Automatic Gaze-Based Detection of Mind Wandering with Metacognitive Awareness

Mind wandering as data augmentation: How mental travel supports abstraction

Behavioral and Brain Sciences ◽

10.1017/s0140525x1900311x ◽

2020 ◽

Vol 43 ◽

Author(s):

Myrthe Faber

Keyword(s):

Machine Learning ◽

Data Augmentation ◽

Mental Content ◽

Mind Wandering ◽

Theoretical Framework ◽

Important Addition

Abstract Gilead et al. state that abstraction supports mental travel, and that mental travel critically relies on abstraction. I propose an important addition to this theoretical framework, namely that mental travel might also support abstraction. Specifically, I argue that spontaneous mental travel (mind wandering), much like data augmentation in machine learning, provides variability in mental content and context necessary for abstraction.

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The Relationship Between Interoception and Metacognition

Journal of Psychophysiology ◽

10.1027/0269-8803/a000157 ◽

2016 ◽

Vol 30 (2) ◽

pp. 76-86 ◽

Cited By ~ 10

Author(s):

Judith Meessen ◽

Verena Mainz ◽

Siegfried Gauggel ◽

Eftychia Volz-Sidiropoulou ◽

Stefan Sütterlin ◽

...

Keyword(s):

Memory Performance ◽

Memory Task ◽

Demographic Characteristics ◽

Metacognitive Awareness ◽

Interoceptive Awareness ◽

Future Research ◽

Heartbeat Perception ◽

Interoceptive Accuracy ◽

The Relationship

Abstract. Recently, Garfinkel and Critchley (2013) proposed to distinguish between three facets of interoception: interoceptive sensibility, interoceptive accuracy, and interoceptive awareness. This pilot study investigated how these facets interrelate to each other and whether interoceptive awareness is related to the metacognitive awareness of memory performance. A sample of 24 healthy students completed a heartbeat perception task (HPT) and a memory task. Judgments of confidence were requested for each task. Participants filled in questionnaires assessing interoceptive sensibility, depression, anxiety, and socio-demographic characteristics. The three facets of interoception were found to be uncorrelated and interoceptive awareness was not related to metacognitive awareness of memory performance. Whereas memory performance was significantly related to metamemory awareness, interoceptive accuracy (HPT) and interoceptive awareness were not correlated. Results suggest that future research on interoception should assess all facets of interoception in order to capture the multifaceted quality of the construct.

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Psychometric Properties of the Spontaneous and Deliberate Mind Wandering Scales

European Journal of Psychological Assessment ◽

10.1027/1015-5759/a000470 ◽

2019 ◽

Vol 35 (6) ◽

pp. 878-890 ◽

Cited By ~ 4

Author(s):

David Marcusson-Clavertz ◽

Oscar N. E. Kjell

Keyword(s):

Anxiety Disorder ◽

Psychometric Properties ◽

Generalized Anxiety Disorder ◽

Social Desirability ◽

Cognitive Task ◽

Experience Sampling ◽

Well Being ◽

Mind Wandering ◽

Generalized Anxiety ◽

Psychological Variables

Abstract. Thinking about task-unrelated matters (mind wandering) is related to cognition and well-being. However, the relations between mind wandering and other psychological variables may depend on whether the former commence spontaneously or deliberately. The current two studies investigated the psychometric properties of the Spontaneous and Deliberate Mind Wandering Scales (SDMWS; Carriere, Seli, & Smilek, 2013 ). Study 1 evaluated the stability of the scales over 2 weeks ( N = 284 at Time 1), whereas Study 2 ( N = 323) evaluated their relations to Generalized anxiety disorder symptoms, Openness, Social desirability, and experience-sampling reports of intentional and unintentional mind wandering during an online cognitive task. The results indicated that the SDMWS were better fitted with a two-factor than a one-factor solution, although the fit was improved with the exclusion of one item. The scales exhibited strong measurement invariance across gender and time, and moderately high test-retest reliability. Spontaneous mind wandering predicted Generalized anxiety disorder and experience-sampling reports of unintentional mind wandering, whereas Deliberate mind wandering predicted Openness and experience-sampling reports of intentional mind wandering. Furthermore, Spontaneous mind wandering showed a negative association with social desirability of weak-to-medium strength. In sum, the scales generally showed favorable psychometric properties.

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