Craig A. Depken, II
The University of Texas at Arlington
Craig A. Depken, II
Department of Economics
Box 19479 UT Arlington
Arlington, TX 76019
Office: 817.272.3290
Fax: 817.272.3145
Email:
depken@uta.edu
Current Research Papers
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A Direct Test of the Homevoter Hypothesis
with Caroyln Dehring and Mike Ward
We propose a methodology that facilitates a direct test of the homevoter hypothesis, which posits that homeowner/voter support for a public good project is positively related to the project’s expected effect on property values. First, we estimate how events that indicate an increasing probability that the public good project will be undertaken impact local residential property values before the referendum is held. These pre-vote impacts are considered noisy signals to homeowners about the market’s assessment of the net marginal benefits of the project. Second, we aggregate these market signals to the precinct level and relate them to precinct-level voting results concerning the proposed project. We apply this method to the 2004 referendum in Arlington, Texas, concerning a publicly subsidized stadium to host the NFL Dallas Cowboys. The analysis supports the homevoter hypothesis and establishes a possible methodology for future evaluations in this small but growing empirical literature.

The Luck of the Texan: An Empirical Analysis of Texas Lottery Games
with Paul R. Dorasil
This paper provides an empirical analysis of the relationships between three popular lottery games in the state of Texas: Lotto Texas, Texas Two Step, and the multi-state Mega Millions game. The analysis suggests complementarity between the Lotto Texas and Mega Millions; habitual players tend to play relatively safer games; the 2006 Lotto Texas rule change decreased revenue substantially; and that only at low effective ticket prices do players prefer high stakes/low odds games. We simulate the effective prices at which consumers prefer one game over another and find that Mega Millions and Lotto Texas are strictly preferred over Texas Two Step, and that Lotto Texas is preferred to Mega Millions at all feasible price levels. Only at unfeasibly low effective ticket prices would Mega Millions be preferred to Lotto Texas.

Mega-Events: Is the Texas-Baylor game to Waco what the Super Bowl is to Houston?
with Dennis Coates
This paper analyzes the total sales and sales tax revenue impacts on host communities of a variety of
professional and collegiate sporting events. Using monthly data describing 126 jurisdictions in Texas
from January, 1990 through April of 2006, the analysis finds that regular season games in the NBA, NFL,
NHL, and MLB have widely disparate effects. IN the NBA and NFL, regular season games are net losers of
revenue, whereas NHL and MLB games generate additional revenue. Collegiate regular season football games
are revenue generators for small cities and towns home to Division IA and Division IAA football, but
cities that are home to teams from the old Southwest Conference or the new Big 12 conference do not gain
revenues from home contests. Moreover, hosting an NCAA post-season bowl game is not a net tax revenue
generator. Finally, the Super Bowl generated over $2 million in tax revenues for Houston, by far the
largest revenue boost of any of the events in our data. Given the estimated amount of money Houston
spent hosting the event, it seems the Super Bowl might have provided a net gain to the city treasury.

The Impact of Stadium Announcements on Residential Property Values: Evidence from a Natural Experiment in Dallas-Fort Worth
with Carolyn Dehring and Mike Ward
We investigate the impact of a potential new sports venue on residential
property values, focusing on the National Football League's Dallas Cowboys' search for a new host
city in the Dallas-Fort Worth area. We find that residential property values in the city of Dallas
increased following the announcement of a possible new stadium in the city of Dallas. At the same
time, property values fell throughout the rest of Dallas County, which would have paid for the
proposed stadium. These patterns reversed when the Dallas stadium proposal was abandoned.
Subsequently, a series of announcements regarding a new publicly-subsidized stadium in nearby
Arlington, Texas, all had a deleterious effect on residential property values in Arlington. In
aggregate, average property values declined approximately 1.5% relative to the surrounding area
before stadium construction commenced. This decline was almost equal to the anticipated household
sales tax burden, suggesting that the average expected amenity effect of hosting the Cowboys in
Arlington was not significantly different from zero.

Multiproduct Pricing in Major League Baseball: An Empirical Analysis Using Principle Components
with Darren P. Grant
Was: The Empirical Analysis of Multiproduct Pricing Using Principal Components: An Application to Major League Baseball
The empirical analysis of multiproduct pricing suffers from a lack of clear theoretical guidance and appropriate data, limitations which often render traditional regression-based analyses impractical. This paper analyzes ticket, parking, and concession pricing in Major League Baseball for the period 1991-2003 using a new methodology based on principal components, which allows inferences to be formed about the factors underlying price variation without strong theoretical guidance or abundant information about costs and demand. While general demand shifts are the most important factor, they explain only half of overall price variation. Also important are price interactions that derive from demand interrelationships between goods and the desire to maximize the capture of consumer surplus in the presence of heterogenous demand.

Corruption and Creditworthiness: Evidence from Sovereign Credit Ratings
with Courtney LaFountain and Roger Butters
We estimate the impact of corruption on a country's creditworthiness. Corruption
affects creditworthiness through its impact on the size of the formal sector of an economy.
We find that creditworthiness, as measured by sovereign credit ratings, is decreasing in
corruption. It follows from our benchmark estimates that a one standard deviation
decrease in corruption improves sovereign credit ratings by almost a full rating category
(e.g. BBB to A). On long term foreign currency denominated debt, this translates into
annual savings of roughly $10,100 for every $1 million of debt.

The Uncertainty of Outcome Hypothesis in Division IA College Football
with Dennis P. Wilson
This paper provides evidence that the uncertainty of outcome, as measured by various indexes of competitive balance, does pertain to Division IA college football. Using aggregated season attendance in an unbalanced panel representing nineteen Division IA college football conferences from 1978-2004, we find that fans have a propensity to attend in fewer numbers when competitive balance declines. However, there are qualitative differences in the impact of the uncertainty of outcome on attendance to smaller and larger conferences. The results provide empirical evidence of a sufficient condition provided in previous theoretical discussions of conference realignment in college sports.

The Introduction of the Reserve Clause in Major League Baseball:
Evidence of its Impact on Select Player Salaries During the 1880s
with Jennifer K. Ashcraft
his paper investigates the introduction of the reserve clause in Major
League Baseball during the 1880s. Taking advantage of a unique data set describing the salaries for
twenty nine high-quality players throughout the decade of the 1880s, we investigate the impact of
the reserve clause as it evolved from a ``gentleman's agreement'' to a formal contract stipulation.
We test three specific hypotheses concerning the reserve clause: its effect on average salaries, on
the remuneration to marginal product, and the premium paid to a player for changing teams. The
evidence suggests that introducing the reserve clause reduced average salaries and the premium for
changing teams; detectable monopsony power was transferred to team owners almost immediately.
However, there was no statistically significant impact of the reserve clause on how much players
were paid for their marginal product. The empirical results indicate that reserve clause shifted
considerable monopsony power to team owners immediately after it was instituted.

Agency Costs, Executive Compensation and External Monitoring:
A Stochastic Frontier Approach
with Giao Nguyen and Salil Sarkar
This paper investigates the impact of various forms of executive compensation and firm monitoring on agency costs as measured using the stochastic frontier technique. After relating market value for 1,043 firm-year observations to a number of standard covariates in a stochastic frontier framework, the resulting one-sided inefficiency term is interpreted as a proportional proxy for firm-specific agency costs. Following Battese and Coelli (1995) firm-specific agency costs are related to a variety of additional covariates including firm governance structures, firm liquidity, information asymmetry, and various forms of executive compensation. Consistent with agency theory, it is found that cash compensation tends to increase agency conflict while restricted stock incentives and executive stock options tend to lower it. Moreover, firms with high liquidity and low information asymmetry exhibit a lower degree of agency cost.

Realignment and Profitability in Division IA College Football
This paper provides empirical estimates the optimal size of Division IA football conferences, utilizing data describing conference football revenues and expenditures from the 1990s and early 2000s. The data suggest that the conference size that maximizes football may be approximately twelve teams, consistent with the recent trend in Division IA football towards twelve team conferences. The results suggest that the NCAA’s accommodation of conference realignment supports previous conclusions that the organization operates as a cartel that protects the profit-potential of its membership. Furthermore, the results support intuition provided by other authors about the causes and effects of conference realignment.