23. April 2026

Psychophysiological Outcome Responses in Human Pavlovian Fear Conditioning Publication Alert: New Paper on Prediction Errors in Human Pavlovian Fear Conditioning

A Prediction Error Analysis

It has been speculated that psychophysiological responses to an outcome during learning could express prediction errors. In our latest paper, we address this question in a large sample and in four data modalities. We find responses to outcome omission in all data modalities, but also clear and significant evidence against an expression of prediction errors.

A diagram of necessary and sufficient conditions for signed prediction errors (PE)
A diagram of necessary and sufficient conditions for signed prediction errors (PE) - Fig. 1 of the article "Psychophysiological Outcome Responses in Human Pavlovian Fear Conditioning: A Prediction Error Analysis" Lines depict the tested contrasts, which were tested either all in the direction of the arrows, or all into the opposite direction (adjusted from Ojala et al. 2022). © Liu et al. 2026
Download all images in original size The impression in connection with the service is free, while the image specified author is mentioned.
Please fill out this field using the example format provided in the placeholder.
The phone number will be handled in accordance with GDPR.

Prediction errors (PE) are thought to drive associative learning. While neural signals consistent with PE encoding have been identified, the expression of PE in psychophysiological indices remains debated. Here, we sought to fill this gap by investigating responses to unconditioned stimulus (US) occurrence and probability in skin conductance responses (SCR), pupil size responses (PSR), heart period responses (HPR), and respiration amplitude responses (RAR). Data set 1 consisted of eight published studies (N1 = 264) using differential fear conditioning with partial reinforcement (50%), and novel data set 2 (N2 = 29) parametrically varied US probability (20%/50%/80%). Across both data sets, all modalities showed differential responses to the US compared to US omission. In data set 1, there was evidence for responses to unexpected as compared to expected US omission in all modalities, but no responses were consistent with signed or unsigned PE encoding. Similarly, data set 2 provided no evidence that US or US omission responses monotonically related to outcome probability, which is incompatible with both signed and unsigned PE encoding. In conclusion, all recorded psychophysiological signals responded strongly to US and less strongly to unexpected US omission, with no evidence of either signed or unsigned PE encoding.

Read the full open access article in Psychophysiology here: https://doi.org/10.1111/psyp.70300

Wird geladen