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Welhaf MS, Valdez MR, Banks JB, Bugg JM. Further unpacking age-related differences in mind wandering: The roles of emotional valence and meta-awareness. Mem Cognit 2025:10.3758/s13421-025-01713-0. [PMID: 40312579 DOI: 10.3758/s13421-025-01713-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2025] [Indexed: 05/03/2025]
Abstract
Age-related differences in mind wandering are robust. However, previous work examining such differences rarely considered the specific content of participants' mind wandering. We sought to replicate prior work showing that older adults' reduced frequency of mind wandering is specific to negative and neutral thoughts, and extend this work by examining the role of perceived stress in this pattern. We also tested if older and younger adults differed in the meta-awareness of their emotionally valenced mind wandering. Older and younger adults completed a sustained attention task with periodic thought probes and were instructed to self-catch any instances of mind wandering they had during the task. Consistent with prior work, older adults reported less mind wandering overall. Critically, using thought probes, we replicated the specific pattern of an age-related reduction in negative and neutral mind-wandering reports, but similar rates of positive mind-wandering between age groups. Further, the age-related difference in negative mind wandering was still evident after accounting for participants' level of perceived stress. There were also age-related differences in participants' self-caught mind wandering. While older adults had fewer self-caught episodes overall, the age difference was largest for neutral reports and smallest for negative reports. Age-related differences in the processing of, and preference for, certain emotional information appear to be evident in participants' off-task thinking. Our findings highlight that age-related differences in mind wandering might not be consistent across different contents and that future work should consider mind-wandering content, such as emotional valence, when testing for age-related differences.
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Affiliation(s)
- Matthew S Welhaf
- Department of Psychological and Brain Sciences, Washington University in St. Louis, CB 1125 One Brookings Drive, St. Louis, MO, 63130 - 4899, USA.
| | - Madeline R Valdez
- Department of Psychological and Brain Sciences, Washington University in St. Louis, CB 1125 One Brookings Drive, St. Louis, MO, 63130 - 4899, USA
| | - Jonathan B Banks
- Department of Psychology & Neuroscience, Nova Southeastern University, Fort Lauderdale, FL, USA
| | - Julie M Bugg
- Department of Psychological and Brain Sciences, Washington University in St. Louis, CB 1125 One Brookings Drive, St. Louis, MO, 63130 - 4899, USA
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2
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Wallace RS, Mckeown B, Goodall-Halliwell I, Chitiz L, Forest P, Karapanagiotidis T, Mulholland B, Turnbull A, Vanderwal T, Hardikar S, Gonzalez Alam TRJ, Bernhardt BC, Wang HT, Strawson W, Milham M, Xu T, Margulies DS, Poerio GL, Jefferies E, Skipper JI, Wammes JD, Leech R, Smallwood J. Mapping patterns of thought onto brain activity during movie-watching. eLife 2025; 13:RP97731. [PMID: 39792001 PMCID: PMC11723579 DOI: 10.7554/elife.97731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025] Open
Abstract
Movie-watching is a central aspect of our lives and an important paradigm for understanding the brain mechanisms behind cognition as it occurs in daily life. Contemporary views of ongoing thought argue that the ability to make sense of events in the 'here and now' depend on the neural processing of incoming sensory information by auditory and visual cortex, which are kept in check by systems in association cortex. However, we currently lack an understanding of how patterns of ongoing thoughts map onto the different brain systems when we watch a film, partly because methods of sampling experience disrupt the dynamics of brain activity and the experience of movie-watching. Our study established a novel method for mapping thought patterns onto the brain activity that occurs at different moments of a film, which does not disrupt the time course of brain activity or the movie-watching experience. We found moments when experience sampling highlighted engagement with multi-sensory features of the film or highlighted thoughts with episodic features, regions of sensory cortex were more active and subsequent memory for events in the movie was better-on the other hand, periods of intrusive distraction emerged when activity in regions of association cortex within the frontoparietal system was reduced. These results highlight the critical role sensory systems play in the multi-modal experience of movie-watching and provide evidence for the role of association cortex in reducing distraction when we watch films.
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Affiliation(s)
| | - Bronte Mckeown
- Department of Psychology, Queen's UniversityKingstonCanada
| | | | - Louis Chitiz
- Department of Psychology, Queen's UniversityKingstonCanada
| | - Philippe Forest
- Mathematical and Electrical Engineering Department, IMT AtlantiqueBrestFrance
| | | | | | - Adam Turnbull
- Department of Psychology, Stanford UniversityStanfordUnited States
| | - Tamara Vanderwal
- Faculty of Medicine, University of British ColumbiaVancouverCanada
| | - Samyogita Hardikar
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain SciencesLeipzigGermany
- Max Planck School of CognitionLeipzigGermany
| | | | - Boris C Bernhardt
- Montreal Neurological Institute-Hospital, McGill UniversityMontrealCanada
| | - Hao-Ting Wang
- Centre de Recherche de l'Institut Universitaire de Geriatrie de MontrealMontrealCanada
| | - Will Strawson
- School of Psychology, University of SussexBrightonUnited Kingdom
| | | | - Ting Xu
- Child Mind InstituteNew YorkUnited States
| | - Daniel S Margulies
- Integrative Neuroscience and Cognition Center, University of ParisParisFrance
| | - Giulia L Poerio
- School of Psychology, University of SussexBrightonUnited Kingdom
| | - Elizabeth Jefferies
- Division of Psychology & Language Sciences, University College LondonLondonUnited Kingdom
| | - Jeremy I Skipper
- Institute of Psychiatry, Psychology & Neuroscience, University College LondonLondonUnited Kingdom
| | | | - Robert Leech
- Department of Neuroimaging at the Institute of Psychiatry, Psychology and Neuroscience, King's College LondonLondonUnited Kingdom
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3
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Hovhannisyan M, Raffaelli Q, Chau N, Andrews-Hanna JR, Grilli MD. A novel scoring protocol reveals age-related differences in abstract compared to concrete thinking in cued autobiographical remembering. Sci Rep 2024; 14:30642. [PMID: 39730904 DOI: 10.1038/s41598-024-82493-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 12/05/2024] [Indexed: 12/29/2024] Open
Abstract
Human imagination has garnered growing interest in many fields. However, it remains unclear how to characterize different forms of imaginative thinking and how imagination differs between young and older adults. Here, we introduce a novel scoring protocol based on recent theoretical developments in the cognitive neuroscience of imagination to provide a broad tool with which to characterize imaginative thinking. The scoring protocol distinguishes between concrete/perceptual forms of imagination termed the "mind's eye" and abstract/reflective forms of imagination termed the "mind's mind." The protocol also captures whether thoughts pertain to the self, others, or both. We applied this scoring protocol with high inter-rater reliability across two studies involving distinct participants and narrative-based imagination tasks. When compared to young adults, older adults showed a bias toward general content, which is a feature of the mind's mind form of thinking while describing aloud their memories of specific, past events (Study 1). Further, older adults made fewer references to the self. In a separate study of only older adults (Study 2), increasing age was not associated with a bias toward the mind's mind while describing specific past or future events. These results reveal that imaginative thinking can be characterized within the Mind's Eye Mind's Mind framework, with implications for understanding cognitively normal older age.
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Affiliation(s)
- Mariam Hovhannisyan
- Department of Psychology, University of Arizona, 1503 E University Blvd, Tucson, AZ, 85721, USA.
| | - Quentin Raffaelli
- Department of Psychology, University of Arizona, 1503 E University Blvd, Tucson, AZ, 85721, USA
| | - Nadine Chau
- Department of Psychology, University of Arizona, 1503 E University Blvd, Tucson, AZ, 85721, USA
| | - Jessica R Andrews-Hanna
- Department of Psychology, University of Arizona, 1503 E University Blvd, Tucson, AZ, 85721, USA.
- Cognitive Science, University of Arizona, Tucson, AZ, USA.
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, USA.
| | - Matthew D Grilli
- Department of Psychology, University of Arizona, 1503 E University Blvd, Tucson, AZ, 85721, USA.
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, USA.
- Department of Neurology, University of Arizona, Tucson, AZ, USA.
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Stoica T, Andrews ES, Deffner AM, Griffith C, Grilli MD, Andrews-Hanna JR. Speaking Well and Feeling Good: Age-Related Differences in the Affective Language of Resting State Thought. AFFECTIVE SCIENCE 2024; 5:141-159. [PMID: 39050037 PMCID: PMC11264499 DOI: 10.1007/s42761-024-00239-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 05/01/2024] [Indexed: 07/27/2024]
Abstract
Despite the prevalence and importance of resting state thought for daily functioning and psychological well-being, it remains unclear how such thoughts differ between young and older adults. Age-related differences in the affective tone of resting state thoughts, including the affective language used to describe them, could be a novel manifestation of the positivity effect, with implications for well-being. To examine this possibility, a total of 77 young adults (M = 24.9 years, 18-35 years) and 74 cognitively normal older adults (M = 68.6 years, 58-83 years) spoke their thoughts freely during a think-aloud paradigm across two studies. The emotional properties of spoken words and participants' retrospective self-reported affective experiences were computed and examined for age differences and relationships with psychological well-being. Study 1, conducted before the start of the COVID-19 pandemic, revealed that older adults exhibited more diversity of positive, but not negative, affectively tinged words compared to young adults and more positive self-reported thoughts. Despite being conducted virtually during the COVID-19 pandemic, study 2 replicated many of study 1's findings, generalizing results across samples and study contexts. In an aggregated analysis of both samples, positive diversity predicted higher well-being beyond other metrics of affective tone, and the relationship between positive diversity and well-being was not moderated by age. Considering that older adults also exhibited higher well-being, these results hint at the possibility that cognitively healthy older adults' propensity to experience more diverse positive concepts during natural periods of restful thought may partly underlie age-related differences in well-being and reveal a novel expression of the positivity effect. Supplementary Information The online version contains supplementary material available at 10.1007/s42761-024-00239-z.
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Affiliation(s)
- Teodora Stoica
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Eric S. Andrews
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Austin M. Deffner
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Christopher Griffith
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Matthew D. Grilli
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucso, AZ USA
- Department of Neurology, University of Arizona, Tucson, AZ USA
| | - Jessica R. Andrews-Hanna
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
- Cognitive Science, University of Arizona, Tucson, AZ USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucso, AZ USA
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5
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Mckeown B, Strawson WH, Zhang M, Turnbull A, Konu D, Karapanagiotidis T, Wang HT, Leech R, Xu T, Hardikar S, Bernhardt B, Margulies D, Jefferies E, Wammes J, Smallwood J. Experience sampling reveals the role that covert goal states play in task-relevant behavior. Sci Rep 2023; 13:21710. [PMID: 38066069 PMCID: PMC10709616 DOI: 10.1038/s41598-023-48857-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 11/30/2023] [Indexed: 12/18/2023] Open
Abstract
Cognitive neuroscience has gained insight into covert states using experience sampling. Traditionally, this approach has focused on off-task states. However, task-relevant states are also maintained via covert processes. Our study examined whether experience sampling can also provide insights into covert goal-relevant states that support task performance. To address this question, we developed a neural state space, using dimensions of brain function variation, that allows neural correlates of overt and covert states to be examined in a common analytic space. We use this to describe brain activity during task performance, its relation to covert states identified via experience sampling, and links between individual variation in overt and covert states and task performance. Our study established deliberate task focus was linked to faster target detection, and brain states underlying this experience-and target detection-were associated with activity patterns emphasizing the fronto-parietal network. In contrast, brain states underlying off-task experiences-and vigilance periods-were linked to activity patterns emphasizing the default mode network. Our study shows experience sampling can not only describe covert states that are unrelated to the task at hand, but can also be used to highlight the role fronto-parietal regions play in the maintenance of covert task-relevant states.
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Affiliation(s)
- Brontë Mckeown
- Psychology Department, Queen's University, Kingston, K7L 3N6, Canada.
| | - Will H Strawson
- Neuroscience, Brighton and Sussex Medical School, University of Sussex, Brighton, BN1 9RH, UK
| | - Meichao Zhang
- CAS Key Laboratory of Behavioural Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Adam Turnbull
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94305, USA
| | - Delali Konu
- Department of Psychology, Durham University, Durham, DH1 3LE, UK
| | | | - Hao-Ting Wang
- Centre de Recherche de l'institut Universitaire de Gériatrie de Montréal (CRIUGM), Montreal, QC, H3W 1W5, Canada
| | - Robert Leech
- Centre for Neuroimaging Science, King's College, London, SE5 8AF, UK
| | - Ting Xu
- Center for the Developing Brain, Child Mind Institute, New York, 10022, USA
| | - Samyogita Hardikar
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, 04103, Leipzig, Germany
| | - Boris Bernhardt
- Montreal Neurological Institute, McGill University, Montreal, H3A 2B4, Canada
| | - Daniel Margulies
- Integrative Neuroscience and Cognition Center (UMR 8002, Centre National de la Recherche Scientifique (CNRS) and Université de Paris, 75006, Paris, France
| | | | - Jeffrey Wammes
- Psychology Department, Queen's University, Kingston, K7L 3N6, Canada
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Mulholland B, Goodall-Halliwell I, Wallace R, Chitiz L, Mckeown B, Rastan A, Poerio GL, Leech R, Turnbull A, Klein A, Milham M, Wammes JD, Jefferies E, Smallwood J. Patterns of ongoing thought in the real world. Conscious Cogn 2023; 114:103530. [PMID: 37619452 DOI: 10.1016/j.concog.2023.103530] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 04/09/2023] [Accepted: 05/08/2023] [Indexed: 08/26/2023]
Abstract
Health and well-being are impacted by our thoughts and the things we do. In the laboratory, studies suggest specific task contexts impact thought processes. More broadly, this suggests the people we are with, the places we are in, and the activities we perform may influence our thought patterns. In our study, participants completed experience sampling surveys for five days in daily life. Principal component analysis decomposed this data to identify common "patterns of thought," and linear mixed modelling related these patterns to the participants' activities. Our study replicated the influence of socializing on patterns of thought and established that this is part of a broader set of relationships linking activities to how thoughts are organized in daily life. Our study suggests sampling thinking in the real world may help map thoughts to activities, and these "thought-activity" mappings could be useful to researchers and health care professionals interested in health and well-being.
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Affiliation(s)
| | | | - Raven Wallace
- Department of Psychology, Queen's University, Canada
| | - Louis Chitiz
- Department of Psychology, Queen's University, Canada
| | | | | | - Giulia L Poerio
- School of Psychology, University of Sussex, England, United Kingdom
| | - Robert Leech
- Department of Neuroimaging, King's College, England, United Kingdom
| | - Adam Turnbull
- Department of Psychiatry and Behavioral Sciences, Stanford University, USA; Department of Brain and Cognitive Sciences, University of Rochester, USA
| | | | | | - Jeffrey D Wammes
- Centre for Neuroscience Studies, Queen's University, Canada; Department of Psychology, Queen's University, Canada
| | | | - Jonathan Smallwood
- Centre for Neuroscience Studies, Queen's University, Canada; Department of Psychology, Queen's University, Canada
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Cremona S, Joliot M, Mellet E. Cluster-based characterization of consistencies in individuals' thought profiles at rest in a cohort of 1779 French university students. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-04185-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
AbstractIs ongoing conscious thought spontaneous and situation-related, or is it recurrent and dependent on psychological dispositions? The answer is critical for resting-state functional connectivity (RSFC) paradigms that seek to correlate neuroanatomical states with conscious mental states. The goal of the present study was to characterize individual resting state thought profiles (RSTPs) and identify the recurrent ones, i.e., that could both be predicted by personality traits and predict subsequent negative affective states. The 1779 participants had a mean age of 22.1 years, 71.8% were females, and 71.8% were undergraduates. We collected the form and content of their thoughts during a 15-min RSFC session with a computerized retrospective self-questionnaire (ReSQ 2.0). Subsamples of participants also completed online autoquestionnaires assessing their psychological maturity and trait negative affectivity (with a four-day gap on average, N = 1270) and subsequent depressive and anxious states (1.4 years later on average, N = 922). Based on the multiple correspondence and clustering analyses of the ReSQ 2.0 responses, we identified six RSTPs distinctive by their content scope, temporal orientation, empathetic concern, and emotional valence. Multivariate analyses revealed that the probability of experiencing five of the six RSTPs was predicted by trait negative affectivity interacting with psychological maturity. Among them, a negatively valenced RSTP also increased the likelihood of subsequent negative affective states, suggesting its stable and recurrent nature. Identifying recurrent RSTPs is helpful for the future understanding of RSTPs’ contribution to RSFC. Additionally, it will be relevant to test whether acting on psychological maturity can alter the relationship between ongoing conscious thought and negative affectivity.
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Turnbull A, Seitz A, Tadin D, Lin FV. Unifying framework for cognitive training interventions in brain aging. Ageing Res Rev 2022; 81:101724. [PMID: 36031055 PMCID: PMC10681332 DOI: 10.1016/j.arr.2022.101724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 07/29/2022] [Accepted: 08/22/2022] [Indexed: 01/31/2023]
Abstract
Cognitive training is a promising tool for slowing or preventing cognitive decline in older adults at-risk for dementia. Its success, however, has been limited by a lack of evidence showing that it reliably causes broad training effects: improvements in cognition across a range of domains that lead to real-world benefits. Here, we propose a framework for enhancing the effect of cognitive training interventions in brain aging. The focus is on (A) developing cognitive training task paradigms that are informed by population-level cognitive characteristics and pathophysiology, and (B) personalizing how these sets are presented to participants during training via feedback loops that aim to optimize "mismatch" between participant capacity and training demands using both adaptation and random variability. In this way, cognitive training can better alter whole-brain topology in a manner that supports broad training effects in the context of brain aging.
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Affiliation(s)
- Adam Turnbull
- University of Rochester, USA; Stanford University, USA
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