Replicating the unconscious working memory effect: a multisite Registered Report.
Alicia Franco-Martínez, Ricardo Rey-Sáez, Jesús Adrián-ventura, Pietro Amerio, Ana Baciero, Amine Bennis, Fredrik Bergström, Axel Cleeremans, Laura Contu, Roberto Dell'Acqua, Xinping Deng, Fatma Nur Dolu, Filippo Gambarota, Yi Gao, Francisco Garre-Frutos, Anna Grubert, Ana Hernando, José A Hinojosa, Asaf Hoory, Zhikun Hou, Shao-Min Hung, Aine Ito, Mikel Jimenez, Alexandra I Kosachenko, Merve Kulaksız, Daryl Y H Lee, Elmas Merve Malas, Simone Malejka, Pedro R Montoro, Liad Mudrik, Yuri G Pavlov, Gabriele Pesimena, Antonio Prieto, Dobromir Rahnev, Lais Ringenberg, Alejandro Sandoval-Lentisco, Akira Sarodo, Maor Schreiber, Paola Sessa, Pablo Solana, Dmitrii A Tarasov, Miriam Tortajada, Kai Xue, Ziqian Xue, Yunxuan Zheng, Merve Çinici, David R Shanks, David Soto, Miguel A Vadillo
Neuroscience of Consciousness 2026 DOI: 10.1093/nc/niaf046 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Registered report, replication, multisite experimental study Peer reviewed |
|---|---|
| Sample size | 531 |
| Population | Participants from 19 laboratories |
| Duration | Two sessions |
| Keywords | Registered report Multisite Perceptual awareness Replication Unconscious Working memory |
| Citations | 1 |
| Key findings | Working memory can operate on unconscious representations, as shown by above-chance accuracy on unseen cue trials, though performance remains positively associated with perceptual sensitivity. |
Abstract
Although in recent years some studies have found evidence suggesting that working memory (WM) may operate on unconscious perceptual contents, decisive demonstrations of the existence of unconscious WM are lacking. In the present Registered Report, we replicate the first study on this topic by Soto et al. (Working memory without consciousness. Curr Biol 2011;21:R912-3.): a visual discrimination task asking participants to report the direction in which a subliminal Gabor grating was rotated after a 2-s delay. We acquired a multisite sample from 19 laboratories, with a larger number of participants (N = 531) and trials (720 in two sessions) than those typically used in previous studies. As a result, a large-sample, international, and open-access dataset is now available for researchers and future analyses. Furthermore, some minimal baseline requirements were guaranteed for the experimental task (i.e. number of valid trials, motivation, and consistent labels for the Perceptual Awareness Scale). The results showed (1) above-chance WM performance in cue-present trials reported as unseen (.55 accuracy), (2) a significant positive correlation between WM performance and cue detection sensitivity (r = .228), and (3) a significant above-chance intercept in the regression of performance on sensitivity (β 0 = .521). These findings suggest that WM can operate on unconscious representations, although it remains positively associated with perceptual sensitivity. Crucially, because measurement error could compromise the interpretation of these three results, we provide evidence for our measures' excellent reliability and, more fundamentally, for their validity.
Citations in the library
Cites 8
- An academic survey on theoretical foundations, common assumptions and the current state of consciousness science Neuroscience of Consciousness 2022
- Working Memory and Consciousness: The Current State of Play Frontiers in Human Neuroscience March 2, 2018
- Neural electrophysiological correlates of detection and identification awareness Cognitive, Affective, & Behavioral Neuroscience September 1, 2023
- Progressing, not regressing: A possible solution to the problem of regression to the mean in unconscious processing studies. Psychonomic Bulletin & Review February 2024
- Detecting (Un)seen Change: The Neural Underpinnings of (Un)conscious Prediction Errors. Frontiers in Systems Neuroscience 2020
and 3 more in the library