The DOI matches its Crossref record; 59 of the 59 references it cites were found in a registry or an index.
In the Zone or Zoning Out? Tracking Behavioral and Neural Fluctuations During Sustained Attention
Abstract
Despite growing recognition that attention fluctuates from moment-to-moment during sustained performance, prevailing analysis strategies involve averaging data across multiple trials or time points, treating these fluctuations as noise. Here, using alternative approaches, we clarify the relationship between ongoing brain activity and performance fluctuations during sustained attention. We introduce a novel task (the gradual onset continuous performance task), along with innovative analysis procedures that probe the relationships between reaction time (RT) variability, attention lapses, and intrinsic brain activity. Our results highlight 2 attentional states-a stable, less error-prone state ("in the zone"), characterized by higher default mode network (DMN) activity but during which subjects are at risk of erring if DMN activity rises beyond intermediate levels, and a more effortful mode of processing ("out of the zone"), that is less optimal for sustained performance and relies on activity in dorsal attention network (DAN) regions. These findings motivate a new view of DMN and DAN functioning capable of integrating seemingly disparate reports of their role in goal-directed behavior. Further, they hold potential to reconcile conflicting theories of sustained attention, and represent an important step forward in linking intrinsic brain activity to behavioral phenomena.
Overview
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
Verification
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.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Flow: the psychology of optimal experience
(1990) · Choice Reviews Online · doi:10.5860/choice.28-0597 · Cited by 12,637
Forman, S. D., Cohen, J. D., Fitzgerald, M., Eddy, W. F., Mintun, M. A., & Noll, D. C. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910330508 · Cited by 3,202
Wandering minds: the default network and stimulus-independent thought
Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., & Macrae, C. N. (2007) · Science · doi:10.1126/science.1131295 · Cited by 2,792
Buckner, R. L., & Carroll, D. C. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.11.004 · Cited by 2,691
Smallwood, J., & Schooler, J. W. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.6.946 · Cited by 2,067
Robertson, I. H., Manly, T., Andrade, J., Baddeley, B. T., & Yiend, J. (1997) · Neuropsychologia · doi:10.1016/s0028-3932(97)00015-8 · Cited by 2,059
Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., & Schooler, J. W. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900234106 · Cited by 1,769
Default-mode brain dysfunction in mental disorders: A systematic review
Broyd, S. J., Demanuele, C., Debener, S., Helps, S. K., James, C. J., & Sonuga-Barke, E. J. S. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.09.002 · Cited by 1,675
Abrupt visual onsets and selective attention: Evidence from visual search.
Yantis, S., & Jonides, J. J. (1984) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.10.5.601 · Cited by 1,611
The neural bases of momentary lapses in attention
Weissman, D. H., Roberts, K. C., Visscher, K. M., & Woldorff, M. G. (2006) · Nature Neuroscience · doi:10.1038/nn1727 · Cited by 1,566
Cited by
Motivation and cognitive control: from behavior to neural mechanism
Botvinick, M., & Braver, T. (2015) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015044 · Cited by 909
Memory failure predicted by attention lapsing and media multitasking
Madore, K. P., Khazenzon, A. M., Backes, C. W., Jiang, J., Uncapher, M. R., Norcia, A. M., & Wagner, A. D. (2020) · Nature · doi:10.1038/s41586-020-2870-z · Cited by 184
Network-targeted cerebellar transcranial magnetic stimulation improves attentional control
Esterman, M., Thai, M., Okabe, H., DeGutis, J., Saad, E., Laganiere, S. E., & Halko, M. A. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.05.011 · Cited by 71
Self-citationYun, J.-Y., Jang, J. H., Jung, W. H., Shin, N. Y., Kim, S. N., Hwang, J. Y., & Kwon, J. S. (2017) · Psychiatry Investigation · doi:10.4306/pi.2017.14.3.333 · Cited by 22
Tamm, L., Dudley, J. A., Karalunas, S. L., Simon, J. O., Maloney, T. C., Atluri, G., & Epstein, J. N. (2025) · NeuroImage: Reports · doi:10.1016/j.ynirp.2025.100263 · Cited by 4
Metadata
- Authors
- Esterman, M., Noonan, S. K., Rosenberg, M., & DeGutis, J.
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2012-08-31
- Volume
- 23
- Issue
- 11
- Pages
- 2712-2723
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- OpenAlex
- W2137689618
- Cited by
- 490
- References
- 59
- FWCI
- 6.14
- Type
- journal article
- Language
- en
- Open access
- closed
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
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: In the Zone or Zoning Out? Tracking Behavioral and Neural Fluctuations During Sustained Attention. https://app.cochat.ai/papers/10.1093/cercor/bhs261
- The paper
- Esterman, M., Noonan, S. K., Rosenberg, M., & DeGutis, J. (2013). In the Zone or Zoning Out? Tracking Behavioral and Neural Fluctuations During Sustained Attention. Cerebral Cortex. https://doi.org/10.1093/cercor/bhs261
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.