Why does working memory span predict complex cognition? Testing the strategy affordance hypothesis
Open accessAbstract
We introduce and empirically evaluate the strategy affordance hypothesis, which holds that individual differences in strategy use will mediate the relationship between performances on a working memory (WM) span task and another cognitive task only when the same strategies are afforded by both tasks. One hundred forty-eight participants completed basic memory tasks and verbal span tasks that afford the same strategies, such as imagery and sentence generation, and completed reading comprehension tasks that afford different ones, such as self-questioning and summarization. Effective strategy use on WM span tasks accounted for variance in the span-memory relationship, but not for the span-comprehension relationship, supporting the strategy affordance hypothesis. Strategy use mediated the span-cognition relationship only when both tasks afforded the same strategies.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Use of internally generated strategies as measured by self-reports has been found to be related to better complex span performance in several studies.
“Besides practice with an externally provided strategy, also the use of internally generated strategies as measured by self-reports has been found to be related to better complex span performance in several studies9,10,14–16.”
From The early effects of external and internal strategies on working memory updating training (2018) · cites this paper as [14]
The present results using the n-back paradigm align well with previous findings that explicit WM strategy instruction can be effective and that self-generated WM strategies are associated with higher task performance.
“The present results using the n-back paradigm align well with previous findings mainly from complex span studies that have indicated that explicit WM strategy instruction can be effective10–13, and that self-generated WM strategies are associated with higher task performance9,10,14–16.”
From The early effects of external and internal strategies on working memory updating training (2018) · cites this paper as [14]
Two previous studies reporting effect sizes have shown large effects (η2 range 0.18-0.27) with groups ranging from 27 to 79 participants.
“the two previous studies reporting effect sizes have shown large effects ( range 0.18–0.27) with groups ranging from 27 to 79 participants12,14.”
From The early effects of external and internal strategies on working memory updating training (2018) · cites this paper as [14]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Lachenbruch, P. A., & Cohen, J. (1989) · Journal of the American Statistical Association · doi:10.2307/2290095 · Cited by 37,385 · see citing works
Tests for comparing elements of a correlation matrix
Steiger, J. H. (1980) · Psychological Bulletin · doi:10.1037/0033-2909.87.2.245 · Cited by 4,621 · cited 1× · see citing works
“Although a t test revealed no significant differences between the two span–cognition correlations [t(145) � 1; Steiger, 1980 ], we conducted another set of regressions similar to those described above, except that here, individual tasks, rather than composites, were used.”
MethodWorking memory span tasks: A methodological review and user’s guide
Conway, A. R. A., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005) · Psychonomic Bulletin & Review · doi:10.3758/bf03196772 · Cited by 2,882 · see citing works
Self-citationKane, M. J., Hambrick, D. Z., Tuholski, S. W., Wilhelm, O., Payne, T. W., & Engle, R. W. (2004) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.133.2.189 · Cited by 1,679 · see citing works
Self-citation(2008) · doi:10.1093/acprof:oso/9780195168648.001.0001 · Cited by 1,520 · see citing works
Executive Attention, Working Memory Capacity, and a Two-Factor Theory of Cognitive Control
Engle, R. W., & Kane, M. J. (2003) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(03)44005-x · Cited by 1,104 · see citing works
Self-citationWorking Memory and Intelligence: The Same or Different Constructs?
Ackerman, P. L., Beier, M. E., & Boyle, M. O. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.1.30 · Cited by 969 · see citing works
Cowan, N. (2016) · Routledge eBooks · doi:10.4324/9781315625560 · Cited by 942 · see citing works
Individual differences in working memory and comprehension: A test of four hypotheses.
Engle, R. W., Cantor, J., & Carullo, J. J. (1992) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.18.5.972 · Cited by 626 · see citing works
Individual differences in working memory and comprehension: A test of four hypotheses.
Engle, R. W., Cantor, J., & Carullo, J. J. (1992) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.18.5.972 · Cited by 624 · see citing works
Salthouse, T. A. (1991) · Psychological Science · doi:10.1111/j.1467-9280.1991.tb00127.x · Cited by 615 · see citing works
Inhibitory Mechanisms and the Control of Attention
Hasher, L., Lustig, C., & Zacks, R. T. (2008) · doi:10.1093/acprof:oso/9780195168648.003.0009 · Cited by 553 · see citing works
Kane, M. J., Hambrick, D. Z., & Conway, A. R. A. (2005) · Psychological Bulletin · doi:10.1037/0033-2909.131.1.66 · Cited by 545 · see citing works
Self-citationBinding and Inhibition in Working Memory: Individual and Age Differences in Short-Term Recognition.
Oberauer, K. (2005) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.134.3.368 · Cited by 391 · see citing works
Working memory capacity and strategy use
McNamara, D. S., & Scott, J. L. (2001) · Memory & Cognition · doi:10.3758/bf03195736 · Cited by 296 · see citing works
Strategy training and working memory task performance
Turley-Ames, K. (2003) · Journal of Memory and Language · doi:10.1016/s0749-596x(03)00095-0 · Cited by 289 · see citing works
The reading span test and its predictive power for reading comprehension ability
Friedman, N. P., & Miyake, A. (2004) · Journal of Memory and Language · doi:10.1016/j.jml.2004.03.008 · Cited by 267 · see citing works
Dunlosky, J. T., & Hertzog, C. K. (2001) · Memory & Cognition · doi:10.3758/bf03194918 · Cited by 207 · see citing works
Self-citationAging and deficits in associative memory: What is the role of strategy production?
Dunlosky, J. T., & Hertzog, C. K. (1998) · Psychology and Aging · doi:10.1037//0882-7974.13.4.597 · Cited by 179 · see citing works
Self-citationAging and deficits in associative memory: What is the role of strategy production?
Dunlosky, J. T., & Hertzog, C. K. (1998) · Psychology and Aging · doi:10.1037/0882-7974.13.4.597 · Cited by 174 · see citing works
Self-citationDunlosky, J., & Kane, M. J. (2007) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210600926075 · Cited by 164 · cited 4× · see citing works
“Following the final trial, the participants completed retrospective set-by-set strategy reports created by Dunlosky and Kane (2007). The stimuli from each trial were re-presented together on-screen (including all of the equations and words), and the participants indicated which strategy they had used to remember the w…”
MethodResultInfluentialSelf-citationAre performance predictions for text based on ease of processing?
Rawson, K. A., & Dunlosky, J. T. (2002) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.28.1.69 · Cited by 150 · see citing works
Self-citationAging, Attributions, Perceived Control, and Strategy Use in a Free Recall Task
Hertzog, C. K., McGuire, C. L., & Lineweaver, T. T. (1998) · Aging Neuropsychology and Cognition · doi:10.1076/anec.5.2.85.601 · Cited by 122 · see citing works
Richardson, J. T. E. (1998) · Psychonomic Bulletin & Review · doi:10.3758/bf03208837 · Cited by 121 · see citing works
Does differential strategy use account for age-related deficits in working-memory performance?
Bailey, H. R., Dunlosky, J. T., & Hertzog, C. K. (2009) · Psychology and Aging · doi:10.1037/a0014078 · Cited by 93 · see citing works
Self-citationAre performance predictions for text based on ease of processing?
Rawson, K. A., & Dunlosky, J. T. (2002) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.28.1.69 · Cited by 89 · see citing works
Self-citationWorking Memory, Strategy Execution, and Strategy Selection in Mental Arithmetic
Imbo, I., Duverne, S., & Lemaire, P. (2006) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210600943419 · Cited by 77 · see citing works
Strategy use in the reading span test: An analysis of eye movements and reported encoding strategies
Kaakinen, J. K., & Hyönä, J. (2007) · Memory · doi:10.1080/09658210701457096 · Cited by 69 · see citing works
Teaching text comprehension strategies to adult poor readers
Rich, R. Z., & Shepherd, M. J. (1993) · Reading and Writing · doi:10.1007/bf01043113 · Cited by 25 · see citing works
The reading span test and its predictive power for reading comprehension ability*1
Friedman, N. P. (2004) · Journal of Memory and Language · doi:10.1016/s0749-596x(04)00030-0 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Conway, A. R. A., Jarrold, C., Kane, M. J., Miyake, A., & Towse, J. N. (EDS.) (2007). Variations in working memory. Oxford: Oxford University Press.
Cited by
Sorted by citations
Working memory and fluid intelligence: Capacity, attention control, and secondary memory retrieval
Unsworth, N., Fukuda, K., Awh, E., & Vogel, E. K. (2014) · Cognitive Psychology · doi:10.1016/j.cogpsych.2014.01.003 · Cited by 528 · see citing works
A meta-analysis on the relation between reading and working memory
Peng, P., Barnes, M., Wang, C., Wang, W., Li, S., Swanson, H. L., Dardick, W., & Tao, S. (2018) · Psychological Bulletin · doi:10.1037/bul0000124 · Cited by 521 · see citing works
Cokely, E. T., & Kelley, C. M. (2009) · Judgment and Decision Making · doi:10.1017/s193029750000067x · Cited by 427 · see citing works
Does working memory training promote the use of strategies on untrained working memory tasks?
Dunning, D. L., & Holmes, J. (2014) · Memory & Cognition · doi:10.3758/s13421-014-0410-5 · Cited by 129 · see citing works
Individual differences in long-term memory.
Unsworth, N. (2019) · Psychological Bulletin · doi:10.1037/bul0000176 · Cited by 99 · see citing works
Working memory updating and binding training: Bayesian evidence supporting the absence of transfer.
De Simoni, C., & von Bastian, C. C. (2018) · Journal of Experimental Psychology: General · doi:10.1037/xge0000453 · Cited by 84 · see citing works
The early effects of external and internal strategies on working memory updating training
Laine, M., Fellman, D., Waris, O., & Nyman, T. J. (2018) · Scientific Reports · doi:10.1038/s41598-018-22396-5 · Cited by 71 · see citing works
“Moreover, two participants (active control group n = 1, passive control group n = 1) were excluded for being multivariate outliers at pretest (Mahalanobis distance value χ2 (14, 118) = 36.”
BackgroundPeng, P., & Fuchs, D. (2017) · Journal of Learning Disabilities · doi:10.1177/0022219415594609 · Cited by 73 · see citing works
Does Strategy Training Reduce Age-Related Deficits in Working Memory?
Bailey, H. R., Dunlosky, J., & Hertzog, C. (2014) · Gerontology · doi:10.1159/000356699 · Cited by 49 · see citing works
Self-citationTraining-induced improvement in working memory tasks results from switching to efficient strategies
Malinovitch, T., Jakoby, H., & Ahissar, M. (2021) · Psychonomic Bulletin & Review · doi:10.3758/s13423-020-01824-6 · Cited by 29 · see citing works
- Authors
- Bailey, H., Dunlosky, J., & Kane, M. J.
- Affiliations
- Kent State University (US)
- University of North Carolina at Greensboro (US)
- Corresponding author
- Dunlosky, J.
- Venue
- Memory & Cognition
- Published
- 2008-12-01
- Volume
- 36
- Issue
- 8
- Pages
- 1383-1390
- ISSN
- 0090-502X (ISSN-L)
- 1532-5946
- OpenAlex
- W2045312184
- Cited by
- 121
- References
- 32
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 13 · 2023: 5 · 2022: 6 · 2021: 4 · 2020: 9 · 2019: 12 · 2018: 9 · 2017: 5 · 2016: 6 · 2015: 8 · 2014: 8 · 2013: 8 · 2012: 5
- FWCI
- 4.54
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Memory & Cognition (publishedVersion)
- PubMed (publishedVersion)
- NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- working memory span, verbal span, reading comprehension, imagery, sentence generation, self-questioning, summarization, mediation, complex cognition
- MeSH terms
- Cognition, Female, Humans, Male, Memory, Short-Term, Prospective Studies, Psychological Theory, Reaction Time, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review