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MENTAL MODEL · M4931

Technological Unemployment

Technological Unemployment
BusinessHigh supportLabor Economics
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Updated 2026-08-02

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INTRODUCTION

English translation pending.

CORE DEFINITION

Technological unemployment is job loss resulting from automation and new technology displacing labor. John Maynard Keynes used the term while predicting widespread leisure, and the concept has returned with each wave of automation. In the short run, displaced workers may lack the skills required by newly created roles, so the transition produces real hardship even if total employment recovers later. Key qualification: the long-run effect on aggregate employment is disputed, but the adjustment period can last years.

SCAFFOLDING EFFECT

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Reduce cognitive load

- Map the tasks: identify which parts of a job are routine and therefore automatable. - Plan the transition: estimate how long retraining would take for the affected workers. - Design the buffer: put retraining or income support in place before displacement occurs.

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Anchor fast decisions

Automation substitutes capital for specific tasks, so demand shifts away from the workers who performed them. New roles do emerge, but they typically require different skills and appear in different places, so matching displaced workers to them takes time. The result is structural unemployment during the adjustment period even when total employment later recovers.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Technological_unemploymentZH · Explicit
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