MegaMaester

Scientific Thinking · Lesson 4

Peer Review and Replication

beginner17 min · 7 cards
The big idea
🧾

Publication is a filter. Replication is the test.

"Peer-reviewed" settles less than it is used to settle in argument.

Compare

What each does

Peer review

Catches weak method

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Replication

Tests the finding

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Reviewers rarely see raw data and cannot detect competent fabrication.

Try it

Weight the Evidence

A meta-analysis pooling twenty independent randomized trials.

How much weight does each source carry?

Rank sources by how much they should move you.
Key term

The file drawer

Why does the literature overstate effects?
tap to reveal ↻
Publication bias
Positive novel results get submitted and accepted; null results sit unpublished. Twenty groups test a useless treatment, one gets a fluke, and that is the paper you read.
Nuance

2015

Think like a Maester

When psychology repeated 100 studies, roughly a third to a half replicated. The field responded with pre-registration and data sharing — self-correction running in public.

Quick check

When is a truncated y-axis legitimate?