assessing the value of VR services. In this fact sheet, the research team compares data from the Virginia VR program to demonstrate differences between the social and taxpayer ROI models and makes a case for using social ROI for assessing VR services.

The Unintended Consequences Of International Student Shortage: Evidence From South Korea, Chung-Yoon Choi, Syngjoo Choi, Seonghoon Kim, Jongkwan Lee

Research Collection School Of Economics

We study the role of international students in the higher education sector and the local economy by exploiting a policy reform in South Korea that restricted the admission of foreign students to local universities. By comparing the pre- and post-reform differences across universities with different pre-reform shares of international student enrollment, we show that an international student shortage resulting from this policy reform significantly worsened the financial outcomes of universities and consequently led to reduced investment in their students. We also document that a reduction in the number of international students in local areas decreased native employment, mainly in low-skilled …

Occupation Ladders Over The Business Cycle, Ismail Baydur, Toshihiko Mukoyama

Research Collection School Of Economics

This paper studies occupational mobility over the business cycle. We divide occupations into two broad groups, “attractive” and “nonattractive”, where we label an occupation attractive if the total net inflow into this occupation through job-to-job transition is positive. We measure total net inflows into both occupation groups. We measure these inflows separately for job-to-job transitions and transitions from unemployment to employment. We find that the net inflow from nonattractive to attractive occupations through job-to-job transitions slows during recessions. The net inflow through transitions from unemployment has a similar cyclicality. This finding suggests a novel cost of recession: during recessions, workers …

Bearcat Advantage: Year Two Evaluation Report, Michelle Miller-Adams, Kyle Huisman, Bridget Timmeney, Kevin Hollenbeck

Reports

No abstract provided.

Close To Home? Five Key Facts About Child Care Customer And Worker Commutes, Gabrielle Pepin, Jonathan Borowsky, Elizabeth E. Davis, Aaron Sojourner

Upjohn Institute Working Papers

Parents often cite location and convenience as important factors in choosing a child care provider. We use data on individual mobility from GPS in cell phones to study commutes to each licensed early childhood care and education (ECE) provider in 14 states separately for center customers, center workers, and customers of home-based child care providers. We document five key facts about ECE customer and worker commutes. One, center customers and workers commute farther than home-based customers to ECE providers. Two, substantial shares of customers and workers commute 10+ miles to their ECE provider. Three, commute distances to ECE providers vary …

Parental Gender Bias In Youth Employment Standards: Evidence From Upper Egypt, Mahmoud Saeed

Theses and Dissertations

Youth unemployment remains a critical challenge in Egypt, with female labor force participation among the lowest globally. While structural factors such as limited job creation and public sector contraction are well-documented, the role of family-level decision-making in constraining women's labor market entry has received limited quantitative attention. This thesis examines parental gender bias in employment standards in Upper Egypt, investigating whether and how parents impose systematically different job requirements for daughters compared to sons. Using primary survey data from 17,284 unemployed youth aged 18-35 across six governorates, paired with responses from their parents, this study analyzes parental preferences across six …

Michigan's Automotive Workforce Transition, Erik Vasilauskas, Michael Horrigan

Upjohn Institute Technical Reports

This report examines how changes in automobile production, specifically the shift from internal-combustion-engine (ICE) vehicles toward hybrids and battery-electric vehicles (BEVs), are likely to affect employment in Michigan’s automotive manufacturing and distribution system over the next decade. The goal is to quantify how many jobs in Michigan depend on the automotive supply chain today, how that employment has evolved since the early 2000s, and how it may change through 2030 under alternative production-and-demand scenarios. The results are intended to inform the workforce planning and community transition strategies of the Michigan Department of Labor and Economic Opportunity’s Community and Worker Economic …

The Economic Benefits And Costs Of State And Local Incentives For Clean Energy Projects, Timothy J. Bartik, Gerrit Anderson, Brian J. Asquith, Kathleen Bolter, Kyle Huisman, Iryna V. Lendel, Jeremy Morris, Sevrin Williams

Upjohn Institute Technical Reports

This report evaluates the benefits and costs of investment incentives for 50 large clean energy supply chain manufacturing and infrastructure projects. The findings suggest that these incentives generate modest but typically positive economic returns, with a median benefit-cost ratio of 1.47, meaning benefits exceed costs by 47 percent for the typical project. Returns vary significantly across projects—approximately 70 percent of projects produced net positive benefits over a 20-year period, while 30 percent failed to recover incentive costs. Project performance depends heavily on incentive design and local conditions. Excessively large cash incentives reduce returns, while customized services, strong job multipliers, investment …

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

Transitioning To Privatization With An Employee-First Approach: The Role Of The Employee Success Team, Hanna E. Andersen

Certified Public Manager® Applied Research

Convention centers are vital economic and cultural assets, driving commerce, tourism, and local engagement. In addition to hosting conferences and trade shows, they serve as gathering spaces for civic events and community celebrations. Like many municipalities, the City of Waco shifted the Waco Convention Center from direct municipal operation to private management to improve efficiency and service quality. Guided by its commitment to community assets, the city adopted an employee-first approach through its Employee Success Team (EST). The EST addressed the challenges of privatization—such as staff uncertainty and restructuring—by placing employees in roles within the city or with the new …

Towards An Inclusive Labour Market: Skills For The Future, Eva Erjavec

Economic and Business Review

In the transition to a knowledge-based society, human capital has become a key driver of economic growth, innovation, and social progress. As industries evolve and new technologies reshape labour markets, the development of future skills plays a crucial role in ensuring workforce adaptability, productivity, and long-term competitiveness. A bibliometric analysis aims to examine the importance of human capital for economic growth and the transition to a knowledge economy, synthesizing existing research and academic discussions. By systematically reviewing the literature, this paper seeks to provide insights into how skills and education contribute to sustainable economic development and social resilience. Furthermore, it …

Essays On Health And Immigration Policy, Selen Ozdogan

Dissertations, Theses, and Capstone Projects

This dissertation consists of two essays in applied microeconomics, each examining how individuals and institutions respond to policy changes. Both essays leverage natural experiments and recent advances in difference-in-differences estimation to identify causal effects. Both also speak to a common theme in public policy: the gap between intended and actual consequences of government intervention, and the role that policy design plays in shaping those consequences.

The first essay examines the impact of state-level e-cigarette excise taxes on nicotine and tobacco exposure among adults aged 18 and older. A central contribution is its use of individual-level panel biomarker data from urine …