Faith Kipyegon of Team Kenya celebrates winning the Gold medal and setting a new Olympic record in the Women's 1500m Final in August, 2024 in Paris.
Faith Kipyegon of Team Kenya celebrates winning the Gold medal and setting a new Olympic record in the Women's 1500m Final in August, 2024 in Paris.

Faith Kipyegon of Team Kenya celebrates winning the Gold medal and setting a new Olympic record in the Women's 1500m Final in August, 2024 in Paris.
Faith Kipyegon of Team Kenya celebrates winning the Gold medal and setting a new Olympic record in the Women’s 1500m Final in August, 2024 in Paris. (Michael Steele | Getty Images Europe)

Faith Kipyegon is really, really fast.

In 2023, the Kenyan middle-distance runner set three women’s world records, including running a blistering 4:07 for the mile, breaking the previous record by five seconds.

Track fan and biomechanist Rodger Kram was watching that race, and something about how it played out stuck with him.

“The runners who were her pacemakers ran out too fast and there was a gap between her and her pacemaker,” he says.

Pacemakers help set a fast pace, and act as a barrier to the wind, making the race easier for the runners behind them — but only if they’re close.

“So she really had pretty poor aerodynamic drafting when she broke the record,” says Kram, of the University of Colorado Boulder. “That got us thinking that maybe if we improved drafting and reduced the force that the air exerts to slow you down, whether she could break 4 minutes.”

Kram and his colleagues are no strangers to such schemes. They predicted, and then helped plan, Eliud Kipchoge’s sub 2-hour marathon in 2019, where he was precisely paced to 1:59:40 by a rotating team of runners who ran in front of him for most of the race. That setup helped Kipchoge run faster than anyone ever had, and his colleagues wanted to see if something similar could work for Kipyegon.

Theoretically, it could. With pitch-perfect pacing both in front of and behind Kipyegon, she could run 3:59 for a mile, researchers reported this week in the journal Royal Society Open Science.

“I’m sure people are going to say no way, women can’t run under four minutes,” says Kram. But he notes that people thought it was physiologically impossible for men to run that fast until Roger Bannister did in 1954.

Predicting sub-four

On a basic level, running requires burning energy to power forward movement. How much of that energy gets translated to forward motion depends on a variety of factors, from running form to wind resistance. Kipyegon’s form is already near-perfect, but drafting behind a pacer could allow more energy to go towards running fast.

To figure out how much faster Kipyegon could run, they first calculated how much energy she burned for each lap of her record-setting mile. Then, they used aerodynamic models to calculate how much faster she could run with drafting.

“We looked at several different formulations of drafting,” says Shalaya Kipp, a biomechanics researcher now at the Mayo Clinic. “One scenario was if she ran in a vacuum, with no air resistance at all.”

In that hypothetical scenario of 100% drafting effectiveness, Kipyegon could run 3:53, the researchers found. The researchers considered more realistic scenarios, where Kipyegon had pacers for two, three and four laps.

The sweet spot turned out to be having two pacers, one in front and one behind Kipyegon for the entire race. In that scenario, the reduced air resistance would allow Kipyegon to run 3:59.37.

“If you have just one running in front, you get about a 70% drafting effect,” says Kram. “But if you have one in front and one behind, you get about 75% … the runner behind is pushing air molecules essentially against the back of the runner in front of them.”

When Kram saw 3:59.37 pop up for this scenario, he was surprised. “That’s exactly the same time Roger Bannister ran.”

Putting theory into practice could be a challenge

In official track races with pacers, they set off with the other runners from the starting line, but usually drop out before the race is finished. If Kipyegon wanted pacers for her whole race, she’d have two options: use male pacers who could run all four laps, or rotate out female pacers midway through the race, since very few women can run half a mile in two minutes.

Both those scenarios would disqualify the time from becoming an official record, based on World Athletics rules.

“It’s always going to have an asterisk next to it because it’s not a sanctioned race, it’s a little bit artificial,” says James Smoliga, a physiologist at Tufts University who wasn’t involved in the study.

“Overall, it’s a really well done thought experiment … but it is the very best case scenario,” he cautions. “These studies are based on assumptions, on top of assumptions, on top of assumptions,” he says. Many of those assumptions stem from studies of male, not female, athletes, adding extra uncertainty.

Still, there could be other benefits to pacing that can’t quite be quantified.

“It’s also psychological,” says Kipp, who ran the 3000 meter steeplechase at the 2012 Olympics. “You don’t have to really think about the pace that you’re running. You’re just sitting on this person and they’re pulling you through.”

Kipp, Kram and Smoliga would all love to see this thought experiment put to the test on an actual track.

“It would be a huge step forward in what’s physiologically possible for females,” says Kipp. “I think it would also drive a lot of interest in studying the upper limits of human physiology in a female model.”

The researchers sent their paper to Kipyegon, who hasn’t committed to an attempt, but hasn’t explicitly ruled it out either. In a statement to NPR, she said “I appreciate people taking my world record performance as an inspiration to imagine what could be possible in the future. I am concentrating on training in Kenya at the moment with my team and making sure I am prepared to give my absolute best this season.”

Transcript:

AILSA CHANG, HOST:

Faith Kipyegon is fast, as in really, really fast. In 2023, the Kenyan middle-distance runner set three world records, including a blistering 4 minutes, 7 seconds in the mile.

(SOUNDBITE OF ARCHIVED RECORDING)

UNIDENTIFIED PERSON: The world record is 4:12.33. She is going to shatter the world record on this track in Monaco.

CHANG: That race inspired a new study in Royal Society Open Science that predicts Kipyegon could become the first woman to break 4 minutes if she gets a little help. NPR’s Jonathan Lambert has more.

JONATHAN LAMBERT, BYLINE: The 4-minute mile is a mythic barrier in distance running. People thought that it was physiologically impossible to run that fast until Roger Bannister ran 3:59 in 1954. Kipyegon is still a ways away from sub-4, but something about the race stuck out to University of Colorado Boulder bio mechanist Rodger Kram.

RODGER KRAM: The runners who were her pacemakers ran out too fast, and there was a gap between her and her pacemakers.

LAMBERT: Pacemakers are runners who help other racers set a fast pace before dropping out themselves. Crucially, they also make the race easier for runners by acting as a barrier to the wind, but only if they stay close.

KRAM: She really had pretty poor aerodynamic drafting when she broke the record. That got us thinking that maybe if we improved the drafting and reducing the force that the air exerts to slow you down, whether she could break 4 minutes.

LAMBERT: To figure out how much faster Kipyegon could run, the team first calculated how much energy she burned running 4:07. Then they used aerodynamic modeling to see how much faster she would have run with better drafting, says Shalaya Kipp, now at the Mayo Clinic.

SHALAYA KIPP: We looked at different scenarios, you know, where she had two laps of drafting, three laps of drafting, you know? And what if, you know, we found some way to do four laps of drafting?

LAMBERT: Running the numbers, one result stuck out to Kram.

KRAM: To have the number 3:59.37 come up on my screen when I was doing the simulation, and then say, gee, that’s exactly the same time as Roger Bannister ran.

LAMBERT: That time required a pacer to run about 3 feet ahead of Kipyegon for the whole race. It also required a pacer just behind her, which provided a slight push of air. Since no woman is faster than Kipyegon, new pacers would have to be subbed in mid-race. That would disqualify the time as an official record, says James Smoliga, a physiologist at Tufts University.

JAMES SMOLIGA: It’s always going to have an asterisk next to it because it’s not a sanctioned race. It’s a little bit artificial. But it shows the capability of – you know, the physiological capability of the human body.

LAMBERT: But he cautions that things would still have to be perfect to actually pull this off.

SMOLIGA: These studies are based on assumptions on top of assumptions on top of assumptions. It really is the very best-case scenario.

LAMBERT: Still, pacing has extra benefits that this study can’t capture, says Kipp, who herself ran in the 2012 Olympics.

KIPP: You don’t have to really think about the pace that you’re running. You’re just sitting on this person, and they’re pulling you through.

LAMBERT: Kram and Kipp would love to see their thought experiment put to the test by Kipyegon and some pacers on a track.

KIPP: You’re not only watching this one phenomenal female athlete. Instead, you’re also watching you know, what a group of female athletes can do when they all work together.

LAMBERT: Kipyegon told NPR that she found the study interesting but is focused on training for the upcoming season. As a track fan, I hope that someday she makes a run for it.

Jonathan Lambert, NPR News.

(SOUNDBITE OF VANGELIS’ “CHARIOTS OF FIRE”)