Evidence map›Paper›PMID 40861521›Full record

ArticleOpen mind : discoveries in cognitive science2025

Accurate Predictions Facilitate Robust Memory Encoding Independently From Stimulus Probability.

Jiawen Huang, Eleanor Furness, Yifang Liu, Morell-Jovan Kenmoe, Ronak Elias, Hannah Tongxin Zeng, Christopher Baldassano

Abstract read
In one paragraph

Article in Open mind : discoveries in cognitive science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Successful Prediction Is Associated With Enhanced Encoding.Open mind : discoveries in cognitive science · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jiawen HuangDepartment of Psychology, Columbia University, New York, NY, USA.
Eleanor FurnessDepartment of Psychology, Columbia University, New York, NY, USA.
Yifang LiuDepartment of Psychology, Columbia University, New York, NY, USA.
Morell-Jovan KenmoeDepartment of Psychology, Columbia University, New York, NY, USA.
Ronak EliasDepartment of Psychology, Columbia University, New York, NY, USA.
Hannah Tongxin ZengDepartment of Psychology, Columbia University, New York, NY, USA.
Christopher BaldassanoDepartment of Psychology, Columbia University, New York, NY, USA.

Funding

Hierarchies of spatiotemporal anticipation in the human brainR01EY034436 · NEI · UNIVERSITY OF CALIFORNIA BERKELEY · PI Mariam Aly, Christopher Baldassano · 2023 to 2026
$1.5M
NEI NIH HHS R01 EY034436
6 · The paper itself

Abstract

We can use prior knowledge of temporal structure to make predictions about how an event will unfold, and this schematic knowledge has been shown to impact the way that event memories are encoded and later reconstructed. Existing paradigms for studying prediction, however, are largely unable to separate effects of prediction accuracy from effects of stimulus probability: likely outcomes are assumed to be predicted, while unlikely outcomes are assumed to cause prediction errors. Here we use a novel approach in which we can independently manipulate prediction success and stimulus probability, by using real-time eye-tracking when viewing moves in a board game. The moves can be consistent or inconsistent with a participant's predictions (assessed via fixation patterns) and can be also be likely or unlikely to be played by a strategic player. By decorrelating these two measures, we found that both probability and prediction accuracy boost memory through two separate mechanisms, leading to different eye-movement strategies at retrieval. Accurate prediction improved encoding precision, allowing participants to directly retrieve these moves without the use of schematic knowledge. Probable moves, on the other hand, led to improved memory through a retrieval-time strategy in which schematic knowledge was used to generate candidate moves for recognition. These results shed new light on the specific role of predictions in enhancing event memories, and provide a more realistic paradigm for studying schemas, learning, and decision making.

Indexed as

computational modelingeye trackinghuman memorypredictionschema

Identifiers

PMID40861521
PMCPMC12373454

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.