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Behavioural and Neural Reliability of a Pavlovian-to-Instrumental Transfer Task
Matthew J Belanger1,2, Hao Chen1, Juliane H Fröhner1
1Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany.
Addiction Biology
|December 18, 2025
Summary
Pavlovian-to-instrumental transfer (PIT) tasks show good behavioral reliability, especially with split-half assessments. However, test-retest reliability decreases over time, indicating potential state-dependent neural effects in addiction research.
Area of Science:
- Neuroscience
- Behavioral Science
- Addiction Research
Background:
- Pavlovian-to-instrumental transfer (PIT) is increasingly used in addiction research to assess susceptibility to environmental cue interference.
- Reliability of PIT tasks, crucial for clinical application, has been under-assessed.
- Understanding PIT reliability is vital for interpreting individual differences in addiction vulnerability.
Purpose of the Study:
- To investigate the behavioral and neural reliability of PIT tasks.
- To assess split-half and test-retest reliability of PIT across different time intervals.
- To examine reliability in both clinical (alcohol-dependent) and developmental samples.
Main Methods:
- Assessed behavioral interference and motivational PIT effects in two samples (N=119/69 and N=117/91) across 3-4 weeks and 3 years.
- Utilized functional magnetic resonance imaging (fMRI) to assess neural reliability of four PIT contrasts.
- Calculated split-half and test-retest reliability using correlation coefficients and intraclass correlation coefficients (ICCs).
Main Results:
- Excellent split-half behavioral reliability (r=0.92-0.98) for both interference and motivational PIT effects.
- Lower test-retest reliability after 3 weeks (ICC=0.53) and 3 years (ICC=0.26-0.29) in behavioral measures.
- Acceptable split-half fMRI reliability for incongruent/congruent contrasts (ICC=0.59-0.80), but lower test-retest reliability (ICC=0.13-0.51) with significant individual variability.
- Neural motivational PIT effect showed very low reliability (ICC<0.17).
Conclusions:
- Behavioral PIT reliability is generally good, particularly for split-half measures.
- Test-retest reliability of PIT decreases over time, suggesting state-dependent neural processes.
- The incongruent fMRI contrast shows potential for predicting outcomes, while neural motivational PIT effects may reflect transient states.

