Labor Economics Commons^™

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 …

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

Presentations

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 …

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 …

Upjohn Regional Economic Outlook, Iryna V. Lendel, Chloe Wieber, Sevrin Williams, Gerrit Anderson, Lee Adams, Emily Petz

Reports

No abstract provided.

Workforce Dynamics In Michigan's Upper Peninsula: Trends, Shocks, And Projections Through 2030, Iryna V. Lendel

Presentations

Michigan’s Upper Peninsula is navigating a complex economic transition shaped by demographic change, workforce aging, and sectoral concentration. While the region has experienced long-term population decline, its labor force has remained stable due to rising participation among older workers. At the same time, the U.P.’s economy remains highly concentrated in extraction, construction, and production industries. These industries offer strong wages but are sensitive to economic cycles.

This presentation highlights key findings on workforce structure, industry specialization, and the region’s capacity to respond to potential shocks, including major employer closures. Evidence shows substantial skill overlap across industries, creating opportunities for worker …

Workforce Dynamics In Michigan’S Upper Peninsula: Trends, Shocks, And Projections Through 2030, Iryna V. Lendel, Chloe Wieber, Sevrin Williams, Gerrit Anderson, Lee Adams

Upjohn Institute Technical Reports

This report examines the economic and workforce dynamics of Michigan’s Upper Peninsula (U.P.) through 2030, highlighting the region’s ongoing transition during population decline, workforce aging, and structural labor shortages. Despite these pressures, the U.P.’s labor force remains relatively stable due to increased participation among older workers, partially offsetting declines in prime-age cohorts. The region’s economy is highly specialized, with strong concentrations in extraction, construction, and production industries—sectors that offer high wages but are vulnerable to cyclical economic downturns.

Using a combination of demographic analysis, occupational data, and industry projections, the study identifies significant skill overlap across key industries, suggesting potential …

Updated Kalamazoo County Housing Plan 2025, Emily Petz, Val Klomparens, Gerrit Anderson, Lee Adams

Reports

A healthy housing continuum provides homes for those in a range of incomes or in different life situations. Kalamazoo County has a shortage of housing units at multiple price points. Low rates of construction, high construction costs, increased demand from a growing population, and housing costs that are increasing faster than wages have contributed to the shortage and affordability issues. This update completed in Spring of 2025 includes new housing assessment and demand numbers to incorporate the impact of the Ford BlueOval Battery Park in Marshall. The demand shows a total of 8,000 units are needed by 2030. If all …

Economic Outlook Of Battle Creek: Challenges And Opportunities, Iryna V. Lendel, Chloe Wieber, Sevrin Williams, Gerrit Anderson

Upjohn Institute Technical Reports

This report by the W.E. Upjohn Institute for Employment Research examines labor market dynamics in Battle Creek, finding that roughly 75 percent of jobs in the city are held by workers who live outside the city limits, with significant skill mismatches between city residents and local employer needs. This mismatch helps explain persistently low wages, elevated poverty rates, and high reliance on public assistance among city residents despite a strong manufacturing base and growing logistics, food processing, and machining sectors. Limited housing supply, inadequate public transportation, and childcare shortages further restrict residents’ access to employment. The report underscores the urgency …

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 …

Berrien County Talent Ecosystem, Lee Adams, Val Klomparens

Reports

No abstract provided.

An Economic Impact Analysis Of Rx Kids In Flint, Michigan, Timothy J. Bartik, Brad J. Hershbein, Iryna V. Lendel, Sevrin Williams

Reports

No abstract provided.

Ten Lessons In Public–Private Partnerships To Create Good Jobs, Kathleen Bolter, Timothy J. Bartik, Brad J. Hershbein, Michelle Miller-Adams, Alfonso Hernandez, Kyle Huisman, Bridget Timmeney

Reports

No abstract provided.

Upper Peninsula Regional Economic Development Strategy, Iryna V. Lendel, Chloe Wieber, Gerrit Anderson, Sevrin Williams

Upjohn Institute Technical Reports

This comprehensive report describes the economy of Michigan’s Upper Peninsula, outlining both persistent issues and emerging opportunities. The region faces several structural challenges, including a decline in prime-age workers and bachelor’s degree attainment that falls below state and national averages, while shortages in housing and healthcare further limit its ability to attract and retain residents. Despite those challenges, the U.P.’s universities, longstanding industries, abundant natural resources, and robust outdoor recreation economy provide strong foundations for future development. The report recommends strategies such as strengthening retention of the talent pipeline, expanding housing and healthcare capacity, fostering small and mid-sized firms in …

Analisis Dampak Kebijakan Insentif Fiskal Terhadap Tingkat Komponen Dalam Negeri (Tkdn) Industri Manufaktur Di Indonesia, Muhammad Muhammad, Riyanto Riyanto

Jurnal Kebijakan Ekonomi

Over the last decade, the manufacturing sector's contribution to Indonesia's economy has declined. In 2010, it was 29.10% of GDP, but by 2022, it had dropped to 19.14%. Employment in the sector also fell, from 14.91% of the workforce in 2010 to 13.80% in 2022. To reverse this trend, the government introduced a policy to boost the Domestic Component Level (DCL) in manufacturing. By offering fiscal incentives to industries meeting certain DCL targets, the government aims to drive economic growth and job creation. A study using BPS data from 2008-2019 shows that this policy raised DCL by 23.5%.

Abundance Strategies Should Promote Abundant Jobs In Distressed Places, Timothy J. Bartik

Upjohn Institute Policy Papers

A prominent recent policy debate is about “abundance policies”: policies to make it easier to build housing or infrastructure, deliver government services more quickly and more efficiently, and expedite the public funding of the most innovative and socially impactful research. In this essay, I argue that abundance advocates often mistakenly ignore or have a negative attitude toward “place-based policies.” These place-based policies would seek to increase employment rates, particularly in good jobs, in two types of distressed places that lack abundant job opportunities: distressed local labor markets and distressed neighborhoods. Both the goals and means of place-based policies fit into …

Short-Run Fiscal Effects Of Expanding Michigan's Preschool Program To Be Universal, Timothy J. Bartik

Upjohn Institute Policy Papers

This policy paper provides some updated estimates of the short-run fiscal effects of expanding Michigan’s state-funded preschool program, the Great Start Readiness Program (GSRP), to encompass universal access for Michigan’s four-year-olds. This is an update to Policy Paper No. 2025-034, which analyzed the economic and fiscal effects of Michigan’s current GSRP program as compared to the state having no program. The update takes advantage of a high-quality recent study of the economic effects of universal preschool programs in nine states, authored by Jackson, Turner, and Bastian (2025). Using the estimated economic effects of universal preschool from this recent study, …

Accounting, Marketing, And Technology Needs Of Black Women Business Owners In Pennsylvania Economically Distressed Communities, Darlene Booth-Bell

Pennsylvania Economic Review

In this study, we examine the survey and asynchronous interview responses of thirty-six Black women business owners to determine their self-identified needs in accounting, marketing, technology, and other business services such as supply chain knowledge, and technology. Our participants are located in small, economically distressed towns in Pennsylvania, where the number of families living below the poverty line is greater than the national average, and other indicators place these towns in a category of economically distressed. Respondents indicated a need for assistance with cash flow management and access to capital. Respondents also indicated a need for assistance with networking, online …

Pengaruh Demokrasi Terhadap Pertumbuhan Ekonomi Daerah Di Indonesia, Jayanti Kusumaningrum Utomo, Widyono Soetjipto

Jurnal Ekonomi dan Pembangunan Indonesia

This study observes that previous research on the relationship between democracy and economic growth has produced ambiguous outcomes. The aim of this paper is to estimate the relationship between democracy and regional economic growth in Indonesia. Using a fixed effects model with 374 provincial-level observations, the results indicate a statistically significant and positive relationship between democracy and regional economic growth in Indonesia.

Chains Of Knowledge: Slavery, Low-Wage Labor, And The Role Of Intellectual Property In Antebellum Georgia (1789 To 1865), Kris Kallies

Journal of the Patent and Trademark Resource Center Association

This article investigates Georgia’s engagement with intellectual property from 1789 to 1865, with an epilogue to 1920, arguing that the state’s economic reliance on unfree labor systems profoundly shaped its approach to technological innovation. Drawing from a newly constructed, state-specific patent database, the study reveals that Georgia’s low patenting rates—examining the areas of in mining and metallurgy, textiles, and the establishment of the Confederate Patent Office during the American Civil War—was not indicative of technological stagnation, but rather evidence of a region where innovation was informal, experiential, and embedded in labor hierarchies. The article advances the argument that the absence …

Tulsa Remote’S Benefits For Other Tulsa Residents: Results And Implications, Timothy J. Bartik

Presentations

No abstract provided.

The Effects Of Tulsa Remote On Inducing Moves To Tulsa: Estimates And Implications, Timothy J. Bartik

Upjohn Institute Technical Reports

Tulsa Remote is one of the largest of over 100 remote worker attraction programs in the United States. Since its beginning in 2018, the program has provided generous incentives ($10,000 for moving to Tulsa and staying one year), along with accompanying networking services and incentives to encourage entrepreneurship, to over 3,000 Tulsa Remote member households, selected out of tens of thousands of applicants. Tulsa Remote’s purpose is to promote economic development in Tulsa. Tulsa Remote members spend more locally and generate fiscal benefits, as well as start up businesses and help make Tulsa more attractive for high-tech job growth. These …

Federal And State Governments Can Help Solve The Employment Problems Of People In Distressed Places To Spur Equitable Growth, Timothy J. Bartik

Upjohn Institute Policy Papers

Places in the United States differ greatly in their residents’ access to jobs, especially good jobs. Although the federal and state governments provide about $80 billion annually to create jobs through multiple programs, these job-creation initiatives are rarely targeted to economically distressed places, where the job-creation benefits for local residents are greatest. Moreover, many of these programs take the form of business tax incentives, which are less effective at job creation than customized services for businesses and workers. I argue that the prime-age employment rate of places should be used to target job-creation programs and review which such programs are …

Oshtemo Township Housing Plan 2023, Emily Petz, Dakota Mccracken, Gerrit Anderson, Lee Adams, Brian Pittelko

Reports

No abstract provided.

How Even Luxury Housing Can Help Solve The Housing Shortage, Kathleen Bolter

Reports

No abstract provided.

Gig Economy Sebagai Sumber Ekonomi Baru Penduduk Kelas Menengah Di Jakarta, La Ode Ahmad Arafat, Siectio Dicko Pratama, Rizal Rahadiana

Jurnal Ekonomi Kependudukan dan Keluarga

The weakening purchasing power of the middle class in Jakarta due to income stagnation and rising prices has encouraged the search for additional sources of income. The gig economy, which offers flexibility and higher income opportunities, is a potential alternative. This study aims to analyze the characteristics of middle-class workers and gig workers and measure the potential of the gig economy in increasing income. Analysis of the 2023 National Labor Force Survey (Sakernas) shows that 82.42% of Jakarta workers are middle class, the majority of whom have a high school education with an average income of 4.8 million rupiah per …

Resident Participation Survey, Regional And Economic Planning Services, W.E. Upjohn Institute For Employment Research

Reports

No abstract provided.

Three Essays On Local Labor Markets, David Henry Nason

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation consists of three essays that employ applied econometric analysis to examine issues related to local labor markets. These analyses explore three distinct sources of structural change or policy interventions and evaluate their implications for regional labor markets. I examine the impact of occupational skill endowments on regional resilience to a recessionary shock, how exposure to increases in employer skill demand affects local labor markets, and whether grants extended by an existing federally chartered regional commission have a positive impact on distressed local labor markets within its service area.

The first chapter of this dissertation studies the impact that …

When Dollar General Comes To Town, Benjamin Williams

ENGS 15.11: Design and Education

Since 2008, Dollar General has grown from 8,222 to 18,130 locations, becoming a staple of rural communities across America. These discount stores have had, and continue to have, a widespread impact on these communities. This lesson aims to inform students of these impacts, while also addressing how towns are responding to the entrance of Dollar Generals. The lesson will equip students to consider the different perspectives involved in this trend. Key concepts that will be discussed include food deserts, rural transportation difficulties, labor costs, and pricing competition.

Five Key Lessons For Five Core Groups Shaping Place-Based Policy, Kathleen Bolter, Timothy J. Bartik, Brad J. Hershbein, Michelle Miller-Adams, Alfonso Hernandez, Kyle Huisman, Bridget Timmeney

Reports

No abstract provided.