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David Epstein

๐Ÿ‘ค Speaker
3505 total appearances

Appearances Over Time

Podcast Appearances

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Yeah, I'm glad you asked me about this because I don't think many people are going to ask me about this part of the book because it's a little complicated.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

But as you said, it was all these major, whether it was drugs, supplements, before 2000, most of the results were positive that were funded in these studies.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

And then starting in 2000, they're almost all negative.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Supplements aren't working.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

They're not outperforming placebo anyway.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Drugs aren't working.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

And so it looked like all of a sudden medicine stopped working in the year 2000, like millennium bug.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

what really happened was that researchers started facing more constraints in their work.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

So they were forced to do what's called pre-registration starting in 2000 for these big supplement and drug studies.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Pre-registration means you have to say what you're actually testing.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

What do you think this drug or supplement is going to do?

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

How are you going to measure that?

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

How are you going to analyze the data?

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

And that's counterintuitively, that's what caused positive effects to stop

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

popping up because what had been happening was researchers would make a hypothesis.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

They'd guess how some drug or supplement was going to improve health.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

They would analyze the data and they would see their prediction was not right, but they had all this data.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

So then they would start looking through the data for some other correlation.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Thinking, well, okay, maybe it didn't drop blood pressure, but maybe it improves cholesterol.

Two Percent with Michael Easter
Why More Freedom Is Making You Miserable | David Epstein on Constraints

Oh, what do you know?