confidence judgments; episodic memory; feeling of knowing; healthy aging; metamemory; semantic memory; Experimental and Cognitive Psychology; Clinical Psychology; Neurology; Neurology (clinical); Psychiatry and Mental Health
Abstract :
[en] Dissociations in types of memory tasks emerge when comparing feeling-of-knowing (FOK) judgments, predictions of upcoming performance, and retrospective confidence. This pattern has been used to construct theories of metacognitive access to memory, particularly in memory-impaired groups. In particular, older adults' metacognitive sensitivity appears to vary between episodic (impaired) and semantic (intact) memory. However, this could be explained by the limitations of metacognitive measures and/or memory differences. We aimed to test these dissociations of metacognition with aging by comparing metacognitive efficiency in episodic and semantic tasks using two types of judgment: retrospective confidence judgments (RCJs) and FOK judgments. Metacognitive efficiency was estimated in 240 participants aged 19-79 years using a hierarchical Bayesian framework. Results showed that metacognitive efficiency for RCJs declined with age in the semantic task, even though task performance increased with age, while metacognitive efficiency was stable in the episodic task. Surprisingly, metacognitive efficiency was very low (although significantly higher than zero) for both FOK tasks regardless of age compared to similar previous studies. We suggested this might be due to the online testing. These results point to metacognition being multifaceted and varying according to judgment, domains, and populations.
Disciplines :
Neurosciences & behavior
Author, co-author :
Meunier-Duperray, Lucile ; Laboratoire de Psychologie et NeuroCognition (LPNC), CNRS UMR 5105, Université Grenoble-Alpes (UGA), Université Savoie Mont-Blanc (USMB), 1251 rue des Universités, Grenoble 38058, France ; Centre de Recherches sur la Cognition et l'Apprentissage (CeRCA), UMR CNRS 7295, Université de Tours, Université de Poitiers, 3 Rue des Tanneurs, Tours 37041, France
Mazancieux, Audrey; Center for Research in Cognition and Neurosciences (CRCN), Université Libre de Bruxelles (ULB), 50 avenue F.D. Roosevelt, Brussels CP191 B-1050, Belgium
Souchay, Céline; Laboratoire de Psychologie et NeuroCognition (LPNC), CNRS UMR 5105, Université Grenoble-Alpes (UGA), Université Savoie Mont-Blanc (USMB), 1251 rue des Universités, Grenoble 38058, France
Angel, Lucie ; Université de Liège - ULiège > Département de Psychologie : cognition et comportement > Neuropsychologie de l'adulte ; Centre de Recherches sur la Cognition et l'Apprentissage (CeRCA), UMR CNRS 7295, Université de Tours, Université de Poitiers, 3 Rue des Tanneurs, Tours 37041, France
Moulin, Chris J A; Laboratoire de Psychologie et NeuroCognition (LPNC), CNRS UMR 5105, Université Grenoble-Alpes (UGA), Université Savoie Mont-Blanc (USMB), 1251 rue des Universités, Grenoble 38058, France
Language :
English
Title :
On the complexity of metacognitive judgments of memory: evidence from retrospective confidence, feeling of knowing, and older adults.
This work was financed by an Agence National de Recherche award to C.J.A.M, L.A., C.B., and C.S., AGEFOK: Understanding metamemory in healthy aging, ANR-21-CE28-0002-01.
Allen-Burge R, Storandt M. Age equivalence in feeling-of-knowing experiences. J Gerontol B Psychol Sci Soc Sci 2000;55:P214–23.
Angel L, Guerrerro-Sastoque L, Bernardo M et al. Metamemory mediates the protective effect of cognitive reserve on episodic memory during aging. Acta Psychol 2022;228:103627.
Bastin C, Giacomelli F, Miévis F et al. Anosognosia in mild cognitive impairment: lack of awareness of memory difficulties characterizes prodromal Alzheimer’s disease. Front Psychiatry 2021;12:631518.
Castel AD, Middlebrooks CD, and McGillivray S. Monitoring memory in old age: impaired, spared, and aware. In: Dunlosky J and Tauber S (Uma) K (eds.), The Oxford Handbook of Metamemory, Vol. 1. UK: Oxford University Press, 2015, 519–35.
Chua EF, Schacter DL, Sperling RA. Neural basis for recognition confidence in younger and older adults. Psychol Aging 2009;24:139–53.
Cosgrove AL, Kenett YN, Beaty RE et al. Quantifying flexibility in thought: the resiliency of semantic networks differs across the lifespan. Cognition 2021;211:104631.
Costermans J, Lories G, Ansay C. Confidence level and feeling of knowing in question answering: the weight of inferential processes. J Exp Psychol 1992;18:142–50.
Craik FIM, McDowd JM. Age differences in recall and recognition. J Exp Psychol 1987;13:474–9.
Culot C, Lauwers T, Fantini-Hauwel C et al. Contributions of age and clinical depression to metacognitive performance. Consciou Cognit 2023;107:103458.
Dahl M, Allwood CM, Hagberg B. The realism in older people’s confidence judgments of answers to general knowledge questions. Psychol Aging 2009;24:234–8.
Daselaar SM, Fleck MS, Dobbins IG et al. Effects of healthy aging on hippocampal and rhinal memory functions: an event-related fMRI study. Cereb Cortex 2006;16:1771–82.
Devaluez M, Mazancieux A, Souchay C. Episodic and semantic feeling-of-knowing in aging: a systematic review and meta-analysis. Sci Rep 2023;13:1.
Dodson CS, Bawa S, Krueger LE. Aging, metamemory, and high-confidence errors: a misrecollection account. Psychol Aging 2007;22:122–33.
Eakin DK, Hertzog C. Age invariance in feeling of knowing during implicit interference effects. J Gerontol Ser B 2012;67: 555–62.
Eakin DK, Hertzog C, Harris W. Age invariance in semantic and episodic metamemory: both younger and older adults provide accurate feeling-of-knowing for names of faces. Aging Neuropsychol Cognit 2014;21:27–51.
Elman JA, Klostermann EC, Marian DE et al. Neural correlates of metacognitive monitoring during episodic and semantic retrieval. Cognit Affective Behav Neurosci 2012;12:599–609.
Fandakova Y, Shing YL, Lindenberger U. High-confidence memory errors in old age: the roles of monitoring and binding processes. Memory 2013;21:732–50.
Flavell JH. First discussant’s comments: what is memory development the development of? Human Dev 1971;14:272–8.
Fleming SM. HMeta-d: hierarchical Bayesian estimation of metacognitive efficiency from confidence ratings. Neurosci Consciou 2017;2017:nix007.
Fleming SM, Lau HC. How to measure metacognition. Front Human Neurosci 2014;8:443.
Fleming SM, Massoni S, Gajdos T et al. Metacognition about the past and future: quantifying common and distinct influences on prospective and retrospective judgments of self-performance. Neurosci Consciou 2016;2016:niw018.
Folstein S, Folstein SE, McHugh PR. “Mini-mental state.” A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1975;12:189–98.
Frankenmolen NL, Fasotti L, Kessels RPC et al. The influence of cognitive reserve and age on the use of memory strategies. Expl Aging Res 2018;44:117–34.
Goodman LA, and Kruskal WH. Measures of Association for Cross Classifications. New York: Springer New York, 1979.
Greene NR, Chism S, Naveh-Benjamin M. Levels of specificity in episodic memory: insights from response accuracy and subjective confidence ratings in older adults and in younger adults under full or divided attention. J Exp Psychol Gen 2022;151:804–19.
Greene NR, Forsberg A, Guitard D et al. A lifespan study of the confidence-accuracy relation in working memory and episodic long-term memory. J Exp Psychol Gen 2024;153:1336–60.
Guerrero Sastoque LF, Bouazzaoui B, Burger L et al. Optimizing memory strategy use in young and older adults: the role of metamemory and internal strategy use. Acta Psychol 2019;192:73–86.
Guggenmos M. Measuring metacognitive performance: type 1 performance dependence and test-retest reliability. Neurosci Consciou 2021;2021:niab040.
Harrison OK, Garfinkel SN, Marlow L et al. The Filter Detection Task for measurement of breathing-related interoception and metacognition. Biol Psychol 2021;165:108185.
Hart JT. Memory and the feeling-of-knowing experience. J Educ Psychol 1965;56:208–16.
Hertzog C, Curley T, Dunlosky J. Are age differences in recognition-based retrieval monitoring an epiphenomenon of age differences in memory? Psychol Aging 2021;36:186–99.
Hertzog C, Fulton EK, Sinclair SM et al. Recalled aspects of original encoding strategies influence episodic feelings of knowing. Memory Cognit 2014;42:126–40.
Hicks JL, Marsh RL. On predicting the future states of awareness for recognition of unrecallable items. Memory Cognit 2002;30:60–6.
Hicks JL, Marsh RL, Ritschel L. The role of recollection and partial information in source monitoring. J Exp Psychol 2002;28:503–8.
Irak M, Soylu C, Yavuz M. Comparing event-related potentials of retrospective and prospective metacognitive judgments during episodic and semantic memory. Sci Rep 2023;13:1949.
Isingrini M, Sacher M, Perrotin A et al. Episodic feeling-of-knowing relies on noncriterial recollection and familiarity: evidence using an online remember-know procedure. Consciou Cognit 2016;41:31–40.
Jacoby LL. Ironic effects of repetition: measuring age-related differences in memory. J Exp Psychol 1999;25:3–22.
Jarjat G, Ward G, Hot P et al. Distinguishing the impact of age on semantic and nonsemantic associations in episodic memory. J Gerontol B 2021;76:722–31.
Kavé G, Halamish V. Doubly blessed: older adults know more vocabulary and know better what they know. Psychol Aging 2015;30:68–73.
Kikyo H, Ohki K, Miyashita Y. Neural correlates for feeling-of-knowing: an fMRI parametric analysis. Neuron 2002;36:177–86.
Lachman JL, Lachman R, Thronesbery C. Metamemory through the adult life span. Dev Psychol 1979;15:543–51.
Lund AE, Correa C, Fardo F et al. Domain generality in metacognitive ability: a confirmatory study across visual perception, memory, and general knowledge. 2023.
Macmillan NA, and Creelman CD. DetectionTheory: A User’s Guide. New Jersey: Psychology Press, 2004.
Mandler G. Recognizing: the judgment of previous occurrence. Psychol Rev 1980;87:252–71.
Maniscalco B, Lau H. A signal detection theoretic approach for estimating metacognitive sensitivity from confidence ratings. Consciou Cognit 2012;21:422–30.
Maniscalco B, and Lau H. Signal detection theory analysis of type 1 and type 2 data: Meta-d′, response-specific Meta-d′, and the unequal variance SDT model. In: Fleming SM and Frith CD (eds.), The Cognitive Neuroscience of Metacognition. Berlin: Springer, 2014, 25–66.
Marquié JC, Huet N. Age differences in feeling-of-knowing and confidence judgments as a function of knowledge domain. Psychol Aging 2000;15:451–61.
Martin S, Saur D, Hartwigsen G. Age-dependent contribution of domain-general networks to semantic cognition. Cereb Cortex 2022;32:870–90.
Masson MEJ, Rotello CM. Sources of bias in the Goodman–Kruskal gamma coefficient measure of association: implications for studies of metacognitive processes. J Exp Psychol 2009;35:509–27.
Mazancieux A, Dinze C, Souchay C et al. Metacognitive domain specificity in feeling-of-knowing but not retrospective confidence. Neurosci Consciou 2020a;2020:1–11.
Mazancieux A, Fleming SM, Souchay C et al. Is there a G factor for metacognition? Correlations in retrospective metacognitive sensitivity across tasks. J Exp Psychol Gen 2020b;149: 1788–99.
Mazancieux A, Pereira M, Faivre N et al. Towards a common conceptual space for metacognition in perception and memory. Nat Rev Psychol 2023;2:751–766.
McWilliams A, Bibby H, Steinbeis N et al. Age-related decreases in global metacognition are independent of local metacognition and task performance. Cognition 2023;235:105389.
Meunier-Duperray L, Mazancieux A, Souchay C et al (2024). Does Age Affect Metacognition? A Cross-domain Investigation Using a Hierarchical Bayesian Framework..
Mickes L. Receiver operating characteristic analysis and confidence–accuracy characteristic analysis in investigations of system variables and estimator variables that affect eyewitness memory. J Appl Res Memory Cognit 2015;4:93–102.
Mitchell DB. How many memory systems? Evidence from aging. J Exp Psychol 1989;15:31–49.
Morson SM, Moulin CJA, Souchay C. Selective deficits in episodic feeling of knowing in ageing: a novel use of the general knowledge task. Acta Psychol 2015;157:85–92.
Nasreddine ZS, Phillips NA, Bédirian V et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc 2005;53:695–9.
Nelson TO, and Narens L. Metamemory: a theoretical framework and new findings. In: Psychology of Learning and Motivation. Vol. 26, Cambrdige: Academic Press, 1990, 125–173.
Nyberg L, Bäckman L, Erngrund K et al. Age differences in episodic memory, semantic memory, and priming: relationships to demographic, intellectual, and biological factors. J Gerontol B 1996;51B:234–P240.
Palmer EC, David AS, Fleming SM. Effects of age on metacognitive efficiency. Consciou Cognit 2014;28:151–60.
Pannu JK, Kaszniak AW. Metamemory experiments in neurological populations: a review. Neuropsychol Rev 2005;15:105–30.
Perfect TJ, Stollery B. Memory and metamemory performance in older adults: one deficit or two? Quarterly J Exp Psychol Sec A 1993;46:119–35.
Perrotin A, Isingrini M, Souchay C et al. Episodic feeling-of-knowing accuracy and cued recall in the elderly: evidence for double dissociation involving executive functioning and processing speed. Acta Psychol 2006;122:58–73.
Pournaghdali A. Signal Detection Analyses of the Relation of Prospective and Retrospective Metacognitive Judgments. Florida International University, 2022.
Rahnev D. Measuring Metacognition: A Comprehensive Assessment of Current Methods. PsyArXiv 2023.
Reggev N, Zuckerman M, Maril A. Are all judgments created equal?: An fMRI study of semantic and episodic metamemory predictions. Neuropsychologia 2011;49:1332–42.
Rouy M, Saliou P, Nalborczyk L et al. Systematic review and meta-analysis of metacognitive abilities in individuals with schizophrenia spectrum disorders. Neurosci Biobehav Rev 2021;126:329–37.
Sacher M, Isingrini M, Taconnat L. Effects of aging and divided attention on episodic feeling-of-knowing accuracy. Acta Psychol 2013;144:258–63.
Sacher M, Landré L, Taconnat L. Age-related differences in episodic feeling-of-knowing arise from differences in memory performance. Memory 2015;23:119–26.
Shekhar M, Rahnev D. The nature of metacognitive inefficiency in perceptual decision making. Psychol Rev 2021;128: 45–70.
Soderstrom NC, McCabe DP, Rhodes MG. Older adults predict more recollective experiences than younger adults. Psychol Aging 2012;27:1082–8.
Souchay C, Isingrini M. Age-related differences in the relation between monitoring and control of learning. Expl Aging Res 2004;30:179–93.
Souchay C, Isingrini M. Are feeling-of-knowing and judgment-of-learning different? Evidence from older adults. Acta Psychol 2012;139:458–64.
Souchay C, Moulin CJA, Clarys D et al. Diminished episodic memory awareness in older adults: evidence from feeling-of-knowing and recollection. Consciou Cognit 2007;16:769–84.
Thomas AK, Bulevich JB, Dubois SJ. Context affects feeling-of-knowing accuracy in younger and older adults. J Exp Psychol 2011;37:96–108.
Voskuilen C, Ratcliff R, McKoon G. Aging and confidence judgments in item recognition. J Exp Psychol 2018;44:1–23.
Vuorre M, and Metcalfe J. Measures of relative metacognitive accuracy are confounded with task performance in tasks that permit guessing. Metacogn Learn 2021;17:269-291.
Wong JT, Cramer SJ, Gallo DA. Age-related reduction of the confidence–accuracy relationship in episodic memory: effects of recollection quality and retrieval monitoring. Psychol Aging 2012;27:1053–65.
Yeung MK. Metamemory and executive function mediate the age-related decline in memory. J Int Neuropsychol Soc 2024:30:479–488.
Zakrzewski AC, Sanders EC, Berry JM. Evidence for age-equivalent and task-dissociative metacognition in the memory domain. Front Psychol 2021;12:630143.