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Featured researches published by Paul Seli.


Trends in Cognitive Sciences | 2016

Mind-Wandering With and Without Intention.

Paul Seli; Evan F. Risko; Daniel Smilek; Daniel L. Schacter

The past decade has seen a surge of research examining mind-wandering, but most of this research has not considered the potential importance of distinguishing between intentional and unintentional mind-wandering. However, a recent series of papers have demonstrated that mind-wandering reported in empirical investigations frequently occurs with and without intention, and, more crucially, that intentional and unintentional mind-wandering are dissociable. This emerging literature suggests that, to increase clarity in the literature, there is a need to reconsider the bulk of the mind-wandering literature with an eye toward deconvolving these two different cognitive experiences. In this review we highlight recent trends in investigations of the intentionality of mind-wandering, and we outline a novel theoretical framework regarding the mechanisms underlying intentional and unintentional mind-wandering.


Psychological Science | 2016

On the Necessity of Distinguishing Between Unintentional and Intentional Mind Wandering

Paul Seli; Evan F. Risko; Daniel Smilek

In recent years, there has been an enormous increase in the number of studies examining mind wandering. Although participants’ reports of mind wandering are often assumed to largely reflect spontaneous, unintentional thoughts, many researchers’ conceptualizations of mind wandering have left open the possibility that at least some of these reports reflect deliberate, intentional thought. Critically, however, in most investigations on the topic, researchers have not separately assessed each type of mind wandering; instead, they have measured mind wandering as a unitary construct, thereby conflating intentional and unintentional types. We report the first compelling evidence that an experimental manipulation can have qualitatively different effects on intentional and unintentional types of mind wandering. This result provides clear evidence that researchers interested in understanding mind wandering need to consider the distinction between unintentional and intentional occurrences of this phenomenon.


NeuroImage | 2017

Individual variation in intentionality in the mind-wandering state is reflected in the integration of the default-mode, fronto-parietal, and limbic networks

Johannes Golchert; Jonathan Smallwood; Elizabeth Jefferies; Paul Seli; Julia M. Huntenburg; Franziskus Liem; Mark E. Lauckner; Sabine Oligschläger; Boris C. Bernhardt; Arno Villringer; Daniel S. Margulies

Abstract Mind‐wandering has a controversial relationship with cognitive control. Existing psychological evidence supports the hypothesis that episodes of mind‐wandering reflect a failure to constrain thinking to task‐relevant material, as well the apparently alternative view that control can facilitate the expression of self‐generated mental content. We assessed whether this apparent contradiction arises because of a failure to consider differences in the types of thoughts that occur during mind‐wandering, and in particular, the associated level of intentionality. Using multi‐modal magnetic resonance imaging (MRI) analysis, we examined the cortical organisation that underlies inter‐individual differences in descriptions of the spontaneous or deliberate nature of mind‐wandering. Cortical thickness, as well as functional connectivity analyses, implicated regions relevant to cognitive control and regions of the default‐mode network for individuals who reported high rates of deliberate mind‐wandering. In contrast, higher reports of spontaneous mind‐wandering were associated with cortical thinning in parietal and posterior temporal regions in the left hemisphere (which are important in the control of cognition and attention) as well as heightened connectivity between the intraparietal sulcus and a region that spanned limbic and default‐mode regions in the ventral inferior frontal gyrus. Finally, we observed a dissociation in the thickness of the retrosplenial cortex/lingual gyrus, with higher reports of spontaneous mind‐wandering being associated with thickening in the left hemisphere, and higher repots of deliberate mind‐wandering with thinning in the right hemisphere. These results suggest that the intentionality of the mind‐wandering state depends on integration between the control and default‐mode networks, with more deliberation being associated with greater integration between these systems. We conclude that one reason why mind‐wandering has a controversial relationship with control is because it depends on whether the thoughts emerge in a deliberate or spontaneous fashion. HighlightsDeliberate and spontaneous mind‐wandering have unique structural and functional correlates.Reports of deliberate mind‐wandering correlated with regions in both default‐mode and fronto‐parietal networks.Spontaneous mind‐wandering was linked to less integrity in parietal and temporal regions.Intentionality during the mind‐wandering state may depend upon integration between the default‐mode and fronto‐parietal networks.These neurocognitive differences explain why mind‐wandering has a complex relationship with cognitive control.


Psychonomic Bulletin & Review | 2016

On the relation between motivation and retention in educational contexts: The role of intentional and unintentional mind wandering

Paul Seli; Jeffrey D. Wammes; Evan F. Risko; Daniel Smilek

Highly motivated students often exhibit better academic performance than less motivated students. However, to date, the specific cognitive mechanisms through which motivation increases academic achievement are not well understood. Here we explored the possibility that mind wandering mediates the relation between motivation and academic performance, and additionally, we examined possible mediation by both intentional and unintentional forms of mind wandering. We found that participants reporting higher motivation to learn in a lecture-based setting tended to engage in less mind wandering, and that this decrease in mind wandering was in turn associated with greater retention of the lecture material. Critically, we also found that the influence of motivation on retention was mediated by both intentional and unintentional types of mind wandering. Not only do the present results advance our theoretical understanding of the mechanisms underlying the relation between motivation and academic achievement, they also provide insights into possible methods of intervention that may be useful in improving student retention in educational settings.


Psychological Research-psychologische Forschung | 2017

Intrusive thoughts: linking spontaneous mind wandering and OCD symptomatology.

Paul Seli; Evan F. Risko; Christine Purdon; Daniel Smilek

One recent line of research in the literature on mind wandering has been concerned with examining rates of mind wandering in special populations, such as those characterized by attention-deficit/hyperactivity disorder, dysphoria, and schizophrenia. To best conceptualize mind wandering in studies examining special populations, it has recently been suggested that researchers distinguish between deliberate and spontaneous subtypes of this experience. Extending this line of research on mind wandering in special populations, in a large non-clinical sample (Nxa0=xa02636), we examined how rates of deliberate and spontaneous mind wandering vary with symptoms of obsessive–compulsive disorder (OCD). Results indicate that, whereas deliberate mind wandering is not associated with OCD symptomatology, spontaneous mind wandering is, with higher reports of spontaneous mind wandering being associated with higher reports of OCD symptoms. We discuss the implications of these results for understanding both mind wandering and OCD.


Consciousness and Cognition | 2016

Assessing the associations among trait and state levels of deliberate and spontaneous mind wandering

Paul Seli; Evan F. Risko; Daniel Smilek

Recent research has demonstrated that mind wandering can be subdivided into spontaneous and deliberate types, and this distinction has been found to hold at both the trait and state levels. However, to date, no attempts have been made to link trait-level spontaneous and deliberate mind wandering with state-level assessments of these two subtypes of mind wandering. Here we evaluated whether trait-level deliberate and spontaneous mind wandering map onto state levels of these subtypes of mind wandering. Results showed correspondence between trait-level reports of spontaneous and deliberate mind wandering and their state-level counterparts, indicating that peoples reports on the intentionality of their mind wandering in the laboratory correspond to their reports of the intentionality of mind wandering in everyday life. Thus, the trait- and state-level scales of mind wandering were found to validate each other: Whereas the state-level measures provided some construct validity for the trait-level measures, the trait-level measures indicated that the state-level measures may be generalizable to everyday situations.


Consciousness and Cognition | 2016

The Attention-Lapse and Motor Decoupling accounts of SART performance are not mutually exclusive ☆

Paul Seli

There is an ongoing debate about the mechanisms purported to underlie performance in the Sustained-Attention-to-Response Task (SART). Whereas the Attention-Lapse account posits that SART errors result from attentional disengagement, the Motor Decoupling account proposes that SART errors result from failures to inhibit a fast, prepotent motor response, despite adequate attention to the task. That SART performance might be fully accounted for by motor decoupling is problematic for a Attention-Lapse account, and for the use of the SART as an index of attention lapses. To test whether SART performance is in fact fully accounted for by motor decoupling, I examined the relation between SART performance and attention lapses while controlling for motor decoupling. The results were clear: The SART was associated with attention lapses independently of motor decoupling. Thus, the present study suggests that both accounts are correct and that the SART is a valid measure of attention lapses.


Consciousness and Cognition | 2017

Mindfulness and mind wandering: The protective effects of brief meditation in anxious individuals

Mengran Xu; Christine Purdon; Paul Seli; Daniel Smilek

Mind wandering can be costly, especially when we are engaged in attentionally demanding tasks. Preliminary studies suggest that mindfulness can be a promising antidote for mind wandering, albeit the evidence is mixed. To better understand the exact impact of mindfulness on mind wandering, we had a sample of highly anxious undergraduate students complete a sustained-attention task during which off-task thoughts including mind wandering were assessed. Participants were randomly assigned to a meditation or control condition, after which the sustained-attention task was repeated. In general, our results indicate that mindfulness training may only have protective effects on mind wandering for anxious individuals. Meditation prevented the increase of mind wandering over time and ameliorated performance disruption during off-task episodes. In addition, we found that the meditation intervention appeared to promote a switch of attentional focus from the internal to present-moment external world, suggesting important implications for treating worrying in anxious populations.


Consciousness and Cognition | 2017

What did you have in mind? Examining the content of intentional and unintentional types of mind wandering

Paul Seli; Brandon C. W. Ralph; Mahiko Konishi; Daniel Smilek; Daniel L. Schacter

It has recently been argued that researchers should distinguish between mind wandering (MW) that is engaged with and without intention. Supporting this argument, studies have found that intentional and unintentional MW have behavioral/neural differences, and that they are differentially associated with certain variables of theoretical interest. Although there have been considerable inroads made into the distinction between intentional/unintentional MW, possible differences in their content remain unexplored. To determine whether these two types of MW differ in content, we had participants complete a task during which they categorized their MW as intentional or unintentional, and then provided responses to questions about the content of their MW. Results indicated that intentional MW was more frequently rated as being future-oriented and less vague than unintentional MW. These findings shed light on the nature of intentional and unintentional MW and provide support for the argument that researchers should distinguish between intentional and unintentional types.


Consciousness and Cognition | 2017

Mind-wandering and task stimuli: Stimulus-dependent thoughts influence performance on memory tasks and are more often past- versus future-oriented

David Maillet; Paul Seli; Daniel L. Schacter

Although many studies have indicated that participants frequently mind-wander during experimental tasks, relatively little research has examined the extent to which such thoughts are triggered by task stimuli (stimulus-dependent thoughts; SDTs) versus internally triggered (stimulus-independent thoughts; SITs). In the current experiment, we assessed differences in the frequency and characteristics of SDTs and SITs, as well as their associations with subsequent memory in young adults. Whereas frequency of SDTs (but not SITs) increased in a task with more meaningful stimuli, frequency of SITs (but not SDTs) increased in an easier task. Furthermore, only SDTs were more likely to be past- versus future-oriented. Finally, frequency and vividness of SDTs during a shallow, but not a deep, incidental encoding task both correlated with later memory performance for word stimuli. These results suggest that SDTs differ from SITs in several important ways.

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Michael J. Kane

University of North Carolina at Greensboro

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