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Fuzzy-Trace Theory and False Memory
Abstract
A key problem confronting theories of false memory is that false-memory phenomena are so diverse: Some are characteristic of controlled laboratory tasks, others of everyday life; some occur for traumatic events with legal consequences, others for innocuous events; some are characteristic of one developmental level, others of another developmental level. Fuzzy-trace theory explains false memories via a small set of principles that implement a single representational distinction. Those principles generate new predictions, some of which are counterintuitive.
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“Together, these failure modes weaken the boundary between what should be generalized, what should remain task-specific, and what should be preserved as raw episodic evidence (Sun et al., 2023; Bartlett, 1932; Brainerd and Reyna, 2002).”
From Useful Memories Become Faulty When Continuously Updated by LLMs (2026) · cites this paper as Brainerd and Reyna, 2002
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Research works printed but not linked: 15
- 10.1037/0012-1649.32.3.467 · DOI
- 10.1111/j.1467-9280.1995.tb00526.x · DOI
- Brainerd C.J., Reyna V.F., Forrest T.J. (in press). Are young children susceptible to the false-memory illusion? Child Development.
- 10.1037/0278-7393.27.2.307 · DOI
- 10.1016/0010-0285(72)90003-5 · DOI · Paper page
- 10.1037/0033-2909.113.3.403 · DOI
- 10.1037/0033-2909.114.1.3 · DOI · Paper page
- 10.1006/jmla.1996.0015 · DOI
- 10.1016/1041-6080(95)90031-4 · DOI
- 10.1037/0012-1649.30.2.178 · DOI
- 10.1207/s15327868ms1004_5 · DOI
- 10.1016/S1041-6080(97)90002-9 · DOI
- 10.3758/BF03196177 · DOI
- 10.1006/jmla.2001.2811 · DOI
- 10.1080/741944069 · DOI
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Items 301–400 of 526
Assessing activation of true and false memory traces: A study using the DRM Paradigm
Sergi, I., Senese, V. P., Pisani, M., & Nigro, G. (2014) · doi:10.5334/pb.ak · Cited by 7
“The second major framework used to account for false memory in the DRM paradigm is the Fuzzy Trace Theory (FTT; Brainerd & Reyna, 2002, 2004).”
BackgroundMethodThe role of phantom recollection in false recall
Marche, T., & Brainerd, C. J. (2012) · Memory & Cognition · doi:10.3758/s13421-012-0195-3 · Cited by 7
“count of semantic false recognition (Brainerd et al., 2001; Reyna, 1998; Reyna & Brainerd, 1995), when many items that share meaning are studied, like those in the DRM”
BackgroundSelf-citationEvent-related potential correlates of gist and verbatim encoding.
Cheng, S.-K., & Rugg, M. (2010) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2010.04.010 · Cited by 7
“One account of DRM errors argues that the semantic features shared by the related study words are extracted to form a gist representation that contains little or no item-specific information (Brainerd and Reyna, 2002; Reyna and Brainerd, 1995; Schacter et al., 1998).”
BackgroundInfluentialA learning and memory account of impression formation and updating
Amodio, D. M. (2025) · Nature Reviews Psychology · doi:10.1038/s44159-025-00445-x · Cited by 11
“Although episodic memory and gist memory are simultaneously encoded 80 , episodes guide specific judgements (‘we will need 100 chairs’) whereas gist guides more general, flexible judgements (‘we will need more chairs than usual’) 81 .”
Entwistle, M. (2025) · Synthese · doi:10.1007/s11229-024-04869-5 · Cited by 6
Greene, N. R., Guitard, D., Forsberg, A., Cowan, N., & Naveh‐Benjamin, M. (2024) · Memory & Cognition · doi:10.3758/s13421-024-01593-w · Cited by 9
“…like the color of an object or the font in which a word appeared), as specific representations are vulnerable to interference and temporal decay (Brainerd & Reyna, 1990, 2002), eroding rapidly after encoding (Greene & Naveh-Benjamin, 2022a, 2022b; Hardman et al., 2017; Ricker & Hardman, 2017;…”
Seeing Ɔ, remembering C: Illusions in short-term memory
Otten, M., Seth, A. K., & Pinto, Y. (2023) · PLoS ONE · doi:10.1371/journal.pone.0283257 · Cited by 6
“However, FTT predicts that high similarity between a target and its mirrored counterpart should inhibit false memories [48].”
BackgroundThe impact of remembered success experiences on expectancies, values, and perceived costs
Finn, B., Miele, D. B., & Wigfield, A. (2022) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2022.102143 · Cited by 7
Children's gist-based false memory in working memory tasks.
Rousselle, M., Abadie, M., Blaye, A., & Camos, V. (2022) · Developmental Psychology · doi:10.1037/dev0001476 · Cited by 6
“Access to verbatim and gist memories declines over time, but verbatim traces are faster to fade away (Brainerd & Reyna, 2002b) and are also more fragile and sensitive to cognitive load and interferences than gist traces (Abadie & Waroquier, 2020; Abadie et al., 2013; 2017).”
BackgroundMethodSleep influences neural representations of true and false memories: An event-related potential study
Jano, S., Romeo, J., Hendrickx, M. D., Schlesewsky, M., & Chatburn, A. (2021) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2021.107553 · Cited by 9
Imagination Reduces False Memories for Everyday Action Sentences: Evidence From Pragmatic Inferences
Maraver, M. J., Lapa, A., Garcia-Marques, L., Carneiro, P., & Raposo, A. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.668899 · Cited by 6
Maulina, D., Irwanda, D. Y., Sekarmewangi, T. H., Putri, K. M. H., & Otgaar, H. (2021) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2021.04.015 · Cited by 8
The influence of semantic context on false memories
Alakbarova, D., Hicks, J., & Ball, B. H. (2021) · Memory & Cognition · doi:10.3758/s13421-021-01182-1 · Cited by 6
Ayache, J., Abichou, K., Corte, V. L., Piolino, P., & Sperduti, M. (2021) · Psychological Research · doi:10.1007/s00426-021-01504-7 · Cited by 9
“The Fuzzy-Trace Theory (FTT) suggests another explanation (Brainerd & Reyna, 2002).”
Positive and Neutral Updating Reconsolidate Aversive Episodic Memories via Different Routes
Wang, J.-Y., Chen, B., Sha, M., Gu, Y., Wu, H.-T., Forcato, C., & Qin, S. (2021) · bioRxiv · doi:10.1101/2021.01.04.424701 · Cited by 6
“In contrast, the gist and central theme of the episodes are stored in the essence memory system, generating false memory (Brainerd & Reyna, 2002, 2005).”
BackgroundLangeslag, S. J. E., Hopstaken, J., & Strien, J. W. V. (2020) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2020.04.004 · Cited by 6
“Thus, in line with the notions that emotion boosts recollection more than familiarity (Ochsner, 2000) and that false memories can be accompanied by recollection (Brainerd and Reyna, 2002), the positivity for new emotional compared to new neutral stimuli in the time window of the LPC (rather than the N400) suggests tha…”
BackgroundFolville, A., D’Argembeau, A., & Bastin, C. (2020) · Consciousness and Cognition · doi:10.1016/j.concog.2020.102879 · Cited by 5
Perceptual Similarity Can Drive Age-Related Elevation of False Recognition
Boutet, I., Dawod, K., Chiasson, F., Brown, O., & Collin, C. A. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00743 · Cited by 6
“Using this framework, it has been proposed that older adults rely more heavily on gist information when performing mnemonic operations and hence are more likely to make errors for related items because their gist traces’ overlap (Koutstaal and Schacter, 1997; Tun et al., 1998; Brainerd and Reyna, 2002).”
MethodPuddifoot, K. (2018) · Episteme · doi:10.1017/epi.2018.42 · Cited by 10
“It is thought that the gist-representation remains while the verbatim representation fades (Brainerd and Reyna 2002), allowing the rememberer to retain key information even as their grasp of the details fade.”
BackgroundTime-dependent forgetting and retrieval practice effects in detailed visual long-term memory
Mercer, T., & Jones, G. A. (2018) · Quarterly Journal of Experimental Psychology · doi:10.1177/1747021818799697 · Cited by 7
“For example, fuzzy-trace theory states that retrieval of verbatim traces allows vivid remembering, and it anticipates repetition to be beneficial (Brainerd & Reyna, 2002).”
Mood impedes monitoring of emotional false memories: evidence for the associative theories
Zhang, W., Gross, J., & Hayne, H. (2018) · Memory · doi:10.1080/09658211.2018.1498107 · Cited by 6
“On the other hand, the strategy that encourages verbatim retrieval may not necessarily increase true recognition as FTT argues that true memories for studied words are due to both verbatim and gist retrieval (Brainerd & Reyna, 2002).”
BackgroundInducing false memories by manipulating memory self-efficacy
Iacullo, V. M., Marucci, F., & Mazzoni, G. (2016) · Learning and Individual Differences · doi:10.1016/j.lindif.2016.06.016 · Cited by 6
“Also the FTT (Reyna & Brainerd, 1995; Brainerd & Reyna, 2002) assumes the intervention of a monitoring process during the memory task.”
CSI (Crime Scene Induction): Creating False Memories of Committing Crime.
Porter, S. B., & Baker, A. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.08.014 · Cited by 6
“One possible explanation for the induction of false autobiographical memories is derived from an influential theory called fuzzy trace theory (FTT) [8] positing that there are two types of memory processes: verbatim and ‘gist’ memory traces.”
MethodFamiliarity and recall memory for environments: A comparison of children and adults
Bruer, K., & Pozzulo, J. (2014) · doi:10.1016/j.appdev.2014.05.002 · Cited by 6
Rodrigues, E., & de Albuquerque, P. B. (2007) · Psicologia USP · doi:10.1590/s0103-65642007000400008 · Cited by 6
“Refira-se, ainda, que as ilusões de memória também se explicam pelo efeito do intervalo de retenção, uma vez que as memórias literais se vão tornando, com o tempo, mais inacessíveis que as de essência (Brainerd & Reyna, 2002).”
BackgroundThe Psychological Boundaries Delineating Truth and Falsehood
Kunzendorf, R. G., Deignan, M., Galva, M., Latorre, K., & Masotta, E. (2006) · Imagination Cognition and Personality · doi:10.2190/3nx7-c3f1-k7h9-xh51 · Cited by 6
“Johnson’s source-confusion theory of false memory, with Loftus’s constructivist theory of false memory, and with Reyna’s fuzzy-trace theory of false memory [30-35].”
BackgroundReid, J., Guitard, D., & Jamieson, R. K. (2026) · Psychonomic Bulletin & Review · doi:10.3758/s13423-025-02792-5 · Cited by 5
“Fuzzy-trace theory posits that memory of a studied list leaves two kinds of traces in memory: verbatim and gist (Brainerd & Reyna, 2002, 2005; Reyna & Brainerd, 1995).”
West, J. T., Wagner, R. L., Steinkrauss, A. C., & Dennis, N. A. (2024) · Journal of Memory and Language · doi:10.1016/j.jml.2025.104625 · Cited by 7
A little imprecision goes a long way in launching memory development
Sloutsky, V. M., Ralston, R., Turner, B. M., & Ghetti, S. (2024) · Child Development Perspectives · doi:10.1111/cdep.12536 · Cited by 9
The mnemonic effect of central and peripheral misinformation on social media
Bilgin, E., & Wang, Q. (2024) · Memory · doi:10.1080/09658211.2024.2323935 · Cited by 5
How Cognitive Biases Influence Problematic Research Methods Practices
Andrieux, P., Leonard, S. R., Simmering, V. R., Simmering, M. J., & Fuller, C. M. (2024) · The Electronic Journal of Business Research Methods · doi:10.34190/ejbrm.22.1.3212 · Cited by 7
“Gist memory results from the researcher's remembrance of abstract information at the expense of critical details pertaining to some phenomena, and takes the form of episodic interpretation of concepts such as relations or ©The Authors patterns (Brainerd and Reyna, 2002).”
BackgroundComparison of semantic and phonological false memories in short- and long-term tests
Coane, J. H., McBride, D. M., Chang, K., Cam, Y., & Marsh, E. J. (2024) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218241231575 · Cited by 5
Pupil response patterns distinguish true from false memories
Kafkas, A., Brown, T., Olusola, N., & Guo, C. (2023) · Scientific Reports · doi:10.1038/s41598-023-44362-6 · Cited by 6
“Various theoretical models have been proposed to account for false memories in the DRM paradigm, which can be summarised within two broad frameworks, the activation-monitoring framework e.g., 4,32 and the fuzzy-trace theory e.g., 33–35 .”
BackgroundResultClinically studied or clinically proven? Memory for claims in print advertisements
Murphy, D. H., Schwartz, S. T., Alberts, K. O., Siegel, A. L. M., Carone, B. J., Castel, A. D., & Drolet, A. L. (2023) · Applied Cognitive Psychology · doi:10.1002/acp.4106 · Cited by 6
The effect of memory instructions on within- and between-language false memory
Beato, M. S., Albuquerque, P., Cadavid, S., & Suárez, M. (2023) · Applied Psycholinguistics · doi:10.1017/s0142716423000140 · Cited by 5
Context and target recollection for words and pictures in young adults with developmental dyslexia
Obidziński, M., & Nieznański, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.993384 · Cited by 6
When is memory more reliable? Scientific findings, theories, and myths
İkier, S., Dönerkayalı, C., Halıcı, Ö. S., Gülseren, Z. A. K., Göksal, H., & Akbaş, B. (2022) · Applied Neuropsychology Adult · doi:10.1080/23279095.2022.2107928 · Cited by 7
“One of the theories that best overcomes the difficulty of explaining all memory errors with a common theoretical perspective is the fuzzy-trace theory (Brainerd & Reyna, 2002).”
BackgroundResultFalse memories formation is increased in individuals with insomnia
Malloggi, S., Conte, F., Rosa, O. D., Righi, S., Gronchi, G., Ficca, G., & Giganti, F. (2021) · Journal of Sleep Research · doi:10.1111/jsr.13527 · Cited by 5
“…regard, adopting the DRM paradigm, Brainerd et al. (2010) observed that stimuli with negative valence generally increase false memories production but, at the same time, can also suppress true memory recollection, explaining this result in light of the Fuzzy- Trace Theory (Brainerd & Reyna, 2002).”
MethodReward anticipation selectively boosts encoding of gist for visual objects
Swirsky, L. T., Marinacci, R. M., & Spaniol, J. (2020) · Scientific Reports · doi:10.1038/s41598-020-77369-4 · Cited by 9
Selecting amongst multinomial models: An apologia for normalized maximum likelihood
Kellen, D., & Klauer, K. C. (2019) · Journal of Mathematical Psychology · doi:10.31234/osf.io/9v2hd · Cited by 5
Misinformation Effect in Aging: A New Light with Equivalence Testing
Tessoulin, M., Galharret, J., Gilet, A.-L., & Colombel, F. (2019) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbz057 · Cited by 5
Putting false memories into context: the effects of odour contexts on correct and false recall*
Woods, J. A., & Dewhurst, S. (2018) · Memory · doi:10.1080/09658211.2018.1512632 · Cited by 5
“According to FTT (Brainerd & Reyna, 2002), participants encode two traces of study items; verbatim traces that preserve contextual details of individual items and gist traces that represent the overall theme of the list.”
BackgroundIntellectual factors in false memories of patients with schizophrenia.
Zhu, B., Chen, C.-S., Loftus, E., Dong, Q., Lin, C.-D., & Li, J. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.05.007 · Cited by 5
“According to the fuzzy trace theory (Brainerd and Reyna, 2002), low-IQ patients with schizophrenia have both poor verbatim memory (i.”
BackgroundMethodFalse memories in patients suffering from obstructive sleep apnoea syndrome (OSAS)
Sarhane, M., Etcheverry, I., Tiberge, M., & Daurat, A. (2014) · Journal of Cognitive Psychology · doi:10.1080/20445911.2014.937812 · Cited by 5
“Another explanation has been put forward by Brainerd and Reyna within the framework of fuzzy-trace theory (FTT; Brainerd & Reyna, 2002).”
BackgroundCarlin, M., Toglia, M., Belmonte, C., & DiMeglio, C. (2012) · American Journal on Intellectual and Developmental Disabilities · doi:10.1352/1944-7558-117.3.183 · Cited by 5
An event-related potential study of two kinds of source judgment errors.
Cheng, S.-K., & Rugg, M. (2004) · Brain research. Cognitive brain research · doi:10.1016/j.cogbrainres.2004.08.003 · Cited by 5
“The utilization of partial information closely resembles the exploitation of the dgistT, or the general similarity [3,32,33], of experienced episodes in recognition memory.”
Temporal Drift in Privacy Recall: Users Misremember From Verbatim Loss to Gist-Based Overexposure
Guo, H., & Wei, Z.-Q. (2025) · Proceedings of the 2025 International Conference on Human-Engaged Computing · doi:10.1145/3786995.3787011 · Cited by 4
“Ver-batim details decay rapidly compared to gist [12, 41], and people often commit source-monitoring errors—remembering that they shared but misattributing audience or channel [6, 22, 40, 42].”
Gatti, D., Petilli, M., Marchetti, M., Vecchi, T., Mazzoni, G., Rinaldi, L., & Marelli, M. (2025) · Psychonomic Bulletin & Review · doi:10.3758/s13423-025-02677-7 · Cited by 4
“According to the fuzzy-trace theory (FTT; Brainerd & Reyna, 2002), participants would encode two different memory traces: a trace linked to episodic and perceptive features of the studied items, called verbatim trace, and a trace linked to the semantic content of each list, called gist trace, which…”
Ahmad, F. N., Tremblay, S., Karkuszewski, M., Alvi, M. H., & Hockley, W. E. (2023) · Quarterly Journal of Experimental Psychology · doi:10.1177/17470218231202986 · Cited by 6
“According to Brainerd and Reyna (2002), recollection is a more vivid form of remembering, which is supported by the retrieval of verbatim traces, whereas the retrieval of gist traces supports a generic form of remembering, sometimes called familiarity.”
BackgroundMethodResultInfluentialCognitive load reduces context recollection for true sentences
Ford, D., & Nieznański, M. (2023) · Journal of Cognitive Psychology · doi:10.1080/20445911.2023.2245600 · Cited by 5
“…on which accurate and false memories are based: Verbatim and gist traces both support true memories, but gist traces support false memories of related distractors, and verbatim traces suppress false memories (e.g. Brainerd & Reyna, 2002; Niezna ń ski et al., 2018, 2019; Reyna et al.,2016).”
BackgroundSubstance abuse and susceptibility to false memory formation: a systematic review and meta-analysis
Caetano, T., Pinho, M. S., Ramadas, E., Lopes, J., Areosa, T., Ferreira, D., & Dixe, M. D. A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1176564 · Cited by 4
Forgetting of specific and gist visual associative episodic memory representations across time
Greene, N. R., & Naveh‐Benjamin, M. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02256-8 · Cited by 6
Nieznański, M., & Obidziński, M. (2021) · Psychological Research · doi:10.1007/s00426-021-01544-z · Cited by 4
Zheng, Z., Lang, M., Wang, W., Xiao, F., & Li, J. (2019) · Brain and Cognition · doi:10.1016/j.bandc.2019.02.002 · Cited by 4
Overcoming familiarity illusions in a single case with persistent déjà vu
Ernst, A., Delrue, G., & Willems, S. (2018) · Memory · doi:10.1080/09658211.2018.1510965 · Cited by 4
“False memories for prototypes have been explained in various ways, such as the hypothesis of spreading activation of prototypes (e.g., Roediger & McDermott, 2000), fuzzy-trace theory (e.g., Brainerd & Reyna, 2002) and conceptual processing fluency (Whittlesea, Masson, & Hughes, 2005).”
BackgroundThe framing effect of negation frames
Yao, S., Wang, Y., Peng, J., & Song, L. (2017) · Journal of Risk Research · doi:10.1080/13669877.2017.1281335 · Cited by 6
“…A is intuitively judged to be superior to option B. Likewise, in a negative frame, option A is represented as ‘some people will die’ and option B as ‘either some people will die or no one will die;’ hence, option B appears to be a better option (Brainerd and Reyna 2002b; Kühberger and Tanner 2010).”
BackgroundHow do associative and phonemic overlap interact to boost illusory recollection?
Hutchison, K. A., Meade, M. L., Williams, N. S., Manley, K., & McNabb, J. (2018) · Memory · doi:10.1080/09658211.2017.1393091 · Cited by 4
“Furthermore, the existence of a hybrid boost in false recall is also inconsistent with the fuzzy trace model (Brainerd & Reyna, 2002) which currently has no mechanism for phonological contributions to false memory.”
ResultThe Influence of Event and Reaction Context on Clinicians’ Disorder Diagnoses
Weine, E. R., & Kim, N. S. (2018) · doi:10.1177/2167702617710960 · Cited by 4
“If memories of cases are reconstructed upon retrieval from piecemeal information, clinicians may retrieve a distorted memory of the reaction (cf. Brainerd & Reyna, 2002), especially if the client’s reaction was disproportionate to the event (and/or behaviors).”
BackgroundMemory and conceptual learning of relevant and non-relevant items in item-method directed forgetting
Orghian, D., Garcia-Marques, L., Marques, P., & Braga, J. (2018) · Memory · doi:10.1080/09658211.2018.1441424 · Cited by 4
“Although our memories do privilege the most relevant aspects of any given episode (Brainerd & Reyna, 2002; Reyna & Brainerd, 1995), the mnesic representation of that episode often includes features that are seemingly irrelevant in terms of current goals, learning, generalisation, and meaning…”
BackgroundUsage of semantic representations in recognition memory
Nishiyama, R., Hirano, T., & Ukita, J. (2017) · Memory · doi:10.1080/09658211.2017.1310252 · Cited by 4
“However, in situations where perceptual representations are available, such as in an immediate memory test, models of recognition memory suppose that remembering relies on perceptual representations (e.g., Brainerd & Reyna, 2002).”
BackgroundInteractions between spontaneous instantiations to the basic level and post-event suggestions
Pansky, A., & Tenenboim, E. (2011) · Memory · doi:10.1080/09658211.2011.613845 · Cited by 4
“This instantiation is then encoded and stored (e.g., McKoon & Ratcliff, 1989) in parallel to the encoded superordinate term (see Brainerd & Reyna, 2002).”
MethodThe effect of articulatory suppression on implicit and explicit false memory in the DRM paradigm
van Damme, I., Menten, J., & d'Ydewalle, G. (2010) · Memory · doi:10.1080/09658211.2010.509733 · Cited by 4
“Second, according to the “fuzzy-trace” theory (eg, Brainerd & Reyna, 1998 , 2002 ), illusory memories arise because of their consistency with the “gist” of the study lists.”
BackgroundLes fausses reconnaissances induites par les paradigmes DRM, MI et tâches dérivées
Langevin, S., Sauzéon, H., Taconnat, L., & N’Kaoua, B. (2009) · L’Année psychologique · doi:10.4074/s0003503309004059 · Cited by 4
The Function, Structure, Form, and Content of Environmental Knowledge
Waller, D., & Greenauer, N. (2014) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/b978-0-12-800090-8.00007-x · Cited by 4
Reducing false memories via context reinstatement: the roles of encoding and retrieval contexts.
Goodwin, K. A. (2013) · American Journal of Psychology · doi:10.5406/amerjpsyc.126.2.0213 · Cited by 4
“Three explanations have been proposed to explain the occurrence of false memories in the DRM paradigm: an activation monitoring framework (Gallo & Roediger, 2002; McDermott & Watson, 2001), fuzzy trace theory (Brainerd, Wright, Reyna, & Payne, 2002; Reyna, 1998; Reyna & Brainerd, 1995), and distinctiveness (Bruce, Phi…”
BackgroundExploring the Neural Underpinnings of Semantic and Perceptual False Memory Formation
West, J. T., Dubec, L., Wagner, R., & Dennis, N. (2025) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2025.109332 · Cited by 3
Tiscini, G., Alparone, D., Ansermet, F., & Collin, T. (2025) · The American Journal of Psychoanalysis · doi:10.1057/s11231-025-09498-6 · Cited by 3
“9 This theory, elaborated by Brainerd and Reyna (2002, 2004), assumes that perceived information is stored in parallel according to two types of traces.”
Joshi, G., Rathore, T., & Verma, K. (2025) · Health Sciences Review · doi:10.1016/j.hsr.2025.100216 · Cited by 3
Age-related decline in source and associative memory
Sümer, E., & Kaynak, H. (2024) · Cognitive Processing · doi:10.1007/s10339-024-01230-z · Cited by 3
“Fuzzy Trace Theory posits that individuals encode two types of memory traces: verbatim and gist (Reyna and Brainerd 1995).”
Mnemonic brain state engagement is diminished in healthy aging
Moore, I. L., Smith, D. E., & Long, N. M. (2024) · bioRxiv · doi:10.1101/2024.08.12.607567 · Cited by 3
“Because both test probes were from the same object category, participants could not rely on familiarity or gist-level information to make their response (Brainerd & Reyna, 2002).”
Gurrola, B. V., & Francis, W. S. (2024) · Psychonomic Bulletin & Review · doi:10.3758/s13423-024-02544-x · Cited by 3
“One approach to explaining these false-memory effects, including the bilingualism-related effects, is within the fuzzy-trace theory (Brainerd & Reyna, 2002), which postulates that two types of memory traces are encoded.”
Differential effects of clonazepam on declarative memory formation and face recognition
León, C. S., Celso, A. L., Benítez, F. A. U., Bonilla, M., Olivar, N., Toledo, J., Brusco, L. I., & Forcato, C. (2024) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2024.107956 · Cited by 3
Pérez-Mata, N., Albert, J., Carretié, L., López-Martín, S., & Sánchez-Carmona, A. (2024) · Memory · doi:10.1080/09658211.2024.2333508 · Cited by 3
Martínez, A. Á., Vizcaya, M. J. S., & Rey, J. F. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1265291 · Cited by 3
“…or traces are encoded in memory during the study of DRM lists: a specific representation ( verbatim ), based on the perceptual details and shallow structures of words, and a generic representation ( gist ), based on the general meanings of words (Reyna and Brainerd, 1995; Brainerd and Reyna, 2002).”
BackgroundInfluentialRosendaul, B. J., Su, I.-A., & Ceci, S. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1232753 · Cited by 3
The cost of changing language context: The language-dependent recall of fictional stories
Bilgin, E., Adıgüzel, Z., Göksun, T., & Gülgöz, S. (2023) · Memory & Cognition · doi:10.3758/s13421-023-01415-5 · Cited by 6
Encoding-phase orientation toward thematic content over perceptual style benefits picture memory
Vijayarajah, S., McAlister, E., & Schlichting, M. L. (2022) · Memory · doi:10.1080/09658211.2022.2147954 · Cited by 3
“Our observation of elevated false alarms to thematic lures might also relate to people’s tendency to rapidly extract schematic gist (Ahmad et al., 2017; Brainerd & Reyna, 2002; Wilburn & Feeney, 2008), which would yield broad memory traces that promote memory errors to story lures overall.”
BackgroundFalse memory confidence depends on the prefrontal reinstatement of true memory
Kim, T., Shin, I., & Lee, S. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119597 · Cited by 3
“this type of false memory, fuzzy-trace theory proposes that when we store an experience, two parallel traces, a verbatim trace for specific information and a gist trace for general meaning, are stored and that false memories depend on the gist trace based on the similarity between stimuli (Brainerd and Reyna, 2002).”
BackgroundThe effect of encoding task on the forgetting of object gist and details
Hu, Z., Zhou, W., & Yang, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0255474 · Cited by 4
“Object naming is an automatic response when object images are presented, so even if participants were not asked to name the objects in the description and the imagination tasks, the conceptual representations could be processed automatically [11, 20, 21].”
BackgroundSpatial layout extrapolation in aging: underlying cognitive and executive mechanisms
Ménétrier, E., Iralde, L., & Bohec, L. L. (2019) · Visual Cognition · doi:10.1080/13506285.2019.1634663 · Cited by 3
“…theoretical propositions, the similarities of which supplant the differences (Corson & Verrier, 2013), have been made: the fuzzy trace theory (e.g., Brainerd & Reyna, 2002; Reyna & Brainerd, 1995) and the activation-monitoring theory (Johnson, Hashtroudi, & Lindsay, 1993; Roediger, Watson,…”
BackgroundFalse Recognition of Emotionally Categorized Pictures in Young and Older Adults
Zheng, Z., Lang, M., Wang, W., Xiao, F., Guo, S., & Li, J. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01477 · Cited by 6
True and False Memories: Neuropsychological and Neuropharmacological Approaches
Guarnieri, R. V., Bueno, O. F. A., & Tudesco, I. D. S. S. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.80918 · Cited by 4
Li, A. Y., Fukuda, K., Lee, A. C. H., & Barense, M. D. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/535922 · Cited by 4
Serial position-dependent false memory effects
Dimsdale-Zucker, H. R., Flegal, K. E., Atkins, A. S., & Reuter‐Lorenz, P. A. (2018) · Memory · doi:10.1080/09658211.2018.1513039 · Cited by 3
“Fuzzy Trace Theory (FTT) posits that verbatim codes can be used to monitor and suppress gist codes (Brainerd & Reyna, 2002), and, as Flegal and Reuter-Lorenz (2014) have discussed, their differential availability across delays could influence delay-dependent differences in the incidence of false…”
BackgroundInfluentialBuratto, L. G., Zimmermann, N., Ferré, P., Joanette, Y., Fonseca, R. P., & Stein, L. M. (2014) · Brain and Cognition · doi:10.1016/j.bandc.2014.07.002 · Cited by 3
Enhancement of False Memory for Negative Material in Dysphoria: Mood Congruency or Response Bias?
Stea, J. N., Lee, S. M., & Sears, C. (2013) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9557-9 · Cited by 3
“As noted, according to Fuzzy Trace theory (Brainerd and Reyna 2002), increased attention to the underlying theme of a study list will increase the saliency and cohesion of the gist representation and thereby increase false memories for lures strongly related to the theme.”
BackgroundMethodInfluentialSedlmeier, P., & Jaeger, S. (2007) · Memory · doi:10.1080/09658210601087068 · Cited by 3
“A prominent example of such a view is fuzzy-trace theory (eg, Brainerd & Reyna, 2002 ; Reyna & Brainerd, 1995 ), which holds that the surface forms and the meaning contents of experience are stored in parallel, with the representations of the former—verbatim traces—dissociated from the latter—gist traces.”
BackgroundResultInfluentialThe Interaction of Semantic Relatedness and Emotion: Why Emotion May Not Lead to Better Memory
Hunt, C., Trammel, J., & Krumrei-Mancuso, E. J. (2015) · doi:10.24839/2164-8204.jn20.1.45 · Cited by 3
“…of semantically related emotional items compared to semantically related 51COPYRIGHT 2015 BY PSI CHI, THE INTERNATIONAL HONOR SOCIETY IN PSYCHOLOGY (VOL. 20, NO. 1/ISSN 2164-8204) neutral items because the reliance on impaired gist traces would increase as time goes on (Brainerd & Reyna, 2002).”
BackgroundMarsh, E. J., Eslick, A. N., & Fazio, L. K. (2008) · Elsevier eBooks · doi:10.1016/b978-012370509-9.00144-3 · Cited by 3
Ventromedial prefrontal cortex supports prototype representations in healthy older adults
Bowman, C. R., & Zeithamova, D. (2026) · bioRxiv · doi:10.1101/2025.09.24.678354 · Cited by 2
“Older adults tend to encode common features across experiences and extract their meaning, or ‘gist’ (Brainerd and Reyna, 2015, 2002) rather than the details that distinguish between similar experiences (Bowman et al., 2019; Bowman and Dennis, 2015; Gallo et al., 2006; Koutstaal and Schacter, 1997).”
Developmental differences in hippocampal long-axis contributions to memory precision
Vijayarajah, S., & Schlichting, M. L. (2025) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2025.101654 · Cited by 3
“For example, in the general encoding task participants orient to conceptual, category-level information, which might encourage connections with prior knowledge (Brainerd and Reyna, 2002; Dewhurst and Robinson, 2004), a mechanism perhaps more available to adults than children.”
Melega, G., Samson, K., Lee, H., & Renoult, L. (2025) · Scientific Reports · doi:10.1038/s41598-025-26142-6 · Cited by 4
Memory for Agency: A Proposal for the Function of Episodic Memory
Khalidi, M. (2025) · Review of Philosophy and Psychology · doi:10.1007/s13164-025-00778-9 · Cited by 2
“…separately and can be retrieved relatively independently of other information, they suggest that such information is stored generically, as in semantic memory, or in a gist-like format, whereby infor - mation from different episodes is somehow pooled together (see e.g. Brainerd and Reyna 2002).”
Pakyürek, G. (2025) · Journal of Medicine and Palliative Care · doi:10.47582/jompac.1617224 · Cited by 2
Bücken, C. A., Mangiulli, I., & Otgaar, H. (2025) · Journal of Cognitive Psychology · doi:10.1080/20445911.2024.2442601 · Cited by 2
“…falsely denied would be more likely to conform to false information given by the co-witness compared to honest control participants, based on FTT (Brainerd & Reyna, 2002), the deception detection principle (Tousig-nant et al., 1986), and the theory of social remembering (Blank, 2009; see above…”
InfluentialFalse memories in forensic psychology: do cognition and brain activity tell the same story?
Pérez-Mata, N., & Diges, M. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1327196 · Cited by 4
Nieznański, M., Ford, D., & Obidziński, M. (2023) · Psychological Research · doi:10.1007/s00426-023-01899-5 · Cited by 3
“In this article, we focus on the approach rooted in fuzzy trace theory (FTT), developed over the years by Brainerd, Reyna, and their co-workers (e.g. Brainerd & Reyna, 2002; Brainerd et al., 1999, 1995b; Reyna et al., 2016).”
BackgroundMethodIntuitive thinking predicts false memory formation due to a decrease in inhibitory efficiency
Gronchi, G., Righi, S., Gavazzi, G., Giganti, F., & Viggiano, M. P. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1195668 · Cited by 2
“While true memory is sustained by both verbatim and gist processes, false memory is sustained only by gist processes that include the critical lures along with the studied items (Reyna and Brainerd, 1995; Brainerd and Reyna, 2002).”
BackgroundDoes context recollection depend on the base-rate of contextual features?
Nieznański, M., Obidziński, M., & Ford, D. (2023) · Cognitive Processing · doi:10.1007/s10339-023-01153-1 · Cited by 2
“A variation of the dual-process view of memory is the fuzzy-trace theory (e.g., Brainerd and Reyna 1990, 2002, 2004), which assumes that two qualitatively different types of representations, verbatim trace and gist trace, are encoded in parallel during a study experience.”
BackgroundBitton, S., Chatburn, A., & Immink, M. A. (2023) · Journal of Cognitive Enhancement · doi:10.1007/s41465-023-00259-w · Cited by 3
“…might afford more generalised memory representations of encoded information (Schacter et al., 2011) either by heightening activation of semantically related information (Gallo, 2010; Gallo & Roediger, 2002; Roediger & McDermott, 1995) or strengthening gist representation (Brainerd & Reyna, 2002).”
Background
Metadata
- Authors
- Brainerd, C. J., & Reyna, V. F.
- Affiliations
- University of Arizona (US)
- Corresponding author
- Brainerd, C.J.
- Venue
- Current Directions in Psychological Science
- Publisher
- SAGE Publications
- Published
- 2002-10
- Volume
- 11
- Issue
- 5
- Pages
- 164-169
- ISSN
- 0963-7214 (ISSN-L)
- 1467-8721
- OpenAlex
- W1999454160
- Cited by
- 667
- References
- 0
- Citations by year
- 2026: 26 · 2025: 26 · 2024: 28 · 2023: 49 · 2022: 33 · 2021: 45 · 2020: 30 · 2019: 46 · 2018: 50 · 2017: 27 · 2016: 37 · 2015: 25 · 2014: 26 · 2013: 33 · 2012: 29
- FWCI
- 5.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Current Directions in Psychological Science (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Social Sciences › Psychology › Developmental and Educational Psychology › Identity, Memory, and Therapy
- Social Sciences › Psychology › Social Psychology › Deception detection and forensic psychology
- Keywords
- fuzzy-trace theory, false memory, memory distortion, traumatic memory, everyday memory, legal memory
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