Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football
Abstract
:1. Introduction
2. Previous Literature
2.1. Transparency and Social Performance in Professional Spanish Football
2.2. Accountability and Financial Performance in Professional Football
2.3. Social Performance vs. Financial Performance in Spanish Professional Football
2.4. Formulation of Hypotheses
3. Materials and Methods
3.1. Sample and Data
3.2. Empirical Analysis
4. Results
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Min | Max | Mean | Std. Dev. | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2015 | 2016 | 2019 | 2015 | 2016 | 2019 | 2015 | 2016 | 2019 | 2015 | 2016 | 2019 | |
INFUT | 10.00 | 15.80 | 53.13 | 100.00 | 100.00 | 100.00 | 44.21 | 62.81 | 93.63 | 23.23 | 23.39 | 10.68 |
INCLUB | 22.20 | 16.70 | 65.00 | 100.00 | 100.00 | 100.00 | 51.21 | 75.73 | 94.17 | 23.04 | 23.29 | 9.17 |
INSOC | 16.70 | 30.60 | 64.29 | 100.00 | 100.00 | 100.00 | 51.34 | 74.11 | 96.68 | 22.91 | 21.89 | 6.94 |
INEF | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 100.00 | 34.24 | 49.64 | 90.60 | 30.60 | 33.84 | 22.64 |
INCS | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 100.00 | 22.44 | 40.73 | 87.62 | 28.00 | 33.94 | 24.18 |
INT | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 100.00 | 52.10 | 64.30 | 94.18 | 27.86 | 24.65 | 16.87 |
CAUSAL SEQUENCE | SIGN OF THE RELATIONSHIP | ||
---|---|---|---|
Positive | Neutral | Negative | |
SP →FP | Social impact hypothesis | Hypothesis of the “moderator” variables | Trade-off hypothesis |
FP →SP | Hypothesis of the availability of funds | Hypothesis of opportunism of managers | |
SP ↔ FP | Positive synergy | Negative synergy |
Regulatory Framework | Performance | Variables | Indicators |
---|---|---|---|
TL 19/2013 | Social Performance | Transparency | Index INFUT |
UEFA’s FFP/LFP’s RCE | Financial Performance | Accountability | ROA/Leverage/Solvency/Liquidity/Herfindahl Index |
Variable | Min | Max | Mean | Std. Dev. |
---|---|---|---|---|
INFUT | 10.000 | 100.000 | 70.436 | 28.594 |
ROA | −35.276 | 45.625 | 6.884 | 13.945 |
LEV | −26.344 | 22.703 | 2.816 | 6.697 |
SOLV | 0.222 | 8.361 | 1.749 | 1.378 |
LIQ | 0.057 | 6.761 | 0.977 | 0.984 |
INDICE H t-1 | 0.253 | 1.000 | 0.475 | 0.176 |
LOG ACT | 15.291 | 21.030 | 18.018 | 1.380 |
TIME | 1.000 | 3.000 | 2.000 | 0.821 |
Variables | INFUT | ROA | LEV | SOLV | LIQ | IH t-1 | SIZE | TIME |
---|---|---|---|---|---|---|---|---|
INFUT | 1 | |||||||
ROA | 0.135 | 1 | ||||||
LEV | −0.068 | −0.057 | 1 | |||||
SOLV | 0.179 | −0.048 | −0.123 | 1 | ||||
LIQ | 0.155 | −0.09 | −0.127 | 0.728 | 1 | |||
IH t-1 | −0.029 | −0.144 | −0.101 | 0.276 | 0.416 | 1 | ||
SIZE | 0.153 | −0.035 | 0.31 | −0.321 | −0.302 | −0.295 | 1 | |
TIME | 0.725 | −0.023 | 0.007 | 0.09 | 0.113 | 0.076 | 0.143 | 1 |
MODEL 1 Random-Effects GLS Regression | MODEL 2 FGLS Regression | |||||
---|---|---|---|---|---|---|
Coefficient | z | Significance | Coefficient | z | Significance | |
ROAit | 0.3182122 | 2.01 | 0.044 ** | 0.361393 | 7.59 | 0.000 *** |
LEVit | −0.3610613 | −1.09 | 0.275 | −0.485518 | −3.49 | 0.000 *** |
SOLVit | 3.513109 | 1.47 | 0.142 | 2.755744 | 3.69 | 0.000 *** |
LIQit | 0.0089839 | 0.00 | 0.998 | 2.173572 | 2.03 | 0.043 ** |
IHit-1 | −10.72099 | −0.79 | 0.428 | −16.40291 | −4.42 | 0.000 *** |
SIZEit | 2.519967 | 1.25 | 0.213 | 2.160404 | 2.77 | 0.006 ** |
TIMEit | 24.43574 | 10.23 | 0.000 *** | 24.03663 | 21.65 | 0.000 *** |
Constant | −26.06973 | −0.69 | 0.493 | −17.98682 | −1.43 | 0.152 |
R-sq = | 0.5869 | Time periods = | 3 | |||
Number Observations = | 84 | Number Observations = | 84 | |||
Number of groups = | 28 | Number of groups = | 28 |
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Urdaneta, R.; Guevara-Pérez, J.C.; Llena-Macarulla, F.; Moneva, J.M. Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football. Sustainability 2021, 13, 8663. https://doi.org/10.3390/su13158663
Urdaneta R, Guevara-Pérez JC, Llena-Macarulla F, Moneva JM. Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football. Sustainability. 2021; 13(15):8663. https://doi.org/10.3390/su13158663
Chicago/Turabian StyleUrdaneta, Rudemarlyn, Juan C. Guevara-Pérez, Fernando Llena-Macarulla, and José M. Moneva. 2021. "Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football" Sustainability 13, no. 15: 8663. https://doi.org/10.3390/su13158663
APA StyleUrdaneta, R., Guevara-Pérez, J. C., Llena-Macarulla, F., & Moneva, J. M. (2021). Transparency and Accountability in Sports: Measuring the Social and Financial Performance of Spanish Professional Football. Sustainability, 13(15), 8663. https://doi.org/10.3390/su13158663