Point shaving: Corruption in NCAA college football?

Several recent studies suggest the presence of point shaving in NCAA college basketball. While similar asymmetric incentives between athletes and gamblers exist, evidence for point shaving in college football does not appear to exist.     

Are you hiring Johnny Football or Johnny Doe? Uncertain labour quality and the measurement of monopsony in college football

I assess monopsony in the college football labour market as it relates to both typical and elite performers, while also accounting for the uncertain performance quality of prospective players who are in this labour market. Existing studies suggest that the marginal revenue product (MRP) of elite collegiate players later drafted into the National Football League (NFL), significantly exceeds their compensation. These comparisons overstate monopsony rents because schools don’t know ex ante which prospects will become these elite performers. Using financial data spanning 2004–2011 from 114 major schools, I estimate the MRP of players sorted into three ex post quality tiers, and find that while eventual NFL draftees generate revenue that significantly exceeds their compensation, a majority of scholarship players do not. Then, using Rivals.com talent ratings of 6,604 prospective players recruited from 2002–2008, I estimate the probability that prospects will reach each ex post quality tier given their ex ante ratings. MRP estimates are adjusted by these conditional probability estimates to reflect the expected MRP of prospects, which allows more appropriate assessment of monopsony rents. I find that schools possess substantially less monopsony power than unadjusted MRP estimates suggest.     

Political Stock Markets and Unreliable Polls

A political stock market (PSM) clearly beat the polls in predicting the outcome of a Swedish referendum on whether or not Sweden should join the European Union. In fact, polls were unable to make such predictions since the number of undecided respondents always far exceeded the observed YES/NO margin. However, an obstacle to PSMs serving as a superior forecasting instrument is that they can be sensitive to price distortions - by interest groups that may wish to effectuate, and pay for, such distortions - or forecast competitions tied to PSM trade gains, the latter of which was tested here.     

Over the moon or sick as a parrot? The effects of football results on a club's share price

This article considers the impact of match results on the stock returns of English football clubs. We propose that the magnitude of the response to a given result depends on the importance of the game, which is measured in two ways. First, we consider the extent to which the clubs are close rivals vying for similar league positions, as winning such games is particularly significant. Second, we argue that each individual game becomes more important for those clubs likely to be promoted or relegated as the season draws to a close, since a given match will have increasing information content concerning the final league position of the club. Using a fairly large panel comprising data for 19 clubs, we find some support for the notion that stock prices are affected more by the results of important matches than matches of lesser importance. We also observe that the difference between the number of points the club secures from a given match, and the number it was expected to secure, affects its stock price, as does the number of goals that the club under question scores in the match, relative to its competitor.     

The Favourite‐Longshot Bias, Bookmaker Margins and Insider Trading in a Variety of Betting Markets

This paper verifies the existence of the favourite‐longshot bias in a variety of sports betting markets where odds are set by bookmakers, but the precise pattern of the bias is not identical. Evidence is found to support a central prediction of the Shin (1993) model, which asserts that bookmakers are impelled to create a bias in their odds because of the presence of insider traders: that margins increase with the number of competitors.     

College football attendance: a panel study of the Football Bowl Subdivision

Panel data with an instrumented real ticket price are used to estimate a regular season game-day attendance and per cent of capacity regression equations. Better team performance, whether short term (season wins), intermediate term (bowls games in last 10 years) or long term (lifetime winning percentage), higher undergraduate enrolment, traditional rivalries and video coverage increase per cent of capacity used. Poor weather (more rain or cloud cover), higher travel costs and larger local population decrease it. Fan interest wanes as a season progresses, but this is offset as a team wins more games. Games played near a National Football League stadium, those with conference opponents, non-FBS opponents and non-BCS opponents have lower stadium utilization. The substantive results of the analysis do not change when attendance is used as the dependent variable rather than per cent of capacity.     

Does a marching band impact college Football game attendance? A panel study of Division II

Marching bands are an integral part of the college football game-day experience by increasing both the quantity and quality of entertainment. Academic music programs could enhance a band’s entertainment value via better-trained members and recruitment of more highly skilled musicians. The impact of these influences on game-day attendance is explored using data from nine years of regular season games in Division II. The regression model controls for economic factors, home-team performance, demographic influences and game characteristics and employs boot-strap clustering methods for calculating standard errors of coefficients. Results suggest that a marching band, the existence of an academic music program and being a historically black college each exerts an independent positive impact on attendance after controlling for all other factors.     

Preseason bias in the NFL and NBA betting markets

This study extends research in the sports gaming literature by examining the efficiency of betting markets related to preseason professional sporting events. Using NFL (1995–2014) and NBA (2005–2014) data from preseason games, we examine the pricing efficiency of point spreads in these markets and consider evidence of systematic mispricing. Findings suggest point spreads are too large in these situations, providing a profitable betting opportunity for those willing to systematically wager on underdogs. Similar findings are not seen within the context of NFL or NBA regular seasons. These findings are more pronounced as preseason point spreads become larger. Further stratification by week of the NFL preseason demonstrates that underdogs discontinue their superior performance for the one week (Week 3) in which clubs tend to expel a higher level of effort.     

The impact of NCAA men’s basketball probations on the quantity and quality of student applications and enrollment

Collegiate sports programmes have been characterized as the front porch of a university, serving to publicize the institution and draw students to the door. Previous research in this area has indicated a positive correlation between athletic success and the quantity and quality of students attending the university. Conversely, we seek to analyse if athletic malfeasance, as measured by NCAA probations of men’s basketball programmes, negatively affects either the quantity or quality of students at a university. Our findings suggest that while basketball probations do not change the overall quantity of applications nor enrolment at a university, there is a significant adverse impact on the quality of freshman enrolling at the university as measured by Scholastic Aptitude Test scores. Our finding suggests that athletics do indeed serve as a front porch to a university and that athletic sanctions in men’s basketball have a detrimental effect on the average quality of students attending a university.     

Does college football impact the size of university applicant pools and the quality of entering students?

The role played by collegiate athletics in furthering the mission of institutions of higher education has been one of the more active research streams in the economics literature. Two areas of emphasis in this particular genre concern the relationship between athletics success and the size of a university’s applicant pool, and the relationship between athletics success and the quality of a university’s incoming class. This study extends both lines of research above by employing a unique panel data set consisting of 10 institutions that either added or eliminated college football between 1997 and 2015 in order to examine the impact of the presence of college football programme on both the size of university applicant pools and the quality of the students chosen for admission. Results from a panel data estimator presented here suggest that the size of their applicant pool shrinks the year following discontinuation of a college football programme. In the case of ACT scores, the results are similar, indicating that the ACT scores of incoming freshmen decrease after discontinuation of football.     

Professional ‘amateurs’ in the NCAA: the impact of downstream demand

We argue that student-athletes are amateur in title only; they are actually professional athletes in all accounts of their actions. This occurs because of the downstream demand of their athletic success: coaches are paid professionals. As a paid professional, these coaches are held accountable for the performances of their team, i.e. they are hired and fired based on this performance. Within the constraints of the National Collegiate Athletic Association guidelines, coaches make the rules for their athletes, which the athletes are required to follow. As such, the athletes themselves are professionals acting under professional incentives and are amateurs in title only.     

What drives intermediation costs? A case of tennis betting market

We demonstrate that there is a considerable variation in bookmaker margins across matches, time and bookmakers. Our results imply that using match, tournament and players’ characteristics explains the variations in margins hence, they can be helpful in managing intermediation cost in a market of state-contingent assets: fixed-odds betting markets. We also provide evidence that bookmakers protect themselves by increasing odds on the favourite player, thus attracting more bettors to the favourite player, while deterring bettors from betting on the underdog by reducing the odds. By that process, bookmakers are possibly sacrificing a portion of their margin.