Here are the 50-yard splits from the medalists in the women’s 500-yard freestyle final at the Ivy League champs. A 15-year old pool record was broken. Pacing strategy 101: Which of these patterns suggests a significant reserve capacity and likely underperformance?
If you said, gold, you’d be right. In events lasting longer than about 3 min, negative pacing strategies and the characteristic endspurt (where we speed up at the end) are suggestive of someone who has maintained a reserve, producing a controlled effort below max for the race
A larger endspurt and a greater negative split reveal that a greater reserve was held. In effect, it speaks to how much “was in the tank" at the end. It’s produced when we tap into a reserve. Typically, max or optimal performances are achieved with slight negative or even splits
Indeed, the progression of world records in distance events is the result of “flattening” the curve. It used to be they started fast, slowed down, then sped up a bit (like the bronze medalist here). But optimal performances require flat lines. I’d say sliver is very close to this
But gold is an anomaly. This is a pattern that suggests a very comfortable effort, well managed and controlled, with significant capacity to go faster, realised in the final 50 yards only. If was a coach of that athlete, I’d be excited at the potential time if pacing was optimal.

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More from @Scienceofsport

Feb 11
So RUSADA lifted the provisional suspension after a positive test for medication used to treat angina. In a 15-year old. Who’d have thought that RUSADA, who oversee anti-doping for “Not Russia” (because of doping) might do such a thing? Can’t wait to hear what comes out at CAS.
The question is how does a 15-year old get hold of and use trimetazidine? Will they claim contamination at a pharmacy? Wrongly prescribed drug by a doctor? If ever there’s a case to throw everything at the entourage, this might be it. Or…they can “sacrifice" the teenager
From @seaningle, a time line of the doping controversy.Most important in the reasoned decision is why RUSADA’s disciplinary committee overturned their own provisional suspension? Is there convincing evidence of accidental ingestion (contamination), maybe doctor accepted fault etc
Read 4 tweets
Feb 2
Much will depend on how they apply this clause. One reading of it, as per Jon below, is that TW will have to provide evidence of NO advantage, which, *if* the scientific evidence is applied honestly, would not be possible, so it would achieve the appropriate protection of F sport
An alternative approach will be if the scientific evidence showing retained advantages is relegated to “part of a bigger picture”, which also ignores fundamental biology, & instead they try to use a case by case approach, which would be murky and likely NOT achieve fairness.
That’s because cases would be torn between “championing…inclusivity while…also fervently supporting…equity” (this quote is in the statement). The next step from there is to weight the results & outcomes ahead of process and science, which is poor misleading thinking, and would
Read 4 tweets
Jan 21
I want to try to explain something about testosterone and performance, since it has become the ‘fixation’ and the ‘the fix’ for inclusion policies for both DSD and trans athletes. So here’s a thread to ‘debunk’ and explain why T level, per se, is not quite the right place to look
First, testosterone is clearly a significant driver of the biological, and hence performance, differences between M and F. Nobody should dispute that (yet they do - more on this later). What sport has done, understandably, is to try to capitalise on this “cause-effect” concept to
…resolve the tension that exists between self ID and entry into the closed women’s category. Recall that women’s sport exists to exclude people who do not experience androgenisation during puberty and development. So sport said “If we can reverse the T levels, we can achieve...
Read 23 tweets
Jan 20
Michael Phelps, whose biological traits fall within norms for the men he swam against, recognises advantages of trans swimmers who retain many biological male traits

Remember. Advantages DO matter if they cross category boundaries. Sport does not exist to celebrate testosterone
Just like boxing does not exist to reward size/mass Paralympics do not exist to reward the absence of disability, and youth sport does not exist to reward maturation. We separate groups into categories/classes so that we can reward what is meaningful, unconfounded by what is not
This is, of course, the reason that we can celebrate Phelps for exceptional performances. And why we celebrate Ledecky for the same reason, even though if directly matched, only one would be rewarded. Hence, we ‘remove’ the effect of testosterone with a category that excludes it
Read 4 tweets
Dec 28, 2021
Interesting thing about this argument (which tries to turn the desire to protect women’s sport into some kind of disparagement of women) is the irony that it’s only a CLEAR separation of the sexes that allows us to celebrate athletic achievements of women. It’s only when we (1/
…blur the lines and try to deny biological realities that we invite direct comparisons between male and female performance (which, in a further irony, is the premise for the necessary separation!) that women’s sport is undermined. For instance, nobody should have an issue (2/)
…celebrating a Wimbledon title for Williams as equal to that or Federer, or the 100m gold to Thompson as equal to that of Bolt. They exist so distinct from one another that they carry the same weight, one is not lesser. So categories in fact PROTECT the merits of a performance
Read 4 tweets
Nov 19, 2021
Our latest podcast is out, and in it, we discuss the IOC’s transgender guidelines. Here’s a short video segment, “First reactions”. You can listen to the full episode here (or wherever you get your pods!) play.acast.com/s/realscienceo…
The missing truth: aside from the deception of saying “no presumed advantage”, the missing piece is a simple statement of biological fact that trans women retain advantages even after T suppression (let alone without it). This omission can only be due to political influence.
This omission is compounded by two poor errors. First is framing it as an “individual athlete” assessment. That we can treat a group or person as a subset of the group from which they arise, and assess fairness based on their ability/characteristics. This unravels sport’s meaning
Read 6 tweets

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