scientific-critical-thinking

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SKILL.md

Scientific Critical Thinking: Evaluating Evidence and Claims

Overview

Scientific critical thinking is the disciplined application of logical and methodological standards to evaluate whether a study's design, analysis, and interpretation support its conclusions. It is the skill that separates a researcher who synthesizes evidence from one who accumulates it. This guide covers the hierarchy of evidence, the mechanics of common biases, effect size interpretation, the p-value controversy, GRADE evidence grading, and common logical fallacies in the interpretation of scientific literature.

Key Concepts

1. Study Design Hierarchy

Study designs vary in their ability to support causal inference. The hierarchy below applies to questions about the effect of an intervention or exposure on an outcome:

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scientific-critical-thinking — jaechang-hits/sciagent-skills