An automated version of the operation span task
Open accessAbstract
We present an easy-to-administer and automated version of a popular working memory (WM) capacity task (operation span; Ospan) that is mouse driven, scores itself, and requires little intervention on the part of the experimenter. It is shown that this version of Ospan correlates well with other measures of WM capacity and has both good internal consistency (alpha = .78) and test-retest reliability (.83). In addition, the automated version of Ospan (Aospan) was shown to load on the same factor as two other WM measures. This WM capacity factor correlated with a factor composed of fluid abilities measures. The utility of the Aospan was further demonstrated by analyzing response times (RTs) that indicated that RT measures obtained in the task accounted for additional variance in predicting fluid abilities. Our results suggest that Aospan is a reliable and valid indicator of WM capacity that can be applied to a wide array of research domains.
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?
The OSpan task is a prominent measure of working memory capacity and assesses the ability to keep track of task-relevant information while engaging in complex cognitive tasks.
“The OSpan task, a prominent measure of WMC, assesses the ability to keep track of task-relevant information while engaging in complex cognitive tasks.”
From Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity (2017) · cites this paper as Unsworth et al. 2005
The Automated Operation Span task is highly correlated with other measures of working memory.
“This task is highly correlated with other measures of working memory [33,42].”
From Dual N-back working memory training in healthy adults: A randomized comparison to processing speed training. (2016) · cites this paper as [42]
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
Structural Equations with Latent Variables
Bollen, K. A. (1989) · Wiley series in probability and statistics · doi:10.1002/9781118619179 · Cited by 17,512 · see citing works
Structural Equations with Latent Variables.
Clogg, C. C., & Bollen, K. A. (1991) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2072165 · Cited by 17,471 · see citing works
Individual differences in working memory and reading
Daneman, M., & Carpenter, P. A. (1980) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(80)90312-6 · Cited by 6,336 · see citing works
Working memory, short-term memory, and general fluid intelligence: A latent-variable approach.
Engle, R. W., Tuholski, S. W., Laughlin, J. E., & Conway, A. R. A. (1999) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.128.3.309 · Cited by 3,078 · see citing works
Self-citationIs working memory capacity task dependent?
Turner, M. L., & Engle, R. W. (1989) · Journal of Memory and Language · doi:10.1016/0749-596x(89)90040-5 · Cited by 2,299 · see citing works
Self-citationKane, M. J., & Engle, R. W. (2003) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.132.1.47 · Cited by 1,725 · cited 1× · see citing works
“Indeed, beginning with the work of Daneman and Carpenter (1980), WM span tasks have been shown to predict everything from reading comprehension (Daneman & Carpenter, 1980) to performance on the Stroop task ( Kane & Engle, 2003 ).”
BackgroundSelf-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-citationA controlled-attention view of working-memory capacity.
Kane, M. J., Bleckley, M. K., Conway, A. R. A., & Engle, R. W. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.2.169 · Cited by 1,414 · see citing works
Self-citationOperational efficiency and the growth of short-term memory span
Case, R., Kurland, D. M., & Goldberg, J. S. (1982) · Journal of Experimental Child Psychology · doi:10.1016/0022-0965(82)90054-6 · Cited by 1,182 · see citing works
Conway, A. R. A., Cowan, N., Bunting, M. F., Therriault, D. J., & Minkoff, S. R. B. (2002) · Intelligence · doi:10.1016/s0160-2896(01)00096-4 · Cited by 1,108 · see citing works
Shah, P., & Miyake, A. (1996) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.125.1.4 · Cited by 913 · 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
Self-citationIndividual 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
Self-citationBayliss, D. M., Jarrold, C., Gunn, D. M., & Baddeley, A. D. (2003) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.132.1.71 · Cited by 427 · cited 1× · see citing works
“Several recent reports have demonstrated the utility of examining RT for both the processing component of the WM span tasks (e.g., Bayliss, Jarrold, Gunn, & Baddeley, 2003 ) and recall (e.g., Cowan et al., 2003).”
MethodThe relationship of life event stress and working memory capacity
Klein, K., & Boals, A. (2001) · Applied Cognitive Psychology · doi:10.1002/acp.727 · Cited by 306 · see citing works
The reliability and stability of verbal working memory measures
Waters, G. S., & Caplan, D. N. (2003) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03195534 · Cited by 259 · see citing works
Finn, P. R. (2002) · Behavioral and Cognitive Neuroscience Reviews · doi:10.1177/1534582302001003001 · Cited by 194 · see citing works
Children's working-memory processes: A response-timing analysis.
Cowan, N., Towse, J. N., Hamilton, Z., Saults, J. S., Elliott, E. M., Lacey, J. F., Moreno, M. V., & Hitch, G. J. (2003) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.132.1.113 · Cited by 151 · see citing works
Working memory and apolipoprotein E: What's the connection?
Rosen, V. M. (2002) · Neuropsychologia · doi:10.1016/s0028-3932(02)00132-x · Cited by 128 · see citing works
The reliability and stability of the turner and Engle working memory task
Klein, K., & Fiss, W. H. (1999) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03200722 · Cited by 118 · see citing works
Is "working memory capacity" just another name for word knowledge?
Engle, R. W., Nations, J. K., & Cantor, J. (1990) · Journal of Educational Psychology · doi:10.1037/0022-0663.82.4.799 · Cited by 109 · see citing works
Self-citationWorking Memory Capacity in Hot and Cold Cognition
Nash Unsworth, A., Heitz, R. P., & Engle, R. W. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511720413.003 · Cited by 70 · see citing works
Self-citationA Dutch, Computerized, and Group Administrable Adaptation of the Operation Span Test
Neys, W. D., d’Ydewalle, G., Schaeken, W., et al. (2002) · Psychologica Belgica · doi:10.5334/pb.993 · Cited by 54 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Engle, R. W., Nations, J. K., & Cantor, J. (1990). Word knowledge and working memory capacity. Journal of Educational Psychology, 82, 799-804.
- Raven, J. C., Raven, J. E., & Court, J. H. (1998). Progressive matri- ces. Oxford: Oxford Psychologists Press.
Cited by
Sorted by citations
Unsworth, N., & Engle, R. W. (2007) · Psychological Review · doi:10.1037/0033-295x.114.1.104 · Cited by 1,307 · see citing works
Self-citationChiesa, A., Calati, R., & Serretti, A. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.11.003 · Cited by 1,295 · see citing works
Mrazek, M. D., Franklin, M. S., Phillips, D. T., Baird, B., & Schooler, J. W. (2013) · Psychological Science · doi:10.1177/0956797612459659 · Cited by 1,063 · see citing works
The Pen Is Mightier Than the Keyboard: Advantages of Longhand Over Laptop Note Taking
Mueller, P. A., & Oppenheimer, D. M. (2014) · Psychological Science · doi:10.1177/0956797614524581 · Cited by 1,051 · see citing works
Kane, M. J., Brown, L. H., McVay, J. C., Silvia, P. J., Myin-Germeys, I., & Kwapil, T. R. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01948.x · Cited by 979 · see citing works
Jha, A. P., Stanley, E. A., Kiyonaga, A., Wong, L., & Gelfand, L. (2010) · Emotion · doi:10.1037/a0018438 · Cited by 906 · see citing works
Roeser, R. W., Schonert-Reichl, K. A., Jha, A., Cullen, M., Wallace, L., Wilensky, R., Oberle, E., Thomson, K., Taylor, C., & Harrison, J. (2013) · Journal of Educational Psychology · doi:10.1037/a0032093 · Cited by 795 · see citing works
Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity
Ward, A. F., Duke, K., Gneezy, A., & Bos, M. W. (2017) · Journal of the Association for Consumer Research · doi:10.1086/691462 · Cited by 787 · see citing works
Back to the future: Autobiographical planning and the functionality of mind-wandering
Baird, B., Smallwood, J., & Schooler, J. W. (2011) · Consciousness and Cognition · doi:10.1016/j.concog.2011.08.007 · Cited by 588 · see citing works
The developmental trajectories of executive function from adolescence to old age.
Ferguson, H. J., Brunsdon, V. E. A., & Bradford, E. E. F. (2021) · Scientific Reports · doi:10.1038/s41598-020-80866-1 · Cited by 583 · see citing works
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
Self-citationJaeggi, S. M., Studer-Luethi, B., Buschkuehl, M., Su, Y.-F., Jonides, J., & Perrig, W. J. (2010) · Intelligence · doi:10.1016/j.intell.2010.09.001 · Cited by 509 · see citing works
Unsworth, N., Redick, T. S., Heitz, R. P., Broadway, J. M., & Engle, R. W. (2009) · Memory · doi:10.1080/09658210902998047 · Cited by 479 · see citing works
Self-citationMeasuring Working Memory Capacity With Automated Complex Span Tasks
Redick, T. S., Broadway, J. M., Meier, M. E., Kuriakose, P. S., Unsworth, N., Kane, M. J., & Engle, R. W. (2012) · European Journal of Psychological Assessment · doi:10.1027/1015-5759/a000123 · Cited by 457 · see citing works
Self-citationSanbonmatsu, D. M., Strayer, D. L., Medeiros-Ward, N., & Watson, J. M. (2013) · PLoS ONE · doi:10.1371/journal.pone.0054402 · Cited by 440 · see citing works
Mrazek, M. D., Phillips, D. T., Franklin, M. S., Broadway, J. M., & Schooler, J. W. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00560 · Cited by 400 · see citing works
De Dreu, C. K. W., Nijstad, B. A., Baas, M., Wolsink, I., & Roskes, M. (2012) · Personality and Social Psychology Bulletin · doi:10.1177/0146167211435795 · Cited by 368 · see citing works
Does Working Memory Training Transfer? A Meta-Analysis Including Training Conditions as Moderators
Schwaighofer, M., Fischer, F., & Bühner, M. (2015) · Educational Psychologist · doi:10.1080/00461520.2015.1036274 · Cited by 332 · see citing works
The mechanisms of working memory capacity: Primary memory, secondary memory, and attention control
Shipstead, Z., Lindsey, D. R. B., Marshall, R. L., & Engle, R. W. (2014) · Journal of Memory and Language · doi:10.1016/j.jml.2014.01.004 · Cited by 330 · see citing works
Self-citationComplex span and n-back measures of working memory: A meta-analysis
Redick, T. S., & Lindsey, D. R. B. (2013) · Psychonomic Bulletin & Review · doi:10.3758/s13423-013-0453-9 · Cited by 305 · see citing works
A mind you can count on: validating breath counting as a behavioral measure of mindfulness
Levinson, D. B., Stoll, E. L., Kindy, S. D., Merry, H. L., & Davidson, R. J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01202 · Cited by 287 · see citing works
“…we also expanded our experiment battery to end with collecting from participants (n = 93) a measure of working memory, the OSPAN (described in Unsworth et al., 2005; Supplementary Material Methods), and two questionnaire measures of trait mindfulness, the Mindful Attention and Awareness…”
MethodWorking Memory Capacity and Fluid Intelligence: Maintenance and Disengagement
Shipstead, Z., Harrison, T. L., & Engle, R. W. (2016) · Perspectives on Psychological Science · doi:10.1177/1745691616650647 · Cited by 238 · see citing works
Self-citationA meta-analysis of the relationship between anxiety and attentional control
Shi, R., Sharpe, L., & Abbott, M. (2019) · Clinical Psychology Review · doi:10.1016/j.cpr.2019.101754 · Cited by 243 · see citing works
Chen, O., Castro-Alonso, J. C., Paas, F., & Sweller, J. (2018) · Educational Psychology Review · doi:10.1007/s10648-017-9426-2 · Cited by 239 · see citing works
How do (some) people make a cognitive map? Routes, places, and working memory.
Weisberg, S. M., & Newcombe, N. S. (2016) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/xlm0000200 · Cited by 219 · see citing works
Levinson, D. B., Smallwood, J., & Davidson, R. J. (2012) · Psychological Science · doi:10.1177/0956797611431465 · Cited by 232 · see citing works
The smart potential behind probability matching
Gaissmaier, W., & Schooler, L. J. (2008) · Cognition · doi:10.1016/j.cognition.2008.09.007 · Cited by 223 · see citing works
Retrospective revaluation in sequential decision making: a tale of two systems
Gershman, S. J., Markman, A. B., & Otto, A. R. (2014) · Journal of Experimental Psychology General · doi:10.1037/a0030844 · Cited by 217 · see citing works
Failure of Working Memory Training to Enhance Cognition or Intelligence
Thompson, T. W., Waskom, M. L., Garel, K.-L. A., Cardenas-Iniguez, C., Reynolds, G. O., Winter, R., Chang, P., Pollard, K., Lala, N., Alvarez, G. A., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0063614 · Cited by 208 · see citing works
Boosting vocabulary learning by verbal cueing during sleep
Schreiner, T., & Rasch, B. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhu139 · Cited by 202 · see citing works
Working memory and fluid intelligence in young children
Engel de Abreu, P. M. J., Conway, A. R. A., & Gathercole, S. E. (2010) · Intelligence · doi:10.1016/j.intell.2010.07.003 · Cited by 212 · see citing works
Quach, D., Jastrowski Mano, K. E., & Alexander, K. (2016) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2015.09.024 · Cited by 213 · see citing works
Attention Control: A Cornerstone of Higher-Order Cognition
Burgoyne, A. P., & Engle, R. W. (2020) · Current Directions in Psychological Science · doi:10.1177/0963721420969371 · Cited by 186 · see citing works
Self-citationBroadway, J. M., & Engle, R. W. (2010) · Behavior Research Methods · doi:10.3758/brm.42.2.563 · Cited by 184 · see citing works
Self-citationKundu, B., Sutterer, D. W., Emrich, S. M., & Postle, B. R. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.5565-12.2013 · Cited by 161 · see citing works
Everyday attention failures: An individual differences investigation.
Unsworth, N., McMillan, B. D., Brewer, G. A., & Spillers, G. J. (2012) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0028075 · Cited by 161 · see citing works
Richmond, L. L., Wolk, D., Chein, J., & Olson, I. R. (2014) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00657 · Cited by 143 · see citing works
Working memory capacity and the scope and control of attention
Shipstead, Z., Harrison, T. L., & Engle, R. W. (2015) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-015-0899-0 · Cited by 132 · see citing works
Self-citationOlder adults improve on everyday tasks after working memory training and neurostimulation
Stephens, J. A., & Berryhill, M. E. (2016) · Brain Stimulation · doi:10.1016/j.brs.2016.04.001 · Cited by 130 · see citing works
The effects of working memory resource depletion and training on sensorimotor adaptation
Anguera, J. A., Bernard, J. A., Jaeggi, S. M., Buschkuehl, M., Benson, B. L., Jennett, S., Humfleet, J., Reuter-Lorenz, P. A., Jonides, J., & Seidler, R. D. (2012) · Behavioural Brain Research · doi:10.1016/j.bbr.2011.11.040 · Cited by 115 · see citing works
Hits and misses: leveraging tDCS to advance cognitive research
Berryhill, M. E. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00800 · Cited by 128 · see citing works
Individual differences in the effects of retrieval from long-term memory
Brewer, G. A., & Unsworth, N. (2012) · Journal of Memory and Language · doi:10.1016/j.jml.2011.12.009 · Cited by 114 · see citing works
Bomyea, J., & Amir, N. (2011) · Cognitive Therapy and Research · doi:10.1007/s10608-011-9369-8 · Cited by 101 · see citing works
Memory control ability modulates intrusive memories after analogue trauma
Streb, M., Mecklinger, A., Anderson, M. C., Lass-Hennemann, J., & Michael, T. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.12.032 · Cited by 98 · see citing works
Dynamics of the human structural connectome underlying working memory training
Caeyenberghs, K., Metzler-Baddeley, C., Foley, S., & Jones, D. K. (2016) · The Journal of Neuroscience · doi:10.1523/jneurosci.1973-15.2016 · Cited by 91 · see citing works
Adolescent sleep and working memory performance
GRADISAR, M., TERRILL, G., JOHNSTON, A., & DOUGLAS, P. (2008) · Sleep and Biological Rhythms · doi:10.1111/j.1479-8425.2008.00353.x · Cited by 100 · see citing works
Training working memory: Limits of transfer
Sprenger, A. M., Atkins, S. M., Bolger, D. J., Harbison, J. I., Novick, J. M., Chrabaszcz, J. S., Weems, S. A., Smith, V., Bobb, S., Bunting, M. F., et al. (2013) · Intelligence · doi:10.1016/j.intell.2013.07.013 · Cited by 96 · see citing works
A simultaneous examination of two forms of working memory training: Evidence for near transfer only
Minear, M., Brasher, F., Guerrero, C. B., Brasher, M., Moore, A., & Sukeena, J. (2016) · Memory & Cognition · doi:10.3758/s13421-016-0616-9 · Cited by 85 · see citing works
Morrison, A. B., & Richmond, L. L. (2020) · Cognitive Research: Principles and Implications · doi:10.1186/s41235-019-0201-4 · Cited by 87 · see citing works
Working Memory Capacity is Decreased in Sleep-Deprived Internal Medicine Residents
Gohar, A., Adams, A., Gertner, E., Sackett-Lundeen, L., Heitz, R., Engle, R., Haus, E., & Bijwadia, J. (2009) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.27484 · Cited by 87 · see citing works
Self-citationAcute Psychosocial Stress Increases Cognitive-Effort Avoidance
Bogdanov, M., Nitschke, J. P., LoParco, S., Bartz, J. A., & Otto, A. R. (2021) · Psychological Science · doi:10.1177/09567976211005465 · Cited by 73 · see citing works
Salemink, E., & Wiers, R. W. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0032806 · Cited by 78 · see citing works
Why is working memory capacity related to matrix reasoning tasks?
Harrison, T. L., Shipstead, Z., & Engle, R. W. (2015) · Memory & Cognition · doi:10.3758/s13421-014-0473-3 · Cited by 74 · see citing works
Self-citationDo the effects of working memory training depend on baseline ability level?
Foster, J. L., Harrison, T. L., Hicks, K. L., Draheim, C., Redick, T. S., & Engle, R. W. (2017) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/xlm0000426 · Cited by 76 · see citing works
Self-citationLawlor-Savage, L., & Goghari, V. M. (2016) · PLOS ONE · doi:10.1371/journal.pone.0151817 · Cited by 74 · see citing works
Age differences in credibility judgments of online health information
Liao, Q. V., & Fu, W.-T. (2014) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2534410 · Cited by 71 · see citing works
Understanding the cognitive processes involved in writing to learn
Arnold, K. M., Umanath, S., Thio, K., Reilly, W. B., McDaniel, M. A., & Marsh, E. J. (2017) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000119 · Cited by 69 · see citing works
Bomyea, J., Stein, M. B., & Lang, A. J. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.05.010 · Cited by 61 · see citing works
Gonthier, C., & Roulin, J.-L. (2020) · Journal of Experimental Psychology: General · doi:10.1037/xge0000660 · Cited by 60 · see citing works
Working memory training improves visual short-term memory capacity
Schwarb, H., Nail, J., & Schumacher, E. H. (2016) · Psychological Research · doi:10.1007/s00426-015-0648-y · Cited by 55 · see citing works
Working memory capacity and intra-individual variability of proactive control
Wiemers, E. A., & Redick, T. S. (2018) · Acta Psychologica · doi:10.1016/j.actpsy.2017.11.002 · Cited by 56 · see citing works
Canale, N., Vieno, A., Doro, M., Rosa Mineo, E., Marino, C., & Billieux, J. (2019) · Scientific Reports · doi:10.1038/s41598-019-54911-7 · Cited by 50 · see citing works
The Influence of Individual Differences in Cognitive Ability on Working Memory Training Gains
Wiemers, E. A., Redick, T. S., & Morrison, A. B. (2019) · Journal of Cognitive Enhancement · doi:10.1007/s41465-018-0111-2 · Cited by 48 · see citing works
Individual differences in creative cognition.
Dygert, S. K. C., & Jarosz, A. F. (2020) · Journal of Experimental Psychology: General · doi:10.1037/xge0000713 · Cited by 47 · see citing works
Cuenen, A., Jongen, E. M. M., Brijs, T., Brijs, K., Houben, K., & Wets, G. (2016) · Transportation Research Part F: Traffic Psychology and Behaviour · doi:10.1016/j.trf.2016.06.012 · Cited by 45 · see citing works
A critical review of negative affect and the application of CBT for PTSD
Brown, W. J., Dewey, D., Bunnell, B. E., Boyd, S. J., Wilkerson, A. K., Mitchell, M. A., & Bruce, S. E. (2018) · Trauma, Violence, & Abuse · doi:10.1177/1524838016650188 · Cited by 43 · see citing works
Atkins, S. M., Sprenger, A. M., Colflesh, G. J. H., Briner, T. L., Buchanan, J. B., Chavis, S. E., Chen, S.-Y., Iannuzzi, G. L., Kashtelyan, V., Dowling, E., et al. (2014) · Experimental Psychology · doi:10.1027/1618-3169/a000262 · Cited by 39 · see citing works
Is working memory capacity a causal factor in fluid intelligence?
Burgoyne, A. P., Hambrick, D. Z., & Altmann, E. M. (2019) · Psychonomic Bulletin & Review · doi:10.3758/s13423-019-01606-9 · Cited by 30 · see citing works
Validation of a matrix reasoning task for mobile devices
Pahor, A., Stavropoulos, T., Jaeggi, S. M., & Seitz, A. R. (2019) · Behavior Research Methods · doi:10.3758/s13428-018-1152-2 · Cited by 36 · see citing works
Working memory capacity and task goals modulate error-related ERPs
Coleman, J. R., Watson, J. M., & Strayer, D. L. (2018) · Psychophysiology · doi:10.1111/psyp.12805 · Cited by 33 · see citing works
Zhao, X., Dang, C., & Maes, J. H. R. (2020) · Biological Psychology · doi:10.1016/j.biopsycho.2019.107840 · Cited by 34 · see citing works
The stability of working memory: Do previous tasks influence complex span?
Healey, M. K., Hasher, L., & Danilova, E. (2011) · Journal of Experimental Psychology: General · doi:10.1037/a0024587 · Cited by 33 · see citing works
Anxiety disorders and executive functions: A three-level meta-analysis of reaction time and accuracy
Majeed, N. M., Chua, Y. J., Kothari, M., Kaur, M., Quek, F. Y. X., Ng, M. H. S., Ng, W. Q., & Hartanto, A. (2023) · Psychiatry Research Communications · doi:10.1016/j.psycom.2022.100100 · Cited by 31 · see citing works
Does working memory capacity moderate the interleaving benefit?
Sana, F., Yan, V. X., Kim, J. A., Bjork, E. L., & Bjork, R. A. (2018) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2018.05.005 · Cited by 27 · see citing works
Watford, T. S., & Stafford, J. (2015) · Psychology of Consciousness: Theory, Research, and Practice · doi:10.1037/cns0000039 · Cited by 25 · see citing works
Making it easier for older people to talk to smart homes: the effect of early help prompts
Wolters, K. M., Engelbrecht, K.-P., Gödde, F., Möller, S., Naumann, A., & Schleicher, R. (2010) · Universal Access in the Information Society · doi:10.1007/s10209-009-0184-x · Cited by 18 · see citing works
Vartanian, O., Replete, V., Saint, S. A., Lam, Q., Forbes, S., Beaudoin, M. E., Brunyé, T. T., Bryant, D. J., Feltman, K. A., Heaton, K. J., et al. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.868001 · Cited by 15 · see citing works
Cognitive fatigue weakens the effects of distraction on pain
Vogel, T. A., Desjardins, S., Chabot, B., Otto, A. R., Falk, C. F., & Roy, M. (2023) · Pain · doi:10.1097/j.pain.0000000000002985 · Cited by 15 · see citing works
Which “working memory” are we talking about? Complex span tasks versus N-back
Burgoyne, A. P., Frank, D. J., & Macnamara, B. N. (2025) · Psychonomic Bulletin & Review · doi:10.3758/s13423-024-02622-0 · Cited by 12 · see citing works
O’Connor, E. J., Crozier, A. J., Murphy, A., & Immink, M. A. (2022) · Perceptual and Motor Skills · doi:10.1177/00315125221087523 · Cited by 12 · see citing works
Stenlund, T., & Jonsson, B. (2017) · Frontiers in Education · doi:10.3389/feduc.2017.00002 · Cited by 10 · see citing works
Placekeeping Ability as a Component of Fluid Intelligence: Not Just Working Memory Capacity
Burgoyne, A. P., Hambrick, D. Z., & Altmann, E. M. (2019) · The American Journal of Psychology · doi:10.5406/amerjpsyc.132.4.0439 · Cited by 9 · see citing works
Do speech features for detecting cognitive load depend on specific languages?
Chen, R., Xie, T., Xie, Y., Lin, T., & Tang, N. (2016) · Proceedings of the 18th ACM International Conference on Multimodal Interaction · doi:10.1145/2993148.2993149 · Cited by 8 · see citing works
Testing the testing effect with advanced materials while accounting for individual differences
Redifer, J. L., Myers, S. J., Bae, C. L., Naas, A., & Scott, A. (2026) · Instructional Science · doi:10.1007/s11251-025-09758-z · Cited by 2 · see citing works
Broad and sustained transfer effects of executive n-back working memory training
Cao, D.-Y., Zhang, T.-N., Zhang, Y., Zhang, E., & Zhang, G.-L. (2026) · Psychonomic Bulletin & Review · doi:10.3758/s13423-025-02773-8
- Authors
- Unsworth, N., Heitz, R. P., Schrock, J. C., & Engle, R. W.
- Affiliations
- Georgia Institute of Technology (US)
- Maryville College (US)
- Corresponding author
- Engle, Randall W.
- ORCID
- Engle, Randall W.
- Venue
- Behavior Research Methods
- Published
- 2005-08
- Volume
- 37
- Issue
- 3
- Pages
- 498-505
- ISSN
- 1554-351X (ISSN-L)
- 1554-3528
- OpenAlex
- W2134066710
- Cited by
- 1,861
- References
- 23
- Citations by year
- 2026: 72 · 2025: 95 · 2024: 90 · 2023: 92 · 2022: 94 · 2021: 109 · 2020: 114 · 2019: 126 · 2018: 131 · 2017: 129 · 2016: 126 · 2015: 151 · 2014: 118 · 2013: 101 · 2012: 84
- FWCI
- 20.82
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Behavior Research Methods (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Air Force Office of Scientific Research (F49620, F49620-00-1-131)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- operation span, working memory capacity, test-retest reliability, internal consistency, factor structure, fluid intelligence, reaction time (psychology), psychometric validation
- MeSH terms
- Adolescent, Adult, Electronic Data Processing, Female, Humans, Male, Memory, Reaction Time
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