The DOI matches its Crossref record; 39 of the 40 references it cites were found in a registry or an index.
The wandering mind oscillates: EEG alpha power is enhanced during moments of mind-wandering
Open accessAbstract
What is your brain doing while your mind is wandering? This study used a within-subjects experience-sampling design to test whether episodes of mind-wandering during a demanding cognitive task are associated with increases in EEG alpha power. Alpha refers to cyclic oscillations in EEG activity at 8-12 Hz, and has been previously correlated with internally rather than externally directed cognition. Participants completed a speeded performance task with more than 800 trials while EEG was recorded. Intermittent experience-sampling probes asked participants to indicate whether their mind was wandering or on-task. Participants reported mind-wandering in response to approximately half of the probes. EEG alpha power was significantly higher preceding probes to which participants reported mind-wandering, compared with probes to which participants reported being on task. These findings imply that dynamic changes in alpha power may prove a valuable tool in studying momentary fluctuations in mind-wandering.
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.
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 cited source says what the claim attributes to it.
In the citing paper
“EEG alpha wave perturbations are also correlated with “mind wandering” (Compton et al., 2019) when attention drifts away from a task activity.”
From Consciousness: Matter or EMF? (2023) · cites this paper as Compton et al., 2019
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
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433
Baer, R. A., Smith, G. T., Lykins, E., Button, D., Krietemeyer, J., Sauer, S., Walsh, E., Duggan, D., & Williams, J. M. G. (2008) · Assessment · doi:10.1177/1073191107313003 · Cited by 2,930
The Science of Mind Wandering: Empirically Navigating the Stream of Consciousness
Smallwood, J., & Schooler, J. W. (2015) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015331 · Cited by 1,685
Thut, G., Nietzel, A., Brandt, S., & Pascual-Leone, Á. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.0875-06.2006 · Cited by 1,662
THE BERGER RHYTHM: POTENTIAL CHANGES FROM THE OCCIPITAL LOBES IN MAN
ADRIAN, E. D., & MATTHEWS, B. H. C. (1934) · Brain · doi:10.1093/brain/57.4.355 · Cited by 1,396
Prestimulus Oscillatory Activity in the Alpha Band Predicts Visual Discrimination Ability
van Dijk, H., Schoffelen, J., Oostenveld, R., & Jensen, O. B. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.1853-07.2008 · Cited by 831
Romei, V., Groß, J., & Thut, G. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.0160-10.2010 · Cited by 624
Cooper, N. R., Croft, R. J., Dominey, S. J. J., Burgess, A., & Gruzelier, J. H. (2003) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(02)00107-1 · Cited by 615
Thut, G., Schyns, P. G., & Groß, J. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00170 · Cited by 600
Going AWOL in the Brain: Mind Wandering Reduces Cortical Analysis of External Events
Smallwood, J., Beach, E., Schooler, J. W., & Handy, T. C. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20037 · Cited by 555
Mind-Wandering With and Without Intention
Seli, P., Risko, E. F., Smilek, D., & Schacter, D. L. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.05.010 · Cited by 509
Lost in thoughts: Neural markers of low alertness during mind wandering
Braboszcz, C., & Delorme, A. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2010.10.008 · Cited by 425
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
On the Necessity of Distinguishing Between Unintentional and Intentional Mind Wandering
Seli, P., Risko, E. F., & Smilek, D. (2016) · Psychological Science · doi:10.1177/0956797616634068 · Cited by 350
Pupillary correlates of lapses of sustained attention
Nash Unsworth, A., & Robison, M. K. (2016) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-016-0417-4 · Cited by 315
Barron, E., Riby, L. M., Greer, J. M. H., & Smallwood, J. (2011) · Psychological Science · doi:10.1177/0956797611404083 · Cited by 309
Stawarczyk, D., Majerus, S., Maquet, P., & D'Argembeau, A. (2011) · PLoS ONE · doi:10.1371/journal.pone.0016997 · Cited by 305
The default mode network and EEG alpha oscillations: An independent component analysis
Knyazev, G. G., Slobodskoj‐Plusnin, J. Y., Bocharov, A. V., & Pylkova, L. V. (2011) · Brain Research · doi:10.1016/j.brainres.2011.05.052 · Cited by 269
Wandering minds and wavering rhythms: Linking mind wandering and behavioral variability.
Seli, P., Cheyne, J. A., & Smilek, D. (2012) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0030954 · Cited by 239
When the Brain Takes a Break: A Model-Based Analysis of Mind Wandering
Mittner, M., Boekel, W., Tucker, A. M., Turner, B. M., Heathcote, A., & Forstmann, B. U. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.2062-14.2014 · Cited by 228
Detecting and Quantifying Mind Wandering during Simulated Driving
Baldwin, C. L., Roberts, D. M., Barragán, D., Lee, J. D., Lerner, N., & Higgins, J. S. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00406 · Cited by 226
A Neural Model of Mind Wandering
Mittner, M., Hawkins, G. E., Boekel, W., & Forstmann, B. U. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2016.06.004 · Cited by 219
Wardenaar, K. J., van Veen, T., Giltay, E. J., de Beurs, E., Penninx, B. W. J. H., & Zitman, F. G. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2009.03.005 · Cited by 208
Alpha power is influenced by performance errors
Carp, J., & Compton, R. J. (2009) · Psychophysiology · doi:10.1111/j.1469-8986.2008.00773.x · Cited by 201
Self-citationMacdonald, J. S. P., Mathan, S. A., & Yeung, N. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00082 · Cited by 186
Frontal EEG theta/beta ratio during mind wandering episodes
Son, D. V., Blasio, F. M. D., Fogarty, J. S., Angelidis, A., Barry, R. J., & Putman, P. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.11.003 · Cited by 172
Nash Unsworth, A., & Robison, M. K. (2017) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/xlm0000421 · Cited by 165
Coupling between visual alpha oscillations and default mode activity
Mo, J., Liu, Y., Huang, H., & Ding, M. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.11.058 · Cited by 163
(2002) · Nature Medicine · doi:10.1038/nm0702-641b · Cited by 154
Towards a Neuroscience of Mind-Wandering
Gruberger, M., Simon, E. B., Levkovitz, Y., Zangen, A., & Hendler, T. (2011) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00056 · Cited by 139
Predicting task-general mind-wandering with EEG
Jin, C. Y., Borst, J. P., & van Vugt, M. K. (2019) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-019-00707-1 · Cited by 136
Cognitive control in the intertrial interval: Evidence from EEG alpha power
Compton, R. J., Arnstein, D., Freedman, G., Dainer‐Best, J., & Liss, A. (2010) · Psychophysiology · doi:10.1111/j.1469-8986.2010.01124.x · Cited by 83
Self-citationThomson, D. R., Besner, D., & Smilek, D. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00360 · Cited by 76
The Neuroscience of Spontaneous Thought
Andrews‐Hanna, J. R., Irving, Z. C., Fox, K. C. R., Spreng, R. N., & Kalina Christoff, A. (2018) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190464745.013.33 · Cited by 62
Electrical stimulation of alpha oscillations stabilizes performance on visual attention tasks.
Clayton, M. S., Yeung, N., & Kadosh, R. C. (2018) · Journal of Experimental Psychology General · doi:10.1037/xge0000502 · Cited by 59
Broadway, J. M., Franklin, M. S., & Schooler, J. W. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.02.009 · Cited by 57
Mind wandering and selective attention to the external world.
Handy, T. C., & Kam, J. W. Y. (2015) · Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale · doi:10.1037/cep0000051 · Cited by 42
The Neuroscience of Spontaneous Thought: An Evolving, Interdisciplinary FieldPreprint
Andrews‐Hanna, J. R., Irving, Z. C., Fox, K. C. R., Spreng, R. N., & Kalina Christoff, A. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1704.02533 · Cited by 39
Broad, W. J. (1978) · Science News · doi:10.2307/3963599 · Cited by 13
Cited by
Sorted by citations
Predicting lapses of attention with sleep-like slow waves
Andrillon, T., Burns, A. C., Mackay, T., Windt, J., & Tsuchiya, N. (2021) · Nature Communications · doi:10.1038/s41467-021-23890-7 · Cited by 236
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry
Groot, J. M., Boayue, N. M., Csifcsák, G., Boekel, W., Huster, R. J., Forstmann, B. U., & Mittner, M. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117412 · Cited by 127
Testing the construct validity of competing measurement approaches to probed mind-wandering reports
Kane, M. J., Smeekens, B. A., Meier, M. E., Welhaf, M. S., & Phillips, N. E. (2021) · Behavior Research Methods · doi:10.3758/s13428-021-01557-x · Cited by 115
Electrophysiological markers of mind wandering: A systematic review
Kam, J. W. Y., Rahnuma, T., Park, Y. E., & Hart, C. M. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119372 · Cited by 102
Inter‐trial alpha power indicates mind wandering
Arnau, S., Löffler, C., Rummel, J., Hagemann, D., Wascher, E., & Schubert, A. (2020) · Psychophysiology · doi:10.1111/psyp.13581 · Cited by 95
Metadata
- Authors
- Compton, R. J., Gearinger, D., & Wild, H.
- Affiliations
- Haverford College (US)
- Corresponding author
- Compton, Rebecca J.
- Venue
- Cognitive, Affective, & Behavioral Neuroscience
- Published
- 2019-09-09
- Volume
- 19
- Issue
- 5
- Pages
- 1184-1191
- ISSN
- 1530-7026 (ISSN-L)
- 1531-135X
- OpenAlex
- W2972400339
- Cited by
- 168
- References
- 40
- Citations by year
- 2026: 22 · 2025: 24 · 2024: 29 · 2023: 28 · 2022: 25 · 2021: 24 · 2020: 13 · 2019: 2
- FWCI
- 9.29
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cognitive Affective & Behavioral Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (1632584)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Mind wandering and attention
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Keywords
- mind wandering, EEG alpha power, alpha oscillations, task performance, ecological momentary assessment
- MeSH terms
- Ecological Momentary Assessment, Alpha Rhythm, Attention, Brain, Cognition, Female, Humans, Male, Thinking, Stroop Test
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