Football analysed: Moments of truth, physiological profile and fatigue
A football result is determined by the interaction of too many factors to even quantify (this is why coaches are paid big money - their job is to quantify and then optimize them!). Skill levels, strategy, opposition strategy, individual match-ups all contribute to the final result. Each player has a (very) limited time to impact on the match and the margin between success and failure is impossibly small.
In this context, the physiology of football, especially with reference to fatigue becomes important. If a player is 5% short of the level they need to be to complete a 90 minute match, given its demands, then that player may well concede the half-a-second, or the half-a-meter, to the opposition that leads to the game's decisive moment. Winning and losing are literally separated by these margins, and so it will come as no surprise that a good deal of work has been done on the physical demand of the game, so that coaches know what physiological level players need to be at to avoid fatigue.
We kick off our science of football series with a look at that physiological demand, and actually ask just what goes into 90 minutes of elite football?
The physiological demand of football
I could tell you the very simple version of the load, and cheat you out of a mass of data, by simply saying that on average, an elite football player plays for 90 minutes at about 70% VO2max, expends about 18kCal/minute, and covers between 10 and 15 km per match. But this would be obscuring the real challenge, which is that the game comprises multiple sprints, jumps, changes in direction and ball interactions. Let's look a little more closely at each match.
Below is a graphic that pulls together a number of studies that have looked at the activity profiles of footballers. What I've done for comparison's sake is to include a similar profile for rugby, with backline players (green) and forwards (red) shown below the football (blue). Just a word on how this data is actually collected - the most common method is a system of cameras in the stadium, at fixed locations, which track players in their recognized 'grids'. Some advanced software, complex trigonometry and mathematical algorithms is then able to put together a 2-dimensional reconstruction of where that player has moved, and how fast.
Another method, used for the rugby data below, is GPS, where players wear a GPS unit that tracks where they move and how quickly they run, in the same manner as many of you reading this will use a Garmin to monitor your training (these units are much more expensive, however!). In all the subsequent graphs, I've opted to simplify as much as possible to illustrate the concepts. For example, the speeds of running are grouped into four categories - walking, jogging, high speed and sprinting - and these are somewhat arbitrary. Those interested can look more closely at some of the studies in the bibliography at the end of the post. So let's have a look at what they show (click to enlarge)!
Summary of football activities
Distances
So the first point is that a footballer covers between 10 and 15km in a match, but this is broken into various running speeds and walking speeds. In 90 minutes, about an hour is spent standing or walking - that would account for approximately 3km of the distance. Not surprisingly, more time is spent standing and walking in rugby, because the game is more "static" with less space as a function of the way it is played.
Soccer players also spend more time jogging, running at high speed and sprinting. A player can expect to cover approximately 5km in jogging, and nearly 3km in sprinting (> 20km/h in this case) in a match. I must just point out that one of the limitations of these kinds of studies is that the camera system tracks the player and then measures the distance covered above a certain speed. So for 8 minutes, a player is running at what is defined as sprinting. However, that player may well have made a short, highly explosive run over 10 m which didn't not get them up to these speeds, and these bursts are often not tracked in this analysis. They are still "physiologically costly", however, and this is one reason why GPS is so appealing as the next step - it is able to track those accelerations.
We can still measure the number of times players sprint in matches, and it turns out that a footballer will make between 80 and 110 sprints in a match.
Work:rest ratio
And therein lies the crux - 100 sprints in a match, and each one causes a progressive level of fatigue. The question is how much rest do players get? One can calculate a work:rest ratio, which in this case, I've worked out as the time spent doing higher speed running and faster jogging (faster than 12km/h), and compared it to the time spent walking, standing and jogging slowly.
The value you get is 1:2. In other words, for every 10 seconds that a footballer will exert themselves for, they will receive, on average, 20 seconds' rest. That rest may be accumulated in the form of 3 minutes worth of rest, while on other occasions, a player may receive almost no rest for a few minutes.
This is much lower than for rugby, where 10 seconds on is matched by 30 or 35 seconds off. The crucial challenge, then, for footballers, is to train for these high intensity, short duration bouts, where acceleration and deceleration add significantly to the energy cost, and then to recover so that they can do it again some 30 seconds later! Other analysis has shown that a footballer will make approximately 28 "purposeful movements" every 15 minutes - about 2 per minute. These include turns, dribbles, accelerations, decelerations, tackles, passes and jumps. A player makes about 550 turns a match, and must decelerate about 60 times.
It's little wonder that the energy cost is high, and given the work:rest ratio, you will not be surprised to learn of a relatively sizeable decline in speed with fatigue during a match.
Energy cost
Finally, the overall energy cost for football has been estimated at about 1400 kCal. How does that compare? Rugby is higher, about 15%, and that's because of the impacts in rugby, and the energy involved in 'static activities' in rugby, like scrumming, rucking, maul, tackling, cleaning etc.
However, the energy cost is high - 1400kCal is roughly what a 70kg person would spend running a half-marathon (21km), so you get the idea that the energy demand is high. That's thanks to those repeated sprints, changes in direction, explosive efforts over 5m.
Football specific activities
Finally, let's look also at football specific activities - the game is more than just running, after all! To the right is a graphic comparing football to rugby, and it shows the following for football:
- Players make, on average, 18 tackles per match (sadly, in many cases, this also means a player will dive 18 times a match, feigning injury half the time - one of the scourges of football)
- The make 15 headers per match
- As mentioned, players make 100 sprints where they hit speeds in excess of 20km/h
The number varies greatly by playing position, as it does for football, as I'll discuss below.
Ball interactions - moments of truth
Now, the crucial component for a footballer is involvement with the ball. I believe the matches are won through work OFF the ball, but of course, someone has to score, tackle and pass, and that involves the ball!
Below is a table from a paper by Bloomfield which summarizes ball interactions. It shows that a player will interact with the ball between 90 and 140 times in a match. There are some differences per position, but there were not statistically different.
The average time of interaction, not shown, is incredibly small. Remember, the typical interaction is a one-touch pass, or a control-pass. Players, especially at the elite level, will usually receive the ball with 1m to 5m of space between them and an opponent - half a second (or less) to execute a skill. Therefore, a player usually has considerably less than a second on the ball. On occasion, a player will control, dribble, and pass, and may then find themselves with the "luxury" of possession for a 'whole' 3 to 4 seconds!
What if I told you that on average, a player will have a TOTAL of between 60 and 90 seconds of ball time in the entire 90 minutes? Amazingly, this is the time that a player has to swing the match. One decisive through ball, one strike, one dribble and pass, but a total of about a minute in a 90 minute match. It's no wonder that work off the ball becomes so important! You can try this out when you watch a game later - watch Messi play for Argentina vs Nigeria and time his involvements. Or Rooney's for England tonight. Messi probably gets considerably more ball, but the time is short.
Differences by position
Lastly, below is a map of the field, just highlighting some of the key differences between positions on the field, since I know you're probably wondering by now - I've oversimplified the above values into averages, so bear with me providing a more simple overview. The figure below shows some of the key differences - there are others, but as I said, I don't want to make this more complex and voluminous than it already is!
Fatigue - the stage is set
So, now the stage is set, and understanding just what the activity profile is, and having an idea of the physiological load on a footballer is, we're in a position to discuss fatigue and how it may impact on football performance and outcomes. We can also now look at altitude with a much better idea of how it might affect physiological performance and hence football performance during the 2010 World Cup.
In the interests of time, however, I think it's time to end this post, and say that fatigue is a topic for the next post!
Enjoy the football this weekend, and join us next week for a closer look at fatigue in football!
Ross
P.S. I have to emphasize that in all the categories looked at above, I'm presenting a relatively simplified overview of the game and its demands. There are differences between teams, between players on teams (depending on their role, two midfielders can have completely different physiological profiles, for example) which are not accounted for here. So in reading this, it's not meant as a fingerprint for every team, every player, every match, but rather a guide. I hope it adds some insight as you watch the 2010 World Cup. When we look at fatigue in the next post, I'll tackle some of that insight a bit more!
Bibliography:
Mohr et al, 2003. J Sports Sci, 519 - 528
Bloomfield et al. J Sports Sci & Med, 63 - 70
Carling et al. Sports Med, 2008, 839 - 862
Bangsbo et al, 2006. J Sports Sci, 665 - 674
Sporis et al, 2009. J Strength & Cond, 1947 - 1953
Do you have a similar movement analysis for any other sports? Tennis, basketball, ice hockey, lacrosse, baseball ;>), etc.?
ReplyDeleteGreat post as usual!!!
ReplyDeleteyou guys are the Cristiano Ronaldo from webs´sports science.
Really love your site and respect a lot the huge ammount of time you dedicate to this site to help us understand better sports!
keep on the good job.
Portuguese fan,
Antonio Cunha
Hi MikeJ
ReplyDeleteNo, I wish! I looked for tennis a few weeks ago to do something on the French Open...nothing. Also looked for squash once, and hockey, but nothing. I'm sure this data exists, but not in the journals where finding it is possible!
Would make for very cool comparisons! We've got a couple of those GPS units at my University now, and I'm definitely going to be racking up data on things like tennis and rugby, so hopefully we'll have more soon!
And to Beg:
Thank you so much, that's very kind of you! You guys have a tough pool, but I'm sure you're optimistic! Enjoy the matches!
Ross
Perhaps that 5% was a throwaway figure to make a (good) point. My sense is that in most endurance sports a 1%-4% difference - and sometimes less - separates the very best from the also-rans (using average relative finish times as a surrogate for "being at the level they need to be"). In PGA golf, the current difference in scoring average between the leader and Tour average is 3.07%; 5% puts one at about 160th.
ReplyDeleteGreat and informative analysis, as usual. Is this number correct?
ReplyDelete"A player makes about 550 turns a match..."
Hi MikeJ
ReplyDeleteNo, I wish! I looked for tennis a few weeks ago to do something on the French Open...nothing. Also looked for squash once, and hockey, but nothing. I'm sure this data exists, but not in the journals where finding it is possible!
Would make for very cool comparisons! We've got a couple of those GPS units at my University now, and I'm definitely going to be racking up data on things like tennis and rugby, so hopefully we'll have more soon!
And to Beg:
Thank you so much, that's very kind of you! You guys have a tough pool, but I'm sure you're optimistic! Enjoy the matches!
Ross