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Assessing the validity evidence for habit measures based on time pressure.
Pablo Martínez-López1,2, Antonio Vázquez-Millán3,4, Francisco Garre-Frutos5,6
1Department of Basic Psychology, Faculty of Psychology and Speech Therapy, University of Málaga, Málaga, Spain. pablomartinezlopez@uma.es.
Behavior Research Methods
|November 25, 2025
Summary
Human studies on habit formation show mixed results. While two tasks reliably measure habitual control, they assess distinct aspects and do not correlate, indicating a need for further validation of habit measures.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Behavioral Science
Background:
- Repeatedly rewarded actions can become habits in animals, but human habit formation is less understood.
- Existing human research on habit formation has yielded inconsistent results.
- Two key paradigms, the forced-response task and the outcome-devaluation task, are used to study habit formation in humans.
Purpose of the Study:
- To replicate and examine the reliability and convergent validity of two distinct measures of habitual control in humans.
- To investigate whether the forced-response task and outcome-devaluation task capture similar or distinct aspects of habit formation.
- To assess the stability of individual differences in habitual control.
Main Methods:
- Participants underwent four days of training in both the forced-response task and the outcome-devaluation task.
- Habitualization was assessed by measuring response persistence in the forced-response task and reaction time switch costs in the outcome-devaluation task.
- Reliability and convergent validity of the two measures were statistically evaluated.
Main Results:
- Previous findings were replicated in the forced-response task, showing persistent trained responses.
- In the outcome-devaluation task, a loss of response speed advantage was observed, consistent with habit formation.
- Both measures demonstrated good reliability, but showed no association, failing to provide evidence of convergent validity.
Conclusions:
- The forced-response task and outcome-devaluation task are reliable measures of habitual control but capture distinct constructs.
- Current measures may assess different facets of the habitual versus goal-directed control balance.
- Further research is needed to establish the construct validity and reliability of human habit measures.

