Technical efficiency with multi-output,heterogeneous production: a latent class,distance function model of english football

This study combines the output distance function approach with a latent class model to estimate technical efficiency in English football in the presence of productive heterogeneity within a stochastic frontier analysis framework. The distance function approach allows the researcher to estimate technical efficiency including both on-field and off-field production, which is important in the case of English football where clubs are generally thought to maximize something other than profit. On-field production is measured using total league points, and off-field production is measured using total revenue. The data set consists of 2177 club-level observations on 88 clubs that competed in the four divisions of professional football in England over the 29-season period from 1981/82 to 2009/10. The results show evidence of three separate productivity classes in English football. As might be expected, technical efficiency estimated using the latent class model is, on average, higher than technical efficiency using an alternative method which confines heterogeneity to the intercept coefficient. Specifically, average efficiency for the sample is 87.3 and 93.2% for the random-intercept model and the latent class model respectively.     

Productivity drivers and market dynamics in the Spanish first division football league

This paper analyses efficiency drivers of a representative sample of Spanish football clubs by means of the two-stage data envelopment analysis (DEA) procedure proposed by Simar and Wilson (J Econ, 136:31–64, 2007). In the first stage, the technical efficiency of football clubs is estimated using a bootstrapped DEA model in order to establish which of them are the most efficient; the ranking is based on total productivity in the period 1996–2004. In the second stage, the Simar and Wilson (J Econ, 136:31–64, 2007) procedure is used to bootstrap the DEA scores with a truncated bootstrapped regression. Policy implications of the main findings are also considered.     

The market for corporate control in professional football: is there an agency problem?

This paper identifies the nature of agency problems in professional football in the UK. Conflicting elements within director-owners'objective functions combined with highly concentrated ownership rights are sources of agency problems, manifest by the poor financial performance of many clubs. Arguably, a club's supporters influence its output implying that supporters may be considered as an input.
Given this, theory suggests that efficiency may be enhanced if supporters possess more property rights in their respective clubs.     

An Analysis of Consumer Response to Corruption: Italy's Calciopoli Scandal

The Calciopoli episode affecting Italian football in the 2005–6 season serves as an opportunity for an empirical investigation into consumer (fan) behavior, following league‐imposed punishments on clubs whose officials were found guilty of corrupt practices. Using a difference‐in‐differences estimation method, we find that home attendances for convicted teams fell by around 16%, relative to those clubs not subject to punishment. We show further that the fall in attendances resulted in non‐trivial gate revenue reductions. Our results suggest that a sizeable number of fans of the punished clubs were subsequently deterred from supporting their teams inside the stadium.     

Management Efficiency in Football: An Empirical Analysis of Two Extreme Cases

Analysis of managerial efficiency in sport economics typically focuses on evaluating coach decisions instead of assessing the organization as a whole. This paper studies the relative importance of variables related to power and managerial decisions by estimating stochastic production frontiers models for the Chilean and Italian football leagues. We find that historical and geographical variables intended to capture market size play their expected roles in both Italy and Chile. However, the degree of technical inefficiency is lower magnitude in Chile. This difference could be due to a smaller market size and/or to financial constraints faced by small clubs in this country. Copyright © 2014 John Wiley & Sons, Ltd.     

Valuation of ticket prices for first-division football matches in the Spanish league

This paper measures the optimal prices of football tickets and investigates the pricing strategy of the first-division teams in the Spanish league during the 2018/2019 season. The paper develops a dual hybrid model of supply and demand based on a hedonic price approach. Fans have multiple motivations to attend the stadium, such as the quality of the opposing teams, the pre-match qualifying position, the schedule, the day of the match, the stadium facilities, and the atmosphere. Their final decision will be conditioned by the price set by the clubs. The data show a difference of almost 300% in ticket prices among clubs. The estimation results from a hedonic price equation reveal that an optimal pricing strategy is followed by only five out of 20 clubs in the league. We also quantify the percentage of overvaluation or undervaluation of ticket prices.     

Implications of the Bosman ruling for football transfer markets

This paper seeks to assess the implications of the 1995 Judgement of the European Court of Justice on the case of Jean-Marc Bosman for the operation of football transfer markets. Although it is inevitable that many more out-of-contract footballers will be able to move between dubs without payment of transfer fees to the selling club, it is argued that there remains a role for transfer markets in professional football, with compensation to selling clubs for training, development and replacement of players.     

Management in a complex scenario: World Cup,alternative stadiums and demand for tickets

This paper analyses a particular managerial problem that sports clubs face from time to time. The aim is to identify the effects that alternative stadiums and stadiums' features have in ticket prices and demand. Simultaneous equations models by three-stage least square estimator using instrumental variables is the method employed. The findings evidence that alternative stadiums negatively impact attendances, but clubs can offset this effect playing at high-quality alternative stadiums. Results also evidence that fans care about security levels. Some policies for football leagues are discussed as limits in the use of alternative stadiums, league fixtures and hard requirements concerning security.     

A systematic approach for ranking football players within an integrated DEA‐OWA framework

The ranking of players has always been an important input for key decisions in the football industry. This paper introduces a systematic methodology for ranking football players through objective performance factors within a framework that integrates data envelopment analysis and ordered weighted averaging operators. Players from European Premier League Football clubs are selected and ranked under a decision setting that involves the players' desirable and undesirable performance factors alongside the attitude of the decision maker. The robustness of the proposed methodology is evaluated using different levels of optimism of the decision maker.     

Regional information and market efficiency: the case of spread betting in United States college football

Using game results over a seven year span (1999–2006), we find that United States college football teams in arid regions “win” against the spread in 56.64% of games in which they host a team from a humid region. This result provides statistically significant evidence for both weak and strong form inefficiency in the spread betting markets of such games. By examining other cases of intraregional and interregional competition within the sport, we conclude that this inefficiency does not arise from the effects of travel or home field advantage. Rather, the result indicates that climate aridity is an observed characteristic for which college football betting markets do not accurately control. It is quite rare to find strong form market inefficiency arise from a single variable rather than from an elaborate, multivariable betting strategy. Therefore, the effect of climate aridity upon college football spread betting market efficiency can be characterized as dramatic. It is conjectured that remote market participants may need to “experience” certain types of relevant regional information, such as climate, to act in a market efficient manner.     

Team performance: the case of English Premiership football

Sporting production function studies have been almost entirely US based concentrating largely, although not exclusively, on baseball. Mainly due to a dearth of match play statistics, there have been few studies of other sports, with that of association football being a significant omission given the sport's international appeal and global coverage. This study attempts to redress the balance by utilizing a new data source, containing information on a range of specific play variables, to estimate a production function for English Premiership football. Our results emphasize the key attacking and defensive skills, and provide support for the notion that teams may intentionally employ dubious or illegal tactics to succeed. The inclusion of team effects provides evidence consistent with the view of the emergence of an elite group of clubs dominating the league. Copyright © 2000 John Wiley & Sons, Ltd.     

A Two‐Stage Double Bootstrap DEA: The Case of the Top 25 European Football Clubs' Efficiency Levels

This paper analyzes how European football clubs' current value and debt levels influence their performance. The Simar and Wilson (J Econometrics, 136: 31–64, 2007) procedure is used to bootstrap the data envelopment analysis scores in order to establish the effect of football clubs' current value and debt levels on their obtained efficiency scores. The results reveal that football clubs' current value levels have a negative influence on their performances, indicating that football clubs' high value does not ensure higher performance. At the same time, the empirical evidence suggests that football clubs' debt levels do not influence their efficiency levels. Copyright © 2012 John Wiley & Sons, Ltd.     

Efficiency of football teams from an organisation management perspective

The aim of this paper is to assess the efficiency of football. Our contributions to the literature are the use of the resource-based theory and the strategy-structure-performance perspective as the study's framework, efficiency has been considered as the result of the qualities of the productive resources in football teams and efficiency is calculated in every area in the field of play. The results show that the entire team's efficiency is positively related to sporting success and the efficiency of attacking and ball recovery areas is directly related to the sport result and the efficiency of the team as a whole.     

Efficient agglomeration of spatial clubs

We investigate here the agglomeration of spatial clubs in an efficient allocation of a club economy. The literature on agglomeration has focused largely on a primary agglomeration caused by direct attraction forces. We concentrate mainly on secondary and tertiary agglomerations caused by a primary agglomeration. Initially, scale economies in the provision of club goods (CGs) lead each CG to agglomerate in facilities of its club. This primary agglomeration causes a secondary concentration of population around these facilities, which in turn brings about a tertiary agglomeration of facilities of different clubs into centers in the midst of population concentration. The agglomeration of facilities occurs only if a secondary concentration of population takes place. We analyze in detail two specific patterns of agglomeration. One is the central location pattern in which the facilities of all clubs agglomerate perfectly in the middle of the complex. The second is a triple-centered complex in which the center in the middle of the complex consists of perfectly agglomerated facilities of different clubs, each with a single facility per complex. The remaining two centers also consist of facilities of different clubs, but clubs in these centers each have two facilities per complex, one in each center. Each of these two centers is located between a boundary and the middle of the complex closer to the middle of the complex than to the boundary. The facilities in these two centers form condensed clusters of facilities that may contain residential land in between the facilities. We then show that these agglomeration patterns also characterize agglomerations in general. The literature maintains that an efficiently behaving municipality increases its tax-base. This implies that it is in the municipality’s interest to achieve efficiency. The best way for a local government to achieve this desired efficiency is by partially intervening in market operations in order to internalize local externalities. Such an intervention should be limited to providing the city’s infrastructure, to taxing only residential land rents and clubs’ profits, to subsidizing the basic industry of the city, and to partially regulating land uses. Consequently, if the local governments of all complexes behave according to the above, the decentralization of the efficient allocation of the club economy would be attained.     

Producer Cartels in English League Football

The institutional arrangements of sport, like other forms of human activity, are increasingly susceptible to the analytical attentions of economists. Anthony Arnold, of the University of Essex, and Ivor Benveniste, Training Manager at Levy Gee Training, examine English League football to discover inefficient patterns of cross-subsidisation, restrictive practices, a producer cartel and the exploitation of smaller clubs by larger.     

Adapting football to the child: an application of the logistic regression model in observational methodology

Logistic regression is included into the analysis techniques which are valid for observational methodology. However, its presence at the heart of this methodology, and more specifically in physical activity and sports studies, is scarce. With a view to highlighting the possibilities this technique offers within the scope of observational methodology applied to physical activity and sports, an application of the logistic regression model is presented. The model is applied in the context of an observational design which aims to determine, from the analysis of use of the playing area, which football discipline (7 a side football, 9 a side football or 11 a side football) is best adapted to the child’s possibilities. A multiple logistic regression model can provide an effective prognosis regarding the probability of a move being successful (reaching the opposing goal area) depending on the sector in which the move commenced and the football discipline which is being played.     

Managerial efficiency and survivability in professional team sports

Students of organizational sociology tend to believe that managerial efficiency has less to do with individual talent than with the environment in which firms operate. Economists and fans know that this is not true in sports. Measures of managerial efficiency are constructed for baseball, basketball and football coaches. Survival analysis is utilized to measure coaching tenure probabilities in these sports and coaching tenure is shown to be related to managerial efficiency.     

Student clubs: experiences in entrepreneurial learning

Student-led clubs that seek to enhance entrepreneurial learning can be found in many universities. Yet, like many areas of extra-curricular activity in entrepreneurship education, their role in supporting learning has not been researched widely. The paper introduces research that addresses this gap and investigates the nature of the learning process student's encounter when they take part in clubs. The study explores the literature on entrepreneurial learning; it examines the different concepts and considers their contribution to understanding student learning experiences. From the literature, a conceptual framework is presented, highlighting the key aspects of entrepreneurial learning relevant for the field research. The methodology is introduced, including a series of qualitative studies and a survey of students. The study focuses on two types of student-led clubs ‘entrepreneurship clubs’ and ‘Enactus clubs’ and provides a comparative analysis. The findings reported show a range of student learning benefits that simulate important aspects of entrepreneurial learning, such as learning by doing, learning through mistakes and learning from entrepreneurs. More nuanced findings are also presented showing differences in learning benefits between club forms and heighten benefits for students taking leadership roles. Ultimately, the paper contributes to research in entrepreneurship by illustrating how student clubs support entrepreneurial learning.     

浅谈人文和科学融合背景下的足球课程教育改革

随着教育改革的进行和素质教育的开展,给足球教学提出了更高的要求,人文精神和科学精神被越来越多的融入到足球教学中,以全新的理念推进了足球教学的发展。本文从足球课程教育的目标和人文科学背景下的足球课程教学新理念出发,对推进足球课程教育改革的方式发表了见解。     

Individual efficiency and club performance: a panel analysis of professional baseball

This paper investigates whether players' individual‐ and club‐level efficiency has substantial impact on club performance in the Chinese Professional Baseball League (CPBL). Using data from 1990 to 2000, and a stochastic frontier model, we propose a different way to measure club‐level efficiency. Our empirical results indicate that club‐level efficiency is crucial to club performance, measured by the winning percentage. Although the literature shows that some inefficient clubs with abundant resources are still very successful on the diamond, our results confirm that club‐level efficiency has a moderate impact on the success of a baseball club in the CPBL. Copyright © 2010 John Wiley & Sons, Ltd.