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Six years of my own running data, and the year the surface changed everything

I wear a watch. It has been recording since May 2020, and I have a left triple arthrodesis performed when I was sixteen. This page is the whole record with the tables attached. Including the parts that make me look worse than the headline number does, because the honest version turned out to be more interesting than the flattering one.

First, a retraction

Eighteen pages came down to make room for this one

This site used to carry eighteen study pages, thirteen numbered studies, two microstudies, three secondary studies, each proposing a hypothesis about adaptive envelopes or cadence protection or ecological narrowing. In September 2026 they were taken out of search and removed from navigation.

Three reasons, all of them mine. They shared between 11 and 21 percent of their text with each other. They were built partly on derived tables that contained sentinel values I had mistaken for real measurements. And they rested on running-dynamics metrics that turn out to exist for only fourteen months of a six-year archive.

This one page replaces all eighteen, and it is deliberately smaller than the thing it replaces.

The number

1,561 miles, not 2,147

I have quoted the bigger figure before. It is the wrong one and here is why.

Across six years, 652 sessions totaling 2,147 miles are logged under a running activity type. Apply a cadence threshold of 140 steps per minute. The conventional floor for running gait, and only 383 sessions and 1,561 miles qualify. The rest is walking.

That is not sloppiness on my part. Until the end of September 2021 my watch had no walking activity type in use at all. Walks had nowhere to go but the running label.

YearLogged milesMiles at running cadenceShareMedian cadence
20202925920%120 spm
2021171270%144
2022973435%124
202332721867%142
202444240391%154
202546033573%148
2026 to 4 Jun51250098%168 spm

The low years are not injury. 2021 and 2022 I was mostly in a gym: 41 indoor cardio and 33 strength sessions in 2022 alone, against 47 runs. That is a training choice, not a foot.

2023

The year I moved indoors, and the year I started running

Strip out the walking entirely and look only at sessions that clear the cadence threshold. Something happens in 2023 that I did not notice at the time and cannot attribute to any decision.

YearMedian paceLongest runTreadmillOutdoor
202014:23 /mi4.5 mi0129
202215:003.3542
20239:335.710310
20248:0210.0970
20269:539.51182

In 2020 this was an outdoor activity, entirely. From 2023 it is a treadmill activity, almost entirely. The switch is abrupt, it lands in the same year the pace drops by five and a half minutes a mile, and I cannot point to an injury, a decision or a piece of equipment that caused it.

Running volume and running pace both changed when the surface stopped varying, and not before.

Video · 2:34Why nearly all of these miles are on a treadmill, in my own words. Watch on YouTube →

Move through it

Six years, one year at a time

The same figures as the two tables above, laid out a year at a time. Watch the treadmill bar arrive in 2023.

2020

Logged miles292

At running cadence59

Median cadence120 spm

Treadmill runs0Outdoor runs129

Median pace 14:23 a mile. Longest run 4.5 miles.

Before late September 2021 the watch had no walking activity in use, so walks were logged as runs. That is why most of this year is below running cadence.

2021

Logged miles17

At running cadence12

Median cadence144 spm

Mostly a gym year. A training choice, not the foot.

2022

Logged miles97

At running cadence34

Median cadence124 spm

Treadmill runs5Outdoor runs42

Median pace 15:00 a mile. Longest run 3.3 miles.

Still mostly gym: 41 indoor cardio and 33 strength sessions against 47 runs.

2023

Logged miles327

At running cadence218

Median cadence142 spm

Treadmill runs103Outdoor runs10

Median pace 9:33 a mile. Longest run 5.7 miles.

The switch. Running moves almost entirely onto the treadmill, and median pace drops by about five and a half minutes a mile, with no injury, decision or equipment to point to.

2024

Logged miles442

At running cadence403

Median cadence154 spm

Treadmill runs97Outdoor runs0

Median pace 8:02 a mile. Longest run 10.0 miles.

Every running-cadence session indoors.

2025

Logged miles460

At running cadence335

Median cadence148 spm

Pace, longest run and surface are not broken out for this year in the table above.

2026 to June

Logged miles512

At running cadence500

Median cadence168 spm

Treadmill runs118Outdoor runs2

Median pace 9:53 a mile. Longest run 9.5 miles.

To 4 June, when the archive ends. Nearly every mile at running cadence.

Three sources

I said this before I looked at the data, and so did a published cohort

Long before I ran this analysis I had written on this site that level ground is close to unremarkable for me, and that uneven ground is where the missing hindfoot motion shows, because the joints that let a foot mold to the ground are the ones that were fused.

A published series of triple arthrodesis patients reports the same thing from a cohort rather than from one person: two thirds described significant limitation walking on uneven ground.1

This archive is a third line, and none of the three was collected to support the other two. My own account came first, the cohort literature I only read afterwards, and the watch was recording the whole time without being asked a question.

Limits

Why this is an observation and not a conclusion

It is badly confounded and the confounds are obvious. A treadmill is easier than a road for reasons that have nothing to do with a fused hindfoot: the pace is imposed rather than chosen, the belt is cushioned, there is no weather, no camber, no traffic and no navigation. Any runner improves moving indoors. Nothing here isolates my foot as the reason.

It is one person, and there is no control. Both my feet were operated on in infancy, so I do not even have an untreated side to compare against.

Six years of training would improve pace anyway, surface or no surface.

And the causation may run backwards. I may have moved to a treadmill because I wanted to run more, rather than run more because I moved to a treadmill. I genuinely do not know which.

What survives all of that is narrow: in someone whose own account and whose cohort literature both point at uneven ground as the limiting factor, six years of activity data show running becoming possible at volume in the year the surface stopped varying.

Not analyzed

Why there is nothing here about stride or ground contact

The watch is on my wrist. Stance time, vertical oscillation, step length and running power are estimated from arm and trunk movement. They are not specific to either foot, and they cannot tell a fused side from an unfused one.

The one field that could have separated the two, stance time balance, was never recorded once across the entire archive. Those fields also only exist from 2025, so they cover fourteen months of a six-year record.

Analyzing them would mean describing an estimate of a body and calling it a measurement of a foot. That is most of what was wrong with the eighteen pages this one replaces.

Questions

What people ask about this

Can you run with a triple arthrodesis?
In this one case, yes, though the record is more complicated than that answer suggests. Across six years of device data, 1,561 miles across 383 sessions meet a running cadence threshold of 140 steps per minute. But the early years were mostly walking, and sustained running only appears from 2023. This is one person with one fused foot and it predicts nothing about anyone else.
Why does the total say 2,147 miles in some places and 1,561 in others?
Because the two numbers measure different things and only one of them is running. 2,147 miles is everything logged under a running activity type over six years. Applying a cadence threshold of 140 steps per minute, 1,561 of those miles qualify as actual running. The difference is walking, and it is concentrated in 2020, when the watch had no walking activity type available and walks had nowhere else to be recorded.
What happened in 2023?
The surface changed. In 2020 running was entirely outdoors. From 2023 it was almost entirely on a treadmill: 103 treadmill sessions against 10 outdoor. In that same year median running pace improved from about fifteen minutes a mile to nine minutes thirty-three, volume went from 34 miles to 218, and the longest session doubled. No injury, intervention or equipment change is associated with it.
Does that prove the fused foot needs a flat surface?
No, and the page says so at length. Treadmill running is easier for reasons that have nothing to do with a hindfoot fusion: pace is imposed rather than chosen, the belt is cushioned, there is no weather, no camber, no navigation. Any runner improves moving indoors. Six years of continued training would improve pace anyway. And the causation may run the other way entirely.
What happened to the eighteen study pages?
They were withdrawn from search in September 2026 and removed from site navigation. They shared between 11 and 21 percent of their text with one another, they were partly built on derived tables containing sentinel values mistaken for real data, and they rested on running-dynamics metrics that exist for only fourteen months of a six-year archive. This single page replaces all of them.
Why is there no analysis of stride or ground contact time?
Because the device is worn on the wrist. Those values are estimated from trunk and arm movement, they are not specific to either foot, and they cannot distinguish a fused side from an unfused one. The one field that could have separated the two sides, stance time balance, was never recorded once across the entire archive. Analyzing them would be describing an estimate of a body, not a measurement of a foot.

Keep going

Related

My twenty-five year record is the clinical companion to this page. The operative history, an incidental x-ray and a scored outcome questionnaire. Running after an arthrodesis is the practical side. Uneven ground covers the surface problem properly. Research is where the rest of it lives.

Sources

Where this comes from

All figures on this page are computed from my own device export, May 2020 to 4 June 2026, using distance, duration, heart rate, cadence, activity type and timestamp. The session-level table behind every number is available on request. This is one person’s activity record. It is not medical advice and it predicts nothing about anyone else’s foot.

I filmed why I moved to a treadmill long before I had any of this data to explain it . Watch it on YouTube, or browse the channel.