Research article

Scientific method for assessing "Real Madrid DNA": merely a catchy journalistic term or reality?

  • Received: 05 April 2024 Revised: 04 June 2024 Accepted: 11 June 2024 Published: 14 June 2024
  • JEL Codes: C23, J30, L25, L83, Z20

  • The purpose of this study was to evaluate whether the frequent references to "Real Madrid DNA", when a team comes from behind in the last minutes of a match, could be understood as merely a journalistic surrogate for truth or having simply degenerated into a catchy phrase without much meaning. We took, as a case study, clubs playing in the top division of the Spanish league between the 2010–2011 and 2021-2022 seasons, resulting in an unbalanced panel with 34 clubs that played at least one season in that category. As for the methodology, a variable was created to measure the percentage of times a club comes from behind in the last minutes of a match and explained using a model that included the economic power of the club, other match-specific variables, and fixed effects to assess whether a differentiating effect for Real Madrid (RM) was detected. Concerning empirical findings, it can be asserted that RM's undoubted ability to improve its results in the final stretch of matches comes mainly from money but also from something else hard to explain. Put differently, finding support to RM having something special, which we can refer to as its DNA. RM's fixed effect is not only positive and different from zero but also higher than any other team. Indeed, it differs from the remaining ones from a statistical point of view.

    Citation: Adolfo Maza. Scientific method for assessing 'Real Madrid DNA': merely a catchy journalistic term or reality?[J]. National Accounting Review, 2024, 6(2): 291-313. doi: 10.3934/NAR.2024013

    Related Papers:

  • The purpose of this study was to evaluate whether the frequent references to "Real Madrid DNA", when a team comes from behind in the last minutes of a match, could be understood as merely a journalistic surrogate for truth or having simply degenerated into a catchy phrase without much meaning. We took, as a case study, clubs playing in the top division of the Spanish league between the 2010–2011 and 2021-2022 seasons, resulting in an unbalanced panel with 34 clubs that played at least one season in that category. As for the methodology, a variable was created to measure the percentage of times a club comes from behind in the last minutes of a match and explained using a model that included the economic power of the club, other match-specific variables, and fixed effects to assess whether a differentiating effect for Real Madrid (RM) was detected. Concerning empirical findings, it can be asserted that RM's undoubted ability to improve its results in the final stretch of matches comes mainly from money but also from something else hard to explain. Put differently, finding support to RM having something special, which we can refer to as its DNA. RM's fixed effect is not only positive and different from zero but also higher than any other team. Indeed, it differs from the remaining ones from a statistical point of view.



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    [1] Apesteguia J, Palacios-Huerta I (2010) Psychological pressure in competitive environments: Evidence from a randomized natural experiment. Am Econ Rev 100: 2548–2564. https://doi.org/10.1257/aer.100.5.2548 doi: 10.1257/aer.100.5.2548
    [2] Arrondel L, Duhautois R, Laslier JF (2019) Decision under psychological pressure: The shooter's anxiety at the penalty kick. J Econ Psychol 70: 22–35. https://doi.org/10.1016/j.joep.2018.10.008 doi: 10.1016/j.joep.2018.10.008
    [3] Badiella L, Puig P, Lago-Peñas C, et al. (2023) Influence of red and yellow cards on team performance in elite soccer. Ann Oper Res 325: 149–165. https://doi.org/10.1007/s10479-022-04733-0 doi: 10.1007/s10479-022-04733-0
    [4] Baena V (2023) Impossible is nothing even in times of COVID-19. Effective strategy lessons from the Real Madrid F.C. Soccer Soc 25: 289–306. https://doi.org/10.1080/14660970.2023.2248909 doi: 10.1080/14660970.2023.2248909
    [5] Baker R, McHale IG (2022) 'Form is temporary, class is permanent': identifying a longer-term hot hand in golf. J Quant Anal Sports 18: 241–251. https://doi.org/10.1515/jqas-2022-0051 doi: 10.1515/jqas-2022-0051
    [6] Banko L, Leeds EM, Leeds MA (2016) Gender differences in response to setbacks: Evidence from professional tennis. Soc Sci Q 97: 161–176. https://doi.org/10.1111/ssqu.12230 doi: 10.1111/ssqu.12230
    [7] Bar-Eli M, Krumer A, Morgulev E (2020) Ask not what economics can do for sports-Ask what sports can do for economics. J Behav Exp Econ 89: 101597. https://doi.org/10.1016/j.socec.2020.101597 doi: 10.1016/j.socec.2020.101597
    [8] Bilek G, Ulas E (2019) Predicting match outcome according to the quality of opponent in the English premier league using situational variables and team performance indicators. Int J Perform Anal Sport 19: 930–941. https://doi.org/10.1080/24748668.2019.1684773 doi: 10.1080/24748668.2019.1684773
    [9] Binder JJ, Findlay M (2012) The effects of the Bosman ruling on national and club teams in Europe. J Sport Econ 13: 107–129. https://doi.org/10.1177/1527002511400278 doi: 10.1177/1527002511400278
    [10] Bucciol A, Hu A, Zarri L (2019) The effects of prior outcomes on managerial risk taking: Evidence from Italian professional soccer. J Econ Psychol 75: 102090. https://doi.org/10.1016/j.joep.2018.07.006 doi: 10.1016/j.joep.2018.07.006
    [11] Cabras S, Tena JD (2023) Implicit institutional incentives and individual decisions: Causal inference with deep learning models. Manag Decis Econ 44: 3739–3754. https://doi.org/10.1002/mde.3905 doi: 10.1002/mde.3905
    [12] Calero J, del Corral J (2014) Is human capital protection effective? The case of the Basque Country in Spanish football. Sport Bus Manag 4: 223–236. https://doi.org/10.1108/SBM-07-2013-0025 doi: 10.1108/SBM-07-2013-0025
    [13] Carmichael F, McHale I, Thomas D (2011) Maintaining market position: Team performance, revenue and wage expenditure in the English Premier League. Bull Econ Res 63: 464–497. https://doi.org/10.1111/j.1467-8586.2009.00340.x doi: 10.1111/j.1467-8586.2009.00340.x
    [14] Caruso R, Bellavite Pellegrini C, Di Domizio M (2016) Does diversity in the payroll affect soccer teams' performance? Evidence from the Italian Serie A. MPRA (Working paper no. 75644), University Library of Munich, Germany.
    [15] Cohen-Zada D, Krumer A, Rosenboim M, et al. (2017) Choking under pressure and gender: Evidence from professional tennis. J Econ Psychol 61: 176–190. https://doi.org/10.1016/j.joep.2017.04.005 doi: 10.1016/j.joep.2017.04.005
    [16] De Paola M, Scoppa V (2017) Gender differences in reaction to psychological pressure: Evidence from tennis players. Eur J Work Organ Psychol 26: 444–456. https://doi.org/10.1080/1359432X.2017.1307178 doi: 10.1080/1359432X.2017.1307178
    [17] Dimitrov D, Helmenstein C, Kleissner A, et al. (2006) Die makroökonomischen effekte des sports in Europa. Studie in Auftrag des Bundeskanzleramts, Viena: Sektion Sport.
    [18] Fløtnes T (2011) Factors of success for Norwegian top football clubs—And why profit making is difficult for European football clubs. Available from: http://studenttheses.cbs.dk/handle/10417/2923.
    [19] Forrest D, Simmons R (2002) Team salaries and playing success in sports: A comparative perspective, In: Albach, H., Frick, B., Sportökonomie. ZfB—Ergänzungshefte, Wiesbaden: Gabler Verlag. https://doi.org/10.1007/978-3-663-07711-4_12
    [20] Frick B (2005) "... und Geld schiesst eben doch Tore". Die voraussetzungen sportlichen und wirtschaftlichen erfolges in der fussball-Bundesliga[in German]. Sportwissenschaft 35: 250–270.
    [21] Frick B (2013) Team wage bills and sporting performance: Evidence from (major and minor) European football leagues. In: Rodríguez, P., Kesenne, S., Garcia Villar, J., The Econometrics of Sport, UK: Edward Elgar Publishing. https://doi.org/10.4337/9781781002865.00012
    [22] García C (2021) Real Madrid and public relations: applying the circuit of culture to organizational values. Soccer Soc 22: 442–456. https://doi.org/10.1080/14660970.2020.1824909 doi: 10.1080/14660970.2020.1824909
    [23] Garcia-del-Barrio P, Szymanski S (2009) Goal! Profit maximization and win maximization in football leagues. Rev Ind Organ 34: 45–68. https://doi.org/10.1007/s11151-009-9203-6 doi: 10.1007/s11151-009-9203-6
    [24] Gásquez R, Royuela V (2014) Is football an indicator of development at the international level? Soc Indic Res 117: 827–848. https://doi.org/10.1007/s11205-013-0368-x doi: 10.1007/s11205-013-0368-x
    [25] Gásquez R, Royuela V (2016) The determinants of international football success: A panel data analysis of the Elo rating. Soc Sci Q 97: 125–141. https://doi.org/10.1111/ssqu.12262 doi: 10.1111/ssqu.12262
    [26] Iso-Ahola SE, Dotson CO (2016) Psychological momentum-a key to continued success. Front Psychol 31: 1328. https://doi.org/10.3389/fpsyg.2016.01328 doi: 10.3389/fpsyg.2016.01328
    [27] Kuper S, Szymanski S (2009) Soccereconomics: why England loses, why Germany and Brazil win, and why the US, Japan, Australia, Turkey and even Iraq are destined to become the kings of the world's most popular sport, New York: Nation Books.
    [28] Lei X, Humphreys BR (2013) Game importance as a dimension of uncertainty of outcome. J Quant Anal Sports 9: 25–36. https://doi.org/10.1515/jqas-2012-0019 doi: 10.1515/jqas-2012-0019
    [29] Leite W, Silva CD (2023) Can socio-cultural predictors help explain the home advantage gap in European men's and women's football? Soccer Soc 24: 725–736. https://doi.org/10.1080/14660970.2022.2116012 doi: 10.1080/14660970.2022.2116012
    [30] Llorca M, Teste T (2016) Dépenses salariales et performance dans l'industrie du football[in French]. Revue Française d'Économie 21: 125. https://doi.org/10.3917/rfe.162.0125
    [31] Madsen DØ, Stenheim T, Boas Hansen S, et al. (2018) Wage expenditures and sporting success: An analysis of Norwegian and Swedish football 2010–2013. Cogent Soc Sci 4: 1457423. https://doi.org/10.1080/23311886.2018.1457423 doi: 10.1080/23311886.2018.1457423
    [32] Marcén M (2016) The Bosman ruling and the presence of native football players in their home league: the Spanish case. Eur Law Econ 42: 209–235. https://doi.org/10.1007/s10657-016-9541-4 doi: 10.1007/s10657-016-9541-4
    [33] Martins HSR, Duarte AR, Barbosa JJ, et al. (2023) Home team's advantage reduced without crowd support after the COVID-19 outbreak. Soccer Soc 24: 636–653. https://doi.org/10.1080/14660970.2022.2088526 doi: 10.1080/14660970.2022.2088526
    [34] Meier P, Flepp E, Ruedisser M, et al. (2020) Separating psychological momentum from strategic momentum: Evidence from men's professional tennis. J Econ Psychol 78: 102269. https://doi.org/10.1016/j.joep.2020.102269 doi: 10.1016/j.joep.2020.102269
    [35] Morgulev E (2023) Streakiness is not a theory: On "momentums" (hot hands) and their underlying mechanisms. J Econ Psychol 96: 102627. https://doi.org/10.1016/j.joep.2023.102627 doi: 10.1016/j.joep.2023.102627
    [36] Morgulev E, Azar OH, Bar-Elia M (2019) Does a "comeback" create momentum in overtime? Analysis of NBA tied games. J Econ Psychol 75: 102126. https://doi.org/10.1016/j.joep.2018.11.005 doi: 10.1016/j.joep.2018.11.005
    [37] Osso F, Szymansky S (1991) Who are the champions? (An analysis of football and architecture). Bus Strategy Rev 2: 113–130. https://doi.org/10.1111/j.1467-8616.1991.tb00155.x doi: 10.1111/j.1467-8616.1991.tb00155.x
    [38] Pérez L (2021) Will we lose if we lose you? Players' absence, teams' performance and the overlapping of competitions. J Sport Econ 22: 722–734. https://doi.org/10.1177/15270025211008499 doi: 10.1177/15270025211008499
    [39] Ransom K, Weinberg R (1985) Effect of situation criticality on performance of elite male and female tennis players. J Sport Behav 8 (3): 144–148.
    [40] Rodriguez-Pomeda J, Casani F, Alonso-Almeida M (2017) Emotions' management within the Real Madrid football club business model. Soccer Soc 18: 431–444. https://doi.org/10.1080/14660970.2014.980736 doi: 10.1080/14660970.2014.980736
    [41] Rosenqvist O (2019) Are the most competitive men more resilient to failures than the most competitive women? Evidence from professional golf tournaments. Soc Sci Q 100: 578–591. https://doi.org/10.1111/ssqu.12606 doi: 10.1111/ssqu.12606
    [42] Royuela V, Gásquez R (2019) On the influence of foreign players on the success of football clubs. J Sport Econ 20: 718–741. https://doi.org/10.1177/1527002518807960 doi: 10.1177/1527002518807960
    [43] Scelles N, Durand C, Bonnal L, et al. (2013) 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. Appl Econ 45: 4184–4192. https://doi.org/10.1080/00036846.2013.770124 doi: 10.1080/00036846.2013.770124
    [44] Sonnabend H (2020) On discouraging environments in team contests: Evidence from top-level beach volleyball. Manag Decis Econ 41: 986–997. https://doi.org/10.1002/mde.3153 doi: 10.1002/mde.3153
    [45] Steeger GM, Dulin JL, Gonzalez GO (2021) Winning and losing streaks in the National Hockey League: Are teams experiencing momentum or are games a sequence of random events? J Quant Anal Sports 17: 155–170. https://doi.org/10.1515/jqas-2020-0077 doi: 10.1515/jqas-2020-0077
    [46] Szymanski S (2003) The economic design of sporting contest. J Econ Lit 41: 1137–1187. https://doi.org/10.1257/jel.41.4.1137 doi: 10.1257/jel.41.4.1137
    [47] Szymanski S, Smith R (1997) The English football industry: Profit, performance and industrial structure. Int Rev Appl Econ 11: 135–153. https://doi.org/10.1080/02692179700000008 doi: 10.1080/02692179700000008
    [48] The Economist (2014) Everything to play for. Good managers matter, but not as much as money does. Available from: http://www.economist.com/news/britain/21601873-goodmanagers-matter-not-much-money-does-everything-play.
    [49] Triguero-Ruiz F, Avila-Cano A (2018) Measuring competitive balance in the major European soccer leagues. J Phys Educ Sport 18: 1335–1340. https://doi.org/10.7752/jpes.2018.s3198 doi: 10.7752/jpes.2018.s3198
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