Cognitive Scaffold

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MENTAL MODEL · M7857

Analytic Induction

Analytic Induction
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Updated 2026-08-10

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INTRODUCTION

English translation pending.

CORE DEFINITION

Analytic induction, introduced by Znaniecki and developed in Chicago School sociology, is a procedure for building explanations from individual cases. You propose a preliminary hypothesis from a case, test it against new cases, and whenever a negative case appears you either revise the hypothesis or redefine the phenomenon, cycling until no counterexample remains or the boundary conditions are explicit.

SCAFFOLDING EFFECT

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- Propose: form an initial explanatory hypothesis from the first case you study. - Test: run that hypothesis against new cases one at a time. - Revise: change the hypothesis or redefine the phenomenon whenever a negative case appears.

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A hypothesis drawn from one case is overfitted to that case. Each new case is a test, and a negative case carries more information than a confirming one because it shows exactly where the explanation breaks, so the loop of testing and revising drives the hypothesis toward genuine generality.

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