Marathon Pacing

The era of big data has arrived in sports science research, and I couldn’t be happier. For a long time I was skeptical about sports science as a source of useful information about how to train effectively as an endurance athlete. The typical study was just too limited in scope and too simplified in comparison to the real world for me as a coach to put much stock in its findings. Even basic truths like the importance of training at high volume to maximize endurance fitness had virtually zero support in the scientific literature because it was almost impossible to prove or disprove within the constraints of a typical sports science study.

But the advent of big data has changed all that. Now scientists can answer specific training questions with a high degree of confidence by collecting training data from tens of thousands of athletes and teasing out correlations between training inputs and fitness and performance outputs.

The latest example is a study on tapering in marathon training that was conduction by Barry Smyth and Aonghus Lawlor at University College Dublin and published in Frontiers in Sports and Active Living. Smyth and Lawlor analyzed data from the devices of more than 158,000 runners in the final weeks of marathon training, focusing on 1) how long their taper period was (i.e., how many weeks out from race day their training volume began to decline), 2) how disciplined their taper was (i.e., how consistently their training volume decreased throughout it), and 3) how well they performed in the marathon relative to their best 10K time. Here are the main findings:

  1. A more disciplined taper (i.e., consistent decline in volume) was the strongest predictor of better marathon performance. Once runners began to taper, they were better off continuing to taper.
  2. Runners who tapered for three weeks tended to perform better than runners who tapered for two weeks or less. Extending the taper to four weeks resulted in no additional gains.
  3. Runners who trained at higher volumes prior to tapering tended to taper longer and to execute more disciplined tapers.
  4. A majority of the runners (64 percent) tapered for two weeks or less and in an undisciplined way.

The authors concluded, “An important practical implication of this work is that there could be an opportunity for many runners to improve their relative performance by implementing a more disciplined form of taper. This is likely to be of considerable interest to recreational marathoners and coaches.”

They’re certainly right on that last point. As a coach to many marathon runners, I take considerable interest in these findings. But I’m not exactly sure yet what to do with them. I’ve always believed that the duration of a taper should be determined by how hard the athlete trains before the taper, and that most recreational runners don’t train hard enough to require a long taper. In this study, appropriately, high-volume runners were found to have engaged in the longest tapers, but even lower-volume runners tended to gain a slight benefit from a three-week taper versus a shorter one. The impact of a disciplined taper was greater than that of a lengthier taper, however, and like any coach with half a brain I always prescribe disciplined tapers, so that won’t change.

Come to think of it, I don’t know if anything will change. Off the top of my head, I can’t think of a single athlete I’ve ever coached who underperformed in a marathon as a consequence of feeling under-tapered going into the race. As they say, if it ain’t broke, don’t fix it. On the other hand, my curiosity is piqued, so I will probably give one of my athletes an opportunity to experiment with a slightly longer marathon taper in the near future. If it doesn’t work, we can both blame Barry Smyth and Aonghus Lawlor.

As a final note, although this study focused on marathon tapering, its most striking finding had to do with marathon pacing. Specifically, female runners were found to pace their marathons far more skillfully than male runners, who on average added 4.49 minutes to their finish times by starting too aggressively and hitting the wall. For me, this finding points to the need for a comprehensive guide to developing pacing skill. Stay tuned.

I first discovered the work of Veronique Billat in 2002, when I was working on my book The Cutting-Edge Runner. That’s a long time ago, but in retrospect I’m somewhat embarrassed that I hadn’t known about her even earlier, as she was then already well on her way toward titan status in the field of exercise science.

If you’re seeing Billat’s name for the first time, don’t be embarrassed. It’s not the job of everyday endurance athletes to maintain an up-to-date mental Who’s Who? in the area of sports science research. Now in her late 50s, Veronique is a Frenchwoman with a half-marathon PR of 1:18 who teaches at the Interdisciplinary University of Paris and has authored well over 200 scientific papers focusing primarily on the optimization of training methods in distance running. In 2018, she published a book titled Révolution Marathon that I never heard about because it was written in French. Correction: I hadn’t heard about the book until recently, when Johnathan Edwards, who is studying for his PhD under Billat, emailed me to ask if I would be willing to review an English version of it that he’s working on.

The answer was yes, of course, and within 24 hours I had a digital copy of the manuscript on my laptop. I’m not sure exactly what I expected, but The Science of the Marathon, as Edwards has rechristened the book, isn’t it—in a good way. Billat’s thesis is simple: The most effective way to run a marathon is not at the steady pace that is commonly advocated but at a variable pace, and by extension, marathon training should emphasize variable-pace running instead of being dominated by steady-pace running as it is for so many runners.

Billat makes a compelling case for this approach, beginning with the observation that the fastest marathons are run at variable speeds, and most often feature a fast start, a slower but oscillating middle, and a fast finish. She concedes that some of the underlying physiology that makes the variable-pace approach effective for the best marathoners in the world is absent in slower runners, but contends that a version of the same strategy is best for us mortals as well.

Why? A few reasons. First, Billat argues, starting fast allows a runner to get ahead of their goal time without putting themselves in a hole that they can’t climb out of, provided they slow down after 2 km (1.2 miles) or so. A fast start also primes the body and mind in ways that make the slower running that follows easier. Additionally, by generating high levels of lactate, starting fast creates a biochemical milieu in the muscles that stabilizes pH, preventing fatigue and making subsequent accelerations possible.

Furthermore, oscillations in pace allow runners to utilize more of their physiological toolkit than is possible when they lock into goal pace. They can, in a manner of speaking, rest one metabolic engine while firing another, generating a lot of lactate during surges and burning that lactate during slower segments. Managed properly, fluctuations in speed enable the marathoner to maintain a consistently comfortable effort level that all but ensures they are able to make a hard push in the final kilometers. I must confess, whereas some of the physiology Billat gets into flies over my head, this last rationale makes a ton of sense to me, as I know from studying Samuele Marcora’s psychobiological model of endurance performance that running performance is ultimately determined by perceived effort, and I know from personal experience that if you keep your pace steady in a marathon, your perceived effort level will fluctuate, and if you run by feel, your pace will fluctuate. As Billat puts it, by taking her approach, “You will no longer run to maintain a speed but rather run to maintain a feeling of racing intensity consistent with an ‘average’ effort on the marathon.”

The book mentions a 2006 study by Billat which showed that pacing by feel, hence variably, is more effective than steady pacing even at shorter distances. Subjects completed a 10K time trial by feel, and all of them exhibited fluctuations in pace. Later, the subjects were asked to complete a second 10K time trial running steadily at their average pace from the first. Amazingly, few of them were able to hold this pace longer than 7K.

It so happens that, when Edwards sent me Billat’s book, I was about six weeks away from taking a crack at running a 2:38 solo marathon time trial. My plan was to run 26.2 consecutive 6:04 miles. I am now considering the possibility of replacing my usual pacing strategy with a variable-speed approach. Having completed well over 40 marathons, I have some opinions of my own about how best to train for and execute a race of this distance, and I don’t intend to completely abandon my formula in favor of Billat’s. For example, she takes a dim view of high-volume training, whereas I know beyond the shadow of a doubt that high volume is critical to maximum marathon performance for me. But I have found her argument convincing enough to tweak my training according to Billat’s recommendations to prepare for this style of time trialing.

My first test was a 13.11-mile marathon-pace run, which again, I would normally have attempted to run at 6:04 per mile from start to finish. Instead I aimed to start with a pair of 5:52 miles, then run seven 6:10 miles, and finish with a cutdown from 6:02 to 5:56 over the closing four miles. In a word, it did not go well. After completing the first two miles in 5:49 and 5:51, feeling pretty comfortable, I slowed down to 6:10 pace expecting it to feel like an utter cakewalk, but it didn’t, and indeed I never really settled in at that slower pace. I was only able to cut down to 5:59 for the last mile, and doing so required a near-maximal effort (though I was slightly ahead of my target by then and wound up completing the run with an average pace of 6:03.5 per mile.

I’m smart enough not to conclude from this one experience that Billat’s variable-pace strategy doesn’t work, though at the same time I most certainly can’t conclude that it will work for me. Here’s the rest of my After Action Report on the test:

It was a hot day and I didn’t have my best legs going into the run. It’s possible I would have struggled even if I had used my usual steady pacing approach.

I’ve spent a lifetime making steady pacing second nature for myself. It’s not surprising, therefore, that the variable-speed strategy was a shock to my system. In the next test I will know better than to expect the slower running that follows the fast start to feel absurdly easy. I’ve done enough reading in exercise science to know that perceived effort is highly influenced by expectations. A relatively easy effort will feel harder if you expected it to feel easier.

Though Billat herself would probably disagree, at 49 I think I might just be too old to use the variable-speed approach effectively. In her book Billat points out that her strategy requires a large speed reserve. Her rule of thumb is that your maximum running speed must be at least double your marathon speed; otherwise the fast start and later surges will crush you. I’ve been working pretty hard on my speed lately because I’ve been participating in virtual mile races, so I’m already doing what I can to maximize my speed reserve, but it’s obvious that age has stripped me of my highest gears and they’re not coming back.

Be that as it may, I am at a point in my athletic career where nothing really matters all that much and I’m willing to take chances I would not have taken when I was younger. So I fully intend to continue guinea pigging Veroniqe Billat’s variable-speed marathon pacing strategy, and I’m confident it will be fun and interesting at the very least. More to come.

The fall marathon season is upon us, and you know what that means: Thousands upon thousands of runners will hit the wall before they reach the finish line, slowing down precipitously over the final miles of the race and consequently falling short of their goals. But you don’t have to be one of them! A good pacing strategy will reduce the likelihood that you experience this all-too-common phenomenon in your next (or first) tilt with the 26-mile, 385-five yard footrace.

The purpose of this post is to help you take a solid pacing strategy into your fall marathon. It will do so by means of a simple analogy involving the long-running television game show, “The Price Is Right.”

Thought that would get your attention.

So, here it is: As anyone who has watched “The Price Is Right” knows, the competitive bidding that occurs between contestants at the initial selection stage, again at the wheel-spinning stage, and in the showcase round follows a set of rules similar to those that apply in blackjack. If you’ve ever played blackjack, you know that the idea is to accumulate cards whose combined number value comes closest to 21 (that is, closer than the dealer’s hand as well as those of and anyone else playing) without exceeding it. Similarly, on “The Price Is Right,” you win by bidding closest to the actual value of the prize or prize package before you (or by getting closest to $1 through wheel spins) without exceeding it.

In both situations, it is possible, though unlikely, to win despite significantly underbidding, whereas overbidding is automatic death. Therefore a somewhat conservative playing strategy is required.

Marathon pacing is very much the same. Although every (serious) marathoner wants to finish the race in the least time possible, you’re more likely to get closer to that ideal number if you err on the side of caution in your pacing. All too many runners make the mistake of either aiming for a time they are more than 50 percent confident but less than 100 percent confident they can achieve and/or of trying to “bank” time—that is, run slightly ahead of their goal pace—in the first part of the race so that they have a buffer in case they slow down in the later miles.

The problem with this aggressive approach to marathon pacing is that, when you run the first part of a marathon even slightly faster than the fastest pace, you are truly capable of sustaining for 26.2 miles, you do indeed gain seconds in the early going, but you lose whole minutes in the late going. They call it the wall for a reason. As in blackjack and on “The Price Is Right,” “overbidding” in a marathon is death.

In shorter events, the cost of starting out too hard is rarely so extreme. If you run 5 seconds per kilometer faster than you should through the first 5K of a 10K, you may slow down by only, say, 3, 6, 6, 9, and 11 seconds over the last 5 kilometers, finishing 10 seconds behind the time you might have achieved with better pacing. But in a marathon, even a tiny excess of optimism in your goal setting or execution is likely to cause exponential, rather than mere geometric, slowing in the late going.

I know this from experience. In each of my first two marathons, I was way too aggressive and ended up walking. Scarred but smarter, I went into my third marathon with the goal of finishing under 2:46, and I was right on pace through 24 miles. But I had been too aggressive by about a fraction of a percent, and I ended up running the last mile of the race a full minute slower than the previous mile and crossed the line at 2:46:42. I guess I wasn’t that much smarter after all! If I had started the race just a wee bit slower, I might have sped up toward the end instead of slowing down and thereby scared that 2:46 barrier.

There is no test, device, or calculator you can use to establish the perfect marathon time/pace goal and ensure perfect execution. You just have to rely on your subjective experience and on data from past marathons and your recent training to make the smartest “bid” possible. The specific question you want to ask yourself is this: “What is the fastest pace that I am 100 percent certain I can sustain for 26.2 miles on X date on Y course in Z conditions?”

If you answer this question well, you will start the race at a pace that may indeed be the fastest you can sustain for 26.2 miles. And if it isn’t, it will be slower, not faster. And guess what? It’s not the end of the world if you get 16 miles into a marathon and realize you’ve been running more conservatively than necessary. At that point you’ve still got 10-plus miles left to leave everything you have left out on the racecourse. Do this and you will walk away from the finish line knowing you completed the marathon in a time that is very close to the fastest you were physically capable of achieving that day. What is he end of the world is the opposite scenario, where you get 16 miles into the race and realize you’ve been running too aggressively. No correction can save your day at that point.

So, the next time you’re establishing and executing a pacing plan for a marathon, do it as though you are bidding on a showcase prize package that includes a brand-new SUV, a four-night vacation to Bermuda, a set of golf clubs, and free groceries for one whole year.

Interested in learning more about pacing? My new book, On Pace: Discover How to Run Every Race at Your Real Limit will guide you step by step toward pacing mastery. Click here for a free sample chapter of On Pace, and here to purchase a copy.

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