Arbeitspapier

Speed, quality, and the optimal timing of complex decisions: Field evidence

This paper presents an empirical investigation of the relation between decision speed and decision quality for a real-world setting of cognitively-demanding decisions in which the timing of decisions is endogenous: professional chess. Move-by-move data provide exceptionally detailed and precise information about decision times and decision quality, based on a comparison of actual decisions to a computational benchmark of best moves constructed using the artificial intelligence of a chess engine. The results reveal that faster decisions are associated with better performance. The findings are consistent with the predictions of procedural decision models like drift-diffusion-models in which decision makers sequentially acquire information about decision alternatives with uncertain valuations.

Language
Englisch

Bibliographic citation
Series: Discussion Paper ; No. 317

Classification
Wirtschaft
Microeconomic Behavior: Underlying Principles
Subject
Response Times
Speed-Performance Profile
Drift-Diffusion Model
Uncertain Evaluations

Event
Geistige Schöpfung
(who)
Strittmatter, Anthony
Sunde, Uwe
Zegners, Dainis
Event
Veröffentlichung
(who)
Ludwig-Maximilians-Universität München und Humboldt-Universität zu Berlin, Collaborative Research Center Transregio 190 - Rationality and Competition
(where)
München und Berlin
(when)
2022

Handle
Last update
10.03.2025, 11:43 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Strittmatter, Anthony
  • Sunde, Uwe
  • Zegners, Dainis
  • Ludwig-Maximilians-Universität München und Humboldt-Universität zu Berlin, Collaborative Research Center Transregio 190 - Rationality and Competition

Time of origin

  • 2022

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