Publications
"How Economic History Explains the US Gun Control Stalemate: Lessons from Labor Law." Forthcoming, Journal of Economic Issues.
Abstract: Recent mass shootings have renewed and intensified the demand for greater firearms regulation in the US; yet meaningful reform has been mired in political impasse for decades. I use a simple game-theoretic model to argue that the impasse is not the product of a polarized Congress or a particularly vocal minority, but the result of a three-sided commitment problem rooted in a uniquely American context. Remarkably, labor law concerning unions in the early twentieth century overcame very similar obstacles and now poses an insightful rhyme to modern-day gun law. Lessons from economic history thus indicate a strategic path forward.
"The Relationship between Working Capital Management and Corporate Profitability for US Construction Companies" with Hashem Esfahani, John Killingsworth, and Chris Harper. Forthcoming, Journal of Financial Management of Property and Construction.
Abstract: The going concern for any company, and certainly a construction company, is profitability. And how a company manages its assets and liabilities can have a direct effect on profitability. Thus, the relationship between a company’s working capital (current assets less current liabilities) and other financial metrics are studied for their impact on profitability. This study applies regression analysis to estimate the strength of relationships between profitability and well-established measures of working capital within the U.S. construction industry. A dataset of over 6,000 annual financial statements from construction companies was used, stratified by company revenue size. The findings of the study are intuitively unconventional – suggesting that extending credit terms provides pecuniary benefits to companies. The study does present a fundamental relationship between working capital and profitability, however a causal relationship could not be established.
"Wood Waste Reduction Through Volumetric Modular Building Techniques" with Katie Bond, John Killingsworth, Jon Elliott, and Steven Conrad. 2025, Cleaner Waste Systems, Vol. 11.
Abstract: In 2018, the United States’ construction and demolition sector produced 41 million tons of wood waste, 73% of which went to landfills. Transitioning to a circular economy is one way to reduce organic construction waste in landfills and, therefore, reduce methane emissions. Modular construction techniques present one approach to advance circular economy in construction. This study examines whether volumetric modular construction produces less wood framing waste than traditional site-built construction. Using a comparative case study method, researchers found that the controlled factory environment of volumetric modular construction allowed for substantially increased wood waste aversion and diversion over traditional site-built construction. Our findings suggest wood waste savings of 32% and an 88-91% reduction in waste that went to the landfill. Even allowing for differences in measurement accuracy and the inferential limitations of case studies, our results provide new evidence regarding the relative efficiency and environmental impact of volumetric modular construction. Further, this study highlights that modular construction techniques intrinsically support the aims of a circular economy through elimination of waste through superior design and systems. While this study focused on wood materials within a given industry sector and region, opportunities for further research to expand this study through the investigation of other materials within the off-site construction industry exist.
"A Game Theory Perspective on Delivery Methods in Construction." with John Killingsworth. 2023, Lean Construction Journal, pp. 21-40.
Abstract: Integrated Project Delivery (IPD) in construction has long been celebrated for its ingenuity and efficiency, yet few principals (project owners and, or developers) choose it as a procurement method. We take a game theoretic approach to explain why this might be the case and expose the market failures that principals might be ignoring by choosing traditional methods over IPD. Our primary insight is that traditional design-bid-build projects encounter pervasive moral hazard problems that reduce the efficiency of construction and create conflict between participants. Informed by interviews with IPD participants, we model the important strategic and social advantages of IPD that complement more well-known efficiency advantages.
"The Decline of U.S. Labor Unions: Import Competition and NLRB Elections." 2023, Labor Studies Journal, Vol. 48 (1), 4-34.
Abstract: Why has private sector union participation fallen away so much in the United States since the late 1950s? Featuring an improved dataset on National Labor Relations Board (NLRB) representation elections, I present evidence that import penetration accounts for 42-55% of the decline in union formation for U.S. manufacturing. This estimate translates to 5-6% of the decline in private sector union density. The effect is driven by trade with low-income countries and, to some extent, other high-income countries. China is not a factor early on, but their strong import growth since 2000 can account for about 11 percentage points of the total decline.
"Decomposing the Decline of Unions: Revisiting Sectoral and Regional Shifts." 2023, Industrial and Labor Relations Review, Vol. 76 (2), 387-411.
Abstract: This study uses newly disaggregated National Labor Relations Board (NLRB) election data to revisit the theory that sectoral and regional shifts in economic activity contributed substantially to private-sector union decline in the United States. Unlike most studies, which focus on differential employment growth among union and non-union establishments, this article focuses on how such shifts may have affected organizational rates themselves. Improved data permit a shift-share decomposition that indicates that approximately 40% of the decline in union elections is in response to sectoral shifts, the majority attributable to changes within each sector. Moreover, in an update to Dickens and Leonard’s 1985 study, the author shows that declining organization rates since 1980 are responsible for a decline in union density of 5.4 percentage points.
"Bargaining and Conflict with Up-front Investments: How Power Asymmetries Matter," with Stergios Skaperdas, 2020, Journal of Economic Behavior and Organization, Vol. 176, 212-225.
Abstract: We examine settings---such as litigation, labor relations, or arming and war---in which players first make non-contractible up-front investments to improve their bargaining position and gain advantage for possible future conflict. Bargaining is efficient ex post, but we show that a player may prefer Conflict ex ante if there are sufficient asymmetries in strength. There are two sources of this finding. First, up-front investments are more dissimilar between players under Conflict, and they are lower than under Bargaining when one player is much stronger than the other. Second, the probability of the stronger player winning in Conflict is higher than the share received under Nash bargaining. We thus provide a rationale for conflict to occur under complete information that does not depend on long-term commitment problems. Greater balance in institutional support for different sides is more likely to maintain peace and settlements.
Supplementary Appendix. Mathematica Notebooks.
"Why Are There Strikes?" with Kyung nok Chun and Stergios Skaperdas, 2020, Revue D'Economie Politique, Vol. 130, No. 6.
Abstract: Strikes, just as other types of conflict, used to be difficult to explain from an economic perspective. Initially, it was thought that they were a result of mistakes or irrationality. Then, during the 1980s an explosion of research brought asymmetric information to prominence as a significant cause of strikes. After reviewing such long-standing potential explanations, we go over some more recent ones. When a strike changes the future strategic positions of unions relative to firms compared to a bargain, then a strike can ensue; significantly, the more important the future is considered to be (i.e., the higher is the discount factor), the more likely a strike is. In a new model we show how solidarity based on identification with the union can lead to strikes. Additionally, power asymmetries, reputation-building, and internal union politics can account for strikes within a rational-choice, economic perspective.
Non Peer-Reviewed Completed Work
"Gun Control: Regulation, the US Case" entry in Encyclopedia of Law and Economics, edited by A. Marciano and G.B. Ramello, December 2024.
"Hidden Costs and Unheralded Virtues: Design-Bid-Build versus IPD" with John Killingsworth, March 2024, Lean Construction Institute.
"The Surprising Disappearance of Labor Unions in Rural America" with Cindy Vo and Ellery Osborne, 2023, June Report for REDI at CSU.
"The State of Colorado Labor Unions: Patterns Across Time and Space" with Sarah Thomaz, 2022, February Report for REDI at CSU.
Working Papers
"Navigating Slippery Slopes: A Paradox of Power in Policy and Cultural Reform." Under Review
Abstract: This study employs game theory to investigate how slippery slope problems drive policy impasses and sticky cultural practices. It identifies conditions under which hard-lining behavior, often perceived as fallacious, becomes rational. By endogenizing the probability of one policy leading to another, the model elucidates slippery slope equilibria, where players adamantly oppose all proposals, including those they want, in order to avoid those they hate. Aggressive negotiation tactics are ineffective against such equilibria, further exacerbating the political market failure. Notably, weaker reformers are able to avoid the slippery slope market failure and accomplish Pareto improving reform, whereas strong reformers can get stuck in a paradox of power.
"The Siren of the Labor Movement: Spillover Effects from Starbucks Organizing" with Sal McCollum and Prasiddha Shakya. Under Review
Abstract: Since the first Starbucks store unionized in Buffalo in 2021, over 700 locations have filed for elections, and broader organizing has surged. We examine whether this campaign sparked wider labor activism. Using an event study, we find that counties with a Starbucks election saw nearly six additional non-Starbucks elections on average—accounting for 21% of the post-2021 surge. However, a staggered difference-in-differences design reveals no wage gains for restaurant workers, suggesting that union momentum has not yet shifted bargaining power. Employers may be waiting on the outcome of first contract negotiations before adjusting pay structures.
"Exploring Department-level Characteristics as Drivers of Enrollment Trends in Large American Economics Programs" with Ethan Ramirez and Martin Shields. Under Review
Abstract: We examine department-level characteristics driving enrollment trends in large American economics programs, including a comparison between less selective and more selective universities. Using survey data from 40 Ph.D.-granting public institutions, we employ OLS and LASSO regressions to analyze factors influencing undergraduate economics enrollment rates from 2019 to 2024. We find the selectivity of the university, competition for students with business departments, and to some extent calculus requirements to be significant predictors of economics enrollment rates, with highly selective universities experiencing significantly different trajectories than less selective universities. These findings suggest that declining enrollment is relatively common among less selective universities and that it may be demand driven as students seek paths of less resistance. Departments that are aware of such demand factors, however, may be mitigating the effects. Overall, this study contributes to the growing literature on economics education by focusing on department-level factors and offers insights for both departmental strategy and broader educational policy.
"Financial Slack Measured by the Cash to Revenue Ratio in North American Construction Industry" with John Killingsworth, Nathan McNamee and Jon Elliott. Under Review
Abstract: This study examined the role of financial slack in the construction industry – as measured through the cash-to-revenue ratio. We investigated the relationship with firm-level profitability, drawing on eleven years of data from the Construction Financial Management Association (CFMA) Benchmarker survey (2014-2024). The analysis includes 12,061 construction firms across the United States and Canada. Descriptive statistics reveal a highly skewed distribution of slack, with a median cash-to-revenue ratio of 6.12% and a standard deviation of 9.81%. Based on these distributions, a benchmark range of 6% to 8% is proposed as representative of the typical financial slack behavior in the industry. Regression analyses confirm a modest but statistically significant positive relationship between financial slack and net profit margin (NPM), though explanatory power remains limited. Stratified analyses by industry classification and revenue tiers show that this relationship is stronger and more consistent among larger and more profitable firms. In contrast, smaller firms with higher financial slack often show weaker or insignificant associations, suggesting inefficient deployment of excess cash. These findings highlight the importance of strategic cash management and offer practical benchmarks to guide financial decision-making.
"Analysis of Construction Billing Patterns Through Earned Value" with Bharath Chandrasekar, John Killingsworth and Chris Harper. Under Review
Abstract: This study analyzes billing patterns among general and specialty contractors on construction projects ranging from 11 to 18 months using Earned Value Analysis (EVA). It identifies key financial activities and examines how different contractors approach billing, aiming to improve financial strategies and project management. Utilizing quantitative research methodology, the study analyzes a dataset of 1,047 projects with durations ranging from 11 to 18 months. The approach establishes a correlation between project progress and billing patterns, employing data cleansing and curve fitting techniques to validate the predictive utility of historical billing data. Findings show that general contractors maintain consistent billing across project durations, while specialty contractors demonstrate variability linked to specific tasks. The study presents a predictive billing model that helps manage financial peaks, particularly by identifying a critical peak in the fourth month using Earned Value Analysis (EVA).
"Automation and the Decline of Union Formation"
Abstract: This paper evaluates how automating technologies may have contributed to union decline. After discussing the history of post WWII automation and its interaction with routineness in labor markets, I outline three hypotheses for how automation affected union formation in the United States. I then present the available measures of automation such as Routine Task Intensity to set up an empirical analysis using newly improved data on National Labor Relations Board (NLRB) representation elections. Results from fixed effects panel regressions suggest that automation did not have a significant effect on formation rates between 1975 and 2010. It is possible, however, that these regressions capture competing forces that cancel each other out and mask more nuanced effects.
Marinating Projects
"Where Unions Fell: The Geography and Demography of Union Formation in the U.S.''
Abstract: Despite a deepening literature on the how and why of union decline in the US, less is known about the who and where. This study introduces an expansive dataset on National Labor Relations Board (NLRB) representation elections that offers a novel perspective on the patterns and consequences of union decline. By leveraging newly available county disaggregation, I reveal a significant shift in the spatial distribution of elections, with rural areas experiencing a more pronounced decline compared to urban areas. A shift share decomposition shows that this result is not driven by urbanization or sectoral shifts. Instead, evidence suggests unions have strategically redirected efforts towards higher value targets in urban regions, leaving workers in rural areas isolated and more vulnerable to monopsony power. The study also explores demographic and economic factors associated with union organizing, shedding light on evolving trends since the 1970s.
"From Hospitals to Economic Growth: Analyzing the Hill-Burton Program’s Structural Effects" with Tim Komarek and Ray Miller
Abstract: This paper investigates the long-term effects of public subsidies from the Hill-Burton program on structural transformation across U.S. counties. The program allocated $100 billion (in 2017 dollars) in direct and matching funds for hospital infrastructure between 1947 and 1971. Using a difference-in-differences event-study approach, we assess the lasting impact of these subsidies. Our results show that counties receiving Hill-Burton funding saw substantial growth in employment and business establishments in the decades following the program’s implementation. We also explore the heterogeneous effects across different sectors and regions. This study highlights the lasting influence of public investment in healthcare infrastructure on local economic structure and development.