Maximizing the Oura ring activity score

First, let me say that maximizing my Oura ring activity score is, in and of itself, of no value whatsoever—except to the extent that it reflects and reinforces my efforts to get an appropriate level of physical activity.

Happily, I find that getting an appropriate amount of activity generally results in a higher score. So it works at that level, with perhaps a few mismatches between what I think is appropriate and what the Oura software thinks is appropriate, the main one being their idea of what counts as a recovery day.

Periodization of training—getting a mix of training days and recovery days—is a great idea. In fact, the lack of periodization is one of the limitations with Google Fit, whose model is to have a daily activity goal which is a little aggressive—a goal that motivates you to to get out and walk just a little more than you otherwise might. The problem is that a goal that’s even a little bit aggressive is going to be excessive for your recovery days, while still being much less than you probably want for your training days.

This is where the Oura ring software is a big step up from Google Fit. It strongly encourages both training days and recovery days. Unfortunately, its idea of a recovery day seems a bit too strict for me:

For Oura, an easy day means keeping the amount of medium intensity level activity below 200 MET minutes (200-300 kcal/day), and high intensity activity below 100 MET minutes (100-150 kcal/day).

In practice this can mean doing lots of low intensity activities, getting healthy amounts of medium intensity activity (30-60 min), but only a small amount of high intensity activity (below 10 min).

Now, that’s all well and good, except that ordinary walking is a medium intensity activity, and (except when the weather is crappy) it’s a very rare day indeed that I don’t end up walking more than an hour—meaning that I basically never get a recovery day in Oura ring terms.

The result is that whenever the weather is nice my activity score starts dropping, because I’m not getting what my ring thinks is appropriate recovery. Then, when there’s a couple of days of crappy weather and I sit around the house all day, my score will climb (as my recovery time value improves). Then, as soon as the weather gets nice again and I can get out and be active, my activity score can shoot up into the high 90s:

However, I can only get five days of such high levels. Since I need to have at least two recovery days per week, a string of more than five nice days means my recovery suffers once again, turning into lower activity scores.

I haven’t fully characterized the behavior so far, but it seems like the software may well be doing just what the quoted text above says: Getting between 30 and 60 minutes of medium activity makes a day a recovery day, with a hard end to any “recovery” at 61 minutes.

If true, that would probably be the place to make a fix. That is, I’m not trying to suggest that I have any data to show that an average person could walk more than 60 minutes and still recover as well, nor do I have any good metric for identifying some subset of people who can walk more and recover well. But I am pretty sure that the 1 h 3 min of medium activity that I got the day before yesterday is not so much more than the 60 I got yesterday that the former should count as a training day rather than a recovery day.

Oura ring warned me

For a week now, the forecast has been that yesterday would be the first really nice day of the season, and I had decided a week ago that I’d go for a long run.

I tried to set everything up for good readiness, with a medium run back on Monday (so it wouldn’t be too long between runs), and then ordinary amounts of walking on Tuesday through Friday.

However, it wasn’t to be. I felt weak and sluggish right from the start, and found that even just maintaining a slow pace required that I ramp up my heart rate as the run went along:

(All that stuff in the yellow is too high, which is basically the whole run. I kept it almost in the green for the first mile, but after that it was way too high the whole time. The tiny bit where it spiked up into the red at the end was when I was sprinting to the button to get a walk signal.)

I have to say that my Oura ring warned me that my readiness was only so-so yesterday:

The main negative contributors, from the Oura ring’s perspective, were a mediocre night’s sleep, and a slightly elevated resting heart rate—and in particular, a resting heart rate that took most of the night even to settle down to that slightly elevated level (the “recovery index” part):

Last night my sleep was much better:

But it didn’t lead to a much higher readiness today, because yesterday’s run, even though it was a pretty feeble effort, was enough to mean that today I should at least somewhat take it easy:

As it happens, I was pretty happy to do that. I got a reasonable amount of movement today, while nevertheless taking it pretty easy. Included in the day’s movement was the first bit of barefoot walking of the season. I also spent just a few minutes punching the heavy bag, mainly to get some photos for an Esperanto blog post on one aspect of my summer training plans.

Achievement unlocked: Winter running habit

Every year I try and fail to establish a winter running habit. This year I managed, and learned a bit about why I usually fail.

In my imagination, the key has always been to keep running through the fall. As it gradually gets chilly and then cold I’ll gradually adapt.

That never works.

The main reason it never works is that seasons don’t work like that. One gets frequent warm days in early fall, then infrequent warm days in late fall, and then at some point—identifiable only in retrospect—there’s a last warm day, which is then followed by months of winter weather.

But it’s even worse than that, perhaps especially so for people like me who don’t have a regular job. Since I have pretty complete control over my schedule, I’m able to get out for my runs whenever the weather is optimal. In the summer I can run in the morning or evening when it’s not too hot. In the fall I can gradually shift my runs toward mid-afternoon when it’s not too cold.

The upshot of that is that I’m never confronted by gradually cooler temperatures when I go out for my runs. Rather, I get to run when the conditions are perfect right up to the last day of perfect conditions. Of course, there are days when conditions are imperfect all day, but I can adapt by just shifting my run to the next day or the day after—a strategy which works fine right up until late fall, when all of a sudden conditions are imperfect every day.

This fall as usual I failed to establish a running habit. I ran into mid-September, and then quit running for two months. But somehow I managed to get started again in mid-November, and proceeded to get in 24 runs from then until April Fools Day. Why this year and not other years? The answer comes out of looking at the reasons why I don’t run in the winter: Cold, dark, and ice.

For ice I have to chalk this success up largely to luck. We had an ordinary amount of snow this year, but the size of each snowstorm and the timing of warm and sunny bits after snowstorms meant that it was rarely more than a week or so before the sidewalks were clear enough that I could get out for a run. (In my running log I only spot five weeks with no running, and only one spot where two of those weeks are consecutive.)

For dark the credit goes back to my not having a regular job. There’s no boss expecting me to spend my daylight hours sitting at a desk. I can run whenever I want.

So it comes down largely to cold.

I have always been of the opinion that dealing with cold is just a matter of having the right gear, and I had some of it—a pair of very warm tights, a half-zip capilene top, some sweat pants, some mock-Ts, some sweatshirts, a silk baselayer, and a bright-red buff with reflecty bits.

To this I gradually added a machine-washable merino wool hat in high-viz yellow, a pair of high-viz yellow gloves, and a pair of lighter-weight tights suitable for wearing in moderate cold.

That little burst of consumerism turned out to be highly effective. First, it meant that I had the right clothes for the conditions, from pretty cold up to just barely too cold for shorts and a t-shirt. Second, because I wanted to give my new gear a try, I got out for at least three (probably more like six) runs that I’d otherwise have skipped, just because I wanted to wear my new tights or my new hat.

And so, for the first time since 2004 I have come into spring with a running base that prepares me for serious training right off the bat. I can comfortably run 10k, so I could compete in any 5k or 10k race this spring. I could easily be in shape for the 7.1-mile Lake Mingo Trail Race in early June. I’m probably within striking distance of being in shape for a half-marathon (although not the Illinois Marathon half-marathon in less than three weeks).

Mainly though, I’m in shape to just keep running on through the spring and summer. And maybe, just maybe, next fall.

Behold a gallery of running-related images from the winter, most of which were shared to my twitter feed sometime along the way:

Hang out with healthy biomes

Everybody knows that you come to be like the people you hang out with, and most people understand that you can take advantage of this to improve your life. If you want to be more productive, hang out with productive people. If you want to be an intellectual, hang out with intellectuals. If you want to be healthy, hang out with healthy people.

I rather suspect this last is something hardwired in our brains, probably explaining part of the stigma faced by people who are disabled or disfigured. Probably strongly selected for in circumstances where infectious disease is a major cause of mortality.

I have always assumed that this is primarily mediated by lifestyle, with the shift largely produced by adopting pieces of the lifestyles of the people you hang out with. Hanging out with people who read a lot normalizes reading a lot. Hanging out with runners normalizes taking up running.

It should have been obvious—maybe it is obvious to everybody else—but it only recently occurred to me that a large part of this may well be mediated by microbiomes.

Your microbiome will shift to converge with the microbiome of people you hang out with. (Of course, theirs will also shift to converge with yours.) If you share meals with someone, your intestinal microbiome with shift toward theirs—probably more so and more quickly if you share a kitchen, utensils, or food prep tasks, and probably more so yet if you share a bathroom. If you share a touch with someone, your skin microbiome will shift—again, more so and more quickly if you share a bed with them.

Actually, an anecdote on this last: When I met Jackie she had a fungal infection of the skin that she’d picked up in India, and that had persisted for years. She treated it with tolnaftate, which worked adequately to knock it down when it became annoying, but had not cleared it up, either in India or after she came home. However, a few years after we got married I noticed that it seemed to be gone. With no evidence whatsoever, I’m inclined to take credit for this, figuring that my skin microbiome contributed useful organisms that her skin microbiome integrated in a way that eventually let it displace the fungal organisms.

So far, all the efforts to find an “optimal” microbiome have foundered, probably because the problem is intractably complex, being inextricably connected with the genes of the host, multi-generational epigenetic history, the immune system (and its lifetime history of chemical and biological insults), along with all the obvious factors—what organisms initially seeded the microbiome, history of antibiotic use, diet, etc.

Because of that, I’m much less interested now in interventions such as probiotics. More and more I’m inclined to prefer what used to be pretty obvious: Trust your immune system to cultivate a healthy microbiome (and hang out with healthy people to give it a little extra to work with).

Sleeping with my Oura ring: Body temperature

As a big ol’ data geek, I’m by default interested in any metrics that I can get, especially ones related to me.

One of the metrics tracked by the Oura ring is body temperature, which is a metric don’t normally pay much attention to unless I think I might be sick, and I haven’t wanted to get sick just to explore this feature of the Oura ring. But a couple of days ago I did something much better: I got my shingles vaccination.

(I’ve been trying to get my shingles vaccination for months now, since they changed the recommended age from 60 to 50 and my insurance company started covering it for young folks like me. But with all the younger boomers thinking the same thing, the vaccine became scarce. Jackie and I finally tracked down shots last week.)

My immune system viewed the shot as something of a stern challenge, and sure enough my body temperature became elevated. In the graph below observe the last three data points, which show a spike to 0.7℉ above my baseline, followed by a 0.6℉ elevation the second night. Last night was only 0.3℉ above the baseline and back down in the normal range. (Near the middle you can see another spike to 0.7℉ above baseline followed by a negative deviation of a similar amount. That excursion was, I think, related to life stress.)

Graph of body temp, ending with a sharp spike gradually returning toward normal
My average nighttime body temperature deviation from baseline for February 10 to March 16 2019.

Observing that I was under some stress, the ring has been advising me to take it easy for the past couple of days. Knowing that the stress in question was a healthy one, I didn’t take the warning too seriously. The weather was nice the day after the shot, so I went out for a run, despite my ring’s advice.

Despite disregarding that particular day’s advice, I’ve actually been paying rather close attention to the ring’s indications as to my readiness. For example yesterday, when my body temperature and other factors suggested that I was still not recovered, I did take it easy—and I have been rewarded with an excellent night’s sleep and a moderately high readiness score for today:

Sleep panel from Oura ring dashboard.

Perhaps today will be a good day for a long walk. By the middle of the week we’ll have some more excellent running weather, and hopefully I’ll be ready for it.

Our 8-movement taiji form

I have always let my students make videos of me doing the form, for their own practice. This session it turned out that, instead of several people wanting their own video, everybody noticed one video being made and all asked for copies. So the guy posted the video he took to YouTube.

There’s both a front view (so you can see my hands) and a rear view (for following along).

If you’re a student and want access to the video to study or practice with, or if you’re just interested in the taiji form I teach in my class, here you go.

Front view:

Rear view:

I’m pretty pleased with how it turned out. Videography by Randy and Marti Markward.

How meditation is like weight lifting

On a recent podcast, Tim Ferriss and Peter Attia drew a parallel between weight lifting and meditation that really resonated for me.

Some people really like weight lifting. They enjoy the ambiance of the gym. They like doing the reps. They like “feeling the burn” as they finish a good set. They like the way their muscles feel trashed at the end.

Other people hate all those things, and loath every minute that they spend in the gym—but they lift weights anyway for the benefits that result: stronger muscles, stronger tendons, stronger bones, healthier joints, improved insulin sensitivity, increased neurogenesis and brain plasticity.

In much the same way, some people really like meditation. They enjoy the sitting (or standing, or moving). They enjoy the centeredness. They like bringing their attention to their breath (or their mantra or their mandala). They like the focus. They like the stillness. They like the peace.

Other people hate meditation. They find it boring. They find it uncomfortable. They find no stillness or peace. Their attention constantly wanders. Their efforts feel like repeated failure.

While everybody knows that you go to the gym and lift weights to get stronger—not to prove that you’re already strong—many people fail to understand that the same is true of meditation. You don’t meditate to prove that you have great focus. You meditate to get better at noticing when you’re thinking and better at letting your thoughts go.

The point of a meditative practice is not to have a 20-minute session that feels like a success. When you are sitting and you notice that you are thinking, and you let that thought go, and return your attention to your breath—that’s a rep. That’s what you’re practicing. If you do it twenty times in a five-minute meditation session. . . . Well, that’s twenty reps. That’s an extremely successful session of meditative practice.

My point here is that doing the work of practicing meditating is worth doing, even if the meditation sessions themselves feel like one failure after another. Just like the point of lifting weights is to be stronger in the other 23 hours and 40 minutes of the day when you’re not lifting, the point of a meditation practice is to be better at paying attention the other 23 hours and 40 minutes of the day when you’re not meditating.

Deadly actinic rays

I shared a link to this article by Rowan Jacobsen, with the comment “This article falls so squarely in the sweet spot of reinforcing my own preconceptions, I almost hesitate to tweet it.” But I did, with a few brief quotes.

Freed of the limitations of twitter, here’s a more extended excerpt:

Lindqvist tracked the sunbathing habits of nearly 30,000 women in Sweden over 20 years. Originally, he was studying blood clots, which he found occurred less frequently in women who spent more time in the sun—and less frequently during the summer. Lindqvist looked at diabetes next. Sure enough, the sun worshippers had much lower rates. Melanoma? True, the sun worshippers had a higher incidence of it—but they were eight times less likely to die from it.

So Lindqvist decided to look at overall mortality rates, and the results were shocking. Over the 20 years of the study, sun avoiders were twice as likely to die as sun worshippers.

There are not many daily lifestyle choices that double your risk of dying. In a 2016 study published in the Journal of Internal Medicine, Lindqvist’s team put it in perspective: “Avoidance of sun exposure is a risk factor of a similar magnitude as smoking, in terms of life expectancy.”

Source: Is Sunscreen the New Margarine? | Outside Online

Jacobsen later mentions the app dminder, which I’ve been using for several years now. It helps you optimize your sun exposure (getting maximum vitamin D production without getting sunburned, based on time of year, time of day, location, and skin pigmentation). I just checked the app, which tells me that it’s just 8 days until the vitamin D window reopens here in Savoy, Illinois!

I concluded my little tweet storm with this: Pretty much every nice day of the spring, summer, and fall, I announce to my wife around midday that “I’m going out to expose my integument to the deadly actinic rays of the sun.” And then I do. I feel so much better since I started doing this.

Movement in 2018

This year’s review of my movement practice will be a bit less detail-oriented than last year’s, when I included a long list of exercises, and a long list of non-exercise movement that I’d engaged in over the year. This year I exercised a bit less and moved a bit more, and came to a balance that I’m pretty happy with—that I don’t feel much urge to analyze.

I continued the winter exercise regimen that I described a year ago for the rest of the winter, but then let most of it go in favor of less-structured movement. As I say, I’m pretty happy with what I ended up doing, although the result was a decline in some of the strength increases I’d made.

Summer included a lot of solo walking (mostly in natural areas very close to home) and a lot of walking with Jackie (in a wide range of environments, including natural areas somewhat further afield).

One major piece of our walking was our big trip to Utah, where we got in plenty of hikes in Bryce Canyon, Zion Canyon, and Arches. (See image at top.) The length of any particular hike was nothing to write home about (although we did write home a bit), but the ruggedness—and especially the steepness—made the hikes very different from anything we manage at home.

Basically, summer was great—lots of time spent in the sun, lots of walking, lots of time spent with my sweetie, lots of time spent alone.

As summer transitioned to fall, I had the same problems I usually do, perhaps slightly worse this year than average because the transition seemed more abrupt, with early fall being unusually cold. Happily, late fall was no worse than early fall, and what was unusually cold for early fall is actually rather mild for early winter.

One thing I have done this fall is get back to running. In the past I’ve always meant to establish a running habit that I can carry forward into the cold months, and I have nearly always failed. This year, so far, I’m doing okay, getting in a couple of runs a week, with long runs of 5 miles or more. With just a little luck (not too icy, not too much bitter cold) I’ll be able to carry a lot more aerobic fitness into the spring than I usually manage. That would make it possible to do a spring running event, if I want.

I’ve had very good luck this year on the injury front, managing to stay healthy though the whole year.

I still teach taiji, both the beginners class and a class for continuing students, and it remains rewarding it all the ways it has been—physically (I get my own taiji in), mentally/emotionally (I get my meditation in), socially (I gather with a group of friends several times a week), and financially (admittedly in a small way).

Looking ahead, I’m rather inclined to stick with a movement focus, spending more time doing stuff (moving) and less time preparing to do stuff (exercising).


Weird (horrifying) study of human movement

A couple of weeks ago the New York Times linked to a new study on age-related declines in human movement. It’s an odd study, but not because of the result (which shows that children start moving less at age 6), because that seems entirely predictable to me, despite the general understanding previously having been that the decline started in adolescence.

Rather, what makes the study seem odd to me is the weird blind spot the researchers seem to have about when and how organisms (including humans) choose to move.

In the study itself the researchers make clear that they had considered the obvious presumption—that kids start moving less when they start going to school: “The overt explanation for this earlier decline could be the increased sitting times due to school.”

The  blind spot I’m talking about is presented in the next sentence, where they immediately qualified that:

However, time-specific analysis of [physical activity] has revealed that in addition to the increased [sedentary behavior] during school hours, there was also a distinct decline on weekends, out-of-school days, and during lunchtime.

Schwarzfischer P, Gruszfeld D, Stolarczyk A, et al. Physical Activity and Sedentary Behavior From 6 to 11 Years.Pediatrics. 2019;143(1):e20180994

What’s weird and horrifying is that they make that statement seemingly without it occurring to them that forcing children to sit still for hours on 5/7ths of the days of the week might affect their behavior on the other 2/7ths of the days.

Right off the top of my head I can think of four obvious reasons that would be true:

  1. The required behavior in school normalizes the behavior of extended sitting.
  2. Even a few weeks of enforced extended sitting will result in the kids becoming deconditioned aerobically, making physical activity more difficult and less appealing.
  3. Extended periods spent in any static posture—especially the static posture of sitting—will begin the process of reducing their range of motion (they’ll pretty quickly lose the ability to squat, for example), again making physical activity more difficult and less appealing.
  4. The addition of “physical education” to the kids’ daily schedule sets the pattern of replacing movement with exercise—a time-bound, regimented activity which attempts to pack the health benefits of a week’s worth of movement into just a few hours. (I’ve written about this before.)

Just one instance of this blind spot is bad enough, but it shows up again in in a key reference. The researchers say that it is accepted that physical activity declines with age: “A natural and biologically determined decline of total [physical activity] throughout the life span seems likely.” They support that assertion with a couple of references, one of which looks specifically at movement in non-human animals.

Unfortunately that study (Ingram, D. K. Age-related decline in physical activity: generalization to nonhumans. Med. Sci. Sports Exerc., Vol. 32, No. 9, pp. 1623-1629, 2000, which is sadly behind a pay-wall.) has exactly the same blind spot: All the animals studied were captive animals. That study looked at how animal movement varies when an animal is moved from its “home cage” to some other cage. I can’t say I’m the least bit surprised the behavior of those captive animals closely resembles the behavior of children moved from home to school and back again.

I would be very interested in studies that included some free-range animals. (Which isn’t something I can do, but which seems at least possible now that accelerometers  are cheap.)

Of course school isn’t the only factor that inhibits children from moving more. The restrictions on self-directed play so well documented by Lenore Skenazy of Let Grow no doubt feed in as well.

So it would be great if there were studies of movement in free-range kids as well.

The final weird and horrifying thing isn’t anything new, but is something I hadn’t really been aware of before: The assumption that an age-related reduction in movement is “natural and biologically determined,” has led directly to public policies that normalize it:

This decline is also represented in recommendations from the World Health Organization (WHO): preschool-aged children should accumulate a minimum of 180 minutes per day of total [physical activity], children and adolescents (4–17 years old) at least 60 minutes per day, and adults only a minimum of 30 minutes per day in moderate-to-vigorous physical activity (MVPA).

To which I say, “Argh!”

I probably wouldn’t be so struck by this if I weren’t already tracking my own movement. (Cheap accelerometers again.)

For some time now I’ve been working to a goal of 105 minutes of movement per day, and over the last few weeks I’ve come pretty close, averaging just over 102 minutes of movement per day, according to Google Fit. (This number, based primarily on steps, somewhat underestimates my movement. In particular it gives me almost no credit for the time I spend teaching taiji, because although there’s plenty of movement, there’s not much stepping.)

The WHO recommendations make me strongly motivated to upgrade my goal for movement to 180 minutes per day.

Why should kids under 6 get all the fun?

(The image at the top is topical only in that it is is a photo from our afternoon walk yesterday.)