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Updated: Feb 8, 2026

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Reinforcement uncertainty enhances preference for choice in humans
1Troy University.
Journal of the Experimental Analysis of Behavior
|July 3, 2018
Summary
Participants prefer free choice when outcomes are uncertain but not when reinforcement is certain. Reinforcement probability significantly influences the value of choice in concurrent-chains schedules.
Area of Science:
- Behavioral psychology
- Decision-making research
Background:
- Concurrent-chains schedules of reinforcement often show a preference for free choice over forced choice.
- The influence of reinforcement probability on this preference is not fully understood.
Purpose of the Study:
- To investigate how reinforcement probability affects preferences for free versus forced choice.
- To determine if the value of choice is contingent on outcome uncertainty.
Main Methods:
- Utilized a concurrent-chains schedule of reinforcement with 44 college students.
- Assessed choice preferences under two conditions: certain reinforcement (probability 1.0) and uncertain reinforcement (probability 0.5).
Main Results:
- Participants showed a preference for free choice when reinforcement was uncertain (probability 0.5).
- A bias toward free choice was not observed when reinforcement was certain (probability 1.0).
Conclusions:
- Preference for free choice is dependent on the probabilistic reinforcement contingencies.
- Reinforcement probability is a critical factor in understanding the value of choice in behavioral studies.
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