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31-08-2021 | Original Article

Individual differences in dimensions of mind wandering: the mediating role of emotional valence and intentionality

Auteurs: Jonathan B. Banks, Matthew S. Welhaf

Gepubliceerd in: Psychological Research | Uitgave 5/2022

Abstract

Individual differences in executive control ability reliably show that those with greater executive control report fewer instances of mind wandering during moderately demanding tasks. However, these findings have been limited in that they often treated mind wandering as a variable that collapsed across a variety of thought categories or dimensions. We suggest that two dimensions of mind wandering, intentionality and emotional valence, may be differential related to individual difference in executive control ability. The present study examined this using multiple measures of working memory capacity and attentional control while measuring emotional valence and intentionality of mind wandering during a single sustained attention task. Non-cognitive predictors of mind wandering were also measured. Overall, the results suggest that both working memory capacity and attention control are significant predictors of mind wandering propensity, replicating previous findings. However, the dimensions of emotional valence and intentionality suggested that this finding was not consistent across all types of thought reports. The current findings provide support for the view that it is critical to consider these two dimensions, among other important dimensions, of mind wandering to have a more complete understanding of individual differences in mind wandering.

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The current study included multiple thought probe responses related to different categories of negative task-unrelated thoughts due to a subsequent writing manipulation designed to explore the impact of a variety of negative moods. For the purpose of the current paper, these negatively valenced TUT response options are collapsed since this data was collected before any mood manipulation.

Due to skewness and kurtosis for positive TUT rates, this variable was transformed to correct for skewness and kurtosis. Following the transformation, all analyses were conducted with the transformed variable. No differences were observed between analyses with the raw and the transformed data. As a result, analysis with the raw data are reported for ease of interpretation.

Anderson, T., Petranker, R., Lin, H., & Farb, N. A. S. (2021). The metronome response task for measuring mind wandering: Replication attempt and extension of three studies by Seli et al. Attention, Perception, & Psychophysics, 83, 315–330.

Baer, R. A., Hopkins, J., Krietemeyer, J., Smith, G. T., & Toney, L. (2006). Using self-report assessment methods to explore facets of mindfulness. Assessment, 13(1), 27–45.PubMed

Baird, B., Smallwood, J., & Schooler, J. W. (2011). Back to the future: Autobiographical planning and the functionality of mind-wandering. Consciousness and Cognition, 20(4), 1604–1611.PubMed

Banks, J. B., Jha, A. P., Hood, A. V. B., Goller, H. G., & Craig, L. L. (2019). Reducing the TUTs that hurt: The impact of a brief mindfulness induction on emotionally valenced mind wandering. Journal of Cognitive Psychology, 31(8), 785–799.

Banks, J. B., Welhaf, M. S., Hood, A. V. B., Boals, A., & Tartar, J. L. (2016). Examining the role of emotional valence of mind wandering: All mind wandering is not equal. Consciousness and Cognition, 43, 167–176.PubMed

Bastian, M., & Sackur, J. (2013). Mind wandering at the fingertips: Automatic parsing of subjective states based on response time variability. Frontiers in Psychology, 4, 573.PubMedPubMedCentral

Cheyne, A. J., Solman, G. J., Carriere, J. S., & Smilek, D. (2009). Anatomy of an error: A bidirectional state model of task engagement/disengagement and attention-related errors. Cognition, 111(1), 98–113.

Conway, A.R.A., Kane, M.J., Bunting, M. F., Hambrick, D.Z., Wilhelm, O., & Engle, R.W. (2005). Working memory span tasks: A methological review and user's guide. Psychonomic Bulletin and Review, 12, 769–786.

Forster, S., & Lavie, N. (2009). Harnessing the wandering mind: The role of perceptual load. Cognition, 111(3), 345–355.PubMedPubMedCentral

Giambra, L. M. (1995). A laboratory method for investigating influences on switching attention to task-unrelated imagery and thought. Consciousness and Cognition: An International Journal, 4(1), 1–21.

Goller, H. G., Banks, J. B., & Meier, M. (2020). An individual differences investigation of the relations among life event stress, working memory capacity, and mind wandering: A preregistered replication-extension study. Memory & Cognition, 48, 759–771.

Grodsky, A., & Giambra, L. M. (1990). The consistency across vigilance and reading tasks of individual differences in the occurrence of task-unrelated and task-related images and thoughts. Imagination, Cognition and Personality, 10(1), 39–52.

Jonkman, L. M., Markus, C. R., Franklin, M. S., & van Dalfsen, J. H. (2017). Mind wandering during attention performance: Effects of ADHD-inattention symptomatology, negative mood, ruminative response style and working memory capacity. PLoS ONE, 12(7), e0181213.PubMedPubMedCentral

Ju, Y. J., & Lien, Y. W. (2018). Who is prone to wander and when? Examining an integrative effect of working memory capacity and mindfulness trait on mind wandering under different task loads. Consciousness and Cognition, 63, 1–10.

Kane, M. J., Smeekens, B. A., Meier, M., Welhaf, M., & Phillips, N. (2021). Testing the construct validity of competing measurement approaches to probed mind-wandering reports. Behavior Research Methods. https://doi.org/10.31234/osf.io/te9yc.CrossRefPubMedPubMedCentral

Kane, M. J., Bleckley, M. K., Conway, A. R. A., & Engle, R. W. (2001). A controlled-attention view of working-memory capacity. Journal of Experimental Psychology: General, 130, 169–183.

Kane, M. J., Brown, L. H., McVay, J. C., Silvia, P. J., Myin-Germeys, I., & Kwapil, T. R. (2007). For whom the mind wanders, and when: An experience-sampling study of working memory and executive control in daily life. Psychological Science, 18(7), 614–621.PubMed

Kane, M. J., Gross, G. M., Chun, C. A., Smeekens, B. A., Meier, M. E., Silvia, P. J., & Kwapil, T. R. (2017). For whom the mind wandering, and when, varies across laboratory and daily-life settings. Psychological Science, 28, 1271–1289.PubMedPubMedCentral

Kane, M. J., Meier, M. E., Smeekens, B. A., Gross, G. M., Chun, C. A., Silvia, P. J., & Kwapil, T. R. (2016). Individual differences in the executive control of attention, memory, and thought, and their associations with schizotypy. Journal of Experimental Psychology: General, 145, 1017–1048.

Killingsworth, M. A., & Gilbert, D. T. (2010). A wandering mind is an unhappy mind. Science, 330, 932.PubMed

Kline, R. B. (2011). Principles and Practice of Structural Equation Modeling. Guilford Press.

Klinger, E. (1999). Thought flow: Properties and mechanisms underlying shifts in content. In J. A. Singer & P. Salovey (Eds.), At play in the fields of consciousness: Essays in honor of Jerome L. Singer (pp. 29–50). Erlbaum.

Klinger, E. (2009). Daydreaming and fantasizing: Thought flow and motivation. In K. D. Markman, W. M. P. Klein, & J. A. Suhr (Eds.), Handbook of Imagination and Mental Simulation (pp. 225–239). Psychology Press.

Knowles, D., & Tay, R. (2002). Driver inattention: More risky than the fatal four? Proceedings of the 2002 Road Safety Research, Policing and Education Conference, Adelaide, SA, 377–392.

Lang, P. J., Greenwald, M. K., Bradley, M. M., & Hamm, A. O. (1993). Looking at pictures: Affective, facial, visceral, and behavioral reactions. Psychophysiology, 30(3), 261–273.PubMed

Levinson, D. B., Smallwood, J., & Davidson, R. J. (2012). The persistence of thought: Evidence for a role of working memory in the maintenance of task-unrelated thinking. Psychological Science, 23(4), 375–380.

Lewandowsky, S., Oberauer, K., Yang, L.-X., & Ecker, U. K. H. (2010). A working memory test battery for MATLAB. Behavior Research Methods, 42, 571–585.PubMed

Lyubomirsky, S., Kasri, F., & Zehm, K. (2003). Dysphoric rumination impairs concentration on academic tasks. Cognitive Therapy and Research, 27(3), 309–330.

Marcusson-Clavertz, D., Cardeña, E., & Terhune, D. B. (2016). Daydreaming style moderates the relation between working memory and mind wandering: Integrating two hypotheses. Journal of Experimental Psychology: Learning Memory and Cognition, 42(3), 451–464.

Marcusson-Clavertz, D., Kjell, O. N. E., Kim, J., Persson, S. D., & Cardeña, E. (2020). Sad mood and poor sleep are related to task-unrelated thoughts and experience of diminished cognitive control. Scientific Reports, 10(1), 8940.PubMedPubMedCentral

McVay, J. C., & Kane, M. J. (2009). Conducting the train of thought: Working memory capacity, goal neglect, and mind wandering in an executive-control task. Journal of Experimental Psychology: Learning, Memory, and Cognition, 35, 196–204.PubMed

McVay, J. C., & Kane, M. J. (2010). Does mind wandering reflect executive function or executive failure? Comment on Smallwood and Schooler (2006) and Watkins (2008). Psychological Bulletin., 136, 188–197.PubMedPubMedCentral

McVay, J. C., & Kane, M. J. (2012a). Drifting from slow to “D’oh!”: Working memory capacity and mind wandering predict extreme reaction times and executive control errors. Journal of Experimental Psychology: Learning, Memory, and Cognition, 38, 525–549.PubMed

McVay, J. C., & Kane, M. J. (2012b). Why does working memory capacity predict variation in reading comprehension? On the influence of mind wandering and executive attention. Journal of Experimental Psychology: General, 141, 302–320.

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, 44(10), 1567–1585.PubMed

Meier, M. E. (2019). Is there a positive association between working memory capacity and mind wandering in a low-demand breathing task? A preregistered replication of a study by Levinson, Smallwood, and Davidson (2012). Psychological Science, 30(5), 789–797.

Mrazek, M. D., Phillips, D. T., Franklin, M. S., Broadway, J. M., & Schooler, J. W. (2013). Young and restless: Validation of the Mind-Wandering Questionnaire (MWQ) reveals disruptive impact of mind-wandering for youth. Frontiers in Psychology, 4, 1–7.

Mrazek, M. D., Smallwood, J., Franklin, M. S., Chin, J. M., Baird, B., & Schooler, J. W. (2012a). The role of mind-wandering in measurements of general aptitude. Journal of Experimental Psychology: General, 141(4), 788–798.

Mrazek, M. D., Smallwood, J., & Schooler, J. W. (2012b). Mindfulness and mind-wandering: Finding convergence through opposing constructs. Emotion, 12, 442–448.PubMed

Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008). Rethinking rumination. Perspectives on Psychological Science, 3(5), 400–424.PubMed

Poerio, G. L., Totterdell, P., & Miles, E. (2013). Mind-wandering and negative mood: Does one thing really lead to another? Consciousness and Cognition, 22, 1412–1421.PubMed

Pratto, F., & John, O. P. (1991). Automatic vigilance: The attention grabbing power of negative social information. Journal of Personality and Social Psychology, 61, 380–391.PubMed

Randall, J. G., Oswald, F. L., & Beier, M. E. (2014). Mind-wandering, cognition, and performance: a theory-driven meta-analysis of attention regulation. Psychological Bulletin, 140(6), 1411.

Redick, T. S., Broadway, J. M., Meier, M. E., Kuriakose, P. S., Unsworth, N., Kane, M. J., & Engle, R. W. (2012). Measuring working memory capacity with automated complex span tasks. European Journal of Psychological Assessment, 28, 164–171.

Robison, M. K., Miller, A. L., & Unsworth, N. (2020). A multi-faceted approach to understanding individual differences in mind wandering. Cognition, 198, 104078.PubMed

Robison, M. K., Gath, K. I., & Unsworth, N. (2017). The neurotic wandering mind: An individual differences investigation of neuroticism, mind-wandering, and executive control. The Quarterly Journal of Experimental Psychology, 70(4), 649–663.PubMed

Robison, M. K., & Unsworth, N. (2018). Cognitive and contextual correlates of spontaneous and deliberate mind-wandering. Journal of Experimental Psychology: Learning, Memory, and Cognition, 44, 85–98.PubMed

Rosseel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1–36.

Rummel, J., & Boywitt, C. D. (2014). Controlling the stream of thought: Working memory capacity predicts adjustment of mind-wandering to situational demands. Psychonomic Bulletin & Review, 21(5), 1309–1315.

Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8, 23–74.

Schooler, J. W., Smallwood, J., Christoff, K., Handy, T. C., Reichle, E. D., & Sayette, M. A. (2004). Meta-awareness, perceptual decoupling and the wandering mind. Trends in Cognitive Sciences, 15(7), 319–326.

Seli, P., Cheyne, J. A., & Smilek, D. (2013). Wandering minds and wavering rhythms: linking mind wandering and behavioral variability. Journal of Experimental Psychology, 39(1), 1–5.PubMed

Seli, P., Carriere, J. S. A., & Smilek, D. (2014). Not all mind wandering is created equal: Dissociating deliberate from spontaneous mind wandering. Psychological Research Psychologische Forschung, 79(5), 750–758.PubMed

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.PubMed

Seli, P., Smallwood, J., Cheyne, J. A., & Smilek, D. (2015b). On the relation of mind wandering and ADHD symptomatology. Psychonomic Bulletin & Review, 22(3), 629–636.

Seli, P., Maillet, D., Smilek, D., Oakman, J. M., & Schacter, D. L. (2017a). Cognitive aging and the distinction between intentional and unintentional mind wandering. Psychology and Aging, 32(4), 315–324.PubMedPubMedCentral

Seli, P., Ralph, B. C. W., Konishi, M., Smilek, D., & Schacter, D. L. (2017b). What did you have in mind? Examining the content of intentional and unintentional types of mind wandering? Consciousness and Cognition, 51, 149–156.PubMedPubMedCentral

Seli, P., Ralph, B. C., Risko, E. F., Schooler, J. W., Schacter, D. L., & Smilek, D. (2017c). Intentionality and meta-awareness of mind wandering: Are they one and the same, or distinct dimensions? Psychonomic Bulletin & Review, 24(6), 1808–1818.

Seli, P., Risko, E. F., & Smilek, D. (2016a). On the necessity of distinguishing between unintentional and intentional mind wandering. Psychological Science, 27(5), 685–691.PubMed

Seli, P., Risko, E. F., Smilek, D., & Schacter, D. L. (2016b). Mind-wandering with and without intention. Trends in Cognitive Sciences, 20(8), 605–617.PubMedPubMedCentral

Seli, P., Kane, M. J., Smallwood, J., Schacter, D. L., Maillet, D., Schooler, J. W., & Smilek, D. (2018a). Mind-wandering as a natural kind: A family-resemblances view. Trends in Cognitive Sciences, 22(6), 479–490.

Seli, P., Kane, M. J., Metzinger, T., Smallwood, J., Schacter, D. L., Maillet, D., Smilek, D. (2018b). The family-resemblances framework for mind-wandering remains well clad. Trends in Cognitive Sciences, 22(11), 959–961.

Seli, P., Carriere, J. S., Wammes, J. D., Risko, E. F., Schacter, D. L., & Smilek, D. (2018c). On the clock: Evidence for the rapid and strategic modulation of mind wandering. Psychological Science, 29(8), 1247–1256.PubMed

Smallwood, J., McSpadden, M., & Schooler, J. W. (2008). When attention matters: The curious incident of the wandering mind. Memory and Cognition, 36, 1144–1150.PubMed

Smallwood, J., O’Connor, R. C., & Heim, D. (2005). Rumination, dysphoria, and subjective experience. Imagination, Cognition and Personality, 24(4), 355–367.

Smallwood, J., & Schooler, J. W. (2006). The restless mind. Psychological Bulletin, 132(6), 946.

Smallwood, J., & Andrews-Hanna, J. (2013). Not all minds that wander are lost: the importance of a balanced perspective on the mind-wandering state. Frontiers in Psychology, 4, 441.

Smallwood, J., Fitzgerald, A., Miles, L. K., & Phillips, L. H. (2009). Shifting moods, wandering minds: negative moods lead the mind to wander. Emotion, 9(2), 271.

Smeekens, B. A., & Kane, M. J. (2016). Working memory capacity, mind wandering, and creative cognition: An individual-differences investigation into the benefits of controlled versus spontaneous thought. Psychology of Aesthetics, Creativity, and the Arts, 10(4), 389–415.

Soemer, A., & Schiefele, U. (2019). Text difficulty, topic interest, and mind wandering during reading. Learning and Instruction, 61, 12–22.

Soemer, A., & Schiefele, U. (2020). Working memory capacity and (in)voluntary mind wandering. Psychonomic Bulletin and Review, 27, 758–767.PubMed

Stawarczyk, D., Majerus, S., Maj, M., Van der Linden, M., & D’Argembeau, A. (2011). Mind-wandering: Phenomenology and function as assessed with a novel experience sampling method. Acta Psychologica, 136(3), 370–381.PubMed

Tabachnick, B. G., & Fidell, L. S. (2013). Using Multivariate Statistics. Pearson.

Tingley, D., Yamamoto, T., Hirose, K., Imai, K., & Keele, L. (2014). Mediation: R package for causal mediation analysis. Journal of Statistical Software, 59(5), 1–38.

Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003). Rumination reconsidered: A psychometric analysis. Cognitive Therapy and Research, 27, 247–259.

Unsworth, N., & McMillan, B. D. (2014). Similarities and differences between mind-wandering and external distraction: A latent variable analysis of lapses of attention and their relation to cognitive abilities. Acta Psychologica, 150, 14–25.

Unsworth, N., & Robison, M. K. (2016). The influence of lapses of attention on working memory capacity. Memory and Cognition, 44, 188–196.PubMed

van Vugt, M. K., & Broers, N. (2016). Self-reported stickiness of mind-wandering affects task performance. Frontiers in Psychology, 7, 1–8.

Wammes, J. D., Seli, P., Cheyne, J. A., Boucher, P. O., & Smilek, D. (2016). Mind wandering during lectures II: Relation to academic performance. Scholarship of Teaching and Learning in Psychology, 2, 33–48.

Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070.PubMed

Weinstein, Y. (2018). Mind-wandering, how do I measure thee with probes? Let me count the ways. Behavior Research Methods, 50(2), 642–661.PubMed

Welhaf, M. S., Smeekens, B. A., Gazzia, N. C., Perkins, J. B., Silvia, P. J., Meier, M. E., Kwapil, T. R., & Kane, M. J. (2020). An exploratory analysis of individual differences in mind wandering content and consistency. Psychology of Consciousness: Theory, Research, and Practice, 7, 103–125.

Welz, A., Reinhard, I., Alpers, G. W., & Kuehner, C. (2018). Happy thoughts: Mind wandering affects mood in daily life. Mindfulness, 9(1), 332–343.

Zanesco, A. P., Denkova, E., Witkin, J. E., & Jha, A. P. (2020). Experience sampling of the degree of mind wandering distinguishes hidden attentional states. Cognition, 2, 2.

Zavagnin, M., Borella, E., & De Beni, R. (2014). When the mind wanders: Age-related differences between young and older adults. Acta Psychologica, 145, 54–64.PubMed

Titel: Individual differences in dimensions of mind wandering: the mediating role of emotional valence and intentionality
Auteurs: Jonathan B. Banks
Matthew S. Welhaf
Publicatiedatum: 31-08-2021
Uitgeverij: Springer Berlin Heidelberg
Gepubliceerd in: Psychological Research / Uitgave 5/2022
Print ISSN: 0340-0727
Elektronisch ISSN: 1430-2772
DOI: https://doi.org/10.1007/s00426-021-01579-2

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