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Guendelman S, Kaltwasser L, Bayer M, Gallese V, Dziobek I. Brain mechanisms underlying the modulation of heart rate variability when accepting and reappraising emotions. Sci Rep 2024; 14:18756. [PMID: 39138266 PMCID: PMC11322180 DOI: 10.1038/s41598-024-68352-4] [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: 02/02/2024] [Accepted: 07/23/2024] [Indexed: 08/15/2024] Open
Abstract
Heart rate variability (HRV) has been linked to resilience and emotion regulation (ER). How HRV and brain processing interact during ER, however, has remained elusive. Sixty-two subjects completed the acquisition of resting HRV and task HRV while performing an ER functional Magnetic Resonance Imaging (fMRI) paradigm, which included the differential strategies of ER reappraisal and acceptance in the context of viewing aversive pictures. We found high correlations of resting and task HRV across all emotion regulation strategies. Furthermore, individuals with high levels of resting, but not task, HRV showed numerically lower distress during ER with acceptance. Whole-brain fMRI parametrical modulation analyses revealed that higher task HRV covaried with dorso-medial prefrontal activation for reappraisal, and dorso-medial prefrontal, anterior cingulate and temporo-parietal junction activation for acceptance. Subjects with high resting HRV, compared to subjects with low resting HRV, showed higher activation in the pre-supplementary motor area during ER using a region of interest approach. This study demonstrates that while resting and task HRV exhibit a positive correlation, resting HRV seems to be a better predictor of ER capacity. Resting and task HRV were associated with ER brain activation in mid-line frontal cortex (i.e. DMPFC).
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Affiliation(s)
- Simón Guendelman
- Clinical Psychology of Social Interaction, Institute of Psychology, Humboldt-Universität Zu Berlin, Berlin, Germany.
- Berlin School of Mind and Brain, Humboldt-Universität Zu Berlin, Berlin, Germany.
| | - Laura Kaltwasser
- Berlin School of Mind and Brain, Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Mareike Bayer
- Clinical Psychology of Social Interaction, Institute of Psychology, Humboldt-Universität Zu Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität Zu Berlin, Berlin, Germany
| | - Vittorio Gallese
- Department of Medicine & Surgery, Unit of Neuroscience, University of Parma, Parma, Italy
- Italian Academy for Advanced Studies in America, Columbia University, New York, USA
| | - Isabel Dziobek
- Clinical Psychology of Social Interaction, Institute of Psychology, Humboldt-Universität Zu Berlin, Berlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität Zu Berlin, Berlin, Germany
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2
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Xie S, Liu J, Hu Y, Liu W, Ma C, Jin S, Zhang L, Kang Y, Ding Y, Zhang X, Hu Z, Cheng W, Yang Z. A normative model of brain responses to social scenarios reflects the maturity of children and adolescents' social-emotional abilities. Soc Cogn Affect Neurosci 2023; 18:nsad062. [PMID: 37930841 PMCID: PMC10649363 DOI: 10.1093/scan/nsad062] [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: 02/01/2023] [Revised: 07/19/2023] [Accepted: 10/24/2023] [Indexed: 11/08/2023] Open
Abstract
The rapid brain maturation in childhood and adolescence accompanies the development of socio-emotional functioning. However, it is unclear how the maturation of the neural activity drives the development of socio-emotional functioning and individual differences. This study aimed to reflect the age dependence of inter-individual differences in brain responses to socio-emotional scenarios and to develop naturalistic imaging indicators to assess the maturity of socio-emotional ability at the individual level. Using three independent naturalistic imaging datasets containing healthy participants (n = 111, 21 and 122), we found and validated that age-modulated inter-individual concordance of brain responses to socio-emotional movies in specific brain regions. The similarity of an individual's brain response to the average response of older participants was defined as response typicality, which predicted an individual's emotion regulation strategies in adolescence and theory of mind (ToM) in childhood. Its predictive power was not superseded by age, sex, cognitive performance or executive function. We further showed that the movie's valence and arousal ratings grounded the response typicality. The findings highlight that forming typical brain response patterns may be a neural phenotype underlying the maturation of socio-emotional ability. The proposed response typicality represents a neuroimaging approach to measure individuals' maturity of cognitive reappraisal and ToM.
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Affiliation(s)
- Shuqi Xie
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Jingjing Liu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Yang Hu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Wenjing Liu
- Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 201108, China
| | - Changminghao Ma
- Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 201108, China
| | - Shuyu Jin
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Lei Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Yinzhi Kang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Yue Ding
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Xiaochen Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Zhishan Hu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
| | - Wenhong Cheng
- Department of Child and Adolescent Psychiatry, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 201108, China
- Department of Psychological Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Zhi Yang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200030, China
- Institute of Psychological and Behavioral Science, Shanghai Jiao Tong University, Shanghai 200030, China
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing 100035, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing 100054, China
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3
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Sakhaei H, Gu N, Looha MA. Assessing the association between subjective evaluation of space qualities and physiological responses through cinematic environments' emotion-eliciting stimuli. Front Psychol 2023; 13:1012758. [PMID: 36710787 PMCID: PMC9879063 DOI: 10.3389/fpsyg.2022.1012758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/09/2022] [Indexed: 01/15/2023] Open
Abstract
Objectives Human perception of the built environment affects emotional and physiological states. This research focused on the association between evaluating a space's visual qualities and physiological responses by mediating film contents to indicate the association between physiological indicators and assessing the quality of space in the presence of environmental stimuli. Method Data collection was conducted using a psychological questionnaire and physiological indicators of heart rate (HR), blood pressure (BP), skin resistance level (SRL), and body temperature (BT) during the film screening. The ANOVA was conducted to compare different variables in the three films alongside linear regression to analyze the impact of variables on space quality. Spearman correlation coefficient analyses were performed to find the association between variables. Results The descriptive statistics showed significant changes in psychological and physiological variables in films. Associations between the NAQ factor and physiological changes in HR, SBP, and DBP factors were significant. The results derived from the simple and multiple linear regressions depicted the significant impact of physiological factors on HR and BP on perceiving the quality of space. Conclusion It was concluded that physiological changes caused by emotional arousal could be strongly associated with psychological assessments. Stimuli-affected video contents illustrating architectural spaces could efficiently extract the impact of physiological states and human cognitive responses to the space quality. Physiological characteristics related to the space appraisal could help realize the human-environment interaction in a multi-layered approach to the built environment and spatial cognition.
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Affiliation(s)
- Hamidreza Sakhaei
- Architectural Design, Modeling, and Fabrication Lab, Department of Architecture, Tarbiat Modares University, Tehran, Iran
| | - Ning Gu
- UniSA Creative, Australian Research Centre for Interactive and Virtual Environments, University of South Australia, Adelaide, SA, Australia
| | - Mehdi Azizmohammad Looha
- Department of Biostatistics, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Madsen J, Parra LC. Cognitive processing of a common stimulus synchronizes brains, hearts, and eyes. PNAS NEXUS 2022; 1:pgac020. [PMID: 36712806 PMCID: PMC9802497 DOI: 10.1093/pnasnexus/pgac020] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 01/14/2022] [Accepted: 03/01/2022] [Indexed: 04/21/2023]
Abstract
Neural, physiological, and behavioral signals synchronize between human subjects in a variety of settings. Multiple hypotheses have been proposed to explain this interpersonal synchrony, but there is no clarity under which conditions it arises, for which signals, or whether there is a common underlying mechanism. We hypothesized that cognitive processing of a shared stimulus is the source of synchrony between subjects, measured here as intersubject correlation (ISC). To test this, we presented informative videos to participants in an attentive and distracted condition and subsequently measured information recall. ISC was observed for electro-encephalography, gaze position, pupil size, and heart rate, but not respiration and head movements. The strength of correlation was co-modulated in the different signals, changed with attentional state, and predicted subsequent recall of information presented in the videos. There was robust within-subject coupling between brain, heart, and eyes, but not respiration or head movements. The results suggest that ISC is the result of effective cognitive processing, and thus emerges only for those signals that exhibit a robust brain-body connection. While physiological and behavioral fluctuations may be driven by multiple features of the stimulus, correlation with other individuals is co-modulated by the level of attentional engagement with the stimulus.
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Affiliation(s)
| | - Lucas C Parra
- Department of Biomedical Engineering, City College of New York, 160 Convent Avenue, New York, NY 10031, USA
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Tronstad C, Amini M, Bach DR, Martinsen OG. Current trends and opportunities in the methodology of electrodermal activity measurement. Physiol Meas 2022; 43. [PMID: 35090148 DOI: 10.1088/1361-6579/ac5007] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/28/2022] [Indexed: 11/12/2022]
Abstract
Electrodermal activity (EDA) has been measured in the laboratory since the late 1800s. Although the influence of sudomotor nerve activity and the sympathetic nervous system on EDA is well established, the mechanisms underlying EDA signal generation are not completely understood. Owing to simplicity of instrumentation and modern electronics, these measurements have recently seen a transfer from the laboratory to wearable devices, sparking numerous novel applications while bringing along both challenges and new opportunities. In addition to developments in electronics and miniaturization, current trends in material technology and manufacturing have sparked innovations in electrode technologies, and trends in data science such as machine learning and sensor fusion are expanding the ways that measurement data can be processed and utilized. Although challenges remain for the quality of wearable EDA measurement, ongoing research and developments may shorten the quality gap between wearable EDA and standardized recordings in the laboratory. In this topical review, we provide an overview of the basics of EDA measurement, discuss the challenges and opportunities of wearable EDA, and review recent developments in instrumentation, material technology, signal processing, modeling and data science tools that may advance the field of EDA research and applications over the coming years.
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Affiliation(s)
- Christian Tronstad
- Department of Clinical and Biomedical Engineering, Oslo University Hospital, Sognsvannsveien 20, Oslo, 0372, NORWAY
| | - Maryam Amini
- Physics, University of Oslo Faculty of Mathematics and Natural Sciences, Sem Sælands vei 24, Oslo, 0371, NORWAY
| | - Dominik R Bach
- Wellcome Centre for Human Neuroimaging, University College London, 12 Queen Square, London, London, WC1N 3AZ, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
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6
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Pérez P, Madsen J, Banellis L, Türker B, Raimondo F, Perlbarg V, Valente M, Niérat MC, Puybasset L, Naccache L, Similowski T, Cruse D, Parra LC, Sitt JD. Conscious processing of narrative stimuli synchronizes heart rate between individuals. Cell Rep 2021; 36:109692. [PMID: 34525363 DOI: 10.1016/j.celrep.2021.109692] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 06/15/2021] [Accepted: 08/19/2021] [Indexed: 10/20/2022] Open
Abstract
Heart rate has natural fluctuations that are typically ascribed to autonomic function. Recent evidence suggests that conscious processing can affect the timing of the heartbeat. We hypothesized that heart rate is modulated by conscious processing and therefore dependent on attentional focus. To test this, we leverage the observation that neural processes synchronize between subjects by presenting an identical narrative stimulus. As predicted, we find significant inter-subject correlation of heart rate (ISC-HR) when subjects are presented with an auditory or audiovisual narrative. Consistent with our hypothesis, we find that ISC-HR is reduced when subjects are distracted from the narrative, and higher ISC-HR predicts better recall of the narrative. Finally, patients with disorders of consciousness have lower ISC-HR, as compared to healthy individuals. We conclude that heart rate fluctuations are partially driven by conscious processing, depend on attentional state, and may represent a simple metric to assess conscious state in unresponsive patients.
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Affiliation(s)
- Pauline Pérez
- Paris Brain Institute, ICM, 75013 Paris, France; Inserm U 1127, 75013 Paris, France; CNRS UMR 7225, 75013 Paris, France
| | - Jens Madsen
- Department of Biomedical Engineering, City College of New York, New York, NY, USA
| | - Leah Banellis
- School of Psychology, University of Birmingham, Birmingham B15 2TT, England; Centre for Human Brain Health, University of Birmingham, Birmingham B15 2TT, England
| | - Bașak Türker
- Paris Brain Institute, ICM, 75013 Paris, France; Inserm U 1127, 75013 Paris, France; CNRS UMR 7225, 75013 Paris, France
| | | | - Vincent Perlbarg
- Bioinformatics and Biostatistics Core Facility, iCONICS, IHU-A-ICM, Institut du Cerveau et de la Moelle épinière, Paris, France
| | | | - Marie-Cécile Niérat
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, 75005 Paris, France
| | - Louis Puybasset
- Department of Anesthesia and Intensive Care, Pitié-Salpetrière Hospital, Paris, France; Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, LIB, Paris, France
| | - Lionel Naccache
- Paris Brain Institute, ICM, 75013 Paris, France; Inserm U 1127, 75013 Paris, France; CNRS UMR 7225, 75013 Paris, France; Department of Neurophysiology, Hôpital de la Pitié-Salpetrière, AP-HP, 75013 Paris, France; Faculté de Médecine Pitié-Salpêtrière, Sorbonne Université, 75013 Paris, France
| | - Thomas Similowski
- Sorbonne Université, INSERM, UMRS1158 Neurophysiologie Respiratoire Expérimentale et Clinique, 75005 Paris, France; AP-HP, Groupe Hospitalier Universitaire APHP-Sorbonne Université, site Pitié-Salpêtrière, Service de Pneumologie, Médecine Intensive et Réanimation (Département R3S), 75013 Paris, France
| | - Damian Cruse
- School of Psychology, University of Birmingham, Birmingham B15 2TT, England; Centre for Human Brain Health, University of Birmingham, Birmingham B15 2TT, England
| | - Lucas C Parra
- Department of Biomedical Engineering, City College of New York, New York, NY, USA.
| | - Jacobo D Sitt
- Paris Brain Institute, ICM, 75013 Paris, France; Inserm U 1127, 75013 Paris, France; CNRS UMR 7225, 75013 Paris, France.
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Ardizzi M, Ferroni F, Umiltà MA, Pinardi C, Errante A, Ferri F, Fadda E, Gallese V. Visceromotor Roots of Aesthetic Evaluation of Pain in art: an fMRI Study. Soc Cogn Affect Neurosci 2021; 16:1113-1122. [PMID: 33988702 PMCID: PMC8599194 DOI: 10.1093/scan/nsab066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 04/30/2021] [Accepted: 05/14/2021] [Indexed: 11/15/2022] Open
Abstract
Empathy for pain involves sensory and visceromotor brain regions relevant also in the first-person pain experience. Focusing on brain activations associated with vicarious experiences of pain triggered by artistic or non-artistic images, the present study aims to investigate common and distinct brain activation patterns associated with these two vicarious experiences of pain and to assess whether empathy for pain brain regions contributes to the formation of an aesthetic judgement (AJ) in non-art expert observers. Artistic and non-artistic facial expressions (painful and neutral) were shown to participants inside the scanner and then aesthetically rated in a subsequent behavioural session. Results showed that empathy for pain brain regions (i.e. bilateral insular cortex, posterior sector of the anterior cingulate cortex and the anterior portion of the middle cingulate cortex) and bilateral inferior frontal gyrus are commonly activated by artistic and non-artistic painful facial expressions. For the artistic representation of pain, the activity recorded in these regions directly correlated with participants’ AJ. Results also showed the distinct activation of a large cluster located in the posterior cingulate cortex/precuneus for non-artistic stimuli. This study suggests that non-beauty-specific mechanisms such as empathy for pain are crucial components of the aesthetic experience of artworks.
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Affiliation(s)
- Martina Ardizzi
- Department of Medicine and Surgery, University of Parma, Parma, Italy.,Lab Neuroscience & Humanities, University of Parma, Parma, Italy
| | - Francesca Ferroni
- Department of Medicine and Surgery, University of Parma, Parma, Italy.,Lab Neuroscience & Humanities, University of Parma, Parma, Italy
| | - Maria Alessandra Umiltà
- Lab Neuroscience & Humanities, University of Parma, Parma, Italy.,Department of Food and Drug, University of Parma, Parma, Italy.,Department of Art History Columbia University, Italian Academy for Advanced Studies, Columbia University, New York, NY, USA
| | - Chiara Pinardi
- Department of Neuroradiology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Antonino Errante
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Francesca Ferri
- Department of Neuroscience, Imaging and Clinical Science, University G. d'Annunzio, Chieti, Italy
| | - Elisabetta Fadda
- Lab Neuroscience & Humanities, University of Parma, Parma, Italy.,Department of Humanities, Social Sciences and Cultural Industries, University of Parma, Parma, Italy
| | - Vittorio Gallese
- Department of Medicine and Surgery, University of Parma, Parma, Italy.,Lab Neuroscience & Humanities, University of Parma, Parma, Italy.,Department of Art History Columbia University, Italian Academy for Advanced Studies, Columbia University, New York, NY, USA
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8
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Wassiliwizky E, Menninghaus W. Why and How Should Cognitive Science Care about Aesthetics? Trends Cogn Sci 2021; 25:437-449. [PMID: 33810983 DOI: 10.1016/j.tics.2021.03.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 02/18/2021] [Accepted: 03/09/2021] [Indexed: 12/16/2022]
Abstract
Empirical aesthetics has found its way into mainstream cognitive science. Until now, most research has focused either on identifying the internal processes that underlie a perceiver's aesthetic experience or on identifying the stimulus features that lead to a specific type of aesthetic experience. To progress, empirical aesthetics must integrate these approaches into a unified paradigm that encourages researchers to think in terms of temporal dynamics and interactions between: (i) the stimulus and the perceiver; (ii) different systems within the perceiver; and (iii) different layers of the stimulus. At this critical moment, empirical aesthetics must also clearly identify and define its key concepts, sketch out its agenda, and specify its approach to grow into a coherent and distinct discipline.
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Affiliation(s)
- Eugen Wassiliwizky
- Department of Language and Literature, Max Planck Institute for Empirical Aesthetics, Grueneburgweg 14, 60322 Frankfurt am Main, Germany.
| | - Winfried Menninghaus
- Department of Language and Literature, Max Planck Institute for Empirical Aesthetics, Grueneburgweg 14, 60322 Frankfurt am Main, Germany
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Ardizzi M, Calbi M, Tavaglione S, Umiltà MA, Gallese V. Audience spontaneous entrainment during the collective enjoyment of live performances: physiological and behavioral measurements. Sci Rep 2020; 10:3813. [PMID: 32123246 PMCID: PMC7052145 DOI: 10.1038/s41598-020-60832-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 02/17/2020] [Indexed: 11/21/2022] Open
Abstract
Cardiac synchrony is a crucial component of shared experiences, considered as an objective measure of emotional processes accompanying empathic interactions. No study has investigated whether cardiac synchrony among people engaged in collective situations links to the individual emotional evaluation of the shared experience. We investigated theatrical live performances as collective experiences evoking strong emotional engagement in the audience. Cross Recurrence Quantification Analysis was applied to obtain the cardiac synchrony of twelve spectators’ quartets attending to two live acting performances. This physiological measure was then correlated with spectators’ emotional intensity ratings. Results showed an expected increment in synchrony among people belonging to the same quartet during both performances attendance and rest periods. Furthermore, participants’ cardiac synchrony was found to be correlated with audience’s convergence in the explicit emotional evaluation of the performances they attended to. These findings demonstrate that the mere co-presence of other people sharing a common experience is enough for cardiac synchrony to occur spontaneously and that it increases in function of a shared and coherent explicit emotional experience.
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Affiliation(s)
- Martina Ardizzi
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy.
| | - Marta Calbi
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Simona Tavaglione
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Vittorio Gallese
- Unit of Neuroscience, Department of Medicine and Surgery, University of Parma, Parma, Italy.,Department of Art History Columbia University, Italian Academy for Advanced Studies, Columbia University, New York, NY, USA
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