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Nootropics Survey 2020 Results

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Manage episode 291086343 series 1755998
Content provided by Jeremiah Prophet. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jeremiah Prophet or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

https://astralcodexten.substack.com/p/nootropics-survey-2020-results

Thanks to the 852 of you who took the 2020 SSC nootropics survey.

I asked people to rate various nootropics on whether they “worked” or not, deliberately leaving the question kind of vague. This is using a broad definition of “nootropics” - any supplement or taken-outside-the-usual-medical-system drug that’s purported to have mental health effects. Most of the chemicals I asked about were supposed stimulants, anxiolytics, or antidepressants.

I'll start with the headline results, then go into details:

Nootropic (sample size in parentheses), adjusted mean rating 1-10 (note truncated axis!), and 95% confidence interval. Click to expand.

I tried to include a mix of common and well-studied nootropics as a baseline, plus some newer rarer substances nobody had looked into before. Predictably, the common substances got large sample sizes, and the rare substances got small ones. I excluded etifoxene, RGPU-95, and white jelly mushrooms from the graph because the sample was so small that the confidence interval would have covered the entire displayed range. A few substances on there are based off only 5 - 10 data points. I did a sort of ad hoc Bayesian adjustment where I assumed a prior of "average" for every substance and let the data try to push it away from that, which helped the numbers swing around a little less wildly.

  continue reading

974 episodes

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Nootropics Survey 2020 Results

Astral Codex Ten Podcast

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Manage episode 291086343 series 1755998
Content provided by Jeremiah Prophet. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jeremiah Prophet or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

https://astralcodexten.substack.com/p/nootropics-survey-2020-results

Thanks to the 852 of you who took the 2020 SSC nootropics survey.

I asked people to rate various nootropics on whether they “worked” or not, deliberately leaving the question kind of vague. This is using a broad definition of “nootropics” - any supplement or taken-outside-the-usual-medical-system drug that’s purported to have mental health effects. Most of the chemicals I asked about were supposed stimulants, anxiolytics, or antidepressants.

I'll start with the headline results, then go into details:

Nootropic (sample size in parentheses), adjusted mean rating 1-10 (note truncated axis!), and 95% confidence interval. Click to expand.

I tried to include a mix of common and well-studied nootropics as a baseline, plus some newer rarer substances nobody had looked into before. Predictably, the common substances got large sample sizes, and the rare substances got small ones. I excluded etifoxene, RGPU-95, and white jelly mushrooms from the graph because the sample was so small that the confidence interval would have covered the entire displayed range. A few substances on there are based off only 5 - 10 data points. I did a sort of ad hoc Bayesian adjustment where I assumed a prior of "average" for every substance and let the data try to push it away from that, which helped the numbers swing around a little less wildly.

  continue reading

974 episodes

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