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The neural basis of task-switching in working memory: effects of performance and aging.
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We studied the performance of young and senior subjects on a well known working memory task, the Operation Span. This is a dual-task in which subjects perform a memory task while simultaneously verifying simple equations. Positron-emission tomography scans were taken during performance. Both young and senior subjects demonstrated a cost in accuracy and latency in the Operation Span compared with performing each component task alone (math verification or memory only). Senior subjects were disproportionately impaired relative to young subjects on the dual-task. When brain activation was examined for senior subjects, we found regions in prefrontal cortex that were active in the dual-task, but not in the component tasks. Similar results were obtained for young subjects who performed relatively poorly on the dual-task; however, for young subjects who performed relatively well in the dual-task, we found no prefrontal regions that were active only in the dual-task. Results are discussed as they relate to the executive component of task switching.
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“suggesting that dual tasking may require both WM capacity and IC mechanisms (Towse et al., 2000; Smith et al., 2001; Unsworth, 2010; Chein et al., 2011).”
From Training on Working Memory and Inhibitory Control in Young Adults (2016) · cites this paper as Smith et al., 2001
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“Such additional activations in complementary PFC regions might reflect compensatory activity, possibly due to the engagement of general-purpose mechanisms to assist in resolving difficult task demand”
BackgroundNeuroimaging studies of working memory:
Wager, T. D., & Smith, E. E. (2003) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.3.4.255 · Cited by 1,889
Unsworth, N., & Engle, R. W. (2007) · Psychological Review · doi:10.1037/0033-295x.114.1.104 · Cited by 1,307
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“Shifting attention has been typically discussed as a unitary construct, alternately called attention switching, task switching, or attention shifting (Corbetta et al., 1993; Smith et al., 2001).”
BackgroundBrain imaging of the central executive component of working memory
Collette, F., & Van der Linden, M. (2002) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(01)00063-x · Cited by 617
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
Rajah, M. N., & D'Esposito, M. (2005) · Brain · doi:10.1093/brain/awh608 · Cited by 513
“In a few studies, older subjects exhibited less left ventral PFC activity [3/9 studies; Grady et al., 1998; Jonides et al., 2000; Smith et al., 2001] and less right ventral PFC activity [2/9 studies; Grady et al.”
BackgroundMethodResultInfluentialCommon and unique components of response inhibition revealed by fMRI
Wager, T. D., Sylvester, C.-Y. C., Lacey, S. C., Nee, D. E., Franklin, M., & Jonides, J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.01.054 · Cited by 486
“The positive correlations we observed may seem counterintuitive, as activation of inhibitory mechanisms that prevent interference might be expected to produce low behavioral interference scores, but they are consistent with similar individual differences effects in task switching (Smith et al., 2001; Wager, 2003).”
ResultExploration of the neural substrates of executive functioning by functional neuroimaging
Collette, F., Hogge, M., Salmon, E., & Van der Linden, M. (2006) · Neuroscience · doi:10.1016/j.neuroscience.2005.05.035 · Cited by 464
“However, other studies have not demonstrated any additional prefrontal activity during dual-task performance (Adcock et al., 2000; Bunge et al., 2000; Klingberg, 1998; Smith et al., 2001).”
BackgroundHuman Neuroscience and the Aging Mind: A New Look at Old Problems
Reuter‐Lorenz, P. A., & Park, D. C. (2010) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbq035 · Cited by 516
Brain mechanisms of proactive interference in working memory
Jonides, J., & Nee, D. E. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.06.042 · Cited by 472
“Smith et al. (2001) compared brain activations due to the operation-span task with each of the component tasks alone.”
InfluentialNew visions of the aging mind and brain
Reuter-Lorenz, P. A. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(02)01957-5 · Cited by 426
Enhancing cognition with video games: a multiple game training study
Oei, A. C., & Patterson, M. D. (2013) · PLoS ONE · doi:10.1371/journal.pone.0058546 · Cited by 398
“Previous neuroimaging research indicated that performance in complex span tasks such as the one used here actively recruited the left dorsolateral prefrontal cortex, an area linked with executive processes, but not when either the span or arithmetic tasks were performed in isolation [48].”
BackgroundDifferences in the functional neuroanatomy of inhibitory control across the adult life span.
Nielson, K. A., Langenecker, S. A., & Garavan, H. (2002) · Psychology and Aging · doi:10.1037//0882-7974.17.1.56 · Cited by 406
Spreng, R. N., Wojtowicz, M. A., & Grady, C. L. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2010.01.009 · Cited by 383
Localization of Executive Functions in Dual-Task Performance with fMRI
Szameitat, A. J., Schubert, T., Müller, K., & von Cramon, D. Y. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902760807195 · Cited by 348
“D 2002 Massachusetts Institute of Technology Journal of Cognitive Neuroscience 14:8, pp. 1184 – 1199 conditions (see also Smith et al., 2001 ).”
BackgroundExecutive functions and neurocognitive aging: dissociable patterns of brain activity
Turner, G. R., & Spreng, R. N. (2011) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2011.06.005 · Cited by 332
Age-related differences in brain activation during emotional face processing
Gunning‐Dixon, F. M., Gur, R. C., Perkins, A. C., Schroeder, L. F., Turner, T. H., Turetsky, B. I., Chan, R. M., Loughead, J., Alsop, D. C., Maldjian, J. A., et al. (2002) · Neurobiology of Aging · doi:10.1016/s0197-4580(02)00099-4 · Cited by 315
“These investigations have examined episodic memory [10–12,26,33,46,48,67], working memory [32,51,64,66], attention [5,39,47], and executive functioning [71].”
BackgroundAge-related differences in the functional connectivity of the hippocampus during memory encoding
Grady, C. L., McIntosh, A. R., & Craik, F. I. M. (2003) · Hippocampus · doi:10.1002/hipo.10114 · Cited by 277
“In addition, there are reports of increased activity in dorsolateral prefrontal cortex in young adults for words that are later forgotten (Otten and Rugg, 2001b), and during verbal memory tasks in those young adults who perform more poorly on the task (Smith et al., 2001).”
BackgroundCerebral aging: integration of brain and behavioral models of cognitive function
Park, D. C., Polk, T. A., Mikels, J. A., Taylor, S. F., & Marshuetz, C. (2001) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2001.3.3/dcpark · Cited by 271
Chee, M. W. L., Chuah, L. Y. M., Venkatraman, V., Chan, W. Y., Philip, P., & Dinges, D. F. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.12.001 · Cited by 268
“In some reports, lower prefrontal activation has been linked to better behavioral performance (Smith et al., 2001).”
BackgroundOn the Involvement of Prefrontal Networks in Cognitive Ageing
Tisserand, D. J., & Jolles, J. (2003) · Cortex · doi:10.1016/s0010-9452(08)70880-3 · Cited by 256
“Furthermore, in a study which compared performance on a dual-task with performance on either task alone (Smith et al., 2001) it was found that both older subjects and young poor performers activated the left PFC during a demanding dual-task, whereas young good performers did not.”
ResultNeuroimaging of Healthy Cognitive Aging
Dennis, N. A., & Cabeza, R. E. L. (2011) · doi:10.4324/9780203837665-6 · Cited by 252
“Also consistent with this account, PFC regions were differentially engaged by younger adults with limited cognitive resources (Smith et al., 2001).”
BackgroundNash Unsworth, A., & Robison, M. K. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1220-5 · Cited by 277
“For example, prior research has shown that the FPN is extensively activated during complex working memory span tasks compared to baseline tasks (Bunge et al., 2000; Chein et al., 2011; Faraco et al., 2011; Kondo et al., 2004; Osaka et al., 2003; Smith et al., 2001).”
MethodDiGirolamo, G. J., Kramer, A. F., Barad, V., Cepeda, N. J., Weissman, D. H., Milham, M. P., Wszalek, T., Cohen, N. J., Banich, M. T., WEBB, A. G., et al. (2001) · Neuroreport · doi:10.1097/00001756-200107030-00054 · Cited by 246
Osaka, N., Osaka, M., Kondo, H. M., Morishita, M., Fukuyama, H., & Shibasaki, H. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.069 · Cited by 250
“Using PET, Smith et al. (2001) found activation in the left PFC during operation span task.”
MethodThe influence of normal human ageing on automatic movements
Wu, T., & Hallett, M. (2004) · The Journal of Physiology · doi:10.1113/jphysiol.2004.076042 · Cited by 240
“In a previous study of the ageing effect on dual tasks, Smith et al. (2001) found that the left prefrontal cortex only activated in the dual task in aged subjects.”
BackgroundBurgess, G. C., Gray, J. R., Conway, A. R. A., & Braver, T. S. (2011) · Journal of Experimental Psychology: General · doi:10.1037/a0024695 · Cited by 231
“Bunge, Klingberg , Jacobsen, and Gabrieli (2000) and Smith et al. (2001) found increased lateral PFC and parietal activation in dual-task WM tasks (analogous to complex span tasks).”
Kondo, H., Osaka, N., & Osaka, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.06.014 · Cited by 227
“Neuroimaging studies have demonstrated that the anterior cingulate cortex (ACC) and dorsolateral prefrontal cortex (DLPFC) are neural bases of the central executive for dual-task performance (Bunge et al., 2000; D’Esposito et al., 1995; Smith et al., 2001) and Stroop task performance (Bush et al.”
BackgroundLife-span development of visual working memory: When is feature binding difficult?
Cowan, N., Naveh‐Benjamin, M., Kilb, A., & Saults, J. S. (2006) · Developmental Psychology · doi:10.1037/0012-1649.42.6.1089 · Cited by 222
“At first glance, one might suppose that performance deficits in older adults in mixed trial blocks could be obtained as a result of deficits in task switching (e.g., Kramer, Sowon, & Gopher, 1999; Smith et al., 2001).”
Stride-to-stride variability while backward counting among healthy young adults
Beauchet, O., Dubost, V., Herrmann, F. R., & Kressig, R. W. (2005) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/1743-0003-2-26 · Cited by 220
Gurd, J. M., Amunts, K., Weiss, P. H., Zafiris, O., Zilles, K., Marshall, J. C., & Fink, G. R. (2002) · Brain · doi:10.1093/brain/awf093 · Cited by 213
“Smith and colleagues likewise found no prefrontal regions that were active only during performance of a dual task in young subjects who performed the tasks well (Smith et al., 2001).”
Clapp, W. C., Rubens, M. T., Sabharwal, J., & Gazzaley, A. H. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1015297108 · Cited by 225
“Of note, older adults have been shown to exhibit impaired task-switching abilities (17, 18), which may be a consequence of any of these possibilities.”
BackgroundThe neural basis of individual differences in working memory capacity: an fMRI study
Osaka, M., Osaka, N., Kondo, H. M., Morishita, M., Fukuyama, H., Aso, T., & Shibasaki, H. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00032-0 · Cited by 235
FMRI of working memory in patients with mild cognitive impairment and probable Alzheimer’s disease
Yetkin, F. Z., Rosenberg, R. N., Weiner, M., Purdy, P. D., & Cullum, C. M. (2005) · European Radiology · doi:10.1007/s00330-005-2794-x · Cited by 203
“Successful performance is an influential factor on brain activation detected with functional imaging [9, 28, 49, 50].”
BackgroundFunctional roles of the cingulo-frontal network in performance on working memory
Kondo, H. M., Morishita, M., Osaka, N., Osaka, M., Fukuyama, H., & Shibasaki, H. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.046 · Cited by 195
“Smith et al. (2001) compared brain activities of good performers with those of poor performers using the operation span task.”
BackgroundMethodGRADY, C., McIntosh, A. R., & Craik, F. I. M. (2005) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2004.12.016 · Cited by 190
Domain-general mechanisms of complex working memory span
Chein, J. M., Moore, A., & Conway, A. R. A. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.067 · Cited by 202
“One of the few labs to administer CWMS in an imaging environment (Smith et al., 2001) noted this juxtaposition: “…by and large the WM tasks used in neuroimaging are not the kinds of tasks that correlate with higher-level cognition.”
InfluentialAge-Related Changes in Working Memory during Sentence Comprehension: An fMRI Study
Grossman, M., Cooke, A., DeVita, C., Alsop, D. C., Detre, J. A., Chen, W., & Gee, J. C. (2002) · NeuroImage · doi:10.1006/nimg.2001.0971 · Cited by 191
“Right parietal cortex was not recruited during WM studies of letters and numbers in seniors (Reuter-Lorenz et al., 2000; Smith et al., 2001 ).”
BackgroundResultInfluentialRossi, S., Miniussi, C., Pasqualetti, P., Babiloni, C., Rossini, P. M., & Cappa, S. F. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.0703-04.2004 · Cited by 184
“…tasks, age-related bi-hemispheric activation versus the hemispheric asymmetry of the young has been interpreted as a compensatory mechanism similar to what happens for the execution of simple motor tasks (Babiloni et al., 2000; Reuter- Lorenz et al., 2000; Smith et al., 2001; Mattay et al., 2002).”
On how high performers keep cool brains in situations of cognitive overload
JAEGGI, S. M., BUSCHKUEHL, M., ETIENNE, A., OZDOBA, C., PERRIG, W. J., & NIRKKO, A. C. (2007) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.7.2.75 · Cited by 159
“Looking at the load-dependent activation patterns for each performance group separately, a comparable activation pattern was observed in the three prefrontal VOIs (DLPFC, IFG, and sf): Whereas the low-performing group showed an activation increase, the high-performing group showed the inverted U-shaped pattern.”
BackgroundInfluentialDreher, J. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.4.329 · Cited by 169
The association between computer use and cognition across adulthood: Use it so you won't lose it?
Tun, P. A., & Lachman, M. E. (2010) · Psychology and Aging · doi:10.1037/a0019543 · Cited by 174
“Neuroimaging shows that older adults recruit areas of prefrontal cortex during executive function tasks (Smith et al., 2001) and that older adults with greater computer experience show greater brain activation in frontal regions during an Internet searching task (Small et al., 2009).”
BackgroundFunctional implications of age differences in motor system connectivity
Langan, J. (2010) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2010.00017 · Cited by 168
Functional neuroanatomy of interference in overlapping dual tasks: an fMRI study
Schubert, T., & Szameitat, A. J. (2003) · Cognitive Brain Research · doi:10.1016/s0926-6410(03)00198-8 · Cited by 163
Springer, M. V., McIntosh, A. R., Winocur, G., & Grady, C. L. (2005) · Neuropsychology · doi:10.1037/0894-4105.19.2.181 · Cited by 153
“An interesting parallel to these findings is a study by Smith et al. (2001) involving task-switching in working memory.”
ResultInvolvement of both prefrontal and inferior parietal cortex in dual-task performance
Collette, F., Olivier, L., der Linden, M. V., Laureys, S., Delfiore, G., Luxen, A., & Salmon, É. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.01.023 · Cited by 149
“[54], in which only subjects with the lower dual-task performance recruited the left dorsolateral prefrontal cortex.”
BackgroundResultInfluentialMechanisms Underlying Age- and Performance-related Differences in Working Memory
Daffner, K. R., Chong, H., Sun, X., Tarbi, E. C., Riis, J. L., McGinnis, S. M., & Holcomb, P. J. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21540 · Cited by 161
“Understanding age-related changes in working memory (WM) (Smith et al., 2001; Hartley, 1992; Dobbs & Rule, 1989) is critical, given the importance of their contribution to cognitive decline in old age (Oberauer, 2005; Salthouse & Ferrer-Caja, 2003).”
BackgroundGrammatical and resource components of sentence processing in Parkinson’s disease
Grossman, M., Cooke, A., DeVita, C., Lee, C., Alsop, D. C., Detre, J. A., Gee, J. C., Chen, W., Stern, M. B., & Hurtig, H. I. (2003) · Neurology · doi:10.1212/01.wnl.0000044398.73241.13 · Cited by 143
Anterior Prefrontal Cortex Mediates Rule Learning in Humans
Strange, B. A. (2001) · Cerebral Cortex · doi:10.1093/cercor/11.11.1040 · Cited by 142
“It should be noted, however, that task switching has been shown to engage other cortical areas besides prefrontal cortex (Kimberg et al., 2000; Smith et al., 2001).”
BackgroundImpairment in abstraction and set shifting in aged Rhesus monkeys
Moore, T. L. (2002) · Neurobiology of Aging · doi:10.1016/s0197-4580(02)00054-4 · Cited by 139
“These abilities govern problem solving, utilizing environmental feedback and adaptation, all of which are considered to be mediated primarily by the prefrontal cortices [44,58,59,66,76,78].”
BackgroundZanto, T. P., & Gazzaley, A. H. (2019) · Handbook of clinical neurology · doi:10.1016/b978-0-12-804281-6.00020-3 · Cited by 147
The Neural Basis for Categorization in Semantic Memory
Grossman, M., Smith, E. E., Koenig, P. L., Glosser, G., DeVita, C., Moore, P., & McMillan, C. T. (2002) · NeuroImage · doi:10.1006/nimg.2002.1273 · Cited by 131
“Other work associates dorsolateral prefrontal cortex with the strategic manipulation of information that is being held in working memory ( Smith et al., 1999, 2001 ) and with task switching (Paulus et al., 2001; Rowe and Passingham 2001; Savage et al., 2001; Seger et al., 2000a) in healthy subjects.”
BackgroundResting hippocampal blood flow, spatial memory and aging
Heo, S., Prakash, R. S., Voss, M. W., Erickson, K. I., Ouyang, C., Sutton, B. P., & Kramer, A. F. (2009) · Brain Research · doi:10.1016/j.brainres.2009.12.020 · Cited by 126
“This is in line with studies that have shown a differential detriment to older adults with increased task difficulty (Erickson et al, 2007; Prakash et al., 2009; Smith et al., 2001).”
ResultDifferential effects of age on subcomponents of response inhibition
Sebastian, A., Baldermann, C., Feige, B., Katzev, M., Scheller, E., Hellwig, B., Lieb, K., Weiller, C., Tüscher, O., & Klöppel, S. (2013) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2013.03.013 · Cited by 127
“…other studies indicating that high cognitive load might eventually result in reaching a resource ceiling in older adults, which is reflected in performance decline associated with hypoactivation of neural networks (Cappell et al., 2010; Mattay et al., 2006; Rypma et al., 2007; Smith et al., 2001).”
Changes in gait while backward counting in demented older adults with frontal lobe dysfunction
Allali, G., Kressig, R. W., Assal, F., Herrmann, F. R., Dubost, V., & Beauchet, O. (2007) · Gait & Posture · doi:10.1016/j.gaitpost.2006.12.011 · Cited by 121
CNTRICS Final Task Selection: Working Memory
Barch, D. M., Berman, M. G., Engle, R. F., Jones, J. H., Jonides, J., MacDonald, A. W., Nee, D. E., Redick, T. S., & Sponheim, S. R. (2008) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn153 · Cited by 124
The missing link between action and cognition
Serrien, D. J., Ivry, R. B., & Swinnen, S. P. (2007) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2007.02.003 · Cited by 126
“, poor performing young or elderly subjects (Smith et al., 2001).”
BackgroundHaier, R. J., White, N. S., & Alkire, M. T. (2003) · Intelligence · doi:10.1016/s0160-2896(03)00025-4 · Cited by 119
“Also, deactivation with transcranial magnetic stimulation of the left but not the right BA 37 inhibits object naming (Stewart et al., 2001) and Smith et al. (2001) reported left but not right differences in BA 37/19 between good and poor performers on a task-switching test.”
Increased brain activation during verbal learning in obstructive sleep apnea
Ayalon, L., Ancoli‐Israel, S., Klemfuss, J. Z., Shalauta, M. D., & Drummond, S. P. A. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.042 · Cited by 117
“For example, decreased activation has been reported in both older adults (Smith et al., 2001) and sleep deprived young adults (Drummond et al., 1999; Thomas et al., 2000) during arithmetic working memory tasks.”
Cerebellum and integration of neural networks in dual-task processing
Wu, T., Liu, J., Hallett, M., Zheng, Z., & Chan, P. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.10.004 · Cited by 121
“, 2002, 2006; Wu and Hallett, 2008), while others found no evidence that there are any areas related to dual-task performance (Adcock et al., 2000; Bunge et al., 2000; Jiang, 2004; Klingberg, 1998; Smith et al., 2001), or found”
BackgroundOverrecruitment in the Aging Brain as a Function of Task Demands: Evidence for a Compensatory View
Vallesi, A., McIntosh, A. R., & Stuss, D. T. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21490 · Cited by 114
“…level, age-related overrecruitment of brain regions often accompanies more complex and demanding task conditions, such as dual versus single tasks (Smith et al., 2001), source versus item memory retrieval (Morcom et al., 2007), or high versus low selection demands in word generation tasks…”
Training on Working Memory and Inhibitory Control in Young Adults
Maraver, M. J., Bajo, M. T., & Gomez-Ariza, C. J. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00588 · Cited by 96
Working memory capacity and resistance to interference
Oberauer, K., Lange, E. B., & Engle, R. W. (2004) · Journal of Memory and Language · doi:10.1016/j.jml.2004.03.003 · Cited by 97
“... have shown that complex span tasks can be dissociated from simple span tasks (i.e., serial recall tasks without additional processing demand) by factor analysis (Cantor, Engle, & Hamilton, 1991; Conway, Cowan, Bunting, Therriault, & Minkoff, 2002; Engle, Tuholski, Laughlin, & Conway, 1999; Kail & Hall, 2001; Obera…”
BackgroundAging is associated with changes in the neural circuits underlying empathy
Chen, Y.-C., Chen, C.-C., Decety, J., & Cheng, Y. (2013) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2013.10.080 · Cited by 94
“, 1997), and executive function (Smith et al., 2001) suggest that older adults tend to activate more brain regions than their younger counterparts, coinciding with the hemispheric asymmetry reduction in older adults model, which suggests that older adults attempt to compensate for cortical networks that have become le…”
BackgroundNiu, H., Li, X., Chen, Y., Ma, C., Zhang, J., & Zhang, Z. (2012) · CNS Neuroscience & Therapeutics · doi:10.1111/cns.12046 · Cited by 91
“Successful performance is an influential factor in brain activation as measured by functional imaging [36,37].”
BackgroundDubost, V., Annweiler, C., Aminian, K., Najafi, B., Herrmann, F. R., & Beauchet, O. (2007) · Gait & Posture · doi:10.1016/j.gaitpost.2007.03.011 · Cited by 91
“Compared with enumerating animal names, backward counting out loud from 50 is a simple and automatic mental arithmetic task requiring low attention involvement in a sample of healthy young University students [10–12,18,19].”
BackgroundLaguë-Beauvais, M., Brunet, J., Gagnon, L., Lesage, F., & Bherer, L. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.09.042 · Cited by 99
“In linewith previous studies, thesefindings suggest a general slowing of RT in older adults, along with a larger age-related deficit in task-switching (e.g., Andrés et al., 2008; Bugg et al., 2007; Davidson et al., 2003; Smith et al., 2001; Verhaeghen and De Meersman, 1998).”
Resolving sentence ambiguity with planning and working memory resources: Evidence from fMRI
Novais-Santos, S., Gee, J. C., Shah, M., Troiani, V., Work, M., & Grossman, M. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.077 · Cited by 88
“Non-linguistic studies of planning and switching implicate dorsolateral prefrontal cortex (dlPFC) (Braver and Bongiolatti, 2002; Paulus et al., 2001; Rowe and Passingham, 2001; Savage et al., 2001; Seger et al., 2000; Smith et al., 2001; Sylvester et al., 2003).”
BackgroundCognitive Ability, Expertise, and Age Differences in Following Air-Traffic Control Instructions.
Taylor, J. L., O'Hara, R. M., Mumenthaler, M. S., Rosen, A. C., & Yesavage, J. A. (2005) · Psychology and Aging · doi:10.1037/0882-7974.20.1.117 · Cited by 93
“Age differences in inhibitory control, task switching, and interference suppression in WM tasks have been related to age differences in measures of frontal lobe integrity, as measured by functional (Jonides et al., 2000; Smith et al., 2001) and structural MRI (Raz, Gunning-Dixon, Head, Dupuis, & Acker, 1998).”
MethodNeural bases of focusing attention in working memory: An fMRI study based on group differences
Osaka, M., KOMORI, M., MORISHITA, M., & Osaka, N. (2007) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.7.2.130 · Cited by 89
“Brain-imaging studies have also suggested that the central executive system is located in both DLPFC and anterior cingulate cortex (ACC) (Bunge et al., 2000; D’Esposito et al., 1995; M. Osaka et al., 2003; N. Osaka et al., 2004; Smith et al., 2001; Smith & Jonides, 1999).”
BackgroundFalse working memories? Semantic distortion in a mere 4 seconds
Atkins, A. S., & Reuter‐Lorenz, P. A. (2008) · Memory & Cognition · doi:10.3758/mc.36.1.74 · Cited by 87
“A math equation verification task based on the operation span task (Turner & Engle, 1989) was adapted from Smith et al. (2001).”
MethodNeural basis for generalized quantifier comprehension
McMillan, C. T., Clark, R., Moore, P., DeVita, C., & Grossman, M. (2005) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2005.02.012 · Cited by 85
Working memory capacity and inhibition: Cognitive and social consequences.
Redick, T. S., Heitz, R. P., & Engle, R. W. (2008) · American Psychological Association eBooks · doi:10.1037/11587-007 · Cited by 81
Altered brain activity in healthy seniors: what does it mean?
Persson, J., & Nyberg, L. H. (2006) · Progress in brain research · doi:10.1016/s0079-6123(06)57004-9 · Cited by 79
“Second, observations of less activation in older adults are found in several studies, and this pattern of less activation is most consistent for left VLPFC (e.g., Grady et al., 1998; Jonides et al., 2000; Smith et al., 2001).”
Does Change in Gait while Counting Backward Predict the Occurrence of a First Fall in Older Adults?
Beauchet, O., Allali, G., Annweiler, C., Berrut, G., Maarouf, N., Herrmann, F. R., & Dubost, V. (2008) · Gerontology · doi:10.1159/000127318 · Cited by 70
Toosizadeh, N., Najafi, B., Reiman, E. M., Mager, R. M., Veldhuizen, J., O’Connor, K., ZAMRINI, E. Y., & Mohler, J. M. (2016) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2016.00167 · Cited by 72
Ehsani, H., Mohler, M. J., O’Connor, K., ZAMRINI, E. Y., Tirambulo, C. V. G., & Toosizadeh, N. (2019) · Clinical Interventions in Aging · doi:10.2147/cia.s198697 · Cited by 66
“Firstly, counting involves working memory,(19) and in contrast to some other popular tasks such as naming objects/animals, is more directly related to executive function.(20,21) Secondly, since counting is a rhythmic task, it may substantially interfere with rhythmic tasks of a different frequency such as walking or r…”
BackgroundPrilipko, O., Huynh, N. T., Schwartz, S., Tantrakul, V., Kim, J. H., Peralta, A. R., Kushida, C. A., Paiva, T., & Guilleminault, C. (2011) · SLEEP · doi:10.1093/sleep/34.3.293 · Cited by 64
Sentence Processing Strategies in Healthy Seniors with Poor Comprehension: An fMRI Study
Grossman, M., Cooke, A., DeVita, C., Chen, W., Moore, P., Detre, J. A., Alsop, D. C., & Gee, J. C. (2002) · Brain and Language · doi:10.1006/brln.2001.2581 · Cited by 64
Neural correlates of working memory performance in adolescents and young adults with dyslexia
Vasić, N., Lohr, C., Steinbrink, C., Martin, C., & Wolf, R. C. (2007) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2007.09.002 · Cited by 58
The prefrontal cortex: insights from functional neuroimaging using cognitive activation tasks
Goethals, I., Audenaert, K., de Wiele, C. V., & Dierckx, R. A. J. O. (2003) · European Journal of Nuclear Medicine and Molecular Imaging · doi:10.1007/s00259-003-1382-z · Cited by 57
“Also, Smith et al. [ 81 ] indicated that no supplementary foci of activation were found in a group of participants performing well in the dual task.”
BackgroundSelective Vulnerability Related to Aging in Large-Scale Resting Brain Networks
Zhang, H., Chen, W., Jiao, Y., Xu, Y. Q., Zhang, X., & Wu, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0108807 · Cited by 55
Quantifier comprehension in corticobasal degeneration
McMillan, C. T., Clark, R., Moore, P., & Grossman, M. (2006) · Brain and Cognition · doi:10.1016/j.bandc.2006.06.005 · Cited by 51
Watanabe, K., & Funahashi, S. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.08.008 · Cited by 59
“Notably, when the same dual task was performed by good and poor performers (i.e., those who showed a weak and strong dual-task interference effect, respectively), dual-task-specific activation in the DLPFC was observed only in the poor performers (Smith et al., 2001).”
Heckner, M. K., Cieslik, E. C., Eickhoff, S. B., Camilleri, J. A., Hoffstaedter, F., & Langner, R. (2020) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01616 · Cited by 53
Toosizadeh, N., Ehsani, H., Wendel, C. S., ZAMRINI, E. Y., Connor, K. O., & Mohler, J. M. (2019) · Scientific Reports · doi:10.1038/s41598-019-46925-y · Cited by 49
Neural mechanisms of auditory awareness underlying verbal transformations
Kondo, H. M., & Kashino, M. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.02.024 · Cited by 47
“, 2000), shifting of attention for task management (Kondo et al., 2004a,b; Smith et al., 2001), and error detection (Gehring and Knight, 2000; Swick and Turken, 2002).”
BackgroundSzameitat, A. J., Schubert, T., & Müller, H. J. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.07.069 · Cited by 48
“, 2006, 2002), others concluded that there are no specific neural correlates of dual-task performance (Adcock et al., 2000; Bunge et al., 2000; Jiang et al., 2004; Klingberg, 1998; Smith et al., 2001), and sometimes even reduced neural activity associated with dual-task performance was reported (Jaeggi et al.”
BackgroundAge-related changes in neural activity during performance matched working memory manipulation
Emery, L., Heaven, T. J., Paxton, J. L., & Braver, T. S. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.06.021 · Cited by 46
“These types of divided attention effects are the hallmark of complex WM span tasks, and are well-established to engage DLPFC regions (e.g., DiPisapia et al., 2007; Iidaka, Anderson, Kapur, Cabeza, and Craik, 2000; Smith et al., 2001).”
BackgroundFraser, S., & Bherer, L. (2013) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1252 · Cited by 56
Working Memory and Intelligence
Conway, A. R. A., Getz, S. J., Macnamara, B. N., & de Abreu, P. E. (2011) · Cambridge University Press eBooks · doi:10.1017/cbo9780511977244.021 · Cited by 42
Neural mechanisms of two different verbal working memory tasks: A VLSM study
Ivanova, M. V., Dragoy, O., Kuptsova, S. V., Akinina, S. Y., Петрушевский, А. Г., Николаевна, Ф. О., Turken, A. U., Shklovsky, V. M., & Dronkers, N. F. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.03.003 · Cited by 42
Bart Rypma, A. (2005) · Neuroscience · doi:10.1016/j.neuroscience.2005.07.062 · Cited by 42
“A number of studies by now indicate that strategic organization and strategy-shifting processes are mediated by dorsolateral PFC (Bor et al., 2003; Prabhakaran et al., 1997, 2001; Smith et al., 2001; Jenkins et al., 1994; Deiber et al., 1991).”
Gilmour, G., Porcelli, S., Bertaina‐Anglade, V., Arce, E., Dukart, J., Hayen, A., Lobo, A., López‐Antón, R., Pich, E. M., Pemberton, D. J., et al. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.09.025 · Cited by 39
“recall, cued recall, recognition) have been conducted, they potentially suggest a common recruitment of lateral prefrontal cortex, anterior cingulate and posterior parietal cingulate areas during task performance (Bunge et al., 2000; Chein et al., 2011; Kondo et al., 2004; Osaka & Osaka, 2002; Osaka et al., 2004; Smit…”
Adult age differences in the effects of processing on storage in working memory: A meta-analysis.
Graham, A. J., & Rhodes, S. (2019) · Psychology and Aging · doi:10.1037/pag0000358 · Cited by 41
Age differences in the neural correlates of distraction regulation: A network interaction approach
Amer, T., Anderson, J. A. E., Campbell, K. L., Hasher, L., & Grady, C. L. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.06.036 · Cited by 46
“Conversely, increased activation of the same control areas in younger adults related to worse cognitive performance, suggesting that recruitment of the same control regions in younger adults, at least at this level of demand, reflects less efficient neural functioning (e.g., Park & Reuter-Lorenz, 2009; Reuter-Lorenz &…”
BackgroundDecreased activation of anterior cingulate cortex in the working memory of the elderly
Otsuka, Y., Osaka, N., Morishita, M., Kondo, H. M., & Osaka, M. (2006) · Neuroreport · doi:10.1097/01.wnr.0000236852.63092.9f · Cited by 35
Stimulating aged brains with transcranial direct current stimulation: Opportunities and challenges
Habich, A., Fehér, K. D., Antonenko, D., Boraxbekk, C., Flöel, A., Nissen, C., Siebner, H. R., Thielscher, A., & Klöppel, S. (2020) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2020.111179 · Cited by 34
“switching performance in older adults reflect a lower flexibility in allocating the fewer available resources to the relevant task at hand (Smith et al., 2001).”
Background
Metadata
- Authors
- Smith, E. E., Geva, A., Jonides, J., Miller, A., Reuter-Lorenz, P., & Koeppe, R. A.
- Affiliations
- University of Michigan (US)
- Department of Psychology and Department of Nuclear Medicine, University of Michigan, Ann Arbor, MI 48109
- ORCID
- Koeppe, Robert A.
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2001-02-13
- Volume
- 98
- Issue
- 4
- Pages
- 2095-2100
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC29387
- OpenAlex
- W2097263602
- Cited by
- 200
- References
- 22
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 2 · 2023: 8 · 2022: 5 · 2021: 10 · 2020: 6 · 2019: 6 · 2018: 3 · 2017: 6 · 2016: 5 · 2015: 8 · 2014: 6 · 2013: 9 · 2012: 7
- FWCI
- 5.94
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Keywords
- task switching, working memory, operation span, aging, dual-task performance, prefrontal cortex, brain activation, executive function, older adults, individual differences in performance
- MeSH terms
- Adult, Aged, Aging, Brain, Female, Humans, Male, Memory, Neurons, Task Performance and Analysis, Tomography, Emission-Computed
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