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CIES Football Observatory Monthly Report n 40 - December 2018 Competitive balance: a spatio-temporal comparison Drs Raffaele Poli, Loïc Ravenel and Roger Besson 1. Introduction Competitive balance is a crucial issue for the whole of collective sports. Football is no exception. American professional sport is even structurally organised to avoid too great an imbalance between teams. From a commercial perspective, the basic assumption is that uncertainty favours spectacle and revenues. The question of the balance of forces at play also has a moral dimension. It notably raises the issue of the equality of chance. A competitive balance allows a greater number of teams to attain victory, including those from countries or towns that are on the margins economically. However, competitive imbalance undermines the principle of uncertainty in sport. The 40th Monthly Report of the CIES Football Observatory analyses competitive balance from a spatio-temporal perspective. The sample includes 24 European competitions over a period of ten seasons between 2008/09 and 2017/18. The first part focuses on the league rankings at the end of the regular season, while the second analyses the results per match. Figure 1: study sample Big-5 leagues [ENG1] Premier League (2008/09-2017/08) (matches) 3'800 [ESP1] La Liga (2008/09-2017/08) 3'800 [FRA1] Ligue 1 (2008/09-2017/08) 3'799 [GER1] Bundesliga (2008/09-2017/08) 3'060 [ITA1] Serie A (2008/09-2017/08) 3'800 Other domestic leagues [AUT1] Bundesliga (2008/09-2017/08) 1'800 [BEL1] First Division A (2008/09-2017/08) 2'908 [DEN1] Superliga (2008/09-2017/08) 2'056 [ENG2] Championship (2008/09-2017/08) 5'520 [FIN1] Veikkausliiga (2009-2018) 1'948 [FRA2] Ligue 2 (2008/09-2017/08) 3'800 [GER2] 2. Bundesliga (2008/09-2017/08) 3'060 [ITA2] Serie B (2008/09-2017/08) 4'620 [NED1] Eredivisie (2008/09-2017/08) 3'060 [NOR1] Eliteserien (2009-2018) 2'400 [POR1] Primeira Liga (2008/09-2017/08) 2'664 [POL1] Ekstraklasa (2008/09-2017/08) 2'680 [RUS1] Premier League (2008/09-2017/08) 2'256 [SCO1] Premiership (2008/09-2017/08) 2'280 [SUI1] Super League (2008/09-2017/08) 1'782 [SWE1] Allsvenskan (2009-2018) 2'399 [TUR1] Süper Lig (2008/09-2017/08) 3'026 European competitions [UEFA CL] Champions League (2008/09-2017/08) 1'250 [UEFA EL] Europa League (2008/09-2017/08) 1'986 Total 69'754 1

2. Imbalances by season Numerous approaches are possible to measure competitive balance over the course of a season. In order to maintain concision and simplicity, two indicators reflecting the level of domination of the top teams were retained for this report. They are the percentage of points achieved by the club having finished the regular season at the top of the rankings, respectively by the teams ranked in the top three places. The analysis excludes the eventual point penalties attributed to clubs. For the two indicators, the results show the trend towards a greater competitive imbalance. The percentage of points obtained by the champions increased from 72.3% during the first lustre taken into account to 74.5% during the latter. The average proportion of points for the three top ranked teams has also increased between the two periods: from 66.3% to 67.6%. In the two cases, a new record was set during the last season analysed. The same analysis at the level of the big-5 European leagues shows that the level of imbalance is even more apparent and on the increase. During the 2017/18 season, big-5 leagues champions achieved a record of 83.3% of points. This proportion is 10% greater than that measured in 2008/09. The average percentage between the first and last lustre studied increased from 76.0% to 80.8%. The analysis for the clubs ranked in the top three places shows the same trend towards increasing imbalance. Figure 2: % of points of the champions and the three top ranked clubs, 22 leagues Champions 71.2% 72.9% 72.1% 71.6% 73.6% 74.5% 74.2% 75.2% 76.0% 72.6% 66.6% 67.3% 65.4% 65.9% 66.1% 67.0% 66.5% 67.6% 68.2% 68.6% Top 3 Figure 3: % of points of the champions and the top three ranked clubs, big-5 Champions 73.4% 74.3% 73.3% 78.2% 80.8% 82.0% 83.3% 80.2% 81.3% 77.1% 74.4% 74.9% 68.9% 69.2% 70.6% 70.7% 70.1% 71.5% 72.9% 67.2% Top 3 2

The spatial comparison allows for the highlighting of the differences between championships. At one extreme, the clubs having won the Portuguese top division obtained 84.4% of possible points. At the other, the champions of the French second division only achieved 64.4% of points. In 16 out of 22 leagues, the percentage of points obtained by champions went up between the first and last five seasons studied. The three greatest increases were recorded in the big-5 leagues: Ligue 1 (+10.0%), Serie A (+8.3%) and Bundesliga (+7.2%). Figure 4: average % of points of champions, by league Total 2009-13 2014-18 Evolution POR1 84.4% 85.1% 83.7% -1.4% ESP1 82.7% 84.6% 80.9% -3.7% SCO1 79.8% 77.0% 82.6% +5.6% GER1 79.3% 75.7% 82.9% +7.2% NED1 78.3% 76.7% 80.0% +3.3% ITA1 77.6% 73.5% 81.8% +8.3% ENG1 77.3% 76.1% 78.4% +2.3% FRA1 75.0% 70.0% 80.0% +10.0% TUR1 74.1% 73.4% 74.9% +1.5% BEL1 73.4% 75.7% 71.1% -4.6% NOR1 72.8% 71.1% 74.5% +3.4% SUI1 72.7% 70.8% 74.6% +3.8% DEN1 72.5% 71.9% 73.0% +1.1% RUS1 71.7% 71.1% 72.2% +1.1% SWE1 70.8% 69.3% 72.2% +2.9% FIN1 70.4% 70.7% 70.1% -0.6% AUT1 70.1% 67.8% 72.4% +4.6% GER2 67.7% 69.6% 65.9% -3.7% ENG2 67.7% 66.1% 69.3% +3.2% POL1 66.8% 68.4% 65.1% -3.3% ITA2 64.6% 63.8% 65.4% +1.6% FRA2 64.4% 61.6% 67.2% +5.6% 3

3. Imbalances by match Competitive balance can also be measured at match level. This kind of analysis has the advantage to allow for the inclusion of international competitions such as those organised by UEFA: the Champions League and the Europa League. In the two cases, only the matches played from the group stages on were included in the calculations. The average goal gap per game and the percentage of matches where there was a goal difference of three or more are particularly pertinent indicators to measure competitive balance at match level. The results here also indicate a trend towards imbalance. The goal difference per match went up from 1.309 for the first five seasons studied to 1.338 for the last five. The percentage of matches with a goal difference of three or more also increased between the same periods: from 14.3% to 15.3%. In the two cases, the highest value was recorded during the last season studied. Figure 5: average goal difference per game, 24 competitions 1.289 1.315 1.312 1.327 1.304 1.342 1.312 1.322 1.355 1.357 Figure 6: % of matches with a goal gap of three or more, 24 competitions 14.6% 14.4% 14.5% 13.8% 14.2% 15.8% 14.4% 14.8% 15.8% 15.8% 4

The same trend towards a greater imbalance was measured at the level of the five major European championships. While the values for the 2017/18 season are not the highest ever recorded, the averages between the first and the last of the two lustres studied are explicit. The goal difference per match has risen from 1.325 to 1.400 and the percentage of matches with a goal gap of three or more went up from 14.7% to 16.7%. Figure 7: average goal difference per game, big-5 1.294 1.333 1.304 1.363 1.329 1.429 1.323 1.373 1.464 1.408 Figure 8: % of matches with a goal gap of three or more, big-5 15.2% 16.0% 17.0% 16.3% 18.5% 18.0% 13.9% 13.8% 14.4% 13.9% 5

Over the ten seasons studied, the biggest average goal difference per match was measured at the level of the UEFA Champions League: 1.58 goals. The premier competition of European football is also that presenting the highest proportion of matches which concluded with a goal gap of at least three: 21.0%. As for the average goal difference, Champions League is also where the trend towards imbalance is the most apparent between the first and last five seasons taken into account. For the second indicator, a greater tendency towards imbalance was only observed in the French Ligue 1. Figure 9: average goal difference per game, by competition Total 2009-13 2014-18 Evolution UEFA CL 1.578 1.470 1.686 +0.216 NED1 1.554 1.616 1.492-0.124 AUT1 1.502 1.483 1.521 +0.038 SUI1 1.452 1.473 1.432-0.041 ESP1 1.452 1.429 1.474 +0.045 GER1 1.433 1.436 1.430-0.006 ENG1 1.377 1.349 1.406 +0.057 BEL1 1.376 1.362 1.388 +0.026 SCO1 1.369 1.317 1.422 +0.105 NOR1 1.361 1.344 1.378 +0.034 SWE1 1.358 1.330 1.387 +0.057 UEFA EL 1.338 1.333 1.343 +0.010 DEN1 1.332 1.318 1.344 +0.026 FIN1 1.322 1.380 1.267-0.113 POR1 1.320 1.260 1.370 +0.110 TUR1 1.310 1.275 1.344 +0.069 ITA1 1.299 1.247 1.351 +0.104 GER2 1.288 1.355 1.221-0.134 RUS1 1.287 1.292 1.283-0.009 POL1 1.266 1.241 1.286 +0.045 FRA1 1.263 1.184 1.343 +0.159 ENG2 1.227 1.221 1.233 +0.012 FRA2 1.123 1.094 1.151 +0.057 ITA2 1.098 1.112 1.084-0.028 Figure 10: % of matches with a goal difference of three or more, by competition Total Total 2009-13 2014-18 Evolution UEFA CL 21.0% 18.9% 23.2% +4.3% NED1 20.9% 22.5% 19.4% -3.1% AUT1 19.6% 20.0% 19.1% -0.9% SUI1 18.4% 18.6% 18.1% -0.5% ESP1 17.9% 17.4% 18.5% +1.1% GER1 17.7% 18.3% 17.1% -1.2% ENG1 16.5% 15.4% 17.5% +2.1% SWE1 16.0% 15.3% 16.8% +1.5% SCO1 16.0% 14.8% 17.2% +2.4% BEL1 15.5% 14.8% 16.1% +1.3% UEFA EL 15.3% 15.3% 15.3% 0.0% DEN1 15.2% 14.6% 15.7% +1.1% NOR1 15.0% 14.2% 15.8% +1.6% FIN1 14.4% 15.6% 13.3% -2.3% GER2 14.3% 15.9% 12.6% -3.3% TUR1 14.0% 13.0% 15.0% +2.0% POR1 13.9% 11.8% 15.6% +3.8% POL1 13.7% 12.3% 14.9% +2.6% ITA1 13.7% 12.1% 15.3% +3.2% RUS1 13.7% 13.4% 13.9% +0.5% FRA1 13.1% 10.9% 15.3% +4.4% ENG2 12.4% 12.1% 12.6% +0.5% FRA2 10.1% 9.3% 10.9% +1.6% ITA2 10.0% 9.5% 10.5% +1.0% = 6

4. Conclusion All of the indicators covered in this Report illustrate a trend towards a greater imbalance in European football. This is valid both over the course of the season and at match level. Although notable differences exist between competitions, this tendency is widespread. The level of imbalance is particularly important in the big-5 European championships and the Champions League. The differences observed mirror the economic divides between teams. In absolute terms, these gaps are much more marked in the richest leagues than in the others. The concentration of resources goes hand in hand with the concentration of talents. Many teams and leagues are confined to a stepping-stone role for up and coming players. This permits the generation of profits on the transfer market. However, in an economic context that is more and more unequal, the financial compensations from these transactions are not sufficient to halt the increasing competitive imbalance. The present situation favours the wealthiest clubs. Each day, the latter increase their sporting, economic and even political domination. 7