Different learning mechanisms are applied to negative versus positive feedback.

the verdict

SUPPORTED

the evidence backs this

Recorded sources

3 sources for · 0 against

Counts group repeated records of the same source within each side. They do not measure evidence strength or source independence.

Is it true that different learning mechanisms are applied to negative versus positive feedback?

Yes. Multiple neuroimaging and computational reinforcement learning studies demonstrate that different neural mechanisms and asymmetric learning rates are engaged for positive versus negative feedback.

Verdict: SUPPORTED · 3 sources for, 0 against · Last checked 4 Aug 2026

The analysis

The claim is specific, empirical, and testable within cognitive neuroscience and reinforcement learning. Multiple provided papers (e.g., [0], [2], [4]) explicitly examine and confirm differences in how brains and computational models process positive versus negative feedback (asymmetric learning rates, distinct neural pathways for rewards vs. punishments/errors). Therefore, the evidence clearly supports the claim.

Evidence for · 3

Evaluating the Negative or Valuing the Positive? Neural Mechanisms Supporting Feedback-Based Learning across Development

2008

The study demonstrates that distinct neural circuits and developmental trajectories are engaged when processing positive versus negative feedback.

Get citation

Duijvenvoorde, A. C. K. v., Zanolie, K., Rombouts, S. A. R. B., Raijmakers, M. E. J., & Crone, E. A. (2008). Evaluating the Negative or Valuing the Positive? Neural Mechanisms Supporting Feedback-Based Learning across Development. doi.org. https://doi.org/10.1523/jneurosci.1485-08.2008

See more details

More for · 2

The statistical structures of reinforcement learning with asymmetric value updates

2018

Research shows that reinforcement learning models frequently employ asymmetric value updates, indicating different learning rates for positive versus negative prediction errors.

Get citation

Katahira, K. (2018). The statistical structures of reinforcement learning with asymmetric value updates. doi.org. https://doi.org/10.1016/J.JMP.2018.09.002

Serotonin modulates asymmetric learning from reward and punishment in healthy human volunteers

2022

Pharmacological manipulation of serotonin demonstrates a valence-dependent learning asymmetry, differentially modulating learning from reward versus punishment.

Get citation

Michely, J., Eldar, E., Erdman, A., Martin, I. M., & Dolan, R. (2022). Serotonin modulates asymmetric learning from reward and punishment in healthy human volunteers. doi.org. https://doi.org/10.1038/s42003-022-03690-5

Related receipts

Is it true that positive feedback increases intrinsic motivation? PARTIAL LEAN related question, same topic
Is it true that the product of two negative numbers is a positive number? SUPPORTED related question, same topic

What does the evidence say?

Receipt History

first checked04 Aug 2026

judged → SUPPORTED · 8904 Aug 2026

Anyone with this link can read the claim and its public receipt, including any personal information in that text. Open permanent receipt.

Check your own claim

Challenge the receipt

I have a source that contradicts this verdict I have a source that supports it No source: request a receipt review Requests are recorded for review. This does not start an automatic check or guarantee a response time.

See the evidence timeline

Citation formatting by citeproc-js (Frank Bennett) and the Citation Style Language project. Source and licenses.

This receipt is an automated verdict against our published method · not an opinion about any author or publication.
Terms · Privacy · How verdicts work