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Exploring psychometric properties of children' metacognitive monitoring. Acta Psychol (Amst) 2021; 220:103399. [PMID: 34454252 DOI: 10.1016/j.actpsy.2021.103399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 07/30/2021] [Accepted: 08/10/2021] [Indexed: 11/22/2022] Open
Abstract
Two independent data sets assessing children's metacognitive monitoring abilities were used to explore the psychometric properties of classical and often-used monitoring measures in primary school age. Theoretically, monitoring is an overarching skill that helps individuals evaluate task mastery, strategy use, and correctness of performance. Monitoring skills are increasingly targeted when addressing individual differences in scholastic achievement and intervention approaches to foster students' self-regulated learning early on. In such contexts, knowledge about central psychometric properties is essential. Results of both studies revealed high internal consistency of prospective and retrospective monitoring judgments. When equivalent item sets (in terms of item difficulty) were considered (Study 1), split-half reliabilities were also satisfying. However, analyses revealed that the monitoring judgments' reliability depends on the reliability of the first-order task (recognition memory test). Retesting children of Study 2 after six months revealed considerable fluctuations in the monitoring measures. Among the included monitoring measures, reliabilities of within-person correlations (Gammas) between performance and confidence and recognition response times and confidence were poorest. Results are discussed in the context of the underlying theoretical construct and implications for research and practice.
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2
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Nussenbaum K, Cohen AO, Davis ZJ, Halpern DJ, Gureckis TM, Hartley CA. Causal Information-Seeking Strategies Change Across Childhood and Adolescence. Cogn Sci 2021; 44:e12888. [PMID: 32882077 DOI: 10.1111/cogs.12888] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 07/27/2020] [Accepted: 07/31/2020] [Indexed: 02/06/2023]
Abstract
Intervening on causal systems can illuminate their underlying structures. Past work has shown that, relative to adults, young children often make intervention decisions that appear to confirm a single hypothesis rather than those that optimally discriminate alternative hypotheses. Here, we investigated how the ability to make informative causal interventions changes across development. Ninety participants between the ages of 7 and 25 completed 40 different puzzles in which they had to intervene on various causal systems to determine their underlying structures. Each puzzle comprised a three- or four-node computer chip with hidden wires. On each trial, participants viewed two possible arrangements of the chip's hidden wires and had to select a single node to activate. After observing the outcome of their intervention, participants selected a wire configuration and rated their confidence in their selection. We characterized participant choices with a Bayesian measurement model that indexed the extent to which participants selected nodes that would best disambiguate the two possible causal structures versus those that had high causal centrality in one of the two causal hypotheses but did not necessarily discriminate between them. Our model estimates revealed that the use of a discriminatory strategy increased through early adolescence. Further, developmental improvements in intervention strategy were related to changes in the ability to accurately judge the strength of evidence that interventions revealed, as indexed by participants' confidence in their selections. Our results suggest that improvements in causal information-seeking extend into adolescence and may be driven by metacognitive sensitivity to the efficacy of previous interventions in discriminating competing ideas.
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Affiliation(s)
| | | | | | | | - Todd M Gureckis
- Department of Psychology, New York University.,Center for Neural Science, New York University.,Center for Data Science, New York University
| | - Catherine A Hartley
- Department of Psychology, New York University.,Center for Neural Science, New York University
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3
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Ghetti S, Fandakova Y. Neural Development of Memory and Metamemory in Childhood and Adolescence: Toward an Integrative Model of the Development of Episodic Recollection. ACTA ACUST UNITED AC 2020. [DOI: 10.1146/annurev-devpsych-060320-085634] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Memory and metamemory processes are essential to retrieve detailed memories and appreciate the phenomenological experience of recollection. Developmental cognitive neuroscience has made strides in revealing the neural changes associated with improvements in memory and metamemory during childhood and adolescence. We argue that hippocampal changes, in concert with surrounding cortical regions, support developmental improvements in the precision, complexity, and flexibility of memory representations. In contrast, changes in frontoparietal regions promote efficient encoding and retrieval strategies. A smaller body of literature on the neural substrates of metamemory development suggests that error monitoring processes implemented in the anterior insula and dorsal anterior cingulate cortex trigger, and perhaps support the development of, metacognitive evaluationsin the prefrontal cortex, while developmental changes in the parietal cortex support changes in the phenomenological experience of episodic retrieval. Our conclusions highlight the necessity of integrating these lines of research into a comprehensive model on the neurocognitive development of episodic recollection.
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Affiliation(s)
- Simona Ghetti
- Department of Psychology and Center for Mind and Brain, University of California, Davis, California 95618, USA
| | - Yana Fandakova
- Center for Lifespan Psychology, Max Planck Institute for Human Development, 14195 Berlin, Germany
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4
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Ruggeri A, Markant DB, Gureckis TM, Bretzke M, Xu F. Memory enhancements from active control of learning emerge across development. Cognition 2019; 186:82-94. [PMID: 30769196 DOI: 10.1016/j.cognition.2019.01.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Revised: 01/08/2019] [Accepted: 01/14/2019] [Indexed: 11/25/2022]
Abstract
This paper investigates whether active control of study leads to enhanced learning in 5- to 11-year-old children. In Experiments 1 and 2, participants played a simple memory game with the instruction to try to remember and later recognize a set of 64 objects. In Experiment 3, the goal was to learn the French names for the same objects. For half of the materials presented, participants could decide the order and pacing of study (Active condition). For the other half, they passively observed the study decisions of a previous participant (Yoked condition). Recognition memory was more accurate for objects studied in the active as compared to the yoked condition. However, the active learning advantage was relatively small among 5-year-olds and increased with age, becoming comparable to adults' by age 8. Our results show that the ability to actively control study develops during early childhood and results in memory benefits that last over a week-long delay. We discuss possible interpretations for the observed developmental change, as well as the implications of these results for educational implementations.
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Affiliation(s)
- Azzurra Ruggeri
- MPRG iSearch, Max Planck Institute for Human Development & School of Education, Technical University Munich, Germany.
| | - Douglas B Markant
- Department of Psychological Science, University of North Carolina at Charlotte, United States
| | - Todd M Gureckis
- Department of Psychology, New York University, United States
| | - Maria Bretzke
- MPRG iSearch, Max Planck Institute for Human Development & Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technical University Dresden, Germany
| | - Fei Xu
- Department of Psychology, University of California, Berkeley, United States
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5
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Fandakova Y, Bunge SA, Wendelken C, Desautels P, Hunter L, Lee JK, Ghetti S. The Importance of Knowing When You Don't Remember: Neural Signaling of Retrieval Failure Predicts Memory Improvement Over Time. Cereb Cortex 2018. [PMID: 28637289 DOI: 10.1093/cercor/bhw352] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Just as the ability to remember prior events is critical for guiding our decision-making, so too is the ability to recognize the limitations of our memory. Indeed, we hypothesize that neural signaling of retrieval failure promotes more accurate memory judgments over time. To test this hypothesis, we collected longitudinal functional magnetic resonance imaging data from 8 to 9 years olds, 10 to 12 years olds, and adults, with two time points spaced approximately 1.4 years apart (198 scan sessions in total). Participants performed an episodic memory retrieval task in which they could either select a response or report uncertainty about the target memory detail. Children who engaged anterior insula more strongly during inaccurate or uncertain responses exhibited greater longitudinal increases in anterior prefrontal cortex activation for decisions to report uncertainty; both of these neural variables predicted improvements in episodic memory. Together, the results suggest that the brain processes supporting effective cognitive control and decision-making continue to develop in middle childhood and play an important role for memory development.
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Affiliation(s)
- Yana Fandakova
- Center for Mind and Brain, University of California, Davis, CA 95616, USA.,Helen Wills Neuroscience Institute, University of California, Berkeley, CA 94720, USA
| | - Silvia A Bunge
- Helen Wills Neuroscience Institute, University of California, Berkeley, CA 94720, USA.,Department of Psychology, University of California, Berkeley, CA 94720, USA
| | - Carter Wendelken
- Helen Wills Neuroscience Institute, University of California, Berkeley, CA 94720, USA
| | - Peter Desautels
- Center for Mind and Brain, University of California, Davis, CA 95616, USA
| | - Lauren Hunter
- Center for Mind and Brain, University of California, Davis, CA 95616, USA
| | - Joshua K Lee
- Center for Mind and Brain, University of California, Davis, CA 95616, USA.,Department of Psychology, University of California, Davis, CA 95616, USA
| | - Simona Ghetti
- Center for Mind and Brain, University of California, Davis, CA 95616, USA.,Department of Psychology, University of California, Davis, CA 95616, USA
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6
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Changes in ventromedial prefrontal and insular cortex support the development of metamemory from childhood into adolescence. Proc Natl Acad Sci U S A 2017; 114:7582-7587. [PMID: 28673976 DOI: 10.1073/pnas.1703079114] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Metamemory monitoring, or the ability to introspect on the accuracy of one's memories, improves considerably during childhood, but the underlying neural changes and implications for intellectual development are largely unknown. The present study examined whether cortical changes in key brain areas hypothesized to support metacognition contribute to the development of metamemory monitoring from late childhood into early adolescence. Metamemory monitoring was assessed among 7- to 12-y-old children (n = 145) and adults (n = 31). Children returned for up to two additional assessments at 8 to 14 y of age (n = 120) and at 9 to 15 y of age (n = 107) (n = 347 longitudinal scans). Results showed that metamemory monitoring continues to improve from childhood into adolescence. More pronounced cortical thinning in the anterior insula and a greater increase in the thickness of the ventromedial prefrontal cortex over the three assessment points predicted these improvements. Thus, performance benefits are linked to the unique patterns of regional cortical change during development. Metamemory monitoring at the first time point predicted intelligence at the third time point and vice versa, suggesting parallel development of these abilities and their reciprocal influence. Together, these results provide insights into the neuroanatomical correlates supporting the development of the capacity to self-reflect, and highlight the role of this capacity for general intellectual development.
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Garraffa M, Beveridge M, Sorace A. Linguistic and Cognitive Skills in Sardinian-Italian Bilingual Children. Front Psychol 2015; 6:1898. [PMID: 26733903 PMCID: PMC4681809 DOI: 10.3389/fpsyg.2015.01898] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 11/24/2015] [Indexed: 11/18/2022] Open
Abstract
We report the results of a study which tested receptive Italian grammatical competence and general cognitive abilities in bilingual Italian–Sardinian children and age-matched monolingual Italian children attending the first and second year of primary school in the Nuoro province of Sardinia, where Sardinian is still widely spoken. The results show that across age groups the performance of Sardinian–Italian bilingual children is in most cases indistinguishable from that of monolingual Italian children, in terms of both Italian language skills and general cognitive abilities. However, where there are differences, these emerge gradually over time and are mostly in favor of bilingual children.
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Affiliation(s)
- Maria Garraffa
- Department of Psychology, School of Life Science, Heriot-Watt University Edinburgh, UK
| | - Madeleine Beveridge
- School of Philosophy, Psychology and Language Sciences, The University of Edinburgh Edinburgh, UK
| | - Antonella Sorace
- School of Philosophy, Psychology and Language Sciences, The University of Edinburgh Edinburgh, UK
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8
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Abstract
We examined children's ability to employ a metacognitive heuristic based on memorability expectations to reduce false recognitions, and explored whether these expectations depend on the context in which the items are presented. Specifically, 4-, 6-, and 9-year-old children were presented with high-, medium-, and low-memorability words, either mixed together (Experiment 1) or separated into two different lists (Experiment 2). Results revealed that only children with a higher level of executive functioning (9-year-olds) used the memorability-based heuristic when all types of items were presented within the same list. However, all children, regardless of age or executive level, implemented the metacognitive rule when high- and low-memorability words were presented in two separate lists. Moreover, the results of Experiment 2 showed that participants processed medium-memorability words more conservatively when they were presented in a low- than in a high-memorability list, suggesting that children's memorability expectations are sensitive to list-context effects.
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Affiliation(s)
- Marie Geurten
- 1 Department of Psychology: Cognition and Behavior, Neuropsychology Unit, University of Liège, Belgium
| | - Thierry Meulemans
- 1 Department of Psychology: Cognition and Behavior, Neuropsychology Unit, University of Liège, Belgium
| | - Sylvie Willems
- 2 Psychological and Speech Therapy Consultation Center (CPLU), University of Liège, Belgium
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9
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Lee JK, Wendelken C, Bunge SA, Ghetti S. A Time and Place for Everything: Developmental Differences in the Building Blocks of Episodic Memory. Child Dev 2015; 87:194-210. [PMID: 26493950 DOI: 10.1111/cdev.12447] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
This research investigated whether episodic memory development can be explained by improvements in relational binding processes, involved in forming novel associations between events and the context in which they occurred. Memory for item-space, item-time, and item-item relations was assessed in an ethnically diverse sample of 151 children aged 7-11 years and 28 young adults. Item-space memory reached adult performance by 9½ years, whereas item-time and item-item memory improved into adulthood. In path analysis, item-space, but not item-time best explained item-item memory. Across age groups, relational binding related to source memory and performance on standardized memory assessments. In conclusion, relational binding development depends on relation type, but relational binding overall supports episodic memory development.
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10
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Beyond Sally's missing marble: further development in children's understanding of mind and emotion in middle childhood. ADVANCES IN CHILD DEVELOPMENT AND BEHAVIOR 2015; 48:185-217. [PMID: 25735945 DOI: 10.1016/bs.acdb.2014.11.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Research on the development of theory of mind (ToM), the understanding of people in relation to mental states and emotions, has been a vibrant area of cognitive development research. Because the dominant focus has been addressing when children acquire a ToM, researchers have concentrated their efforts on studying the emergence of psychological understanding during infancy and early childhood. Here, the benchmark test has been the false-belief task, the awareness that the mind can misrepresent reality. While understanding false belief is a critical milestone achieved by the age of 4 or 5, children make further advances in their knowledge about mental states and emotions during middle childhood and beyond. Thus, a comprehensive understanding of children's sociocognitive abilities in older age groups is necessary to understand more fully the course of ToM development. The aim of this review is to outline continued development in ToM during middle childhood. In particular, we focus on children's understanding of interpretation-that different minds can construct different interpretations of the same reality. Additionally, we consider children's growing understanding of how mental states (thoughts, emotions, decisions) derive from personal experiences, cohere across time, and interconnect (e.g., thoughts shape emotions). We close with a discussion of the surprising paucity of studies investigating individual differences in ToM beyond age 6. Our hope is that this chapter will invigorate empirical interest in moving the pendulum toward the opposite research direction-toward exploring strengths, limitations, variability, and persistent errors in developing theories of mind across the life span.
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11
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How to bet on a memory: Developmental linkages between subjective recollection and decision making. J Exp Child Psychol 2013; 115:436-52. [DOI: 10.1016/j.jecp.2013.03.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Revised: 03/16/2013] [Accepted: 03/18/2013] [Indexed: 11/22/2022]
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12
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Ghetti S, Hembacher E, Coughlin CA. Feeling Uncertain and Acting on It During the Preschool Years: A Metacognitive Approach. CHILD DEVELOPMENT PERSPECTIVES 2013. [DOI: 10.1111/cdep.12035] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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13
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Weil LG, Fleming SM, Dumontheil I, Kilford EJ, Weil RS, Rees G, Dolan RJ, Blakemore SJ. The development of metacognitive ability in adolescence. Conscious Cogn 2013; 22:264-71. [PMID: 23376348 PMCID: PMC3719211 DOI: 10.1016/j.concog.2013.01.004] [Citation(s) in RCA: 141] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2012] [Revised: 12/24/2012] [Accepted: 01/05/2013] [Indexed: 11/16/2022]
Abstract
Introspection, or metacognition, is the capacity to reflect on our own thoughts and behaviours. Here, we investigated how one specific metacognitive ability (the relationship between task performance and confidence) develops in adolescence, a period of life associated with the emergence of self-concept and enhanced self-awareness. We employed a task that dissociates objective performance on a visual task from metacognitive ability in a group of 56 participants aged between 11 and 41 years. Metacognitive ability improved significantly with age during adolescence, was highest in late adolescence and plateaued going into adulthood. Our results suggest that awareness of one's own perceptual decisions shows a prolonged developmental trajectory during adolescence.
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Affiliation(s)
- Leonora G. Weil
- Institute of Cognitive Neuroscience, University College London, UK
| | - Stephen M. Fleming
- Center for Neural Science, New York University, USA
- Department of Experimental Psychology, University of Oxford, UK
| | | | - Emma J. Kilford
- Institute of Cognitive Neuroscience, University College London, UK
| | - Rimona S. Weil
- Institute of Cognitive Neuroscience, University College London, UK
- Wellcome Trust Centre for Neuroimaging, University College London, UK
| | - Geraint Rees
- Institute of Cognitive Neuroscience, University College London, UK
- Wellcome Trust Centre for Neuroimaging, University College London, UK
| | - Raymond J. Dolan
- Wellcome Trust Centre for Neuroimaging, University College London, UK
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14
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Ghetti S, Bunge SA. Neural changes underlying the development of episodic memory during middle childhood. Dev Cogn Neurosci 2012; 2:381-95. [PMID: 22770728 PMCID: PMC3545705 DOI: 10.1016/j.dcn.2012.05.002] [Citation(s) in RCA: 169] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2011] [Revised: 05/26/2012] [Accepted: 05/28/2012] [Indexed: 02/07/2023] Open
Abstract
Episodic memory is central to the human experience. In typically developing children, episodic memory improves rapidly during middle childhood. While the developmental cognitive neuroscience of episodic memory remains largely uncharted, recent research has begun to provide important insights. It has long been assumed that hippocampus-dependent binding mechanisms are in place by early childhood, and that improvements in episodic memory observed during middle childhood result from the protracted development of the prefrontal cortex. We revisit the notion that binding mechanisms are age-invariant, and propose that changes in the hippocampus and its projections to cortical regions also contribute to the development of episodic memory. We further review the role of developmental changes in lateral prefrontal and parietal cortices in this development. Finally, we discuss changes in white matter tracts connecting brain regions that are critical for episodic memory. Overall, we argue that changes in episodic memory emerge from the concerted effort of a network of relevant brain structures.
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Affiliation(s)
- Simona Ghetti
- Department of Psychology & Center for Mind and Brain, University of California at Davis, United States
| | - Silvia A. Bunge
- Department of Psychology & Helen Wills Neuroscience Institute, University of California at Berkeley, United States
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15
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Are all judgments created equal? An fMRI study of semantic and episodic metamemory predictions. Neuropsychologia 2011; 49:1332-1342. [PMID: 21238468 DOI: 10.1016/j.neuropsychologia.2011.01.013] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2010] [Revised: 01/05/2011] [Accepted: 01/05/2011] [Indexed: 11/21/2022]
Abstract
Metamemory refers to the ability of individuals to monitor and control their own memory performance. Although little theoretical consideration of the possible differences between the monitoring of episodic and of semantic knowledge has been published, results from patient and drug studies that used the "feeling of knowing" (FOK) paradigm show a selective impairment in the accuracy of episodic monitoring but not in its semantic counterpart. Similarly, neuroimaging studies provide indirect evidence for separate patterns of activation during episodic or semantic FOKs. However, the semantic-episodic distinction hypothesis has not been directly addressed. In the current event-related fMRI study, we used a within-subject, within-experiment comparison of the monitoring of semantic and episodic content. Whereas the common neural correlates of episodic and semantic FOKs observed in this study generally replicate the previous neuroimaging findings, several regions were found to be differentially associated with each task. Activity of the right inferior frontal gyrus was modulated by the semantic-episodic factor only during the negative predictions of retrieval, suggesting that negative predictions are based on partially distinct mechanisms during each task. A posterior midline network, known to be activated during episodic retrieval, was activated during episodic and not semantic monitoring, suggesting that episodic FOKs rely, to some extent, on common episodic retrieval processes. These findings suggest that theoretical accounts of the etiology and function of FOKs may benefit from incorporating the prediction directionality (positive/negative) and the memory domain (semantic/episodic) distinctions.
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