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Related Experiment Video

Updated: Mar 6, 2026

Methods for Presenting Real-world Objects Under Controlled Laboratory Conditions
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Asking better questions: How presentation formats influence information search.

Charley M Wu1, Björn Meder1, Flavia Filimon1

  • 1Center for Adaptive Behavior and Cognition, Max Planck Institute for Human Development.

Journal of Experimental Psychology. Learning, Memory, and Cognition
|March 21, 2017
PubMed
Summary

Presentation formats significantly impact information search decisions in probabilistic environments. Visualizing natural frequencies and using posterior probabilities, like in icon arrays, improved accuracy, suggesting heuristic-based decision-making.

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Area of Science:

  • Cognitive Psychology
  • Decision Science
  • Human-Computer Interaction

Background:

  • Presentation formats are well-studied in Bayesian reasoning.
  • Their influence on information search decisions remains under-explored.
  • Understanding optimal formats is crucial for decision support systems.

Purpose of the Study:

  • To systematically investigate how various presentation formats influence information search decisions.
  • To identify specific format features that enhance decision accuracy in probabilistic environments.
  • To explore the relationship between probability judgment accuracy and search task performance.

Main Methods:

  • Conducted four experiments with 2,858 participants across diverse probabilistic environments.
  • Evaluated 14 numerical and visual formats based on 6 key design features (e.g., natural frequencies, spatial extent).
  • Participants chose between two search queries to maximize classification accuracy.

Main Results:

  • Posterior variants of icon array and bar graph formats yielded the highest accuracy, outperforming standard probability formats.
  • Presenting information via posterior probabilities and visualizing natural frequencies using spatial extent were particularly effective.
  • Environments with mixed probabilistic and certain outcomes posed challenges across all formats.

Conclusions:

  • Specific presentation formats, particularly visual ones emphasizing posterior probabilities and natural frequencies, significantly improve information search accuracy.
  • Decision heuristics, such as the proposed take-the-difference (TTD) heuristic, may guide search decisions without explicit Bayesian computation.
  • Further research into heuristic-based decision-making and format optimization is warranted for complex environments.