This study measures the impact of Financial Fair Play (FFP) in the Spanish football league by considering three objectives: (1) the probability of qualifying for European competition, (2) if sporting objectives can be related to the financial situation of the clubs, and (3) changes in the financial-accounting structure. The sample contains 176 observations from 13 Spanish clubs between 2004-2019. The empirical findings reveal that the likelihood of qualifying for European competition is sensitive to certain financial items. It was found that the greater the intangible assets were (pre-FFP), the higher the probability of participating in European competition was. A shift toward financial efficiency was observed due to regulatory change in terms of earnings before interest and taxes (EBIT) and ratio of personnel expenses/operating income, which allows us to conclude that the FFP has opened a new dimension in the profession-alization and innovation of financial management in football.
AceroI., SerranoR., & DimitropoulosP. (2017). Ownership structure and financial performance in European football. Corporate Governance: The International Journal of Business in Society, 17(3), 511–523. https://doi.org/10.1108/CG-07-2016-0146
AhtiainenS., & JarvaH. (2020). Has UEFA's financial fair play regulation increased football clubs’ profitability?European Sport Management Quarterly, 1–19. https://doi.org/10.1080/16184742.2020.1820062
4.
Al RefaiH., & EissaM. A. (2017). The impact of FIFA's official announcements on the stock market of Qatar: The case of the 2022 World Cup. Research in International Business and Finance, 41, 347–353.
5.
AltmanE. I., HaldemanR. G., & NarayananP. (1977). ZETATM analysis: A new model to identify bankruptcy risk of corporations. Journal of Banking & Finance, 1(1), 29–54. https://doi.org/10.1016/0378-4266(77)90017-6
6.
AndreffW., & ScellesN. (2021). Outcome uncertainty fluctuation and match demand: a plea for a competitive intensity metrics. In KoningR. H. & KesenneS. (Eds.), A modern guide to sports economics (pp. 44–56). Edward Elgar Publishing.
7.
AscariG., & GagnepainP. (2007). Evaluating rent dissipation in the Spanish football industry. Journal of Sports Economics, 8(5), 468–490. https://doi.org/f0.ff77/f527002506292582
8.
BalcaenS., & OoghePL (2006). 35 years of studies on business failure: An overview of the classic statistical methodologies and their related problems. The British Accounting Review, 38(1), 63–93. https://doi.Org/f0.f0f6/j.bar.2005.09.00f
9.
BarajasA., & RodriguezP. (2010). Spanish football clubs’ finances: Crisis and player salaries. International Journal of Sport Finance5, 52–66
10.
BarajasA., & RodriguezP. (2014). Spanish football in need of financial therapy: Cut expenses and inject capital. International Journal of Sport Finance, 9(1), 73–90.
11.
BarrosC. P., & LeachS. (2006). Analyzing the performance of the English F.A. Premier League with an econometric frontier model. Journal of Sports Economics, 7(4), 391–407. https://doi.org/10.1177/1527002505276715
12.
BarrosC. P., & LeachS. (2007). Technical efficiency in the English Football Association Premier League with a stochastic cost frontier. Applied Economics Letters, 14(10), 731–741. https://doi.org/10.1080/13504850600592440
13.
BarrosC. P., ScafartoV., & SamagaioA. (2014). Cost performance of Italian football clubs: Analysing the role of marketing and sponsorship. International Journal of Sports Marketing and Sponsorship, 15(4), 59–77 https://doi.org/fO.ff08/IJSMS-I5-04-20f4-B006
14.
BeaverW. H. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 4, 71–111. https://doi.org/10.2307/2490171
BirkhauserS., KasererC, & UrbanD. (2019). Did UEFA's financial fair play harm competition in European football leagues?Review of Managerial Science, 13(1), 113–145. https://doi.org/10.1007/sll846-017-0246-z
BurdekinR. C. K., & FranklinM. (2015). Transfer spending in the English premier league: The haves and the have nots. National Institute Economic Review, 232, R4–R17https://doi.org/10.1177/002795011523200102
19.
Calahorro-LopezA., & RatkaiM. (2024). European football clubs and their finances: A systematic literature review. Spanish Accounting Review, 27(1), 75–91.
20.
Calahorro-LopezA., RatkaiM., & Vena-OyaJ. (2022). The financial/accounting impact of FFP on participating in European competitions: An analysis of the Spanish League. International Journal of Financial Studies, 10(3), 81.
21.
CarinY. (2019). A prediction model for bankruptcy of football clubs: The French case. International Journal of Sport Finance, 14(4), 233–248. https://doi.org/10.32731/IJSF/144.112019.03
22.
ChadwickS. (2009). From outside lane to inside track: Sport management research in the twenty-first century. Management Decision, 47(1), 191–203.
23.
CrisciA., D'AmbraL., & EspositoV. (2019). A generalized estimating equation in longitudinal data to determine an efficiency indicator for football teams. Social Indicators Research, 146(1-2), 249–261. https://doi.org/10.1007/sll205-018-1891-6
24.
DeakinE. B. (1972). A discriminant analysis of predictors of business failure. Journal of Accounting Research, 10(1), 167–179. https://doi.org/10.2307/2490225
25.
Dermit-RichardN., ScellesN., & MorrowS. (2019). DNCG French management control versus UEFA Financial Fair Play: A divergent conception of financial regulation objectives. Soccer and Society, 20(3), 408–430. https://doi.org/10.1080/14660970.2017.1323740
26.
DimicN., NeudlM., OrlovV., & ÄijöJ. (2018). Investor sentiment, soccer games and stock returns. Research in International Business and Finance, 43, 90–98.
27.
DimitrasA. I., SlowinskiR., SusmagaR., & ZopounidisC. (1999). Business failure prediction using rough sets. European Journal of Operational Research, 114(2), 263–280. https://doi.org/10.1016/S0377-2217(98)00255-0
28.
DimitropoulosP. (2011). Corporate governance and earnings management in the European Football industry. European Sport Management Quarterly, 11(5), 495–523. https://doi.org/10.1080/16184742.2011.624108
29.
DimitropoulosP. (2016). Audit selection in the European Football industry under Union of European Football Associations Financial Fair Play. International Journal of Economics and Financial Issues, 6(3), 901–906.
30.
DimitropoulosP. E., & KoumanakosE. (2015). Intellectual capital and profitability in European football clubs. International Journal of Accounting, Auditing and Performance Evaluation, 11(2), 202. https://doi.org/10.1504/IJAAPE.2015.068862
31.
DimitropoulosP., & KoroniosK. (2018). Earnings persistence of European Football Clubs under UEFA's FFP. International Journal of Financial Studies, 6(2), 43. https://doi.org/10.3390/ijfs6020043
32.
DimitropoulosP., & ScafartoV. (2021). The impact of UEFA financial fair play on player expenditures, sporting success and financial performance: Evidence from the Italian top league. European Sport Management Quarterly, 21(1), 20–38. https://doi.org/10.1080/16184742.2019.1674896
33.
DobsonS. M., & GoddardJ. A. (1998). Performance and revenue in professional league football: Evidence from Granger causality tests. Applied Economics, 30(12), 1641–1651. https://doi.org/10.1080/000368498324715
34.
DrutB., GaëN. A., & RaballandI. (2012). Why does financial regulation matter for European professional football clubs?International Journal of Sport Management and Marketing, 11(1/2), 73–88. https://doi.org/10.1504/IJSMM.2012.045488
35.
FranckE. (2018). European Club Football after "five treatments" with Financial Fair Play: Time for an assessment. International Journal of Financial Studies, 6(4), 97. https://doi.org/10.3390/ijfs6040097
36.
FranckE. P. (2014). Financial Fair Play in European Club Football: What is it all about?University of Zurich, Department of Business Administration UZH Business Working Paper, 328.https://doi.org/10.2139/ssrn.2284615
FreestoneC. J., & ManoliA. E. (2017). Financial fair play and competitive balance in the premier league. Sport, Business and Management: An International Journal., 7(2), 175–196. https://doi.org/10.1108/SBM-10-2016-0058
39.
GalariotisE., GermainC, & ZopounidisC. (2018). A combined methodology for the concurrent evaluation of the business, financial and sports performance of football clubs: The case of France. Annals of Operations Research, 266(1-2), 589–612. https://doi.org/10.1007/sl0479-017-2631-z
40.
GerrardB. (2005). A resource-utilization model of organizational efficiency in professional sports teams. Journal of Sport Management, 19(2), 143–169. https://doi.org/10.1123/jsm.19.2.143
41.
GerrardB. (2010). Analysing sporting efficiency using standardised win cost: Evidence from the FA Premier League, 1995-2007. International Journal of Sports Science & Coaching, 5(1), 13–35. https://doi.org/10.1260/1747-9541.5.l.13
42.
GhioA., RubertiM., & VeronaR. (2019). Financial constraints on sport organizations’ cost efficiency: The impact of Financial Fair Play on Italian soccer clubs. Applied Economics, 51(24), 2623–2638. https://doi.org/10.1080/00036846.2018.1558348
43.
GuzmanI., & MorrowS. (2007). Measuring efficiency and productivity in professional football teams: Evidence from the English Premier League. Central European Journal of Operations Research, 15(4), 309–328. https://doi.org/10.1007/sl0100-007-0034-y
44.
GomezJ. (November 2017). Control economico. Meeting on the Economic Control of the Professional Soccer League, El Colegio de Economistas de Madrid, Liga de Fútbol Profesional. Madrid, Spain.
45.
HautboisC, VernierF., & ScellesN. (2021). Influence of competitive intensity on stadium attendance: An analysis of the French football Ligue 1 over the period 2009-2019 through a visualization system. Soccer & Society, 23(2), 201–223.
KringstadM., & GerrardB. (2007). Beyond competitive balance. In SlackT. & ParentM. (Eds.), International perspectives on the management of sport (pp. 149–172). Routledge.
48.
KounetasK. (2014). Greek football clubs’ efficiency before and after Euro 2004 Victory: A bootstrap approach. Central European Journal of Operations Research, 22(4), 623–645. https://doi.org/10.1007/sl0100-013-0288-5
49.
LagoU., BaroncelliA., & SzymanskiS. (2004). Il business del calcio: Successi sportivi e rovesci finanziari Copertina flessibile [The business of football: Sporting successes and financial reversals].EGEA, Ed.
MnzavaB. (2013). Do intangible investments matter? Evidence from soccer corporations. Sport, Business and Management: An International Journal., 3(2), 158–168. https://doi.org/10.1108/20426781311325087
53.
MorrowS. (1999). The new business of football: Accountability and finance in football.Springer.
54.
MorrowS. (2014). Financial Fair Play: Implications for football club financial reporting.Institute of Chartered Accountants of Scotland, Ed.
55.
NagelkerkeN. J. (1991). A note on a general definition of the coefficient of determination. Biometrika, 78(3), 691–692. https://doi.org/10.1093/biomet/78.3.691
56.
NealeW. C. (1964). The peculiar economics of professional sports. The Quarterly Journal of Economics, 78(1), 1–14.
57.
NeriL., RussoA., di DomizioM., & RossiG. (2021). Football players and asset manipulation: The management of football transfers in Italian Serie A. European Sport Management Quarterly, 1–21. https://doi.org/10.1080/16184742.2021.1939397
58.
NicolielloM., & ZampattiD. (2016). Football clubs’ profitability after the Financial Fair Play regulation: Evidence from Italy. Sport, Business and Management: An International Journal., 6(4), 460–475. https://doi.org/10.1108/SBM-07-2014-0037
PlumleyD., WilsonR., & RamchandaniG. (2014). Towards a model for measuring holistic performance of professional football clubs. Soccer & Society, 18(1), 16–29. https://doi.org/10.1080/14660970.2014.980737
61.
PlumleyD. J., WilsonR., & ShibliS. (2017). A holistic performance assessment of English Premier League football clubs 1992-2013. Journal of Applied Sport Management, 9(1). https://doi.org/10.18666/JASM-2017-V9-Il-7353
62.
PlumleyD., RamchandaniG. M., & WilsonR. (2019). The unintended consequence of Financial Fair Play. Sport, Business and Management: An International Journal., 9(2), 118–133. https://doi.org/10.1108/SBM-03-2018-0025
63.
PlumleyD., SerberaJ. P., & WilsonR. (2021). Too big to fail? Accounting for predictions of financial distress in English professional football clubs. Journal of Applied Accounting Research, 22(1), 93–113.
64.
RegoliosiC. (2016). The accounting treatments in professional football clubs in Italy from a business model perspective. Rivista Itali-ana Di Ragioneria e Di Economia Aziendale [Italian Journal of Accounting and Business Economics], 5(6), 7.
65.
RodriguezC., & GutierrezJ. (2007). Empleo de modelos de regresion logística binomial para el estudio de variables determinantes en la insercion laboral de egresados universitarios [Use of binomial logistic regression models to study variables determining the job placement of university graduates]. Investigatión y Postgrado [Research and Postgraduate Studies], 22(1), 109–144.
66.
RohdeM., & BreuerC. (2016). Europe's elite football: Financial growth, sporting success, transfer investment, and private majority investors. International Journal of Financial Studies, 4(2), 12. https://doi.org/10.3390/ijfs4020012
67.
RohdeM., & BreuerC. (2018). Competing by investments or efficiency? Exploring financial and sporting efficiency of club ownership structures in European football. Sport Management Review, 21(5), 563–581. https://doi.Org/10.1016/j.smr.2018.01.001
68.
SassM. (2016). Glory hunters, sugar daddies, and long-term competitive balance under UEFA Financial Fair Play. Journal of Sports Economics, 17(2), 148–158. https://doi.org/10.1177/1527002514526412
69.
ScellesN. (2017). Star quality and competitive balance? Television audience demand for English Premier League football reconsidered. Applied Economics Letters, 24(19), 1399–1402.
70.
ScellesN., & AndreffW. (2021). Competitive intensity: Sporting rules generating it and impact on fan demand. In KoningR. H. & KesenneS. (Eds.), A modern guide to sports economics (pp. 57–69). Edward Elgar Publishing.
71.
ScellesN., DesbordesM., & DurandC. (2011). Marketing in sport leagues: Optimising the product design: Intra-championship competitive intensity in French football Ligue 1 and basketball Pro A. International Journal of Sport Management and Marketing, 9(1-2), 13–28.
72.
ScellesN., DurandC, BonnalL., GoyeauD., & AndreffW. (2013a). Competitive balance versus competitive intensity before a match: Is one of these two concepts more relevant in explaining attendance? The case of the French football Ligue 1 over the period 2008-2011. Applied Economics, 45(29), 4184–4192.
73.
ScellesN., DurandC., BonnalL., GoyeauD., & AndreffW. (2013b). My team is in contention? Nice I go to the stadium! Competitive intensity in the French football Ligue 1. Economics Bulletin, 33(3), 2365–2378.
74.
ScellesN., DurandC., BonnalL., GoyeauD., & AndreffW. (2016). Do all sporting prizes have a significant positive impact on attendance in a European national football league? Competitive intensity in the French Ligue 1. Ekonomicheskaya Politika [Economic Policy], 11(3), 82–107.
75.
ScellesN., FrançoisA., & Dermit-RichardN. (2020). Determinants of competitive balance across countries: Insights from European men's football first tiers, 2006–2018. Managing Sport and Leisure, 27(3), 267–284. https://doi.org/10.1080/23750472.2020.1784036
76.
ScellesN., HelleuB., DurandC., BonnalL., & MorrowS. (2017). Explaining the number of social media fans for North American and European professional sports clubs with determinants of their financial value. International Journal of Financial Studies, 5(4), 25.
77.
ScellesN., SzymanskiS., & Dermit-RichardN. (2018). Insolvency in French soccer: The case of payment failure. Journal of Sports Economics, 19(5), 603–624.
78.
SmithA. C, & StewartB. (2010). The special features of sport: A critical revisit. Sport Management Review, 13(1), 1–13.
79.
SolbergH. A., & HaugenK. K. (2010). European club football: Why enormous revenues are not enough?Sport in Society, 13(2), 329–343. https://doi.org/10.1080/17430430903523036
80.
StarkweatherJ., & MoskeA. K. (2011). Multinomial logistic regression.
81.
StormR. K., & NielsenK. (2012). Soft budget constraints in professional football. European Sport Management Quarterly, 12(2), 183–201. https://doi.org/10.1080/16184742.2012.670660
82.
SzumilasM. (2010). Explaining odds ratios. Journal de l'Academie Canadienne de Psychiatrie de l'Enfant et de l'Adolescent [Journal of the Canadian Academy of Child and Adolescent Psychiatry], 19(3), 227–229.
SzymanskiS. (2003). The economic design of sporting contests. Journal of Economic Literature, 41(4), 1137–1187.
85.
SzymanskiS. (2012). Insolvency in English professional football: Irrational exuberance or negative shocks. International Association of Sports Economists, Working Paper Series, 10–02.
86.
SzymanskiS. (2014). Fair is foul: A critical analysis of UEFA Financial Fair Play. International Journal of Sport Finance, 9(3), 218–229.
87.
SzymanskiS. (2017). Entry into exit: Insolvency in English professional football. Scottish Journal of Political Economy, 64(A), 419–444. https://doi.org/10.llll/sjpe.12134
88.
SzymanskiS., & SmithR. (1997). The English Football industry: Profit, performance and industrial structure. International Review of Applied Economics, 11(1), 135–153. https://doi.org/10.1080/02692179700000008
89.
SzymanskiS., & WeimarD. (2019). Insolvencies in professional football: German A. Sonderweg?International Journal of Sport Finance, 14(1), 54–68. https://doi.org/10.32731/IJSF.141.022019.05
90.
TerrienM., ScellesN., MorrowS., MalteseL., & DurandC. (2017). The win/profit maximization debate: Strategic adaptation as the answer?Sport, Business and Management: An International Journal., 7(2), 121–140. https://doi.org/10.1108/SBM-10-2016-0064
91.
VroomanJ. (1997). A unified theory of capital and labor markets in major league baseball. Southern Economic Journal., 63(3), 594–619.
VroomanJ. (2013). Two to tango: Optimum competitive balance in professional sports leagues. In RodriguezP., StefanKesenne, & JaumeGarcía (Eds.), The econometrics of sport (pp. 3–34). Edward Elgar Publishing.
94.
WilsonR., PlumleyD., & RamchandaniG. (2013). The relationship between ownership structure and club performance in the English Premier League. Sport, Business and Management: An International Journal., 3(1), 19–36.
95.
WilsonB., TranD. T. T., DupuisJ.-Y., & McDonaldB. (2019). External validation and updating of the cardiac surgery score for prediction of mortality in a cardiac surgery intensive care unit. Journal of Cardiothoracic and Vascular Anesthesia, 33(11), 3028–3034. https://doi.Org/10.1053/j.jvca.2019.03.066
