Looking at MTBS for the 2014 World Cup
Categories: Match Quality Metrics, Referee Performance, Team Performance
Continuing our application of “mean time between” metrics to the World Cup, I consider mean time between stoppages.
These metrics, and all those related to the 2014 FIFA World Cup, are derived from data from Press Association‘s Match Story feed, which was distributed through the Soccermetrics API. Below is a table of mean time between stoppages (MTBS) over regulation time of all matches of the tournament:
Home Team | Away Team | Referee | 1st Half Stoppages | MTBS (sec) | 2nd Half Stoppages | MTBS (sec) |
---|---|---|---|---|---|---|
Korea Republic | Algeria | Wilmar Roldán | 58 | 48.54 | 80 | 34.15 |
Costa Rica | Greece | Ben Williams | 63 | 44.82 | 68 | 43.58 |
Netherlands | Chile | Bakary Gassama | 71 | 37.84 | 72 | 37.39 |
Côte d’Ivoire | Japan | Enrique Osses | 55 | 47.94 | 56 | 53.64 |
Japan | Colombia | Pedro Proença | 57 | 48.79 | 58 | 47.84 |
Argentina | Iran | Milorad Mažić | 55 | 51.98 | 60 | 48.36 |
Australia | Spain | Nawaf Shukralla | 66 | 42.45 | 53 | 52.94 |
Croatia | Mexico | Ravshan Irmatov | 56 | 48.47 | 67 | 42.26 |
Greece | Côte d’Ivoire | Carlos Vera | 60 | 49.25 | 58 | 48.84 |
Nigeria | Bosnia and Herzegovina | Peter O’Leary | 36 | 75.20 | 51 | 53.32 |
Iran | Nigeria | Carlos Vera | 56 | 50.24 | 61 | 45.35 |
Germany | Ghana | Sandro Ricci | 56 | 47.85 | 72 | 40.52 |
Brazil | Chile | Howard Webb | 68 | 41.34 | 60 | 47.59 |
Russia | Korea Republic | Néstor Pitana | 53 | 50.40 | 54 | 50.83 |
Ghana | USA | Jonas Eriksson | 63 | 47.45 | 69 | 40.93 |
Switzerland | France | Björn Kuipers | 50 | 55.51 | 56 | 48.96 |
Italy | Costa Rica | Enrique Osses | 57 | 49.96 | 73 | 38.79 |
France | Honduras | Sandro Ricci | 56 | 51.56 | 56 | 50.13 |
Brazil | Colombia | Carlos Velasco | 73 | 37.39 | 86 | 34.16 |
Ecuador | France | Noumandiez Doué | 59 | 46.67 | 46 | 61.87 |
Brazil | Mexico | Cüneyt Çakır | 59 | 46.40 | 56 | 49.09 |
USA | Germany | Ravshan Irmatov | 60 | 46.08 | 55 | 51.04 |
France | Germany | Néstor Pitana | 57 | 47.48 | 83 | 34.23 |
Netherlands | Costa Rica | Ravshan Irmatov | 52 | 50.94 | 63 | 45.79 |
Korea Republic | Belgium | Ben Williams | 74 | 38.48 | 58 | 50.04 |
Germany | Argentina | Nicola Rizzoli | 65 | 42.88 | 54 | 49.00 |
Colombia | Greece | Mark Geiger | 58 | 47.68 | 78 | 35.73 |
Netherlands | Argentina | Cüneyt Çakır | 51 | 49.30 | 50 | 56.80 |
Spain | Netherlands | Nicola Rizzoli | 58 | 47.68 | 59 | 48.69 |
Colombia | Côte d’Ivoire | Howard Webb | 56 | 50.20 | 67 | 43.50 |
Switzerland | Ecuador | Ravshan Irmatov | 70 | 39.58 | 56 | 49.82 |
Australia | Netherlands | Djamel Haimoudi | 70 | 40.87 | 79 | 36.19 |
Brazil | Croatia | Yuichi Nishimura | 61 | 46.87 | 74 | 38.95 |
Honduras | Switzerland | Néstor Pitana | 57 | 48.70 | 55 | 50.28 |
Cameroon | Brazil | Jonas Eriksson | 56 | 49.78 | 80 | 34.77 |
Japan | Greece | Joel Aguilar | 69 | 39.76 | 61 | 47.33 |
Germany | Algeria | Sandro Ricci | 58 | 47.04 | 61 | 45.70 |
Spain | Chile | Mark Geiger | 82 | 34.05 | 60 | 50.02 |
Belgium | USA | Djamel Haimoudi | 74 | 38.58 | 57 | 49.39 |
Colombia | Uruguay | Björn Kuipers | 46 | 60.49 | 58 | 48.19 |
Uruguay | Costa Rica | Felix Brych | 68 | 40.54 | 97 | 30.16 |
Germany | Portugal | Milorad Mažić | 51 | 54.10 | 52 | 53.41 |
Brazil | Netherlands | Djamel Haimoudi | 58 | 48.89 | 68 | 43.01 |
Mexico | Cameroon | Wilmar Roldán | 68 | 41.09 | 53 | 54.87 |
Argentina | Switzerland | Jonas Eriksson | 75 | 36.54 | 69 | 40.93 |
France | Nigeria | Mark Geiger | 62 | 45.21 | 55 | 52.52 |
Chile | Australia | Noumandiez Doué | 54 | 51.21 | 62 | 42.97 |
Argentina | Bosnia and Herzegovina | Joel Aguilar | 57 | 47.43 | 50 | 53.51 |
Algeria | Russia | Cüneyt Çakır | 58 | 47.65 | 77 | 37.79 |
Bosnia and Herzegovina | Iran | Wilmar Roldán | 75 | 37.57 | 78 | 35.73 |
Belgium | Algeria | Marco Antonio Rodríguez | 59 | 47.16 | 83 | 34.30 |
Uruguay | England | Carlos Velasco | 77 | 35.80 | 61 | 47.93 |
Honduras | Ecuador | Ben Williams | 63 | 46.52 | 73 | 38.68 |
Italy | Uruguay | Marco Antonio Rodríguez | 80 | 35.44 | 68 | 44.15 |
Cameroon | Croatia | Pedro Proença | 61 | 44.47 | 48 | 55.98 |
England | Italy | Björn Kuipers | 43 | 66.10 | 54 | 54.83 |
Brazil | Germany | Marco Antonio Rodríguez | 57 | 47.09 | 54 | 51.06 |
Belgium | Russia | Felix Brych | 59 | 47.33 | 71 | 40.24 |
Portugal | Ghana | Nawaf Shukralla | 67 | 39.85 | 82 | 35.95 |
USA | Portugal | Néstor Pitana | 56 | 49.38 | 50 | 58.76 |
Nigeria | Argentina | Nicola Rizzoli | 52 | 53.37 | 58 | 50.18 |
Netherlands | Mexico | Pedro Proença | 39 | 71.87 | 60 | 49.39 |
Argentina | Belgium | Nicola Rizzoli | 48 | 57.64 | 90 | 31.84 |
Costa Rica | England | Djamel Haimoudi | 68 | 40.57 | 67 | 41.61 |
Mean time between stoppages of all matches at 2014 FIFA World Cup, regulation time only. Data sourced from Press Association MatchStory feed and served from Soccermetrics Connect API.
Below is the chart of MTBS over all matches officiated by World Cup referees. They are sorted in descending order by MTBS over regulation time. Mean time between stoppages is not only subject to the frequency of fouls, but also the frequency of the ball being out of play, which the two teams and the referee impact. MTBS tends to vary between 35 and 55 seconds, but there are some exceptions, such as the first halves of matches officiated by Peter O’Leary and Björn Kuipers. The variation between first and second half MTBS tends to be less than 10%, but there are some significant differences in the matches officiated by O’Leary and Kuipers. Those differences could be discounted as a reversion to the mean, though. More interesting are the drops in MTBS observed in the matches officiated by Yuichi Nishimura, Jonas Eriksson and Felix Brych, from figures in the first half near the average MTBS for all referees to the second-half figures are the low end of the range. Bakary Gassama refereed just the one match, but the MTBF and MTBS were very low.
Avg MTBS (sec) | |||||
Referee | Matches | First Half | Second Half | 90 Mins | Diff |
Peter O’Leary | 1 | 75.2 | 53.3 | 64.3 | -21.9 |
Björn Kuipers | 3 | 60.7 | 50.7 | 55.7 | -10.0 |
Pedro Proença | 3 | 55.0 | 51.1 | 53.1 | -4.0 |
Milorad Mažić | 2 | 53.0 | 50.9 | 52.0 | -2.2 |
Noumandiez Doué | 2 | 48.9 | 52.4 | 50.7 | 3.5 |
Néstor Pitana | 4 | 49.0 | 48.5 | 48.8 | -0.5 |
Carlos Vera | 2 | 49.7 | 47.1 | 48.4 | -2.7 |
Cüneyt Çakır | 3 | 47.8 | 47.9 | 47.8 | 0.1 |
Nicola Rizzoli | 4 | 50.4 | 44.9 | 47.7 | -5.5 |
Enrique Osses | 2 | 49.0 | 46.2 | 47.6 | -2.7 |
Sandro Ricci | 3 | 48.8 | 45.5 | 47.1 | -3.4 |
Joel Aguilar | 2 | 43.6 | 50.4 | 47.0 | 6.8 |
Ravshan Irmatov | 4 | 46.3 | 47.2 | 46.7 | 1.0 |
Howard Webb | 2 | 45.8 | 45.5 | 45.7 | -0.2 |
Mark Geiger | 3 | 42.3 | 46.1 | 44.2 | 3.8 |
Ben Williams | 3 | 43.3 | 44.1 | 43.7 | 0.8 |
Marco Antonio Rodríguez | 3 | 43.2 | 43.2 | 43.2 | -0.1 |
Yuichi Nishimura | 1 | 46.9 | 39.0 | 42.9 | -7.9 |
Nawaf Shukralla | 2 | 41.2 | 44.4 | 42.8 | 3.3 |
Djamel Haimoudi | 4 | 42.2 | 42.6 | 42.4 | 0.3 |
Wilmar Roldán | 3 | 42.4 | 41.6 | 42.0 | -0.8 |
Jonas Eriksson | 3 | 44.6 | 38.9 | 41.7 | -5.7 |
Felix Brych | 2 | 43.9 | 35.2 | 39.6 | -8.7 |
Carlos Velasco | 2 | 36.6 | 41.0 | 38.8 | 4.5 |
Bakary Gassama | 1 | 37.8 | 37.4 | 37.6 | -0.5 |
The second chart displays the average MTBS of World Cup finalists over all of their matches played. As with the referee table, the rows are sorted in descending order by MTBS over regulation time. In contrast to the referees, the range of MTBS for teams is much narrower — between 40 and 50 seconds. The narrow range could be a result of teams playing more matches than the referees; after all, only four referees appeared more than four times, while sixteen of the 32 finalists played at least four matches. Nigeria was the lone side whose average MTBS exceeded 50 seconds over all halves of regulation time, but France and Mexico were very close to this mark as well. At the low end, Uruguay’s MTBS was consistently low between both halves of regulation time. Most of the finalists experienced variations of MTBS within five seconds, with matches involving Ecuador (+5.9 sec) and Spain (+9.2 sec) experiencing longer intervals between stoppages, and matches involving Nigeria (-5.7 sec), Bosnia (-5.9 sec), Russia (-5.5 sec), and Colombia (-7.0 sec) experiencing shorter intervals.
Avg MTBS (sec) | |||||
Team | Matches | First Half | Second Half | 90 Mins | Diff |
Nigeria | 4 | 56.0 | 50.3 | 53.2 | -5.7 |
Bosnia and Herzegovina | 3 | 53.4 | 47.5 | 50.5 | -5.9 |
Mexico | 4 | 52.0 | 48.9 | 50.4 | -3.1 |
France | 5 | 49.3 | 49.5 | 49.4 | 0.3 |
Côte d’Ivoire | 3 | 49.1 | 48.7 | 48.9 | -0.5 |
Portugal | 3 | 47.8 | 49.4 | 48.6 | 1.6 |
Italy | 3 | 50.5 | 45.9 | 48.2 | -4.6 |
Argentina | 7 | 48.4 | 47.2 | 47.8 | -1.2 |
England | 3 | 47.5 | 48.1 | 47.8 | 0.6 |
USA | 4 | 45.4 | 50.0 | 47.7 | 4.7 |
Honduras | 3 | 48.9 | 46.4 | 47.6 | -2.6 |
Japan | 3 | 45.5 | 49.6 | 47.6 | 4.1 |
Netherlands | 7 | 49.6 | 45.3 | 47.5 | -4.3 |
Ecuador | 3 | 44.3 | 50.1 | 47.2 | 5.9 |
Germany | 7 | 47.5 | 46.4 | 47.0 | -1.1 |
Cameroon | 3 | 45.1 | 48.5 | 46.8 | 3.4 |
Switzerland | 4 | 45.1 | 47.5 | 46.3 | 2.4 |
Croatia | 3 | 46.6 | 45.7 | 46.2 | -0.9 |
Spain | 3 | 41.4 | 50.6 | 46.0 | 9.2 |
Russia | 3 | 48.5 | 43.0 | 45.7 | -5.5 |
Korea Republic | 3 | 45.8 | 45.0 | 45.4 | -0.8 |
Colombia | 5 | 48.9 | 41.9 | 45.4 | -7.0 |
Iran | 3 | 46.6 | 43.1 | 44.9 | -3.5 |
Greece | 4 | 45.4 | 43.9 | 44.6 | -1.5 |
Australia | 3 | 44.8 | 44.0 | 44.4 | -0.8 |
Brazil | 7 | 45.4 | 42.7 | 44.0 | -2.7 |
Belgium | 5 | 45.8 | 41.2 | 43.5 | -4.7 |
Uruguay | 4 | 43.1 | 42.6 | 42.8 | -0.5 |
Chile | 4 | 41.1 | 44.5 | 42.8 | 3.4 |
Algeria | 4 | 47.6 | 38.0 | 42.8 | -9.6 |
Costa Rica | 5 | 45.4 | 40.0 | 42.7 | -5.4 |
Ghana | 3 | 45.1 | 39.1 | 42.1 | -5.9 |
I’m still working through an explanation of what these figures mean. It’s possible that mean times between fouls and stoppages have some meaning, and it’s possible that they have very little. In the next few posts, I hope to present some more analysis to further examine these metrics.