The metronome response task for measuring mind wandering: Replication attempt and extension of three studies by Seli et al.

Attention Behavioural Boredom Continuous performance task Mind-wandering Variability

Journal

Attention, perception & psychophysics
ISSN: 1943-393X
Titre abrégé: Atten Percept Psychophys
Pays: United States
ID NLM: 101495384

Informations de publication

Date de publication:
Jan 2021
Historique:
pubmed: 2 10 2020
medline: 13 2 2021
entrez: 1 10 2020
Statut: ppublish

Résumé

Science requires replicable tools to measure its intended constructs. Attention research has developed tools that have been used in mind-wandering research, but mind-wandering measures often rely on response-inhibition, which introduces speed-accuracy trade-offs that may conflate errors for mind-wandering. We sought to replicate three studies that used an improved mind-wandering measure: the Metronome Response Task (MRT). In a large (N=300) multisite sample, the primary MRT finding was replicated, showing that continuous rhythmic response time variability reliably predicted self-reported mind-wandering. Our findings also show previously undetected differences between intentional and unintentional mind-wandering. While previously reported mediators (motivation) and moderators (confidence) did not replicate, additional covariates add predictive value and additional constructs (e.g., boredom, effort) demonstrate convergent validity. The MRT is useful for inducing and measuring mind-wandering and provides an especially replicable tool. The MRT's measurement of attention could support future models of the complete cycle of sustained attention.

Identifiants

pubmed: 33000436
doi: 10.3758/s13414-020-02131-x
pii: 10.3758/s13414-020-02131-x
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

315-330

Références

Anderson, T., Lin, H., & Petranker, R. (2017). Preregistration of Replication of Seli et al 2013 “Wandering Minds and Wavering Rhythms.” https://osf.io/5mbda
Bastian, M., & Sackur, J. (2013). Mind wandering at the fingertips: Automatic parsing of subjective states based on response time variability. Frontiers in Psychology, 4. https://doi.org/10.3389/fpsyg.2013.00573
Cheyne, J. A., Carriere, J. S. A., & Smilek, D. (2006). Absent-mindedness: Lapses of conscious awareness and everyday cognitive failures. Consciousness and Cognition, 15(3), 578–592. https://doi.org/10.1016/j.concog.2005.11.009
doi: 10.1016/j.concog.2005.11.009 pubmed: 16427318
Cheyne, J. A., Solman, G. J. F., Carriere, J. S. A., & Smilek, D. (2009). Anatomy of an error: A bidirectional state model of task engagement/disengagement and attention-related errors. Cognition, 111(1), 98–113. https://doi.org/10.1016/j.cognition.2008.12.009
Christoff, K., Irving, Z. C., Fox, K. C. R., Spreng, R. N., & Andrews-Hanna, J. R. (2016). Mind-wandering as spontaneous thought: A dynamic framework. Nature Reviews Neuroscience, 17(11), 718–731. https://doi.org/10.1038/nrn.2016.113
doi: 10.1038/nrn.2016.113 pubmed: 27654862
Davies, D. R., & Parasuraman, R. (1982). The psychology of vigilance. Academic Press.
Eastwood, J. D., Frischen, A., Fenske, M. J., & Smilek, D. (2012). The Unengaged Mind: Defining Boredom in Terms of Attention. Perspectives on Psychological Science, 7(5), 482–495.
doi: 10.1177/1745691612456044
Fortenbaugh, F. C., DeGutis, J., & Esterman, M. (2017). Recent theoretical, neural, and clinical advances in sustained attention research. Annals of the New York Academy of Sciences, 1396(1), 70–91. https://doi.org/10.1111/nyas.13318
doi: 10.1111/nyas.13318 pubmed: 28260249 pmcid: 5522184
Franklin, M. S., Mooneyham, BenjaminW., Baird, B., & Schooler, JonathanW. (2014). Thinking one thing, saying another: The behavioral correlates of mind-wandering while reading aloud. Psychonomic Bulletin & Review, 21(1), 205–210. https://doi.org/10.3758/s13423-013-0468-2
doi: 10.3758/s13423-013-0468-2
Galinsky, T. L., Rosa, R. R., Warm, J. S., & Dember, W. N. (1993). Psychophysical determinants of stress in sustained attention. Human Factors, 35(4), 603–614. https://doi.org/10.1177/001872089303500402
doi: 10.1177/001872089303500402 pubmed: 7909308
Hasenkamp, W., Wilson-Mendenhall, C. D., Duncan, E., & Barsalou, L. W. (2012). Mind wandering and attention during focused meditation: A fine-grained temporal analysis of fluctuating cognitive states. NeuroImage, 59(1), 750–760. https://doi.org/10.1016/j.neuroimage.2011.07.008
doi: 10.1016/j.neuroimage.2011.07.008 pubmed: 21782031
Hothorn, T., Bretz, F., & Westfall, P. (2008). Simultaneous Inference in General Parametric Models. Biometrical Journal, 50(3), 346–363. https://doi.org/10.1002/bimj.200810425
doi: 10.1002/bimj.200810425 pubmed: 18481363
Hothorn, T., Bretz, F., Westfall, P., Heiberger, R. M., Schuetzenmeister, A., & Scheibe, S. (2019). multcomp: Simultaneous Inference in General Parametric Models (1.4-10) [Computer software]. https://CRAN.R-project.org/package=multcomp
Ioannidis, J. P. A. (2012). Why Science Is Not Necessarily Self-Correcting. Perspectives on Psychological Science, 7(6), 645–654. https://doi.org/10.1177/1745691612464056
doi: 10.1177/1745691612464056 pubmed: 26168125
James, W. (1996). The Varieties of Religious Experience: A Study in Human Nature. https://www.gutenberg.org/ebooks/621
Kawashima, I., & Kumano, H. (2017). Prediction of Mind-Wandering with Electroencephalogram and Non-linear Regression Modeling. Frontiers in Human Neuroscience, 11. https://doi.org/10.3389/fnhum.2017.00365
Killingsworth, M. A., & Gilbert, D. T. (2010). A Wandering Mind Is an Unhappy Mind. Science, 330(6006), 932–932. https://doi.org/10.1126/science.1192439
doi: 10.1126/science.1192439 pubmed: 21071660
Laflamme, P., Seli, P., & Smilek, D. (2018). Validating a visual version of the metronome response task. Behavior Research Methods, 1–12. https://doi.org/10.3758/s13428-018-1020-0
Lin, H. (2019). hausekeep: Miscellaneous functions for research and housekeeping (0.0.0.9001) [Computer software]. https://hauselin.github.io/hausekeep/ . https://doi.org/10.5281/zendo.2557034
Mackworth, J. F. (1964). Performance decrement in vigilance, threshold, and high-speed perceptual motor tasks. Canadian Journal of Psychology/Revue Canadienne de Psychologie, 18(3), 209–223. http://dx.doi.org.myaccess.library.utoronto.ca/10.1037/h0083302
doi: 10.1037/h0083302
Martel, A., Arvaneh, M., Robertson, I., Smallwood, J., & Dockree, P. (2019). Distinct neural markers for intentional and unintentional task unrelated thought. BioRxiv, 705061. https://doi.org/10.1101/705061
Meier, M. E. (2018). Can research participants comment authoritatively on the validity of their self-reports of mind wandering and task engagement? A replication and extension of Seli, Jonker, Cheyne, Cortes, and Smilek (2015). Journal of Experimental Psychology. Human Perception and Performance https://doi.org/10.1037/xhp0000556
Melnychuk, M. C., Dockree, P. M., O’Connell, R. G., Murphy, P. R., Balsters, J. H., & Robertson, I. H. (2018). Coupling of respiration and attention via the locus coeruleus: Effects of meditation and pranayama. Psychophysiology, 55(9), e13091. https://doi.org/10.1111/psyp.13091
doi: 10.1111/psyp.13091 pubmed: 29682753
Mooneyham, B. W., & Schooler, J. W. (2013). The costs and benefits of mind-wandering: A review. Canadian Journal of Experimental Psychology = Revue Canadienne De Psychologie Experimentale, 67(1), 11–18. https://doi.org/10.1037/a0031569
doi: 10.1037/a0031569 pubmed: 23458547
Mrazek, M. D., Smallwood, J., Franklin, M. S., Chin, J. M., Baird, B., & Schooler, J. W. (2012). The role of mind-wandering in measurements of general aptitude. Journal of Experimental Psychology: General, 141(4), 788–798. Scopus. https://doi.org/10.1037/a0027968
doi: 10.1037/a0027968
Petranker, R. (2018). Sitting with It: Examining the Relationship Between Mindfulness, Sustained Attention, and Boredom. https://yorkspace.library.yorku.ca/xmlui/handle/10315/35545
Pezzulo, G., Rigoli, F., & Friston, K. J. (2018). Hierarchical Active Inference: A Theory of Motivated Control. Trends in Cognitive Sciences, 22(4), 294–306. https://doi.org/10.1016/j.tics.2018.01.009
doi: 10.1016/j.tics.2018.01.009 pubmed: 29475638 pmcid: 5870049
Pinheiro, J. C., & Bates, D. (2009). Mixed-Effects Models in S and S-PLUS. Springer Science & Business Media.
Pinheiro, J. C., Bates, D., DebRoy, S., Sarkar, D., & R Core Team. (2018). nlme: Linear and Nonlinear Mixed Effects Models (3.1-137) [Computer software]. https://CRAN.R-project.org/package=nlme
R Core Team. (2014). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing. http://www.r-project.org/
Robertson, I. H., Manly, T., Andrade, J., Baddeley, B. T., & Yiend, J. (1997). ‘Oops!’: Performance correlates of everyday attentional failures in traumatic brain injured and normal subjects. Neuropsychologia, 35(6), 747–758. https://doi.org/10.1016/S0028-3932(97)00015-8
doi: 10.1016/S0028-3932(97)00015-8 pubmed: 9204482
Rosseel, Y. (2012). lavaan: An R Package for Structural Equation Modeling. Journal of Statistical Software, 48(2), 1–36.
doi: 10.18637/jss.v048.i02
Scerbo, M. W. (1998). Sources of Stress and Boredom in Vigilance. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 42(10), 764–768. https://doi.org/10.1177/154193129804201024
doi: 10.1177/154193129804201024
Schooler, J. W., Mrazek, M. D., Franklin, M. S., Baird, B., Mooneyham, B. W., Zedelius, C., & Broadway, J. M. (2014). Chapter One - The Middle Way: Finding the Balance between Mindfulness and Mind-Wandering. In B. H. Ross (Ed.), Psychology of Learning and Motivation (Vol. 60, pp. 1–33). Academic Press. https://doi.org/10.1016/B978-0-12-800090-8.00001-9
Seli, P., Carriere, J. S. A., Thomson, D. R., Cheyne, J. A., Martens, K. A. E., & Smilek, D. (2014). Restless mind, restless body. Journal of Experimental Psychology. Learning, Memory, and Cognition, 40(3), 660–668. https://doi.org/10.1037/a0035260
doi: 10.1037/a0035260 pubmed: 24364721
Seli, P., Cheyne, J. A., & Smilek, D. (2013a). Wandering minds and wavering rhythms: Linking mind wandering and behavioral variability. Journal of Experimental Psychology: Human Perception and Performance, 39(1), 1–5. https://doi.org/10.1037/a0030954
Seli, P., Cheyne, J. A., Xu, M., Purdon, C., & Smilek, D. (2015a). Motivation, intentionality, and mind wandering: Implications for assessments of task-unrelated thought. Journal of Experimental Psychology: Learning, Memory, and Cognition, 41(5), 1417–1425. https://doi.org/10.1037/xlm0000116
Seli, P., Jonker, T. R., Cheyne, J. A., Cortes, K., & Smilek, D. (2015b). Can research participants comment authoritatively on the validity of their self-reports of mind wandering and task engagement? Journal of Experimental Psychology. Human Perception and Performance, 41(3), 703–709. https://doi.org/10.1037/xhp0000029
Seli, P., Jonker, T. R., Cheyne, J. A., & Smilek, D. (2013b). Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs. Frontiers in Psychology, 4, 265. https://doi.org/10.3389/fpsyg.2013.00265
Seli, P., Jonker, T. R., Solman, G. J. F., Cheyne, J. A., & Smilek, D. (2013c). A methodological note on evaluating performance in a sustained-attention-to-response task. Behavior Research Methods, 45(2), 355–363. https://doi.org/10.3758/s13428-012-0266-1
Seli, P., Ralph, B. C. W., Risko, E. F., Schooler, J. W., Schacter, D. L., & Smilek, D. (2017a). Intentionality and meta-awareness of mind wandering: Are they one and the same, or distinct dimensions? Psychonomic Bulletin & Review, 24(6), 1808–1818. https://doi.org/10.3758/s13423-017-1249-0
Seli, P., Risko, E. F., Smilek, D., & Schacter, D. L. (2016). Mind-Wandering With and Without Intention. Trends in Cognitive Sciences, 20(8), 605–617. https://doi.org/10.1016/j.tics.2016.05.010
doi: 10.1016/j.tics.2016.05.010 pubmed: 27318437 pmcid: 5004739
Seli, P., Schacter, D. L., Risko, E. F., & Smilek, D. (2017b). Increasing participant motivation reduces rates of intentional and unintentional mind wandering. Psychological Research, 1–13. https://doi.org/10.1007/s00426-017-0914-2
Simons, D. J., Shoda, Y., & Lindsay, D. S. (2017). Constraints on Generality (COG): A Proposed Addition to All Empirical Papers. Perspectives on Psychological Science, 12(6), 1123–1128. https://doi.org/10.1177/1745691617708630
doi: 10.1177/1745691617708630 pubmed: 28853993
Smallwood, J., Beach, E., Schooler, J. W., & Handy, T. C. (2007). Going AWOL in the Brain: Mind Wandering Reduces Cortical Analysis of External Events. Journal of Cognitive Neuroscience, 20(3), 458–469. https://doi.org/10.1162/jocn.2008.20037
doi: 10.1162/jocn.2008.20037
Spunt, R. P., Lieberman, M. D., Cohen, J. R., & Eisenberger, N. I. (2012). The Phenomenology of Error Processing: The Dorsal ACC Response to Stop-signal Errors Tracks Reports of Negative Affect. Journal of Cognitive Neuroscience, 24(8), 1753–1765. https://doi.org/10.1162/jocn_a_00242
doi: 10.1162/jocn_a_00242 pubmed: 22571460
Szalma, J. L., Warm, J. S., Matthews, G., Dember, W. N., Weiler, E. M., Meier, A., & Eggemeier, F. T. (2004). Effects of Sensory Modality and Task Duration on Performance, Workload, and Stress in Sustained Attention. Human Factors, 46(2), 219–233. https://doi.org/10.1518/hfes.46.2.219.37334
doi: 10.1518/hfes.46.2.219.37334 pubmed: 15359672
UCLA Statistical Consulting Group. (2018). What happens if you omit the main effect in a regression model with an interaction? https://stats.idre.ucla.edu/stata/faq/what-happens-if-you-omit-the-main-effect-in-a-regression-model-with-an-interaction/
Warm, J. S., Parasuraman, R., & Matthews, G. (2008). Vigilance Requires Hard Mental Work and Is Stressful. Human Factors, 50(3), 433–441. https://doi.org/10.1518/001872008X312152
doi: 10.1518/001872008X312152 pubmed: 18689050
Weinstein, Y. (2017). Mind-wandering, how do I measure thee with probes? Let me count the ways. Behavior Research Methods, 1–20. https://doi.org/10.3758/s13428-017-0891-9
Yanko, M. R., & Spalek, T. M. (2014). Driving with the wandering mind: The effect that mind-wandering has on driving performance. Human Factors, 56(2), 260–269. Scopus. https://doi.org/10.1177/0018720813495280
doi: 10.1177/0018720813495280 pubmed: 24689247
Yarkoni, T. (2019). The Generalizability Crisis. 10.31234/osf.io/jqw35
Zhao, X., Lynch, J. G., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis. Journal of Consumer Research, 37(2), 197–206. https://doi.org/10.1086/651257
doi: 10.1086/651257

Auteurs

Thomas Anderson (T)

Department of Psychology, University of Toronto, 27 King's College Cir, Toronto, ON, M5S 3H7, Canada. metathomas.anderson@mail.utoronto.ca.

Rotem Petranker (R)

Department of Psychology, York University, 4700 Keele St, Toronto, ON, M3J 1P3, Canada.

Hause Lin (H)

Department of Psychology, University of Toronto, 27 King's College Cir, Toronto, ON, M5S 3H7, Canada.

Norman A S Farb (NAS)

Department of Psychology, University of Toronto Mississauga, 3359 Mississauga Road, Mississauga, ON, L5L 1C6, Canada.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH