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No Better Moment to Score a Goal than Just Before Half Time? A Soccer Myth Statistically Tested

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  • Baert, Stijn

    (Ghent University)

  • Amez, Simon

    (Ghent University)

Abstract

We test the soccer myth suggesting that a particularly good moment to score a goal is just before half time. To this end, rich data on 1,179 games played in the UEFA Champions League and UEFA Europa League are analysed. In contrast to the myth, we find that, conditional on the goal difference and other game characteristics at half time, the final goal difference at the advantage of the home team is 0.520 goals lower in case of a goal just before half time by this team. We show that this finding relates to this team's lower probability of scoring a goal during the second half.

Suggested Citation

  • Baert, Stijn & Amez, Simon, 2016. "No Better Moment to Score a Goal than Just Before Half Time? A Soccer Myth Statistically Tested," IZA Discussion Papers 9980, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp9980
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    1. Oberhofer, Harald & Philippovich, Tassilo & Winner, Hannes, 2010. "Distance matters in away games: Evidence from the German football league," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 200-211, April.
    2. Russell A. Hill & Robert A. Barton, 2005. "Red enhances human performance in contests," Nature, Nature, vol. 435(7040), pages 293-293, May.
    3. Sutter, Matthias & Kocher, Martin G., 2004. "Favoritism of agents - The case of referees' home bias," Journal of Economic Psychology, Elsevier, vol. 25(4), pages 461-469, August.
    4. Pettersson-Lidbom, Per & Priks, Mikael, 2010. "Behavior under social pressure: Empty Italian stadiums and referee bias," Economics Letters, Elsevier, vol. 108(2), pages 212-214, August.
    5. Peter Dawson & Stephen Dobson & John Goddard & John Wilson, 2007. "Are football referees really biased and inconsistent?: evidence on the incidence of disciplinary sanction in the English Premier League," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(1), pages 231-250, January.
    6. Jan C. van Ours & Martin A. van Tuijl, 2016. "In-Season Head-Coach Dismissals And The Performance Of Professional Football Teams," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 591-604, January.
    7. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    8. Gerd Muehlheusser & Sandra Schneemann & Dirk Sliwka, 2016. "The Impact Of Managerial Change On Performance: The Role Of Team Heterogeneity," Economic Inquiry, Western Economic Association International, vol. 54(2), pages 1128-1149, April.
    9. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
    10. Vincenzo Scoppa, 2008. "Are subjective evaluations biased by social factors or connections? An econometric analysis of soccer referee decisions," Empirical Economics, Springer, vol. 35(1), pages 123-140, August.
    11. Benno Torgler & Sascha Schmidt, 2007. "What shapes player performance in soccer? Empirical findings from a panel analysis," Applied Economics, Taylor & Francis Journals, vol. 39(18), pages 2355-2369.
    12. Bruno S. Frey & Markus Schaffner & Sascha L. Schmidt & Benno Torgler, 2013. "Do Employees Care About Their Relative Income Position? Behavioral Evidence Focusing on Performance in Professional Team Sport," Social Science Quarterly, Southwestern Social Science Association, vol. 94(4), pages 912-932, December.
    13. Luis Garicano & Ignacio Palacios-Huerta & Canice Prendergast, 2005. "Favoritism Under Social Pressure," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 208-216, May.
    14. Daniel Link & Steffen Lang & Philipp Seidenschwarz, 2016. "Real Time Quantification of Dangerousity in Football Using Spatiotemporal Tracking Data," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-16, December.
    15. Dawson, Peter & Dobson, Stephen, 2010. "The influence of social pressure and nationality on individual decisions: Evidence from the behaviour of referees," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 181-191, April.
    16. Stefan Szymanski, 2003. "The Assessment: The Economics of Sport," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 19(4), pages 467-477, Winter.
    17. Barry Reilly & Robert Witt, 2013. "Red cards, referee home bias and social pressure: evidence from English Premiership Soccer," Applied Economics Letters, Taylor & Francis Journals, vol. 20(7), pages 710-714, May.
    18. Benno Torgler, 2004. "The Economics of the FIFA Football Worldcup," Kyklos, Wiley Blackwell, vol. 57(2), pages 287-300, May.
    19. Bas ter Weel, 2011. "Does Manager Turnover Improve Firm Performance? Evidence from Dutch Soccer, 1986-2004," CPB Discussion Paper 166, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Stefano d’Addona & Axel Kind, 2014. "Forced Manager Turnovers in English Soccer Leagues," Journal of Sports Economics, , vol. 15(2), pages 150-179, April.
    21. R. H. Koning, 2003. "An econometric evaluation of the effect of firing a coach on team performance," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 555-564.
    22. Tim R. L. Fry & Guillaume Galanos & Alberto Posso, 2014. "Let's Get Messi? Top-Scorer Productivity in the European Champions League," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(3), pages 261-279, July.
    23. Andreas Heuer & Oliver Rubner, 2012. "How Does the Past of a Soccer Match Influence Its Future? Concepts and Statistical Analysis," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-7, November.
    24. Hlasny, V. & Kolaric, S., 2015. "Catch Me If You Can - Referee–Team Relationships and Disciplinary Cautions in Football," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 74994, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    25. Vladimir Hlasny & Sascha Kolaric, 2017. "Catch Me If You Can," Journal of Sports Economics, , vol. 18(6), pages 560-591, August.
    26. Anne-Line Balduck & Anita Prinzie & Marc Buelens, 2010. "The effectiveness of coach turnover and the effect on home team advantage, team quality and team ranking," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(4), pages 679-689.
    27. Bäker Agnes & Vetter Karin & Mechtel Mario, 2012. "Beating thy Neighbor: Derby Effects in German Professional Soccer," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(3), pages 224-246, June.
    28. Andreas Heuer & Christian Müller & Oliver Rubner & Norbert Hagemann & Bernd Strauss, 2011. "Usefulness of Dismissing and Changing the Coach in Professional Soccer," PLOS ONE, Public Library of Science, vol. 6(3), pages 1-7, March.
    29. Caliendo, Marco & Radic, Dubravko, 2006. "Ten Do It Better, Do They? An Empirical Analysis of an Old Football Myth," IZA Discussion Papers 2158, Institute of Labor Economics (IZA).
    30. Ray Bachan & Barry Reilly & Robert Witt, 2014. "Team performance and race: evidence from the English and French national soccer teams," Applied Economics, Taylor & Francis Journals, vol. 46(13), pages 1535-1546, May.
    31. Fiona Carmichael & Dennis Thomas, 2005. "Home-Field Effect and Team Performance," Journal of Sports Economics, , vol. 6(3), pages 264-281, August.
    32. Mechtel, Mario & Brändle, Tobias & Stribeck, Agnes & Vetter, Karin, 2010. "Red Cards: Not Such Bad News For Penalized Guest Teams," MPRA Paper 21430, University Library of Munich, Germany.
    33. Jonah Berger & Devin Pope, 2011. "Can Losing Lead to Winning?," Management Science, INFORMS, vol. 57(5), pages 817-827, May.
    34. Babatunde Buraimo & David Forrest & Robert Simmons, 2010. "The 12th man?: refereeing bias in English and German soccer," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(2), pages 431-449, April.
    35. Page, Katie & Page, Lionel, 2010. "Alone against the crowd: Individual differences in referees' ability to cope under pressure," Journal of Economic Psychology, Elsevier, vol. 31(2), pages 192-199, April.
    36. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
    37. Thomas J. Dohmen, 2008. "The Influence Of Social Forces: Evidence From The Behavior Of Football Referees," Economic Inquiry, Western Economic Association International, vol. 46(3), pages 411-424, July.
    38. Bas Weel, 2011. "Does Manager Turnover Improve Firm Performance? Evidence from Dutch Soccer, 1986–2004," De Economist, Springer, vol. 159(3), pages 279-303, September.
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    Cited by:

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    3. Gomez, Miguel-Angel & Reus, Marc & Parmar, Nimai & Travassos, Bruno, 2020. "Exploring elite soccer teams’ performances during different match-status periods of close matches’ comebacks," Chaos, Solitons & Fractals, Elsevier, vol. 132(C).
    4. Simon Amez & Stijn Baert & Brecht Neyt & Maarten Vandemaele, 2020. "No evidence for second leg home advantage in recent seasons of European soccer cups," Applied Economics Letters, Taylor & Francis Journals, vol. 27(2), pages 156-160, January.
    5. Rubén Maneiro & José Luís Losada & Claudio A. Casal & Antonio Ardá, 2021. "Identification of Explanatory Variables in Possession of the Ball in High-Performance Women’s Football," IJERPH, MDPI, vol. 18(11), pages 1-14, May.
    6. Philippe Meier & Maximilian Rüdisser & Raphael Flepp & Egon Franck, 2019. "The advantage of scoring just before the halftime break – pure myth? Quasi-experimental evidence from European football," Working Papers 382, University of Zurich, Department of Business Administration (IBW).
    7. De Meyere, Arne & Vanruymbeke, Ward & Baert, Stijn, 2018. "Player Dismissal and Full Time Results in the UEFA Champions League and Europa League," IZA Discussion Papers 11722, Institute of Labor Economics (IZA).
    8. Henrich R Greve & Jo Nesbø & Nils Rudi & Marat Salikhov, 2020. "Are goals scored just before halftime worth more? An old soccer wisdom statistically tested," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-11, October.
    9. Philippe Meier & Raphael Flepp & Maximilian Ruedisser & Egon Franck, 2020. "The Advantage of Scoring Just Before the Half-Time Break—Pure Myth? Quasi-Experimental Evidence From European Football," Journal of Sports Economics, , vol. 21(5), pages 548-565, June.
    10. Marius Ötting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2023. "Gambling on Momentum in Contests," Economics Discussion Papers em-dp2023-08, Department of Economics, University of Reading.
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    More about this item

    Keywords

    fixed effects regression models; soccer; sports; goal scoring;
    All these keywords.

    JEL classification:

    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • J44 - Labor and Demographic Economics - - Particular Labor Markets - - - Professional Labor Markets and Occupations
    • Z00 - Other Special Topics - - General - - - General

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