The concurrent validity of the N -back task as a working memory measure
Abstract
The N-back task is used extensively in literature as a working memory (WM) paradigm and it is increasingly used as a measure of individual differences. However, not much is known about the psychometric properties of this task and the current study aims to shed more light on this issue. We first review the current literature on the psychometric properties of the N-back task. With three experiments using task variants with different stimuli and load levels, we then investigate the nature of the N-back task by investigating its relationship to WM, and its role as an inter-individual difference measure. Consistent with previous literature, our data suggest that the N-back task is not a useful measure of individual differences in WM, partly because of its insufficient reliability. Nevertheless, the task seems to be useful for experimental research in WM and also well predicts inter-individual differences in other higher cognitive functions, such as fluid intelligence, especially when used at higher levels of load.
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N-back is an updating task that shows a substantial correlation with higher-level cognitive measures, including Matrix Reasoning.
“One of the most common tasks used in these WM training studies is the N-back, an updating task that correlates significantly with measures of higher-level cognition, such as Matrix Reasoning20–24.”
From Near transfer to an unrelated N-back task mediates the effect of N-back working memory training on matrix reasoning (2022) · cites this paper as [24]
Transfer to untrained n-back tasks following n-back training holds true when the stimulus items are either from the same or a different domain to the trained items.
“This holds true when the stimulus items are either from both the same (e.g., letters to digits) or different domain (e.g., spatial locations to digits) to the trained items (Li et al., 2008; Jaeggi et al., 2010; Anguera et al., 2012; Bürki et al., 2014; Waris et al., 2015; Küper and Karbach, 2016; Minear et al., 2016; Blacker et al., 2017).”
From Are Working Memory Training Effects Paradigm-Specific? (2019) · cites this paper as Jaeggi et al., 2010
There was evidence suggesting n-back training transfers to n-back tasks with new stimulus materials.
“In line with previous findings, there was evidence suggesting n-back training transfers to n-back tasks with new stimulus materials (Jaeggi et al., 2010; Anguera et al., 2012; Küper and Karbach, 2016; Minear et al., 2016; Soveri et al., 2017).”
From Are Working Memory Training Effects Paradigm-Specific? (2019) · cites this paper as Jaeggi et al., 2010
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“Taken together, the hypothesized conceptual commonalities between the N-back task and the Ospan (and, for the Dspan, differences) were only partly confirmed by the electrophysiological WM load-related measures, indicating a potential need for reconsidering the theoretical accounts on WM tasks and…”
BackgroundMethodAugmentation of working memory training by transcranial direct current stimulation (tDCS)
Ruf, S. P., Fallgatter, A. J., & Plewnia, C. (2017) · Scientific Reports · doi:10.1038/s41598-017-01055-1 · Cited by 167 · see citing works
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“However, the n-back paradigm has recently become the focus of doubts concerning its construct validity as a WM task (Kane et al., 2007; Miller et al., 2009; Jaeggi et al., 2010).”
BackgroundImpairing the useful field of view in natural scenes: Tunnel vision versus general interference
Ringer, R. V., Throneburg, Z., Johnson, A. P., Kramer, A. F., & Loschky, L. C. (2016) · Journal of Vision · doi:10.1167/16.2.7 · Cited by 158 · see citing works
Normative data on the n-back task for children and young adolescents
Pelegrina, S., Lechuga, M. T., García-Madruga, J. A., Elosúa, M. R., Macizo, P., Carreiras, M., Fuentes, L. J., & Bajo, M. T. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01544 · Cited by 155 · see citing works
“The more complex levels such as 2-back and 3- back produce higher reliability coefficients (see Jaeggi et al., 2010).”
BackgroundIlieva, I. P., Hook, C. J., & Farah, M. J. (2015) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00776 · Cited by 154 · see citing works
“Other WM measures •d0 or accuracy •Jaeggi et al. (2010), Kane et al.”
BackgroundThe Link Between Creativity, Cognition, and Creative Drives and Underlying Neural Mechanisms
Khalil, R., Godde, B., & Karim, A. A. (2019) · Frontiers in Neural Circuits · doi:10.3389/fncir.2019.00018 · Cited by 154 · see citing works
Tuning the mind: Exploring the connections between musical ability and executive functions
Slevc, L. R., Davey, N. S., Buschkuehl, M., & Jaeggi, S. M. (2016) · Cognition · doi:10.1016/j.cognition.2016.03.017 · Cited by 146 · see citing works
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Characterizing Attention with Predictive Network Models
Rosenberg, M. D., Finn, E. S., Scheinost, D., Constable, R. T., & Chun, M. M. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.01.011 · Cited by 141 · see citing works
Smoked Cannabis' Psychomotor and Neurocognitive Effects in Occasional and Frequent Smokers
Desrosiers, N. A., Ramaekers, J. G., Chauchard, É., Gorelick, D. A., & Huestis, M. A. (2015) · Journal of Analytical Toxicology · doi:10.1093/jat/bkv012 · Cited by 138 · see citing works
Reporting and Interpreting Working Memory Performance in n-back Tasks
Meule, A. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00352 · Cited by 133 · see citing works
“As the n-back task has been criticized for lacking clear associations with other working memory tasks (Kane et al., 2007; Jaeggi et al., 2010), using more fine-grained analyses of n-back task performance beyond reporting reaction times and accuracy may, therefore, reveal clearer insights about its…”
BackgroundMethodCousijn, J., Wiers, R. W., Ridderinkhof, K. R., van den Brink, W., Veltman, D. J., & Goudriaan, A. E. (2014) · Human Brain Mapping · doi:10.1002/hbm.22342 · Cited by 125 · see citing works
“Cannabis abuse has repeatedly been associated with hyperactivity of the working-memory network, despite normal task performance (e.g., Jacobsen et al., 2007; Jager et al., 2010; Kanayama et al., 2004; Padula et al., 2007; Schweinsburg et al., 2010].”
BackgroundCohen, K., & Weinstein, A. M. (2018) · Brain Sciences · doi:10.3390/brainsci8030040 · Cited by 129 · see citing works
“The load factor n reflects different WM loads; lower n represents an easier task [116].”
BackgroundThe 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
Self-citationWorking memory in older adults declines with age, but is modulated by sex and education
Pliatsikas, C., Veríssimo, J., Babcock, L., Pullman, M. Y., Glei, D. A., Weinstein, M., Goldman, N., & Ullman, M. T. (2018) · Quarterly Journal of Experimental Psychology · doi:10.1177/1747021818791994 · Cited by 131 · see citing works
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“…one training group that trains a battery of working memory tasks (e.g., Klingberg et al. 2005; Mahnke et al. 2006; Li et al. 2008; Holmes et al. 2009; Chein and Morrison 2010) or only one working memory task (e.g., Hempel et al. 2004; Dahlin et al. 2008; Jaeggi et al. 2008; Jolles et al. 2010).”
BackgroundEvolution of Models of Working Memory and Cognitive Resources
Wingfield, A. (2016) · Ear & Hearing · doi:10.1097/aud.0000000000000310 · Cited by 123 · see citing works
“As each item is presented, the participant’s task is to say whether this item is the same as the one before it (1-back), or two items prior (2-back), and so forth, with the distance of the requested match response progressively increased until errors begin to occur (e.g., Jaeggi et al. 2010).”
BackgroundKalafatakis, K., Russell, G. M., Harmer, C. J., Munafo, M. R., Marchant, N., Wilson, A., Brooks, J. C. W., Durant, C. F., Thakrar, J., Murphy, P., et al. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1714239115 · Cited by 120 · see citing works
The Effects of Theta and Gamma tACS on Working Memory and Electrophysiology
Pahor, A., & Jaušovec, N. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00651 · Cited by 120 · see citing works
Scharinger, C., Soutschek, A., Schubert, T., & Gerjets, P. H. (2015) · Psychophysiology · doi:10.1111/psyp.12500 · Cited by 118 · see citing works
Neural effects of short-term training on working memory
Buschkuehl, M., Hernandez-Garcia, L., Jaeggi, S. M., Bernard, J. A., & Jonides, J. (2014) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-013-0244-9 · Cited by 117 · see citing works
Self-citationSensorimotor, language, and working memory representation within the human cerebellum
Ashida, R., Cerminara, N. L., Edwards, R. J., Apps, R., & Brooks, J. C. W. (2019) · Human Brain Mapping · doi:10.1002/hbm.24733 · Cited by 116 · see citing works
Lieberman, H. R., Farina, E. K., Caldwell, J. A., Williams, K. W., Thompson, L., Niro, P. J., Grohmann, K., & McClung, J. P. (2016) · Physiology & Behavior · doi:10.1016/j.physbeh.2016.06.037 · Cited by 113 · see citing works
The effects of synthetic cannabinoids on executive function
Cohen, K., Kapitány‐Fövény, M., Mama, Y., Arieli, M., Rosca, P., Demetrovics, Z., & Weinstein, A. M. (2017) · Psychopharmacology · doi:10.1007/s00213-017-4546-4 · Cited by 109 · see citing works
“The two conditions represent measures of working memory at low and high load (Jaeggi et al. 2010).”
BackgroundCharvet, L. E., Shaw, M., Dobbs, B., Frontario, A., Sherman, K., Bikson, M., Datta, A., Krupp, L., Zeinapour, E., & Kasschau, M. (2017) · Neuromodulation Technology at the Neural Interface · doi:10.1111/ner.12583 · Cited by 102 · see citing works
Stepankova, H., Lukavsky, J., Buschkuehl, M., Kopecek, M., Ripova, D., & Jaeggi, S. M. (2014) · Developmental Psychology · doi:10.1037/a0034913 · Cited by 101 · see citing works
Self-citationTraffic-related Air Pollution and Attention in Primary School Children
Sunyer, J., Suades-González, E., García‐Esteban, R., Rivas, I., Pujol, J., Álvarez‐Pedrerol, M., Forns, J., Querol, X., & Basagaña, X. (2016) · Epidemiology · doi:10.1097/ede.0000000000000603 · Cited by 100 · see citing works
Weeland, J., Moens, M. A., Beute, F., Assink, M., Staaks, J. P. C., & Overbeek, G. (2019) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2019.101326 · Cited by 96 · see citing works
Are forward and backward recall the same? A dual-task study of digit recall
St Clair-Thompson, H. L., & Allen, R. J. (2013) · Memory & Cognition · doi:10.3758/s13421-012-0277-2 · Cited by 98 · see citing works
“…reject the notion that the findings in Experiment 2 reflect increased similarity in basic task demands between n-back and backward recall (e.g., Gevins & Smith, 2000; Jaeggi et al., 2010; Miller, Price, Okun, Montijo & Bowers, 2009; Oberauer, 2005; Shelton, Elliott, Hill, Calamia & Gouvier, 2009).”
BackgroundResultAlkozei, A., Smith, R. S., Pisner, D., Vanuk, J. R., Berryhill, S. M., Fridman, A., Shane, B. R., Knight, S. A., & Killgore, W. D. S. (2016) · SLEEP · doi:10.5665/sleep.6090 · Cited by 97 · see citing works
Kessels, R. P. C. (2018) · The Clinical Neuropsychologist · doi:10.1080/13854046.2018.1518489 · Cited by 94 · see citing works
“As a result Jaeggi et al. (2010) conclude that the N-back paradigm should not be used for measuring individuals differences in working memory performance, as an unreliable test by definition has poor validity.”
BackgroundDeldar, Z., Gevers‐Montoro, C., Khatibi, A., & Saidi, L. G. (2020) · AIMS neuroscience · doi:10.3934/neuroscience.2021001 · Cited by 94 · 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
“This is a smaller training improvement than reported by Jaeggi et al. (2010) where participants were achieving an average n-back level of close to 7-back by the end of a similar training regime.”
MethodResultInfluentialJob, V., Bernecker, K., Miketta, S., & Friese, M. (2015) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000042 · Cited by 86 · see citing works
Nygaard, E., Slinning, K., Moe, V., & Walhovd, K. B. (2015) · Child Neuropsychology · doi:10.1080/09297049.2015.1092509 · Cited by 85 · see citing works
Campbell, J. L., Langdon, D. W., Cercignani, M., & Rashid, W. (2016) · Neural Plasticity · doi:10.1155/2016/4292585 · Cited by 81 · see citing works
“The task becomes more difficult with increasing “n” and therefore becomes a more complex task involving working memory and is highly dependent on information processing speed [158].”
BackgroundNeuromorphic learning, working memory, and metaplasticity in nanowire networks
Loeffler, A., Álvarez, A. D., Zhu, R., Ganesh, N., Shine, J. M., Nakayama, T., & Kuncic, Z. (2023) · Science Advances · doi:10.1126/sciadv.adg3289 · Cited by 79 · see citing works
Brielmann, A. A., & Pelli, D. G. (2017) · Current Biology · doi:10.1016/j.cub.2017.04.018 · Cited by 79 · see citing works
Gong, D., He, H., Ma, W., Liu, D., Huang, M., Dong, L., Gong, J., Li, J., Luo, C., & Yao, D. (2016) · Neural Plasticity · doi:10.1155/2016/9803165 · Cited by 78 · see citing works
N-back Versus Complex Span Working Memory Training
Blacker, K. J., Negoita, S., Ewen, J. B., & Courtney, S. M. (2017) · Journal of Cognitive Enhancement · doi:10.1007/s41465-017-0044-1 · Cited by 74 · see citing works
Santos, M. D., Hardy‐Léger, I., Rigal, O., Licaj, I., Dauchy, S., Lévy, C., Noal, S., Ségura, C., Delcambre, C., Allouache, D., et al. (2020) · Cancer · doi:10.1002/cncr.33186 · Cited by 74 · see citing works
Daglas, R., Yücel, M., Cotton, S., Allott, K., Hetrick, S. E., & Berk, M. (2015) · International Journal of Bipolar Disorders · doi:10.1186/s40345-015-0024-2 · Cited by 73 · see citing works
Pushing the Limits: Chronotype and Time of Day Modulate Working Memory-Dependent Cerebral Activity
Schmidt, C., Collette, F., Reichert, C., Maire, M., Vandewalle, G., Peigneux, P., & Cajochen, C. (2015) · Frontiers in Neurology · doi:10.3389/fneur.2015.00199 · Cited by 69 · see citing works
Pornographic Picture Processing Interferes with Working Memory Performance
Laier, C., Schulte, F. P., & Brand, M. (2012) · The Journal of Sex Research · doi:10.1080/00224499.2012.716873 · Cited by 74 · see citing works
Conceptualising and measuring working memory and its relationship to aphasia
Wright, H. H., & Fergadiotis, G. (2011) · Aphasiology · doi:10.1080/02687038.2011.604304 · Cited by 72 · see citing works
Acute Supramaximal Exercise Increases the Brain Oxygenation in Relation to Cognitive Workload
Bediz, C. Ş., Öniz, A., Güdücü, Ç., Demirci, E. U., Ogut, H., Günay, E., Çetinkaya, C., & Özgören, M. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00174 · Cited by 71 · see citing works
“N-Back test, which mainly evaluates the working memory as well as sustained attention, was administrated to evaluate working memory and inhibitory control of irrelevant information (Jonides et al., 1997; Jaeggi et al., 2010).”
MethodTransfer after Dual <i>n</i> -Back Training Depends on Striatal Activation Change
Salminen, T., Kühn, S., Frensch, P. A., & Schubert, T. (2016) · The Journal of Neuroscience · doi:10.1523/jneurosci.2305-15.2016 · Cited by 70 · see citing works
“As proposed by several investigators (e.g., Jaeggi et al., 2010), the n-back task is based more on less demanding recognition processes, whereas the WM updating task requires the coordination of recalled items during WM updating.”
BackgroundMethodResultInfluentialAbbasi, A. M., Motamedzade, M., Aliabadi, M., Golmohammadi, R., & Tapak, L. (2019) · Health Promotion Perspectives · doi:10.15171/hpp.2019.07 · Cited by 70 · see citing works
Peng, Z., Dai, C., Ba, Y., Zhang, L., Shao, Y., & Tian, J. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00469 · Cited by 69 · see citing works
“The n-back task is considered a common method to assess working memory (Owen et al., 2005; Jaeggi et al., 2010).”
MethodAtypical working memory decline across the adult lifespan in autism spectrum disorder?
Lever, A. G., Werkle‐Bergner, M., Brandmaier, A. M., Ridderinkhof, K. R., & Geurts, H. M. (2015) · Journal of Abnormal Psychology · doi:10.1037/abn0000108 · Cited by 69 · see citing works
Distinct functional and structural neural underpinnings of working memory
Owens, M. M., Duda, B., Sweet, L. H., & MacKillop, J. M. (2018) · NeuroImage · doi:10.1016/j.neuroimage.2018.03.022 · Cited by 68 · see citing works
“For example, N-Back accuracy has exhibited only modest associations with digit span as a measure of WM (Kane et al., 2007; Jacola et al., 2014).”
Clinical utility of the N-back task in functional neuroimaging studies of working memory
Jacola, L. M., Willard, V. W., Ashford, J. M., Ogg, R. J., Scoggins, M., Jones, M. M., Wu, S., & Conklin, H. M. (2014) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803395.2014.953039 · Cited by 68 · see citing works
Exploring <i>N</i> -Back Cognitive Training for Children With ADHD
Jones, M. R., Katz, B., Buschkuehl, M., Jaeggi, S. M., & Shah, P. (2020) · Journal of Attention Disorders · doi:10.1177/1087054718779230 · Cited by 64 · see citing works
Self-citationStrand, M. T., Hawk, L. W., Bubnik, M., Shiels, K., Pelham, W. E., & Waxmonsky, J. G. (2012) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-012-9627-6 · Cited by 67 · see citing works
“N-Back Visuo-Spatial Working Memory Task, Baseline Version The baseline visuo-spatial n-back task was similar to those used in recent research with children and adults (see also Ehlis et al. 2008; Jaeggi et al. 2009; Postle et al. 2005; Shallice et al. 2002).”
MethodAbbasi, A. M., Motamedzade, M., Aliabadi, M., Golmohammadi, R., & Tapak, L. (2020) · Applied Ergonomics · doi:10.1016/j.apergo.2020.103189 · Cited by 67 · see citing works
Don’t Lose Your Brain at Work – The Role of Recurrent Novelty at Work in Cognitive and Brain Aging
Oltmanns, J., Godde, B., Winneke, A. H., Richter, G., Niemann, C., Voelcker‐Rehage, C., Schömann, K., & Staudinger, U. M. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00117 · Cited by 67 · see citing works
“Part one gathered information on demographic variables (age, gender, educational attainment, years of education, family status, and number of children).”
BackgroundMethodInfluentialMcDougall, S. J. P., & House, B. (2012) · Aging Neuropsychology and Cognition · doi:10.1080/13825585.2011.640656 · Cited by 65 · see citing works
“However, a recent study by Jaeggi, Buschkuehl, Jonides, and Perrig (2008 ) received particular attention because it demonstrated transfer of training from a working memory task (the n -back task; Jaeggi, Buschkuehl, Perrig, & Meier, 2010 ) to Raven's matrices, a test of fluid intelligence.”
BackgroundTrujillo, J. P., Gerrits, N. J. H. M., Veltman, D. J., Berendse, H. W., van der Werf, Y. D., & van den Heuvel, O. A. (2015) · Human Brain Mapping · doi:10.1002/hbm.22723 · Cited by 66 · see citing works
Why is working memory performance unstable? A review of 21 factors
Blasiman, R. N., & Was, C. A. (2018) · Europe’s Journal of Psychology · doi:10.5964/ejop.v14i1.1472 · Cited by 65 · see citing works
Williams, T. B., Corbett, J., McMorris, T., Young, J. S., Dicks, M., Ando, S., Thelwell, R., Tipton, M., & Costello, J. T. (2019) · Experimental Physiology · doi:10.1113/ep087647 · Cited by 65 · see citing works
Design by nature: The influence of windows on cognitive performance and affect
Sharam, L. A., Mayer, K. M., & Baumann, O. (2022) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2022.101923 · Cited by 64 · see citing works
Long-term brain effects of N-back training: an fMRI study
Miró‐Padilla, A., Bueichekú, E., Ventura‐Campos, N., Flores-Compañ, M.-J., Parcet, M. A., & Ávila, C. (2018) · Brain Imaging and Behavior · doi:10.1007/s11682-018-9925-x · Cited by 62 · see citing works
Divergent Research Methods Limit Understanding of Working Memory Training
Pergher, V., Shalchy, M. A., Pahor, A., Van Hulle, M. M., Jaeggi, S. M., & Seitz, A. R. (2020) · Journal of Cognitive Enhancement · doi:10.1007/s41465-019-00134-7 · Cited by 56 · see citing works
Self-citationAbbasi, A. M., Motamedzade, M., Aliabadi, M., Golmohammadi, R., & Tapak, L. (2018) · Building Acoustics · doi:10.1177/1351010x18779518 · Cited by 61 · see citing works
Hinss, M. F., Jahanpour, E., Somon, B., Pluchon, L., Dehais, F., & Roy, R. N. (2023) · Scientific Data · doi:10.1038/s41597-022-01898-y · Cited by 61 · see citing works
“The N-Back task is a popular task for eliciting different levels of mental workload by taking working memory, while keeping visual stimuli as well as motor responses constant 20,33 .”
MethodWorking 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
Metacognition of multitasking: How well do we predict the costs of divided attention?
Finley, J. R., Benjamin, A. S., & McCarley, J. S. (2014) · Journal of Experimental Psychology Applied · doi:10.1037/xap0000010 · Cited by 59 · see citing works
“Some relevant work on metacognition about visual attention has suggested that people tend to overestimate their ability to detect changes (Levin, Momen, Drivdahl, & Simons, 2000) and their ability to simultaneously allocate attention to multiple locations in natural scenes (Kawahara, 2010).”
Construct validity and reliability of working memory tasks for people with aphasia
DeDe, G., Ricca, M., Knilans, J., & Trubl, B. (2014) · Aphasiology · doi:10.1080/02687038.2014.895973 · Cited by 59 · see citing works
“For example, Jaeggi et al. (2010) found that the correlation between n-back tasks and reading span was close to zero.”
BackgroundInfluentialCousijn, J., Vingerhoets, W. A. M., Koenders, L., de Haan, L., van den Brink, W., Wiers, R. W. H. J., & Goudriaan, A. E. (2013) · Addiction Biology · doi:10.1111/adb.12111 · Cited by 58 · see citing works
“Moreover, the n-back task is a reliable task to investigate functionality of the working-memory network, but it has poor reliability as a behavioral measure of working-memory (Jaeggi et al. 2010).”
BackgroundWalitt, B. T., Čeko, M., Khatiwada, M., Gracely, J. L., Rayhan, R. U., VanMeter, J. W., & Gracely, R. H. (2016) · NeuroImage Clinical · doi:10.1016/j.nicl.2016.01.021 · Cited by 61 · see citing works
“In the classic N-back task (Jaeggi et al., 2010) only a proportion of the displayed letters are “targets” (typically 30%); here subjects are required to continuously specify the current letter (0back) or the letter presented two previously (2back).”
BackgroundThe use of standardised short-term and working memory tests in aphasia research: a systematic review
Murray, L. L., Salis, C., Martin, N., & Dralle, J. (2016) · Neuropsychological Rehabilitation · doi:10.1080/09602011.2016.1174718 · Cited by 60 · see citing works
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The effect of threat on attentional interruption by pain
Moore, D., Keogh, E., & Eccleston, C. (2012) · Pain · doi:10.1016/j.pain.2012.09.009 · Cited by 57 · see citing works
Sleep-Wake Regulation and Its Impact on Working Memory Performance: The Role of Adenosine
Reichert, C., Maire, M., Schmidt, C., & Cajochen, C. (2016) · Biology · doi:10.3390/biology5010011 · Cited by 56 · see citing works
“Updating information in the short-term storage, and particularly underlying cerebral correlates, were often deduced by performance in the n-back task (see [141] for discussion).”
BackgroundAre Working Memory Training Effects Paradigm-Specific?
Holmes, J., Woolgar, F., Hampshire, A., & Gathercole, S. E. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01103 · Cited by 55 · see citing works
A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
Bijarsari, S. E. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.648586 · Cited by 54 · see citing works
Frost, A., Moussaoui, S., Kaur, J., Aziz, S., Fukuda, K., & Niemeier, M. (2021) · Acta Psychologica · doi:10.1016/j.actpsy.2021.103398 · Cited by 53 · see citing works
Exposure to greenspace and bluespace and cognitive functioning in children – A systematic review
Buczyłowska, D., Zhao, T., Singh, N., Jurczak, A., Siry, A. M., & Markevych, I. (2023) · Environmental Research · doi:10.1016/j.envres.2023.115340 · Cited by 53 · see citing works
Gaudeau-Bosma, C., Moulier, V., Allard, A.-C., Sidhoumi, D., Bouaziz, N., Braha, S., Emmanuelle Volle, C., & Januel, D. (2012) · Brain stimulation · doi:10.1016/j.brs.2012.10.009 · Cited by 52 · see citing works
- Authors
- Jaeggi, S. M., Buschkuehl, M., Perrig, W. J., & Meier, B.
- Affiliations
- University of Michigan (US)
- University of Bern (CH)
- Corresponding author
- Jaeggi, Susanne M.
- Venue
- Memory
- Publisher
- Informa UK Limited
- Published
- 2010-04-19
- Volume
- 18
- Issue
- 4
- Pages
- 394-412
- ISSN
- 0965-8211 (ISSN-L)
- 1464-0686
- OpenAlex
- W2104281515
- Semantic Scholar
- 1cdd5a855d4ded37954d52981b618cd9a6576f96
- Cited by
- 981
- References
- 77
- Citations by year
- 2026: 85 · 2025: 92 · 2024: 112 · 2023: 70 · 2022: 85 · 2021: 78 · 2020: 57 · 2019: 79 · 2018: 62 · 2017: 55 · 2016: 48 · 2015: 50 · 2014: 39 · 2013: 26 · 2012: 24
- FWCI
- 28.44
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Memory (publishedVersion)
- PubMed (publishedVersion)
- BORIS (University Library Bern) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- n-back task, working memory, concurrent validity, individual differences, reliability statistics, fluid intelligence, workload, psychometric properties
- MeSH terms
- Adolescent, Adult, Association Learning, Attention, Female, Humans, Individuality, Intelligence, Male, Memory, Short-Term, Neuropsychological Tests, Pattern Recognition, Visual, Psychometrics, Reaction Time, Reading, Retention, Psychology, Serial Learning, Speech Perception, Verbal Learning, Reproducibility of Results, Young Adult, Executive Function
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 ›
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