Skip to main content
Top
Gepubliceerd in: Psychological Research 3/2024

06-11-2023 | Research

Item-specific and relational encoding are effective at reducing the illusion of competence

Auteurs: Nicholas P. Maxwell, Emily E. Cates, Mark J. Huff

Gepubliceerd in: Psychological Research | Uitgave 3/2024

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Metamemory, or the ability to understand the capacities of one’s own memory, is important for learning. To investigate questions surrounding metamemory, researchers commonly have participants make judgments of learning (JOLs) at encoding, in which participants rate their likelihood of recalling the target in a cue–target word pair when shown only the cue at test. However, the associative direction of cue–target pairs can affect the calibration of JOLs. Unlike forward associates (e.g., credit–card), in which JOLs often accurately predict recall, an illusion of competence has been reported for backward associates (e.g., card–credit), symmetrical associates (e.g., salt–pepper), and unrelated cue–target pairs (e.g., artery–bronze) such that JOLs overestimate later recall. The present study evaluates whether the illusion of competence can be reduced when participants apply deep item-specific or relational encoding tasks relative to silent reading. Across two experiments, we show that both item-specific and relational encoding strategies reduce the illusion of competence for backward associates and unrelated pairs while improving the calibration between JOLs and recall. Our findings suggest that these encoding strategies are effective at reducing the illusion of competence, with increased calibration primarily reflecting improved recall. Thus, item-specific and relational encoding strategies primarily affect retrieval processes rather than metacognitive processes that participants engage in at encoding.
Bijlagen
Alleen toegankelijk voor geautoriseerde gebruikers
Voetnoten
1
JOL accuracy can also be assessed in terms of resolution or the relative accuracy between JOLs and recall (see Rhodes, 2016 for a comparison of calibration and resolution). However, in the present study, we focus on calibration, given that the illusion of competence has often been framed as miscalibration between JOLs and recall (e.g., Koriat & Bjork, 2005, 2006).
 
Literatuur
go back to reference Arbuckle, T. Y., & Cuddy, L. L. (1969). Discrimination of item strength at time of presentation. Journal of Experimental Psychology, 81(1), 126–131.CrossRef Arbuckle, T. Y., & Cuddy, L. L. (1969). Discrimination of item strength at time of presentation. Journal of Experimental Psychology, 81(1), 126–131.CrossRef
go back to reference Balota, D. A., Yap, M. J., Hutchison, K. A., Cortese, M. J., Kessler, B., Loftis, B., Neely, J. H., Nelson, D. L., Simpson, G. B., & Treiman, R. (2007). The English lexicon project. Behavior Research Methods, 39(3), 445–459.CrossRefPubMed Balota, D. A., Yap, M. J., Hutchison, K. A., Cortese, M. J., Kessler, B., Loftis, B., Neely, J. H., Nelson, D. L., Simpson, G. B., & Treiman, R. (2007). The English lexicon project. Behavior Research Methods, 39(3), 445–459.CrossRefPubMed
go back to reference Brysbaert, M., & New, B. (2009). Moving beyond Kučera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English. Behavior Research Methods, 41(4), 977–990.CrossRefPubMed Brysbaert, M., & New, B. (2009). Moving beyond Kučera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English. Behavior Research Methods, 41(4), 977–990.CrossRefPubMed
go back to reference Castel, A. D., McCabe, D. P., & Roediger, H. L. (2007). Illusions of competence and overestimation of associative memory for identical items: Evidence from judgments of learning. Psychonomic Bulletin and Review, 14(1), 107–111.CrossRefPubMed Castel, A. D., McCabe, D. P., & Roediger, H. L. (2007). Illusions of competence and overestimation of associative memory for identical items: Evidence from judgments of learning. Psychonomic Bulletin and Review, 14(1), 107–111.CrossRefPubMed
go back to reference Craik, F. I. M. (2002). Levels of processing: Past, present … and future? Memory, 10(5–6), 305–318.CrossRefPubMed Craik, F. I. M. (2002). Levels of processing: Past, present … and future? Memory, 10(5–6), 305–318.CrossRefPubMed
go back to reference Craik, F. I. M., & Lockhart, R. S. (1972). Levels of processing: A framework for memory research. Journal of Verbal Learning and Verbal Behavior, 11(6), 671–684.CrossRef Craik, F. I. M., & Lockhart, R. S. (1972). Levels of processing: A framework for memory research. Journal of Verbal Learning and Verbal Behavior, 11(6), 671–684.CrossRef
go back to reference De Deyne, S., Navarro, D. J., Perfors, A., Brysbaert, M., & Storms, G. (2019). The “Small World of Words” English word association norms for over 12,000 cue words. Behavior Research Methods, 51(3), 987–1006.CrossRefPubMed De Deyne, S., Navarro, D. J., Perfors, A., Brysbaert, M., & Storms, G. (2019). The “Small World of Words” English word association norms for over 12,000 cue words. Behavior Research Methods, 51(3), 987–1006.CrossRefPubMed
go back to reference Dunlosky, J., & Nelson, T. O. (1992). Importance of the kind of cue for judgments of learning (JOL) and the delayed-JOL effect. Memory and Cognition, 20(4), 374–380.CrossRefPubMed Dunlosky, J., & Nelson, T. O. (1992). Importance of the kind of cue for judgments of learning (JOL) and the delayed-JOL effect. Memory and Cognition, 20(4), 374–380.CrossRefPubMed
go back to reference Dunlosky, J., & Nelson, T. O. (1994). Does the sensitivity of judgments of learning (JOLs) to the effects of various study activities depend on when the JOLs occur? Journal of Memory and Language, 33, 545–565.CrossRef Dunlosky, J., & Nelson, T. O. (1994). Does the sensitivity of judgments of learning (JOLs) to the effects of various study activities depend on when the JOLs occur? Journal of Memory and Language, 33, 545–565.CrossRef
go back to reference Einstein, G. O., & Hunt, R. R. (1980). Levels of processing and organization: Additive effects of individual-item and relational processing. Journal of Experimental Psychology, 6(5), 588–598. Einstein, G. O., & Hunt, R. R. (1980). Levels of processing and organization: Additive effects of individual-item and relational processing. Journal of Experimental Psychology, 6(5), 588–598.
go back to reference Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160.CrossRefPubMed Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160.CrossRefPubMed
go back to reference Hanczakowski, M., Zawadzka, K., Pasek, T., & Higham, P. A. (2013). Calibration of metacognitive judgments: Insights from the underconfidence-with-practice effect. Journal of Memory and Language, 69(3), 429–444.CrossRef Hanczakowski, M., Zawadzka, K., Pasek, T., & Higham, P. A. (2013). Calibration of metacognitive judgments: Insights from the underconfidence-with-practice effect. Journal of Memory and Language, 69(3), 429–444.CrossRef
go back to reference Huff, M. J., & Bodner, G. E. (2014). All varieties of encoding variability are not created equal: Separating variable processing from variable tasks. Journal of Memory and Language, 73, 43–58.CrossRefPubMedPubMedCentral Huff, M. J., & Bodner, G. E. (2014). All varieties of encoding variability are not created equal: Separating variable processing from variable tasks. Journal of Memory and Language, 73, 43–58.CrossRefPubMedPubMedCentral
go back to reference Hunt, R. R., & Einstein, G. O. (1981). Relational and item-specific information in memory. Journal of Verbal Learning and Verbal Behavior, 20(5), 497–514.CrossRef Hunt, R. R., & Einstein, G. O. (1981). Relational and item-specific information in memory. Journal of Verbal Learning and Verbal Behavior, 20(5), 497–514.CrossRef
go back to reference Koriat, A. (1997). Monitoring one’s own knowledge during study: A cue-utilization approach to judgments of learning. Journal of Experimental Psychology, 126(4), 349–370.CrossRef Koriat, A. (1997). Monitoring one’s own knowledge during study: A cue-utilization approach to judgments of learning. Journal of Experimental Psychology, 126(4), 349–370.CrossRef
go back to reference Koriat, A., & Bjork, R. A. (2005). Illusions of competence in monitoring one’s knowledge during study. Journal of Experimental Psychology, 31(2), 187–194.PubMed Koriat, A., & Bjork, R. A. (2005). Illusions of competence in monitoring one’s knowledge during study. Journal of Experimental Psychology, 31(2), 187–194.PubMed
go back to reference Koriat, A., & Bjork, R. A. (2006). Illusions of competence during study can be remedied by manipulations that enhance learners’ sensitivity to retrieval conditions at test. Memory & Cognition, 34, 927–959.CrossRef Koriat, A., & Bjork, R. A. (2006). Illusions of competence during study can be remedied by manipulations that enhance learners’ sensitivity to retrieval conditions at test. Memory & Cognition, 34, 927–959.CrossRef
go back to reference Koriat, A., & Ma’Ayan, H. (2005). The effects of encoding fluency and retrieval fluency on judgments of learning. Journal of Memory and Language, 52(4), 478–492.CrossRef Koriat, A., & Ma’Ayan, H. (2005). The effects of encoding fluency and retrieval fluency on judgments of learning. Journal of Memory and Language, 52(4), 478–492.CrossRef
go back to reference Macleod, C. M., Gopie, N., Hourihan, K. L., Neary, K. R., & Ozubko, J. D. (2010). The production effect: Delineation of a phenomenon. Journal of Experimental Psychology, 36(3), 671–685.PubMed Macleod, C. M., Gopie, N., Hourihan, K. L., Neary, K. R., & Ozubko, J. D. (2010). The production effect: Delineation of a phenomenon. Journal of Experimental Psychology, 36(3), 671–685.PubMed
go back to reference Masson, M. E. (2011). A tutorial on a practical Bayesian alternative to null-hypothesis significance testing. Behavior Research Methods, 43(3), 679–690.CrossRefPubMed Masson, M. E. (2011). A tutorial on a practical Bayesian alternative to null-hypothesis significance testing. Behavior Research Methods, 43(3), 679–690.CrossRefPubMed
go back to reference Maxwell, N. P., & Huff, M. J. (2021). The deceptive nature of associative word pairs: Effects of associative direction on judgments of learning. Psychological Research Psychologische Forschung, 85(4), 1757–1775.CrossRefPubMed Maxwell, N. P., & Huff, M. J. (2021). The deceptive nature of associative word pairs: Effects of associative direction on judgments of learning. Psychological Research Psychologische Forschung, 85(4), 1757–1775.CrossRefPubMed
go back to reference Maxwell, N. P., & Huff, M. J. (2022). Reactivity from judgments of learning is not only due to memory forecasting: Evidence from associative memory and frequency judgments. Metacognition and Learning, 17, 589–625.CrossRefPubMedPubMedCentral Maxwell, N. P., & Huff, M. J. (2022). Reactivity from judgments of learning is not only due to memory forecasting: Evidence from associative memory and frequency judgments. Metacognition and Learning, 17, 589–625.CrossRefPubMedPubMedCentral
go back to reference McCurdy, M. P., Sklenar, A. M., Frankenstein, A. N., & Leshikar, E. D. (2020). Fewer generation constraints increase the generation effect for item and source memory through enhanced relational processing. Memory, 28(5), 598–616.CrossRefPubMed McCurdy, M. P., Sklenar, A. M., Frankenstein, A. N., & Leshikar, E. D. (2020). Fewer generation constraints increase the generation effect for item and source memory through enhanced relational processing. Memory, 28(5), 598–616.CrossRefPubMed
go back to reference Mueller, M. L., Dunlosky, J., & Tauber, S. K. (2016). The effect of identical word pairs on people’s metamemory judgments: What are the contributions of processing fluency and beliefs about memory? The Quarterly Journal of Experimental Psychology, 69(4), 781–799.CrossRefPubMed Mueller, M. L., Dunlosky, J., & Tauber, S. K. (2016). The effect of identical word pairs on people’s metamemory judgments: What are the contributions of processing fluency and beliefs about memory? The Quarterly Journal of Experimental Psychology, 69(4), 781–799.CrossRefPubMed
go back to reference Mulligan, N. W. (2011). Generation disrupts memory for intrinsic context but not extrinsic context. The Quarterly Journal of Experimental Psychology, 64(8), 1543–1562.CrossRefPubMed Mulligan, N. W. (2011). Generation disrupts memory for intrinsic context but not extrinsic context. The Quarterly Journal of Experimental Psychology, 64(8), 1543–1562.CrossRefPubMed
go back to reference Nairne, J. S., Thompson, S. R., & Pandeirada, J. N. (2007). Adaptive memory: Survival processing enhances retention. Journal of Experimental Psychology, 33(2), 263–273.PubMed Nairne, J. S., Thompson, S. R., & Pandeirada, J. N. (2007). Adaptive memory: Survival processing enhances retention. Journal of Experimental Psychology, 33(2), 263–273.PubMed
go back to reference Nelson, D. L., McEvoy, C. L., & Dennis, S. (2000). What is free association and what does it measure? Memory and Cognition, 28(6), 887–899.CrossRefPubMed Nelson, D. L., McEvoy, C. L., & Dennis, S. (2000). What is free association and what does it measure? Memory and Cognition, 28(6), 887–899.CrossRefPubMed
go back to reference Nelson, D. L., McEvoy, C. L., & Schreiber, T. A. (2004). The University of South Florida free association, rhyme, and word fragment norms. Behavior Research Methods, Instruments, and Computers, 36(3), 402–407.CrossRefPubMed Nelson, D. L., McEvoy, C. L., & Schreiber, T. A. (2004). The University of South Florida free association, rhyme, and word fragment norms. Behavior Research Methods, Instruments, and Computers, 36(3), 402–407.CrossRefPubMed
go back to reference Nelson, T. O. (1984). A comparison of current measures of the accuracy of feeling-of-knowing predictions. Psychonomic Bulletin, 95(1), 109–133.CrossRef Nelson, T. O. (1984). A comparison of current measures of the accuracy of feeling-of-knowing predictions. Psychonomic Bulletin, 95(1), 109–133.CrossRef
go back to reference Nelson, T. O., & Dunlosky, J. (1991). When people’s judgments of learning (JOLs) are extremely accurate at predicting subsequent recall: The “delayed-JOL effect.” Psychological Science, 2, 267–270.CrossRef Nelson, T. O., & Dunlosky, J. (1991). When people’s judgments of learning (JOLs) are extremely accurate at predicting subsequent recall: The “delayed-JOL effect.” Psychological Science, 2, 267–270.CrossRef
go back to reference Nelson, T. O., & Narens, L. (1990). Metamemory: A theoretical framework and new findings. Psychology of Learning and Motivation, 26, 125–173.CrossRef Nelson, T. O., & Narens, L. (1990). Metamemory: A theoretical framework and new findings. Psychology of Learning and Motivation, 26, 125–173.CrossRef
go back to reference Rhodes, M. G. (2016). Judgments of learning: Methods, data, and theory. In J. Dunlosky & S. K. Tauber (Eds.), The Oxford handbook of metamemory (pp. 90–117). Oxford. Rhodes, M. G. (2016). Judgments of learning: Methods, data, and theory. In J. Dunlosky & S. K. Tauber (Eds.), The Oxford handbook of metamemory (pp. 90–117). Oxford.
go back to reference Rhodes, M. G., & Castel, A. D. (2008). Memory predictions are influenced by perceptual information: Evidence for metacognitive illusions. Journal of Experimental Psychology, 137(4), 615–625.CrossRefPubMed Rhodes, M. G., & Castel, A. D. (2008). Memory predictions are influenced by perceptual information: Evidence for metacognitive illusions. Journal of Experimental Psychology, 137(4), 615–625.CrossRefPubMed
go back to reference Rivers, M. L., Janes, J. L., & Dunlosky, J. (2021). Investigating memory reactivity with a within-participant manipulation of judgments of learning: Support for the cue-strengthening hypothesis. Memory, 29(10), 1342–1353.CrossRefPubMed Rivers, M. L., Janes, J. L., & Dunlosky, J. (2021). Investigating memory reactivity with a within-participant manipulation of judgments of learning: Support for the cue-strengthening hypothesis. Memory, 29(10), 1342–1353.CrossRefPubMed
go back to reference Senkova, O., & Otani, H. (2021). Making judgments of learning enhances memory by inducing item-specific processing. Memory and Cognition, 49, 955–967.CrossRefPubMed Senkova, O., & Otani, H. (2021). Making judgments of learning enhances memory by inducing item-specific processing. Memory and Cognition, 49, 955–967.CrossRefPubMed
go back to reference Slamecka, N. J., & Graf, P. (1978). The generation effect: Delineation of a phenomenon. Journal of Experimental Psychology, 4(6), 592–604. Slamecka, N. J., & Graf, P. (1978). The generation effect: Delineation of a phenomenon. Journal of Experimental Psychology, 4(6), 592–604.
go back to reference Soderstrom, N. C., Clark, C. T., Halamish, V., & Bjork, E. L. (2015). Judgments of learning as memory modifiers. Journal of Experimental Psychology, 41(2), 553–558.PubMed Soderstrom, N. C., Clark, C. T., Halamish, V., & Bjork, E. L. (2015). Judgments of learning as memory modifiers. Journal of Experimental Psychology, 41(2), 553–558.PubMed
go back to reference Tekin, E., & Roediger, H. L. (2020). Reactivity of judgments of learning in a levels-of-processing paradigm. Zeitschrift Für Psychologie, 228(4), 278–290.CrossRef Tekin, E., & Roediger, H. L. (2020). Reactivity of judgments of learning in a levels-of-processing paradigm. Zeitschrift Für Psychologie, 228(4), 278–290.CrossRef
go back to reference Wagenmakers, E. (2007). A practical solution to the pervasive problems of p values. Psychonomic Bulletin and Review, 14(5), 779–804.CrossRefPubMed Wagenmakers, E. (2007). A practical solution to the pervasive problems of p values. Psychonomic Bulletin and Review, 14(5), 779–804.CrossRefPubMed
Metagegevens
Titel
Item-specific and relational encoding are effective at reducing the illusion of competence
Auteurs
Nicholas P. Maxwell
Emily E. Cates
Mark J. Huff
Publicatiedatum
06-11-2023
Uitgeverij
Springer Berlin Heidelberg
Gepubliceerd in
Psychological Research / Uitgave 3/2024
Print ISSN: 0340-0727
Elektronisch ISSN: 1430-2772
DOI
https://doi.org/10.1007/s00426-023-01891-z

Andere artikelen Uitgave 3/2024

Psychological Research 3/2024 Naar de uitgave