The Financial/Accounting Impact of FFP on Participating in European Competitions: An Analysis of the Spanish League
Abstract
:1. Introduction
2. Literature Background
The Impact of FFP
3. Data and Methodology
3.1. The Dataset: The Spanish League
3.2. Data Selection Procedure
- Clubs that participated in the First Division of the Spanish league during the period from 2004 to 2019 (clubs competing in the top division are more likely to participate in European competitions and are those most affected by the FFP regulation).
- Clubs that have participated in at least 13 seasons in the First Division were selected.
3.3. Research Design
3.4. The Test Variable and Grouping Criteria
4. Results and Discussion
4.1. Analysis of the Spanish League
4.2. Difference between EC and NEC
5. Conclusions
5.1. Future Research
5.2. Limitations
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Ratios | Abbreviation | Calculation | Source |
---|---|---|---|
Indebtedness | Indeb | (total liabilities − equity)/total liabilities × 100 | SABI |
Leverage | Lev | (non-current liabilities + financial liabilities)/equity × 100 | SABI |
personal expenses/operating income | PE/OI | personal expenses/operating income | SABI |
Average personal expenses | PEA | personal expenses/number of employees | SABI |
Profit margin | Prof. Marg | EBT/operating income | SABI |
Registered capital | R. Capital | SABI | |
return on capital employed | RCE | (EBT + Finance expenses and assimilated expenses)/(equity + non-current liabilities) × 100 | SABI |
Return On Assets | ROA | (EBT/total assets) × 100 | SABI |
Return on Equity | ROE | (EBT/equity) × 100 | SABI |
Return on sales | ROS | (EBIT/net turnover) × 100 | AUTHORS |
Solvency ratio | Solvency | (current assets/current liabilities) | SABI |
ratio of financial autonomy | SRFA | (equity/total assets) | SABI |
1 | The participation of clubs in both the top division and in European competitions was verified on the official website of the Professional Football League (LFP). |
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ITEM | MEAN | Mann–Whitney | |||
---|---|---|---|---|---|
BFFP | PFFP | Absolute Dif. | Sig | Null | |
CashFlow | 16,168,752.02 | 36,683,436.00 | 20,514,683.99 | 0.000 | REJECT |
EBIT | −8,018,639.11 | 13,301,529.27 | 21,320,168.37 | 0.000 | REJECT |
EBITDA | 9,036,426.06 | 42,690,271.26 | 33,653,845.20 | 0.000 | REJECT |
EBT | −10,587,822.65 | 9,694,114.91 | 20,281,937.56 | 0.000 | REJECT |
Equity | 15,738,755.02 | 57,416,971.38 | 41,678,216.36 | 0.001 | REJECT |
Employees | 163.31 | 305.46 | 142.15 | 0.000 | REJECT |
INDEB | 111.40 | 104.04 | 7.36 | 0.007 | REJECT |
Int Assets | 47,376,647.70 | 85,007,951.67 | 37,631,303.98 | 0.073 | |
LEV | 1,348.79 | 224.43 | 1,124.37 | 0.100 | |
Net tur. | 61,473,655.63 | 148,054,965.27 | 86,581,309.64 | 0.000 | REJECT |
Oper. Income | 65,985,443.72 | 155,832,444.57 | 89,847,000.85 | 0.000 | REJECT |
P. Expe. | 43,192,013.27 | 94,412,655.82 | 51,220,642.55 | 0.000 | REJECT |
PE/OI | 76.20 | 68.52 | 7.68 | 0.014 | REJECT |
PEA | 279.71 | 263.82 | 15.90 | 0.645 | |
Profit | −886,313.15 | 7,370,680.40 | 8,256,993.5 | 0.000 | REJECT |
Prof. Marg. | −34.23 | 4.09 | 38.32 | 0.000 | REJECT |
R. capital | 17,986,560.45 | 56,491,938.32 | 38,505,377.86 | 0.000 | REJECT |
RCE | 36.43 | 62.27 | 25.84 | 0.000 | REJECT |
ROA | −13.06 | 6.17 | 19.22 | 0.000 | REJECT |
ROE | −133.54 | 18.25 | 151.79 | 0.001 | REJECT |
ROS | −88.48 | 4.42 | 84.06 | 0.000 | REJECT |
Solvency | 0.67 | 0.65 | 0.02 | 0.609 | |
SRFA | −11.41 | −4.05 | 7.36 | 0.007 | REJECT |
T Assets | 200,664,540.11 | 291,107,116.59 | 90,442,576.48 | 0.124 |
ITEM | MEAN | Mann–Whitney | |||
---|---|---|---|---|---|
NEC | EC | Absolute Dif. | Sig | Null | |
CashFlow | 4,422,014.62 | 26,822,769.66 | 22,400,755. 4 | 0.000 | REJECT |
EBIT | −9,696,711.35 | −6,496,666.61 | 3,200,044.75 | 0.495 | |
EBITDA | −572,667.29 | 17,751,650.27 | 18,324,317.56 | 0.001 | REJECT |
EBT | −10,771,666.79 | −10,421,080.30 | 350,586.50 | 0.878 | |
Equity | 2,319,968.97 | 27,909,281.90 | 25,589,312.93 | 0.002 | REJECT |
Employees | 103.88 | 217.92 | 114.04 | 0.000 | REJECT |
INDEB | 134.97 | 90.03 | −44.93 | 0.124 | |
Int Assets | 25,650,929.61 | 68,559,222.82 | 42,908,293.21 | 0.000 | REJECT |
LEV | −375.72 | 2,912.89 | 3,288.61 | 0.003 | REJECT |
Net tur | 23,482,324.81 | 95,930,909.16 | 72,448,584.35 | 0.000 | REJECT |
Oper. Income | 27,951,085.90 | 100,481,721.74 | 72,530,635.84 | 0.000 | REJECT |
P. Expen. | 21,858,216.27 | 62,541,271.01 | 40,683,054.74 | 0.000 | REJECT |
PE/OI | 84.62 | 68.57 | 16.05 | 0.020 | REJECT |
PEA | 241.81 | 314.54 | 72.73 | 0.004 | REJECT |
Profit | −4,702,029.45 | 2,574,452.78 | 7,276,482.23 | 0.036 | REJECT |
Prof. Marg. | −48.57 | −21.22 | 27.35 | 0.083 | |
R. Capital | 9,907,838.86 | 25,488,230.50 | 15,580,391.64 | 0.653 | |
RCE | 83.81 | −6.54 | 90.35 | 0.438 | |
ROA | −21.79 | −5.14 | 16.65 | 0.042 | REJECT |
ROE | 33.88 | −285.39 | 319.27 | 0.341 | |
ROS | −156.02 | −27.23 | 128.79 | 0.018 | REJECT |
Solvency | 0.58 | 0.75 | 0.16 | 0.002 | REJECT |
SRFA | −34.97 | 9.96 | 44.93 | 0.124 | |
T Assets | 93,316,055.83 | 298,027,118.87 | 204,711,063.04 | 0.000 | REJECT |
ITEM | MEAN | Mann–Whitney | |||
---|---|---|---|---|---|
NEC | EC | Absolute Dif. | Sig | Null | |
CashFlow | 13,827,578.24 | 58,167,942.30 | 44,340,364.06 | 0.000 | REJECT |
EBIT | 4,378,329.36 | 21,689,337.18 | 17,311,007.82 | 0.000 | REJECT |
EBITDA | 15,525,750.87 | 68,224,920.43 | 52,699,169.56 | 0.000 | REJECT |
EBT | 2,747,020.11 | 16,224,384.01 | 13,477,363.90 | 0.000 | REJECT |
Equity | 10,033,762.97 | 101,957,187.28 | 91,923,424.31 | 0.000 | REJECT |
Employees | 175.36 | 435.55 | 260.19 | 0.000 | REJECT |
INDEB | 133.28 | 76.56 | 56.72 | 0.008 | REJECT |
Int Assets | 32,696,210.39 | 134,180,988.47 | 101,484,778.08 | 0.000 | REJECT |
LEV | 209.85 | 238.12 | 28.27 | 0.139 | |
Net tur | 51,548,372.13 | 238,771,162.82 | 187,222,790.69 | 0.000 | REJECT |
Oper. Income | 55,413,859.05 | 250,225,914.97 | 194,812,055.92 | 0.000 | REJECT |
P. Expe. | 37,210,381.03 | 148,182,794.12 | 110,972,413.10 | 0.000 | REJECT |
PE/OI | 70.39 | 66.77 | 3.62 | 0.379 | |
PEA | 234.27 | 293.37 | 59.10 | 0.001 | REJECT |
Profit | 2,738,421.01 | 11,632,359.04 | 8,893,938.03 | 0.002 | REJECT |
Prof. Marg. | 5.34 | 2.91 | 2.42 | 0.248 | |
R. Capital | 28,097,762.26 | 83,703,023.71 | 55,605,261.45 | 0.0046 | REJECT |
RCE | 79.23 | 46.33 | 32.91 | 0.356 | |
ROA | 8.80 | 3.69 | 5.11 | 0.511 | |
ROE | 8.86 | 27.07 | 18.21 | 0.001 | REJECT |
ROS | 2.89 | 5.86 | 2.96 | 0.983 | |
Solvency | 0.64 | 0.66 | 0.02 | 0.639 | |
SRFA | −33.28 | 23.44 | 56.72 | 0.008 | REJECT |
T Assets | 119,916,297.34 | 452,026,486.68 | 332,110,189.34 | 0.000 | REJECT |
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Calahorro-López, A.; Ratkai, M.; Vena-Oya, J. The Financial/Accounting Impact of FFP on Participating in European Competitions: An Analysis of the Spanish League. Int. J. Financial Stud. 2022, 10, 81. https://doi.org/10.3390/ijfs10030081
Calahorro-López A, Ratkai M, Vena-Oya J. The Financial/Accounting Impact of FFP on Participating in European Competitions: An Analysis of the Spanish League. International Journal of Financial Studies. 2022; 10(3):81. https://doi.org/10.3390/ijfs10030081
Chicago/Turabian StyleCalahorro-López, Alberto, Melinda Ratkai, and Julio Vena-Oya. 2022. "The Financial/Accounting Impact of FFP on Participating in European Competitions: An Analysis of the Spanish League" International Journal of Financial Studies 10, no. 3: 81. https://doi.org/10.3390/ijfs10030081
APA StyleCalahorro-López, A., Ratkai, M., & Vena-Oya, J. (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. https://doi.org/10.3390/ijfs10030081