Education Economics Commons^™

Bridging The Gap Between Career Expectations Versus Labor Market Realities, Reinette P. Madrid, Grethel T. Ledesma, Ignatius Aryono Putranto, Jyro B. Triviño

Leadership and Strategy Faculty Publications

Most students lack awareness regarding the labor market outcomes for their chosen college majors. This study aims to answer what factors affect the career expectations of graduating students at Quezon City University and how these expectations align with the prevailing labor market situation. It employed descriptive, causal, and explanatory research using a sample of 108 respondents from fourth-year information technology students for the school year 2021 to 2022. Eight of the nine null hypotheses were rejected by employing multinomial logistic and linear regression. Student fixed effects and other labor market outcomes significantly predicted salary, estimated stability, and estimated skills in …

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 …

Religion And Economics: The Economic Views Of Catholicos-Patriarch Ilia Ii Of Georgia, Giuli Giguashvili

Occasional Papers on Religion in Eastern Europe

The paper examines the impact of religion on a country’s economic development, analyzing how religious values and institutions influence economic behavior. The research employs a qualitative, comparative, and historical approach based on the systematic analysis of primary and secondary sources. Religion can promote economic growth by strengthening work ethics, education, and social order. Still, it may also hinder development through inefficient resource allocation and regulatory influence. In the context of the 1700th anniversary of Christianity in Georgia, the study highlights the relationship between Orthodox teaching and economic thought. Drawing on the epistles and sermons of the Catholicos-Patriarch of All Georgia, …

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

Reports

No abstract provided.

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

Employment Research Newsletter

No abstract provided.

Perdagangan Lintas Batas Dan Perubahan Sosial Masyarakat Desa Entikong Di Perbatasan Indonesia–Malaysia, Okianna Okianna, Yoga Mandala, Sandra Fitria Wardani

Jurnal Administrasi Bisnis Terapan

This study examines the patterns and mechanisms of cross-border trade and its contribution to social change among economic actors in Entikong Village, a border area between Indonesia and Malaysia. The research aims to identify formal and informal trade patterns, the factors influencing economic activity, and the socioeconomic impacts experienced by local economic actors. A descriptive qualitative approach was employed, with eight informants selected purposively, comprising a village government official, two porters, two parking attendants, one herbal-medicine vendor, one street vendor, and one food-stall operator in the vicinity of the Entikong Border Crossing Post (PLBN). Data were collected through in-depth interviews …

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 …

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

Reports

No abstract provided.

Expanding The Cognitive Attentional Standards Platform Through Artificial Influence Assessment (Aia): Rationale, Development, And Measurement Design, Delante Clark

Graduate Scholarship and Creative Works

Artificial intelligence is increasingly shaping how individuals access information, make decisions, and interact with digital environments. The Cognitive Attentional Standards Platform (C.A.S.) was developed to assess attention related harms, cognitive safety, digital autonomy, and platform influence across digital systems (Clark, 2026). However, the growth of generative AI, conversational agents, and algorithmic decision support technologies has introduced new forms of influence that may not be fully captured by existing assessment domains. This paper proposes the Artificial Influence Assessment (AIA) as an expansion of the C.A.S. framework designed to measure AI mediated influence on cognition, behavior, autonomy, and information processing. Drawing on …

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

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 …

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.

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

Upjohn Institute Policy and Research Briefs

No abstract provided.

Solving Affordability Challenges In Education, Housing And Childcare, Brad J. Hershbein, Michelle Miller-Adams, Brian J. Asquith, Chloe R. Gibbs

Presentations

These three presentations emphasize that affordability challenges across education, housing, and childcare stem from structural market and policy frictions, and that effective solutions require coordinated public investment, simplified systems, and attention to both supply and demand. The first presentation argues that while college tuition growth has slowed and aid has increased, affordability challenges persist due to complexity, misperceptions, and uneven costs, and it advocates for simple tuition-free programs combined with investments in advising, streamlined pathways, and stronger school-to-work connections. The second presentation highlights a growing housing affordability crisis in the Rust Belt driven by aging housing stock and limited supply, …

Exploring Self-Sufficiency And Economic Behavior In Economic Education Students, Rizza Megasari, Sheerad Sahid

International Conference on Business and Management Research (ICBMR)

This study investigates the self-sufficiency and economic behaviors of economics education students, focusing on how independent living shapes their financial management, consumption habits, and overall approach to life. Data was collected through in-depth interviews, using a question list informed by literature on 21st-century skills, sustainable development, and self-sufficiency. The interview explored the student's understanding and practice of self-sufficiency, examining their experiences with financial management (budgeting, saving, spending), living arrangements (boarding house choices, facilities, and habits), consumption patterns (food, clothing, transportation), and engagement in self-reliant activities (cooking, minor repairs). The study highlights the interplay between economic knowledge, personal values, and practical …

Monopsony In Academia And The Gender Pay Gap: Evidence From California, Zhanhan Yu, Alfonso Flores-Lagunes

Upjohn Institute Working Papers

We investigate monopsony power in a highly skilled labor market made up of tenure-ranked faculty in the University of California system, and analyze differential monopsony power exposure by gender. We infer the campus-level labor supply elasticity by estimating the elasticity of separations utilizing individual-level faculty data and two instruments based on campus revenues and salary scales. We find that the “exploitation rate,” a common measure of monopsony power, is about 7% for tenure-ranked faculty. There is a statistically significant difference in the monopsony power experienced by male and female faculty that appears to account for a relatively small percentage of …

The Hypocrisy Of The Wizards—A Proposal To Correct Incentives In Higher Education Loan Financing, Caden Benedict

School of Public Policy Capstones

This paper explores the origins of the student loan debt crisis and proposes tying university incentives to graduates' repayment plans and disclosing median earnings for degrees before students apply. Specifically, while there are numerous factors explaining why the price of education has increased dramatically since the 1970s, this paper proposes solutions that will specifically target university moral hazards by requiring universities fund: (1) the current subsidies to federal student loan repayments under income-driven plans as the House of Representatives intended before the Senate removed "risk-sharing," and (2) bankruptcy law discharge amounts. Moreover, requiring universities to disclose the median earnings of …

Flex, Pivot, Sustain: Adaptive Design Of Promise Programs, Michelle Miller-Adams, Jennifer Iriti

Reports

The design of a Promise program or place-based college scholarship requires community partners to make three key decisions: 1) Which students are eligible, 2) Where can students use the scholarship?, and 3) How should the scholarship be structured? Changes in available funding may affect all three decisions. This practice brief, developed in conjunction with the Kresge Foundation, lays out key principles for redesigning Promise programs when available funding changes, providing three case study examples to illustrate how program officials navigated redesign choices.

More Hours, More Work: Head Start Expansions Boost Maternal Employment, Chloe R. Gibbs, Esra Kose, Maria Rosales Rueda

Upjohn Institute Working Papers

Women’s employment remains highly sensitive to childcare constraints, making childcare availability a critical lever for supporting mothers’ labor force attachment. We study the effects of expanded full-day programming in Head Start, using the 2016 federal funding initiative that targeted grantees with low full-day enrollment. Linking administrative program data, geo-coded center locations, and household data on employment, we estimate a difference-in-differences design by comparing mothers of young children in treated and untreated areas. The policy increased full-day enrollment by 19 percent and raised single mothers’ employment (1.9%), hours (2.5%), and earnings (6.5%). Results show that extending program duration meaningfully improves maternal …

Human Capital And Labor Market Effects Of Elite Schooling In England, Scotland, And Wales: New Causal Evidence From Nonparametric Bounds, Zhanhan Yu, Vikesh Amin, Carlos A. Flores, Alfonso Flores-Lagunes, Giuseppe Germinario

Upjohn Institute Working Papers

We estimate the causal effect of attending elite schools in England, Scotland, and Wales on human capital and labor market outcomes for cohorts of children from the 1958 National Child Development Study and the 1970 British Cohort Study. For identification, we employ a nonparametric partial-identification approach that provides bounds on the causal effect by assuming that, on average, there is positive selection into elite school attendance, and that attending an elite school does not worsen average potential human capital or labor market outcomes. The bounds indicate that there could possibly be large education and labor market returns from attending an …

Early Learning Across Decades: Advances In Measuring Head Start Effectiveness, Chloe R. Gibbs

Upjohn Institute Working Papers

The Head Start program, launched in 1965 and targeted to children from disadvantaged backgrounds, remains the largest early childhood care and education (ECE) program in the United States and the only one deployed at the federal level. As such, the Head Start literature spans several decades and now allows for synthesis of findings from different contexts, time periods, and research designs. This paper provides a comprehensive assessment of the rigorous evidence measuring Head Start’s effects on children, their families, and society. The focus is on how (1) the contrast between program and counterfactual conditions, (2) takeup of the program among …

The Impact Of Student Achievement On Economic Growth: A Pisa-Based Analysis Of Gdp Per Capita, Emma Rose Nasr

Undergraduate Theses and Capstone Projects

This study investigates the extent to which international student achievement, measured through PISA assessments in mathematics, reading, and science, explains cross-country differences in economic development. Using an unbalanced panel data set combining PISA results from 2015, 2018, and 2022 with macroeconomic indicators from the World Development Indicators, I estimate multiple regression models, including pooled OLS, country and time fixed effects, and subsample analyses for developed and developing countries. Results from the pooled model indicate strong positive associations between PISA scores and GDP per capita, consistent with human capital theory. However, these relationships diminish under fixed effects specifications, suggesting that cross-country …

Partisipasi Pendidikan Menengah Atas Dan Perkawinan Remaja Perempuan 16–18 Tahun Di Indonesia, Herjuno Bagus Wicaksono, Diahhadi Setyonaluri

Jurnal Ekonomi dan Pembangunan Indonesia

This study examines the relationship between upper secondary education participation and early marriage among women aged 16–18 in Indonesia. Using district-level panel data for 2014–2023, the analysis applies a fixed effects regression to estimate the association between the female net enrollment rate and marriage prevalence among adolescent women. The results indicate that higher participation in upper secondary education is associated with lower early marriage rates. Socioeconomic factors and the implementation of the Marriage Law Reform are also relevant contributors. These findings suggest the importance of expanding access to upper secondary education as part of broader efforts to reduce early marriage.

But Who Are The Victims? Reassessing The 568 Higher Education Cartel, James V. Koch

Economics Faculty Publications

Thirty prestigious independent American institutions of higher education were at some time members of the 568 higher education group (often labeled a cartel). Seventeen of them were sued by the U.S. Government and representative students who alleged that their meetings and deliberations resulted in collusion that caused students to pay higher prices. Twelve of the seventeen institutions subsequently settled their cases and by 2024 collectively had paid $284 million to do so. However, an inspection of these institutions' pricing reveals that the median 568 Group institution lowered its average real net annual cost to its undergraduate students by 19.07% between …

From Financial Education To Financial Decisions: Evidence On College Financing, Personal Finance Behavior, And Student Attitudes, Dongwei Shi

University of Kentucky Doctoral Dissertations

I examine how financial education shapes students’ financial knowledge, college financing decisions, and longer-term financial behavior.

The first chapter studies whether taking high school financial education in Kentucky affects students’ college financing decisions using linked administrative records on high school course-taking and postsecondary financial aid. Using school-level financial education course availability as an instrument, the chapter evaluates whether exposure to financial education is associated with differences in student loan borrowing and receipt of need-based aid.

The second chapter examines whether exposure to state high school financial education mandates improves financial literacy and longer-term personal finance behavior among U.S. adults. Using …

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 …

Does Investing In Schools Reduce Violent Crime?, Jamein Cunningham, Monique E. Davis, Kenneth Whaley

Presentations

No abstract provided.

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 …

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 …