Cognitive Benefits of Exercise

post by Adam Scholl (adam_scholl) · 2019-08-14T21:40:35.145Z · LW · GW · 3 comments

Tl;dr: roughly speaking, ~2 hours/week of mixed cardio and strength training may in effect raise your IQ by ~2.7 points.

I spent a few hours trying to roughly estimate the cognitive benefits of aerobic exercise. The best literature review I could find about the type/magnitude of the benefits reports the following effects:

Working memory and attention/processing speed, but not executive function or non-working memory, appeared to benefit more from a combination of aerobic exercise and strength training than aerobic exercise alone (g = .288 versus g = -0.042, and g = .250 versus g = .098, respectively).

These are pretty substantial benefits—how much do they cost to acquire? In my favorite world, I would have found a graph depicting cognitive benefit as a function of hours of exercise per month, to get a sense of diminishing returns. In the actual world, the best I could find was this lit review of studies involving 11k old people, which reports a finding that vaguely hints at what that graph might look like: all studies which reported no cognitive benefits from exercise involved less than 52 hours of exercise over six months, while studies which did show cognitive benefit involved a median of 52 hours.

Normally I would have been skeptical these results would generalize to young people, but the first (Smith et al.) review studies relative gains in improvement between young and old populations, and finds no difference (except for working memory, where older people benefit more). So my guess is that the results of Osman et al. are at least mostly applicable across age groups.

Both studies report that neither intensity of exercise nor study length (which ranged from weeks to 1.5 years) correlated with improved cognition; Osman et al. reports that the only thing which did correlate was number of hours exercised over six months. In other words, from what I understand, you don’t have to exercise very hard to get the benefits, you just have to log a certain number of hours—maybe 52 over six months, or ~8.5/month. And while continuing to exercise after that presumably ensures these benefits continue, they probably won’t increase further.

So, to make a very crude estimate: If we assume the average of the effect sizes listed above (.18) is about the size of the effect on intelligence in general, then doing 8.5 hours/month of mixed cardio and strength training should in effect increase your intelligence by about .18 σ, or ~2.7 IQ points.

If anyone has a better estimate, I’d love to see it!

Thanks to Connor Flexman for helping me interpret frequentist arcana.


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comment by jp · 2019-08-14T22:17:23.333Z · LW(p) · GW(p)

See some related work here: [LW · GW]

I wonder if hereisonehand [LW · GW] would be interested in a repeat performance.

Replies from: adam_scholl
comment by Adam Scholl (adam_scholl) · 2019-08-15T19:58:25.366Z · LW(p) · GW(p)

Interesting that the Landrigan et al. review hereisonehand [LW · GW] cited showed no effect of strength training on working memory; the review here reported no effect of aerobic exercise on working memory, but did report benefit from combined strength training and aerobic. Feels a bit fishy that each would have no effect individually, yet have an effect when combined.

Replies from: jp
comment by jp · 2019-08-16T00:42:58.434Z · LW(p) · GW(p)

My model is something like: "these effects dance around the edge of significance and have a bunch of uncontrolled variables that differ between studies, so it shouldn't be surprising that the results aren't consistent." Now, that might cause you lower your credence in the whole endeavor, which in fact I do.