Specific 2k Pacing (Per 500m)

General discussion on Training. How to get better on your erg, how to use your erg to get better at another sport, or anything else about improving your abilities.
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Mike Caviston
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Post by Mike Caviston » August 12th, 2006, 9:11 pm

For the past few weeks I’ve been tinkering with more pacing-related data, and have some observations that some may find useful. Of course no one is obligated to follow my advice but it exists for any who want it. I took a closer look at results for shorter events (approx. 1-4’ duration) from non-rowing sports, as well as a fresh look at some indoor rowing results. I’ll talk about the non-rowing results first.

My general premise for this pacing discussion is that expending too much energy too early in a race accelerates the processes of fatigue. A pacing strategy that emphasizes a fast start results in a late fade and poorer performance than a strategy that emphasizes more even pacing. I’m particularly interested in applying this to indoor and OTW rowing, but I’ve looked at events of similar duration from running, cycling, swimming, and skating to demonstrate an overall phenomenon of fast starts/poor performance that transcends any single activity. The overall results show pretty clearly that for all events lasting approximately as long as a 2K rowing race, more successful athletes at the Olympic/World Championship level use relatively slower starts than their opponents. My recent analyses show this trend also exists for events that are shorter in duration than a rowing 2K. Specifically, I’ve looked at Olympic/WC results for cycling 1K, running 800m, skating 1000m & 1500m, and various 200m & 400m swimming events with a range of times from roughly one to four minutes. The application to rowing is for those attempting to set personal best times for 1K or 500m on the ergometer. The most common strategy used involves getting the initial split as low as possible and hanging on as long as possible (especially for 500m). It seems to be widely accepted that a fade at the end is inevitable and going as hard as possible early is the only way to stimulate maximal metabolism. There is also a perception that for shorter events, there isn’t enough time for processes of fatigue to become fully initiated (i.e., maximal buildup of lactate, etc.) While a couple minutes may not be enough time to reach maximal lactate levels, pushing the pace too hard at the start will still result in a greater accumulation of fatiguing agents that will reduce overall performance. This has been generally (though not universally) validated in the clinical research I’ve cited previously. It’s also been my general observation during years of watching rowers achieving their best and worst performances during various workouts. So my general advice for anyone trying to achieve their best time for a 500m or 1K sprint (actually, anything over 1 minute) is to try to have a realistic estimate of your best possible time, and settle into that pace but no faster right off the start. If your goal is to beat a previous best time, start out at the exact average pace of that best time and try to sprint a bit harder at the end.

Below is a table summarizing the pacing comparisons of the events I analyzed. The 800m run is from the ’84 Olympics. The skating is from the ’02 Olympics. The cycling combines results from the ’92, ’96, and ’00 Olympics; the swimming combines results from the ’00 & ’04 Olympics as well as the ’05 World Championships. I’ve included the number of competitors for each analysis; the average time for the top half and bottom half of each field; the % difference in time between the top & bottom halves of the field; the length of the first segment of each event from which the start % was derived; and the start % (that is, the pace of the first segment as a % of final pace, as I’ve done for all the previous analyses). The final column in the table contains the P-value for each comparison, which again is a measure of the statistical significance. Only a third of the analyses actually reached statistical significance, though the rest were generally pretty close. The men’s 200m freestyle & breaststroke swimmers actually showed a slightly higher start % for the “winners”. Overall the evidence in favor of slower starts is not overwhelming, and I wouldn’t claim it is absolutely definitive. But I would say it provides some solid evidence that a relatively slower start is a more effective race strategy than an all-out start, even for shorter sprint events. Note that the strongest individual analysis is for the shortest event (the 1K cycling TT), which had the greatest number of subjects. I believe that if I can eventually find enough data to analyze, I can show even stronger statistical evidence across the board.

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Mike Caviston
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Post by Mike Caviston » August 12th, 2006, 9:25 pm

I’ve been expanding my data base of indoor rowing results. I have now combined results for Open Men & Open Women from the ’04, ’05, and ’06 WIRCs. There are 668 race results for men and 920 results for women, which has helped make a couple trends more clear. (I expect trends to be even clearer as I get more results in upcoming years.) Here are summary tables & graphs of data, using the same formats as I’ve used previously for individual years. I’ve broken down the total results into 20% increments to illustrate the general trend that as relative starts get faster, times get slower. Overall, the data is a little more consistent, smoother, and statistically more powerful for the women, though both genders show pretty much the same results. For the men, if I tossed out only a couple anomalies (such as Jamie Schroeder in 2004: a 1:21.6 opening 500m en route to a 5:44.6 2K – a whopping 117.9% start!), things would fall right into place.

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One new twist I’ve given to my analysis is to create histograms based on 2K Watts vs. start %. I’ve sorted start % by 2.5% increments and averaged 2K Watts for each increment. The values at the top of each bar are the 2K Watts for each increment; the numbers in parentheses at the bottom are the number of athletes that fell into each increment. Again, the data using the men’s results isn’t quite as crystal clear as I’d hoped, but it still shows that fastest 2Ks originate with a start that is close to 100% of final pace (within 2.5% either way). The women’s data is very explicit – the fastest 2Ks begin with a start that is between 97.5-99.9% of final pace.

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Mike Caviston
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Post by Mike Caviston » August 12th, 2006, 9:33 pm

Another new twist I’ve given to the analysis is to try to weed out the performances that resulted from clearly idiotic strategies (sorry to be so blunt). Some people obviously start out way too fast and everybody knows these people are going to crash and burn – it’s just a matter of when. In an effort to remove these people from the analysis, or at least to clearly put them in their own category, I separated results into three groups. The first is negative splitters (NEG), defined as anyone whose opening 500m was <100% of final pace. To take into account that some people intentionally start fast and then back off in the middle, saving energy for a final sprint, the next category is the so-called French protocol (FR), which is essentially the classic OTW race strategy. I defined this as anyone whose 1st 500m was =/> 100% 2K pace, and whose 4th 500m was also =/> 2K pace. In other words, even if they went fast at the start, they still had enough gas to sprint at the end. The third category contained positive splitters (POS), defined as anyone whose 1st 500m was =/> than 2K pace, and whose 4th 500m was < 2K pace (in other words, the real fly-and-dies). See tables & graphs below.

The results were a little closer than I expected, but the NEG strategy did turn out to be faster than the FR strategy (and the POS strategy was clearly the least effective). Again, the results are more emphatic for the women than the men, but are similar for both genders. The men’s results show only a 5-Watt advantage for the POS vs. FR strategy, not enough to be statistically significant, though remember 5 Watts represents 2 seconds of 2K time. For women, the results were highly significant. Note that these results probably don’t indicate a true gender difference, but merely reflect that there were more female subjects in the analysis (giving the results greater statistical power).

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Carl Henrik
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Post by Carl Henrik » August 13th, 2006, 6:36 am

Today I rowed 8k, 3x 1000m 4 min rests.

1st:3:46
2nd: 4:24
3rd: 3:49

There was a tough wind travelling with a slight angle across the distance. First and last interval was with a tail wind, the second towards it. I rowed "against" another rower and was, 11, 19 and 10 seconds faster.

Due to the discussion regarding pacing otw it's worth to mention that during the second interval I pushed on in the beginning to spend less time in the worst water, and unsurprisingly it was a good strategy.

Putting this data into another scenario. Since I know weight and erg score of the other rower I can determine that he would have to procuce around 60watts more to be of equal power in relation to wetted surface, giving the same speed at equal techniqual proficiency and boatmaterial.

Let's say that he trained hard and achieved the ability to produce those extra 60w for one 500m part of a race, and that the race conditions was a sidewind swooping in mid course and splitting up so there's a head wind at the starting 500m and tailwind at the last 500m. These where the conditions of my last race.

Using the interval times above one can see, that if he used the 60w in the first 500 he would gain 10 seconds compared to not using it. If he used the power in the last 500 he would gain 5 seconds. Looking only from this perspective it's clear that he should use the 60 w in the beginning.

Let's look at the even effort approach, how much more than 60/4 = 15w extra to the average of all 4 500meters could he maintain because of physiological efficicency?

My 1000m erg record started out at around 465w average for the first 500 and around 345w average for the second 500. This is an absolutely huge fly and die, 120w difference. Judging from my 2k, I should be able to be 2seconds faster than that over 1000m with a better strategy. The physiological gains over a 2k should therefore be less than 4 seconds with an even effort approach in comparison to a (much more extreme) fly and die (than 60w). My 2k PB on the erg is also a fly and die. I started out up to 1500m 40w above the last 500m wattage, byt the feel of that I could have gone half a second faster maybe (I hope) over 2k.

All in all this suggests that the 5 seconds "won in weather" is larger than the say 2 seconds lost in physiology. And then there is the mentality part as well of not being last.

And then the disclaimer: I'm not trying to convince anyone or giving general advice, just posting what is suggested by this data.
Carl Henrik
M27lwt, 181cm
1:13@lowpull, 15.6@100m, 48.9@300m, (1:24.4)/(1:24.5)@500m, 6:35@2k, 36:27.2@10k, 16151m@60min

TomR
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Post by TomR » August 17th, 2006, 8:42 pm

Quiet on this thread.

Mike, a question:

Have you heard from any OTW coaches about your findings? Are they paying attention?

Tom

Mike Caviston
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Post by Mike Caviston » August 17th, 2006, 9:36 pm

I have not heard. I am curious if any are paying attention. We may never know, unless I detect a noticeable change in strategy when analyzing results in upcoming seasons!

Mike

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Post by Mike Caviston » August 20th, 2006, 8:09 pm

I was checking the results of today’s racing at Eton, rooting for one of the toughest, hardest-working athletes I’ve ever met. Progression for the LW1x is 1st two from each heat to semis, others to reps. Lisa had a solid start, but not enough juice to advance directly to the semis. I wish her best of luck in Tuesday’s reps.
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becz
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Post by becz » August 21st, 2006, 2:39 pm

This seems to go against Lisa's approach in the NSR of (heavily) negative splitting, i.e. come from behind in the last 500m. I wonder if her heat at Eton was a change in game plan or just getting the nerves out.

Mike Caviston
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Post by Mike Caviston » August 25th, 2006, 9:58 pm

Here’s a look at one of the semis of the men’s WC singles. No disrespect at all to Jamie Schroeder. He’s a great athlete, an extremely nice (and funny) guy, and I’m sure he’ll be even more competitive when he gets more than a few months of sculling experience under his belt. But in the future he might want to rethink his race plan (although this isn’t as extreme as his erg races!)

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Mike Caviston
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Post by Mike Caviston » August 29th, 2006, 5:16 pm

Having analyzed all the A-finals of the 2006 WC (22 races, 132 crews), there isn’t really anything to add to the analyses from 1996-2005. The typical pacing strategy is the same (1st 500m is fastest; 2nd 500m is 3rd fastest; 3rd 500m is slowest; 4th 500m is 2nd fastest). Various fast-start and slow-start strategies (NOTE: as always, these terms are relative to final speed) were used with varying degrees of success. The M1x and LM8+ were examples of winning crews that started slowly; the W2-, M2x and LM2- all started quite fast but still managed to win. Some crews that started slow (LM8+, M4+) finished last, while there were plenty of examples of crews that went off very fast but eventually faded to sixth (such as LM1x, M1x and M4x). When separating all crews into 1-3 place crews vs. 4-6 place crews, there was a small but statistically significant difference in pacing: the winning crews’ relative speeds were a little slower than the losers’ during the 1st & 2nd 500m; dead even during the 3rd 500m; and considerably faster for the final 500m. In other words, consistent with data from previous years, the more successful crews were a little more conservative at the start and saved enough to sprint effectively at the end.

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Post by jbell » August 29th, 2006, 6:04 pm

Well, I kinda wanna steer this thread in a little bit of a different direction: For 6k's, should I pace it by 1000m or 500? My current pb is 22:52.0, and last saturday I nearly tied it (22:52.5). The one difference was on my pb, my splits were all over the place and my previous one, was really consistent (splits varied .5 from 1st 500 to 4500, then I started bringing it down, last 500=1:48). For my next 6k, I would like to go below 22:30. My question is, for my next 6k (friday?) should I keep the pace 1:52.5 for the whole thing (no sprint), 1:53 for whole thing and sprint, or some other way? I originally planned on having the first 2k @ 1:52, then the next @ 1:53, then the next 1500 @ 1:53 then having the last at around 1:47 (if I can do it). Is that a good pacing idea?
PB's:
500: 1:39
2k: 6:43.3
6k: 21:44.1

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Post by jjpisano » August 31st, 2006, 6:39 am

This months Rowing News has a nice article by Volker Nolte regarding 2k pacing.

The author contends that at high caliber competitions, the best crews go out fast, cruise the middle and sprint the end.

I think that for boat races there are definite psychological advantages for this strategy - up to a point. In a boat race, if you're ahead you can see where your opponent is and if you're behind you have no idea where your opponent is.

But if you're crew has the reputation of the relentless speed of even splitting, the psychological benefit is reversed. The leading crew is thinking "are we out ahead far enough to withstand that last desparate push for the line" and the trailing crew just knows "we'll be just walking through them by the end of the race".

Even splitting is much more arguable on the erg because of the lack of physically obvious psychological advantages of being out ahead.
Jim SWCSPI Pisano

Mike Caviston
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Post by Mike Caviston » August 31st, 2006, 10:12 pm

jjpisano wrote:The author contends that at high caliber competitions, the best crews go out fast, cruise the middle and sprint the end.
If he wanted to illustrate this, he could’ve used one of the graphs I’ve prepared from Oly/WC finals (see above). But in addition to looking at what the fastest crews do, I am interested in investigating what they could do to be even faster. (The answer, of course, is – don’t go out so fast at the start.) One other point I’ve been trying to make, which may have been lost amongst all the tables & graphs, is that a physical advantage (going slower at the start to allow a more efficient distribution of energy throughout the race) trumps a psychological advantage (being able to see your opponent behind you). To get better results, it will be easier for an athlete to change his/her mind about strategy than to change the laws of physics & biochemistry.

Mike Caviston

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Post by jjpisano » September 1st, 2006, 11:54 am

What's strange about the article is that the author explains that even splitting is the most efficient way of racing and then says that it's not the best way to race because it doesn't use the anaerobic and aerobic systems maximally.

It seems to me that a racer can use the anaerobic and aerobic systems maximally by figuring out the effort where the race is performed at a level in which the aerobic system is maximally stressed and the anerobic system is stressed in a manner equally sustained over the course of 2000 meters.

It's pretty hard to get the exact level where the anaerobic system is correctly stressed in a sustained manner - where collapse is at 2k. It's probably nearly impossible on the water with ever changing water and wind conditions.

I think it is possible on the erg to come pretty close to knowing where that level is - particularly for people who have lots of training on the erg and lots of maximal training efforts in their reportoir of experiences. Though there are a dizzying array of physical complications within the black box of the human body. But those reportoir of training experiences in combination with a good taper help a racer to hit the expected pace.

Some of the best rows for me have been when I'm just trying to hang on. If I were to try to sprint, I would break because it puts me beyond the sustainable anaerobic level.
Jim SWCSPI Pisano

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Post by TomR » September 1st, 2006, 12:59 pm

Mike--

It strikes me that you are questioning an ingrained cultural bias--almost a matter of faith--and facts are often of limited influence in such instances.

Tom

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