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Huang YH, Huang YT, Yen NS. Interoceptive sensibility differentiates the predictive pattern of emotional reactivity on depression. Front Psychol 2023; 14:1011584. [PMID: 36936002 PMCID: PMC10017445 DOI: 10.3389/fpsyg.2023.1011584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 02/13/2023] [Indexed: 03/06/2023] Open
Abstract
The role of emotional reactivity in the psychopathology of depression has been studied widely but not comprehensively. Inconsistencies in existing literature indicate the presence of other factors may affect this dynamic. An individual's method of processing their physiological sensations is a third variable because emotions are psychophysiological. This study identified the predictiveness of ease of activation, intensity, and duration of negative and positive emotions on depressive symptoms differentiated by interoceptive sensibility (IS). A total of 270 community participants filled-in questionnaires assessing their IS, habitual emotional reactivity, depressive severity, and response bias. A two-step clustering analysis identified the IS characteristics. Negative and positive reactivity models among each IS cluster were tested using bootstrapping regression, controlling for gender and response bias. IS can be clustered into "high IS," "low IS," and "worriers." Both positive and negative reactivity's predictiveness patterns on depression were different between IS clusters. Lower positive reactivity predicted depression among individuals with low IS (harder to activate positive emotions) and worriers (shorter duration of positive emotions) but not among individuals with high IS. Those with high IS also exhibited the highest positive reactivity. Ease of activating negative emotions predicted depression among high IS individuals, and a longer duration of negative emotions predicted depression among worriers. IS may affect the psychopathology of depression through subjective emotional reactivity. Thus, IS characteristics can be incorporated into intervention plans.
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Affiliation(s)
- Yun-Hsin Huang
- Department of Psychology, Fo Guang University, Yilan, Taiwan
| | - Yu-Ting Huang
- Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan
| | - Nai-Shing Yen
- Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan
- Department of Psychology, National Chengchi University, Taipei, Taiwan
- *Correspondence: Nai-Shing Yen,
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52
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Wendołowska A, Czyżowska N, Czyżowska D. The Role of Attachment and Dyadic Coping in Shaping Relational Intimacy: Actor-Partner Interdependence Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16211. [PMID: 36498285 PMCID: PMC9738089 DOI: 10.3390/ijerph192316211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 11/30/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
Abstract
People's attachment styles play a fundamental role in shaping their intimate relationships. Anxiously attached individuals have a strong need for closeness but a poor ability to obtain the closeness they seek. In contrast, people high in avoidance tend to avoid intimacy in close relationships. Dyadic coping can strengthen the bond between partners, and develop empathy, commitment, sensitivity, and responsiveness to the partner's needs, which may be the basis of shaping intimacy and closeness. The effects of attachment on relational intimacy were examined, using the actor-partner interdependence model and data from 144 heterosexual couples, aged 26 to 60. Both partners completed measures of attachment, intimacy as a relationship satisfaction dimension, and dyadic coping. The results showed that men's attachment-related avoidance is related to their own intimacy; also, the avoidant attachment of both spouses is related to each other's intimacy. The effect of having children on intimacy was significant for men; the effect of financial situation on intimacy was significant for women. Moreover, problem-focused common dyadic coping appeared to have a significant moderating effect on the relationship between attachment-related avoidance and intimacy. Adult attachment and dyadic coping significantly contributed to partners' relational intimacy.
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Affiliation(s)
- Anna Wendołowska
- Institute of Psychology, Jagiellonian University, 30-060 Kraków, Poland
| | - Natalia Czyżowska
- Institute of Psychology, Pedagogical University of Kraków, 30-084 Kraków, Poland
| | - Dorota Czyżowska
- Institute of Psychology, Jagiellonian University, 30-060 Kraków, Poland
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53
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Saito A, Sato W, Ikegami A, Ishihara S, Nakauma M, Funami T, Fushiki T, Yoshikawa S. Subjective-Physiological Coherence during Food Consumption in Older Adults. Nutrients 2022; 14:nu14224736. [PMID: 36432423 PMCID: PMC9698163 DOI: 10.3390/nu14224736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Subjective-physiological emotional coherence is thought to be associated with enhanced well-being, and a relationship between subjective-physiological emotional coherence and superior nutritional status has been suggested in older populations. However, no study has examined subjective-physiological emotional coherence among older adults while tasting food. Accordingly, the present study compared subjective-physiological emotional coherence during food consumption among older and younger adults. METHODS Participants consumed bite-sized gel-type foods with different flavors and provided their subjective ratings of the foods while their physiological responses (facial electromyography (EMG) of the corrugator supercilia, masseter, and suprahyoid, and other autonomic nervous system signals) were simultaneously measured. RESULTS Our primary findings were that (1) the ratings of liking, wanting, and valence were negatively correlated with corrugator EMG activity in older and young adult participants; (2) the positive association between masseter EMG activity and ratings of wanting/valence was weaker in the older than in the young adult group; and (3) arousal ratings were negatively correlated with corrugator EMG activity in the older group only. CONCLUSIONS These results demonstrate commonalities and differences in subjective-physiological emotional coherence during food intake between older and young adults.
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Affiliation(s)
- Akie Saito
- Psychological Process Research Team, Guardian Robot Project, RIKEN, Kyoto 619-0288, Japan
- Correspondence: (A.S.); (W.S.); Tel.: +81-774-95-1360 (A.S. & W.S.)
| | - Wataru Sato
- Psychological Process Research Team, Guardian Robot Project, RIKEN, Kyoto 619-0288, Japan
- Field Science Education and Research Center, Kyoto University, Kyoto 606-8502, Japan
- Correspondence: (A.S.); (W.S.); Tel.: +81-774-95-1360 (A.S. & W.S.)
| | | | | | | | | | - Tohru Fushiki
- Faculty of Agriculture, Ryukoku University, Ohtsu 520-2194, Japan
| | - Sakiko Yoshikawa
- Field Science Education and Research Center, Kyoto University, Kyoto 606-8502, Japan
- Faculty of the Arts, Kyoto University of the Arts, Kyoto 606-8501, Japan
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54
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Kiuru N, Malmberg LE, Eklund K, Penttonen M, Ahonen T, Hirvonen R. How are learning experiences and task properties associated with adolescents’ emotions and psychophysiological states? CONTEMPORARY EDUCATIONAL PSYCHOLOGY 2022. [DOI: 10.1016/j.cedpsych.2022.102095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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55
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Mastinu M, Melis M, Yousaf NY, Barbarossa IT, Tepper BJ. Emotional responses to taste and smell stimuli: Self-reports, physiological measures, and a potential role for individual and genetic factors. J Food Sci 2022; 88:65-90. [PMID: 36169921 DOI: 10.1111/1750-3841.16300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 06/24/2022] [Accepted: 07/26/2022] [Indexed: 11/30/2022]
Abstract
Taste and olfaction elicit conscious feelings by direct connection with the neural circuits of emotions that affects physiological responses in the body (e.g., heart rate and skin conductance). While sensory attributes are strong determinants of food liking, other factors such as emotional reactions to foods may be better predictors of consumer choices even for products that are equally-liked. Thus, important insights can be gained for understanding the full spectrum of emotional reactions to foods that inform the activities of product developers and marketers, eating psychologist and nutritionists, and policy makers. Today, self-reported questionnaires and physiological measures are the most common tools applied to study variations in emotional perception. The present review discusses these methodological approaches, underlining their different strengths and weaknesses. We also discuss a small, emerging literature suggesting that individual differences and genetic variations in taste and smell perception, like the genetic ability to perceive the bitter compound PROP, may also play a role in emotional reactions to aromas and foods.
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Affiliation(s)
- Mariano Mastinu
- Department of Biomedical Sciences, University of Cagliari, Monserrato, Italy.,Center for Sensory Sciences & Innovation & Department of Food Science, Rutgers University, New Brunswick, New Jersey, USA
| | - Melania Melis
- Department of Biomedical Sciences, University of Cagliari, Monserrato, Italy
| | - Neeta Y Yousaf
- Center for Sensory Sciences & Innovation & Department of Food Science, Rutgers University, New Brunswick, New Jersey, USA
| | | | - Beverly J Tepper
- Center for Sensory Sciences & Innovation & Department of Food Science, Rutgers University, New Brunswick, New Jersey, USA
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56
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Chen KH, Casey JJ, Connelly DE, Merrilees J, Yang CM, Miller BL, Levenson RW. Lower activity linkage between caregivers and persons with neurodegenerative diseases is associated with greater caregiver anxiety. Psychophysiology 2022; 59:e14040. [PMID: 35315937 PMCID: PMC9283273 DOI: 10.1111/psyp.14040] [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: 05/22/2021] [Revised: 10/24/2021] [Accepted: 12/01/2021] [Indexed: 11/28/2022]
Abstract
Physiological linkage refers to the degree to which two individuals' central/peripheral physiological activities change in coordinated ways. Previous research has focused primarily on linkage in the autonomic nervous system in laboratory settings, particularly examining how linkage is associated with social behavior and relationship quality. In this study, we examined how linkage in couples' daily somatic activity (e.g., synchronized movement measured from wrist sensors)-another important aspect of peripheral physiology-was associated with relationship quality and mental health. We focused on persons with neurodegenerative diseases (PWNDs) and their spousal caregivers, whose linkage might have direct implications for the PWND-caregiver relationship and caregiver's health. Twenty-two PWNDs and their caregivers wore wristwatch actigraphy devices that provided continuous measurement of activity over 7 days at home. PWND-caregiver activity linkage was quantified by the degree to which activity was "in-phase" or "anti-phase" linked (i.e., coordinated changes in the same or opposite direction) during waking hours, computed by correlating minute-by-minute activity levels averaged using a 10-min rolling window. Caregivers completed well-validated surveys that assessed their mental health (including anxiety and depression) and relationship quality with the PWND. We found that lower in-phase activity linkage, but not anti-phase linkage, was associated with higher caregiver anxiety. These dyad-level effects were robust, remaining significant after adjusting for somatic activity at the individual level. No effects were found for caregiver depression or relationship quality. These findings suggest activity linkage and wearables may be useful for day-by-day monitoring of vulnerable populations such as family caregivers. We offered several possible explanations for our findings.
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Affiliation(s)
- Kuan-Hua Chen
- University of California, Berkeley, Berkeley, CA, USA
| | | | | | | | | | - Bruce L. Miller
- University of California, San Francisco, San Francisco, CA, USA
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57
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Chiarella SG, Torromino G, Gagliardi DM, Rossi D, Babiloni F, Cartocci G. Investigating the negative bias towards artificial intelligence: Effects of prior assignment of AI-authorship on the aesthetic appreciation of abstract paintings. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2022.107406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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58
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Zhu Z, Feng J, Wang X, Xu Y, Zhou H, Sun J, Jiang W, Chen H. Emotion Recognition Based on Energy-related Features of Peripheral Physiological Signals. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:1895-1901. [PMID: 36086319 DOI: 10.1109/embc48229.2022.9871935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The interest in development of methods and tools for recognizing human emotions has increased continuously. Using physiological information, especially the peripheral physiological signals, to identify emotions is an important direction for this area. This paper proposes an approach for emotion recognition based on energy-related features extracted from peripheral physiological signals. Three emotions: calm, happiness and fear, were elicited in 54 volunteers using video clips while three peripheral physiological signals were recorded: Electrocardiography (ECG), Photoplethysmography (PPG) and Respiration. Given that energy-related features of physiological signals are closely related to autonomic nervous systems activities, nine energy-related features were extracted from the recorded physiological signals. To find the optimal feature subset to represent the target emotions, the correlation between features and emotion state, as well as the discrimination ability of feature for emotion recognition were both analyzed. Four optimal features were then selected for further classification. Moreover, models based on Decision Tree (DT) were built to evaluate the performance of these features for purpose of recognition of emotion states of calm, happiness, and fear. The results show that the DT models based on these four optimal features could distinguish fear from calm (AUC=0.879, Accuracy=87.8%), happiness from calm (AUC=0.915, Accuracy=91.8%), and fear from happiness (AUC=0.822, Accuracy=81.8%), with a global recognition accuracy of 70.8%. These results indicate that energy-related features of peripheral physiological signals can reliably identify emotions, especially intense emotions.
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59
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Behnke M, Pietruch M, Chwiłkowska P, Wessel E, Kaczmarek LD, Assink M, Gross JJ. The Undoing Effect of Positive Emotions: A Meta-Analytic Review. EMOTION REVIEW 2022. [DOI: 10.1177/17540739221104457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The undoing hypothesis proposes that positive emotions serve to undo sympathetic arousal related to negative emotions and stress. However, a recent qualitative review challenged the undoing effect by presenting conflicting results. To address this issue quantitatively, we conducted a meta-analytic review of 16 studies ( N = 1,220; 72 effect sizes) measuring sympathetic recovery during elicited positive emotions and neutral conditions. Findings indicated that in most cases, positive emotions did not speed sympathetic recovery compared to neutral conditions. However, when a composite index of cardiovascular reactivity was used, undoing effects were evident. Our findings suggest the need for further work on the functions of positive emotions.
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Affiliation(s)
- Maciej Behnke
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Wielkopolskie, Poland
| | - Magdalena Pietruch
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Wielkopolskie, Poland
| | - Patrycja Chwiłkowska
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Wielkopolskie, Poland
| | - Eliza Wessel
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Wielkopolskie, Poland
| | - Lukasz D. Kaczmarek
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznan, Wielkopolskie, Poland
| | - Mark Assink
- Research Institute of Child Development and Education, University of Amsterdam, Amsterdam, Noord-Holland, Netherlands
| | - James J. Gross
- Department of Psychology, Stanford University, Stanford, California, United States
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60
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Mauersberger H, Tune JL, Kastendieck T, Czarna AZ, Hess U. Higher heart rate variability predicts better affective interaction quality in non‐intimate social interactions. Psychophysiology 2022; 59:e14084. [DOI: 10.1111/psyp.14084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 01/27/2022] [Accepted: 03/13/2022] [Indexed: 11/28/2022]
Affiliation(s)
| | - Jennifer L. Tune
- Department of Psychology Humboldt‐Universität zu Berlin Berlin Germany
| | - Till Kastendieck
- Department of Psychology Humboldt‐Universität zu Berlin Berlin Germany
| | - Anna Z. Czarna
- Institute of Applied Psychology Jagiellonian University in Kraków Kraków Poland
| | - Ursula Hess
- Department of Psychology Humboldt‐Universität zu Berlin Berlin Germany
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61
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Acevedo AM, Leger KA, Jenkins BN, Pressman SD. Keep calm or get excited? Examining the effects of different types of positive affect on responses to acute pain. THE JOURNAL OF POSITIVE PSYCHOLOGY 2022. [DOI: 10.1080/17439760.2020.1858338] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Amanda M. Acevedo
- Department of Psychological Science, University of California, Irvine, CA, USA
| | - Kate A. Leger
- Department of Psychology, University of Kentucky, Lexington, KY, USA
| | | | - Sarah D. Pressman
- Department of Psychological Science, University of California, Irvine, CA, USA
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62
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Klibert JJ, Sturz BR, LeLeux-LaBarge K, Hatton A, Smalley KB, Warren JC. Savoring Interventions Increase Positive Emotions After a Social-Evaluative Hassle. Front Psychol 2022; 13:791040. [PMID: 35386887 PMCID: PMC8978832 DOI: 10.3389/fpsyg.2022.791040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 03/01/2022] [Indexed: 11/29/2022] Open
Abstract
Achieving a high quality of life is dependent upon how individuals face adversity. Positive psychological interventions are well-suited to support coping efforts; however, experimental research is limited. The purpose of the current research was to examine whether different savoring interventions could increase important coping resources (i.e., positive emotions) in response to a social-evaluative hassle. We completed an experimental mixed subject design study with a university student sample. All participants completed a hassle induction task and were then randomly assigned into different intervention groups. Positive emotion ratings were collected at three points in time (baseline, post-induction task, post-intervention). Results revealed a significant time x intervention interaction effect, such that individuals in the savoring the moment intervention reported higher levels of positive emotions (at post-intervention) compared to individuals assigned to the true control group, guided imagery control group, and savoring through reminiscence intervention. Such findings represent a significant extension to savoring theory and offer support for savoring the moment exercises as a primary prevention strategy to bolster effective responses to social-evaluative hassles.
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Affiliation(s)
- Jeffrey J Klibert
- Department of Psychology, Georgia Southern University, Statesboro, GA, United States
| | - Bradley R Sturz
- Department of Psychology, Georgia Southern University, Statesboro, GA, United States
| | - Kayla LeLeux-LaBarge
- Department of Psychology, Georgia Southern University, Statesboro, GA, United States
| | - Arthur Hatton
- Department of Psychology, Georgia Southern University, Statesboro, GA, United States
| | - K Bryant Smalley
- Center for Rural Health and Health Disparities, Mercer University School of Medicine, Macon, GA, United States
| | - Jacob C Warren
- Center for Rural Health and Health Disparities, Mercer University School of Medicine, Macon, GA, United States
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63
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Chen KH, Hua AY, Toller G, Lwi SJ, Otero MC, Haase CM, Rankin KP, Rosen HJ, Miller BL, Levenson RW. Diminished preparatory physiological responses in frontotemporal lobar degeneration syndromes. Brain Commun 2022; 4:fcac075. [PMID: 35441132 PMCID: PMC9014451 DOI: 10.1093/braincomms/fcac075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 12/13/2021] [Accepted: 04/02/2022] [Indexed: 11/12/2022] Open
Abstract
Researchers typically study physiological responses either after stimulus onset or when the emotional valence of an upcoming stimulus is revealed. Yet, participants may also respond when they are told that an emotional stimulus is about to be presented even without knowing its valence. Increased physiological responding during this time may reflect a 'preparation for action'. The generation of such physiological responses may be supported by frontotemporal regions of the brain that are vulnerable to damage in frontotemporal lobar degeneration. We examined preparatory physiological responses and their structural and functional neural correlate in five frontotemporal lobar degeneration clinical subtypes (behavioural variant frontotemporal dementia, n = 67; semantic variant primary progressive aphasia, n = 35; non-fluent variant primary progressive aphasia, n = 30; corticobasal syndrome, n = 32; progressive supranuclear palsy, n = 30). Comparison groups included patients with Alzheimer's disease (n = 56) and healthy controls (n = 35). Preparatory responses were quantified as cardiac interbeat interval decreases (i.e. heart rate increases) from baseline to an 'instruction period', during which participants were told to watch the upcoming emotional film but not provided the film's valence. Patients' behavioural symptoms (apathy and disinhibition) were also evaluated via a caregiver-reported measure. Compared to healthy controls and Alzheimer's disease, the frontotemporal lobar degeneration group showed significantly smaller preparatory responses. When comparing each frontotemporal lobar degeneration clinical subtype with healthy controls and Alzheimer's disease, significant group differences emerged for behavioural variant frontotemporal dementia and progressive supranuclear palsy. Behavioural analyses revealed that frontotemporal lobar degeneration patients showed greater disinhibition and apathy compared to Alzheimer's disease patients. Further, these group differences in disinhibition (but not apathy) were mediated by patients' smaller preparatory responses. Voxel-based morphometry and resting-state functional MRI analyses revealed that across patients and healthy controls, smaller preparatory responses were associated with smaller volume and lower functional connectivity in a circuit that included the ventromedial prefrontal cortex and cortical and subcortical regions of the salience network. Diminished preparatory physiological responding in frontotemporal lobar degeneration may reflect a lack of preparation for actions that are appropriate for an upcoming situation, such as approaching or withdrawing from emotional stimuli. The ventromedial prefrontal cortex and salience network are critical for evaluating stimuli, thinking about the future, triggering peripheral physiological responses, and processing and interpreting interoceptive signals. Damage to these circuits in frontotemporal lobar degeneration may impair preparatory responses and help explain often-observed clinical symptoms such as disinhibition in these patients.
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Affiliation(s)
- Kuan-Hua Chen
- Department of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720-1650, USA
| | - Alice Y. Hua
- Department of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720-1650, USA
- Memory & Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Gianina Toller
- Memory & Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Sandy J. Lwi
- Department of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720-1650, USA
| | - Marcela C. Otero
- Department of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720-1650, USA
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
- Sierra Pacific Mental Illness, Research, Education and Clinical Centers (MIRECC), Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, USA
| | - Claudia M. Haase
- Department of Human Development and Social Policy, Northwestern University, Evanston, IL 60208, USA
| | - Katherine P. Rankin
- Memory & Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Howard J. Rosen
- Memory & Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Bruce L. Miller
- Memory & Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Robert W. Levenson
- Department of Psychology, University of California, Berkeley, 2121 Berkeley Way, Berkeley, CA 94720-1650, USA
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EmotiphAI: a biocybernetic engine for real-time biosignals acquisition in a collective setting. Neural Comput Appl 2022. [DOI: 10.1007/s00521-022-07191-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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65
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Siciliano RE, Anderson AS, Compas BE. Autonomic nervous system correlates of posttraumatic stress symptoms in youth: Meta-analysis and qualitative review. Clin Psychol Rev 2022; 92:102125. [PMID: 35078039 PMCID: PMC8858870 DOI: 10.1016/j.cpr.2022.102125] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 11/25/2021] [Accepted: 01/09/2022] [Indexed: 11/17/2022]
Abstract
Physiological dysregulation is a key diagnostic criterion for posttraumatic stress disorder (PTSD). While PTSD is defined by trauma exposure, symptom presentations are varied. Similarly, findings of autonomic nervous system (ANS), including parasympathetic (PNS) and sympathetic nervous system (SNS), function in youth exposed to trauma are mixed (e.g., hyporeactivity and hyperreactivity). The present meta-analysis quantitatively assesses the relation between ANS measures broadly, and PNS- and SNS-specific measures, and posttraumatic stress symptoms (PTSS) in youth (ages 4.98 to 19.55 years) across 38 cross-sectional and longitudinal studies (N = 3488). Findings demonstrate that heightened ANS activity is related to increased PTSS during stress tasks (r = 0.07), while decreased SNS activity at rest corresponded to increased PTSS (r = -0.09). The correlation between PNS measures and PTSS was non-significant. The moderation effect of age on the relation between PNS activity measured during stress tasks and PTSS approached significance, such that younger children showed a stronger negative relation between symptoms and PNS activity compared to older youth. Qualitative review of included studies revealed significant variability across sample and stressor characteristics and study methodology. Findings indicate the importance of autonomic dysregulation in youth with PTSS. Additional considerations for future research are discussed.
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Affiliation(s)
- Rachel E Siciliano
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA.
| | - Allegra S Anderson
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA.
| | - Bruce E Compas
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA.
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Saeedi Z, Ghorbani N, Shojaeddin A, Sarafraz MR. The experience of pain among patients who suffer from chronic pain: The role of suppression and mindfulness in the pain sensitivity and the autonomic nervous system activity. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-02849-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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67
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Behnke M, Kreibig SD, Kaczmarek LD, Assink M, Gross JJ. Autonomic Nervous System Activity During Positive Emotions: A Meta-Analytic Review. EMOTION REVIEW 2022. [DOI: 10.1177/17540739211073084] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Autonomic nervous system (ANS) activity is a fundamental component of emotional responding. It is not clear, however, whether positive emotional states are associated with differential ANS reactivity. To address this issue, we conducted a meta-analytic review of 120 articles (686 effect sizes, total N = 6,546), measuring ANS activity during 11 elicited positive emotions, namely amusement, attachment love, awe, contentment, craving, excitement, gratitude, joy, nurturant love, pride, and sexual desire. We identified a widely dispersed collection of studies. Univariate results indicated that positive emotions produce no or weak and highly variable increases in ANS reactivity. However, the limitations of work to date – which we discuss – mean that our conclusions should be treated as empirically grounded hypotheses that future research should validate.
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Affiliation(s)
- Maciej Behnke
- Faculty of Psychology and Cognitive Science, Adam Mickiewicz University
| | | | | | - Mark Assink
- Research Institute of Child Development and Education, University of Amsterdam
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68
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Wincenciak J, Palumbo L, Epihova G, Barraclough NE, Jellema T. Are adaptation aftereffects for facial emotional expressions affected by prior knowledge about the emotion? Cogn Emot 2022; 36:602-615. [PMID: 35094648 DOI: 10.1080/02699931.2022.2031907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Accurate perception of the emotional signals conveyed by others is crucial for successful social interaction. Such perception is influenced not only by sensory input, but also by knowledge we have about the others' emotions. This study addresses the issue of whether knowing that the other's emotional state is congruent or incongruent with their displayed emotional expression ("genuine" and "fake", respectively) affects the neural mechanisms underpinning the perception of their facial emotional expressions. We used a visual adaptation paradigm to investigate this question in three experiments employing increasing adaptation durations. The adapting stimuli consisted of photographs of emotional facial expressions of joy and anger, purported to reflect (in-)congruency between felt and expressed emotion, displayed by professional actors. A Validity checking procedure ensured participants had the correct knowledge about the (in-)congruency. Significantly smaller adaptation aftereffects were obtained when participants knew that the displayed expression was incongruent with the felt emotion, following all tested adaptation periods. This study shows that knowledge relating to the congruency between felt and expressed emotion modulates face expression aftereffects. We argue that this reflects that the neural substrate responsible for the perception of facial expressions of emotion incorporates the presumed felt emotion underpinning the expression.
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Affiliation(s)
| | - Letizia Palumbo
- Department of Psychology, Liverpool Hope University, Liverpool, UK
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69
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Psychophysiology of positive and negative emotions, dataset of 1157 cases and 8 biosignals. Sci Data 2022; 9:10. [PMID: 35058476 PMCID: PMC8776805 DOI: 10.1038/s41597-021-01117-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 12/09/2021] [Indexed: 11/09/2022] Open
Abstract
AbstractSubjective experience and physiological activity are fundamental components of emotion. There is an increasing interest in the link between experiential and physiological processes across different disciplines, e.g., psychology, economics, or computer science. However, the findings largely rely on sample sizes that have been modest at best (limiting the statistical power) and capture only some concurrent biosignals. We present a novel publicly available dataset of psychophysiological responses to positive and negative emotions that offers some improvement over other databases. This database involves recordings of 1157 cases from healthy individuals (895 individuals participated in a single session and 122 individuals in several sessions), collected across seven studies, a continuous record of self-reported affect along with several biosignals (electrocardiogram, impedance cardiogram, electrodermal activity, hemodynamic measures, e.g., blood pressure, respiration trace, and skin temperature). We experimentally elicited a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. Psychophysiology of positive and negative emotions (POPANE) database is a large and comprehensive psychophysiological dataset on elicited emotions.
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70
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Wass S, Phillips E, Smith C, Fatimehin EOOB, Goupil L. Vocal communication is tied to interpersonal arousal coupling in caregiver-infant dyads. eLife 2022; 11:77399. [PMID: 36537657 PMCID: PMC9833822 DOI: 10.7554/elife.77399] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022] Open
Abstract
It has been argued that a necessary condition for the emergence of speech in humans is the ability to vocalise irrespective of underlying affective states, but when and how this happens during development remains unclear. To examine this, we used wearable microphones and autonomic sensors to collect multimodal naturalistic datasets from 12-month-olds and their caregivers. We observed that, across the day, clusters of vocalisations occur during elevated infant and caregiver arousal. This relationship is stronger in infants than caregivers: caregivers vocalisations show greater decoupling with their own states of arousal, and their vocal production is more influenced by the infant's arousal than their own. Different types of vocalisation elicit different patterns of change across the dyad. Cries occur following reduced infant arousal stability and lead to increased child-caregiver arousal coupling, and decreased infant arousal. Speech-like vocalisations also occur at elevated arousal, but lead to longer-lasting increases in arousal, and elicit more parental verbal responses. Our results suggest that: 12-month-old infants' vocalisations are strongly contingent on their arousal state (for both cries and speech-like vocalisations), whereas adults' vocalisations are more flexibly tied to their own arousal; that cries and speech-like vocalisations alter the intra-dyadic dynamics of arousal in different ways, which may be an important factor driving speech development; and that this selection mechanism which drives vocal development is anchored in our stress physiology.
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Affiliation(s)
- Sam Wass
- Department of Psychology, University of East LondonLondonUnited Kingdom
| | - Emily Phillips
- Department of Psychology, University of East LondonLondonUnited Kingdom
| | - Celia Smith
- Institute of Psychiatry, Psychology & Neuroscience, King's College LondonLondonUnited Kingdom
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71
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Gros C. Emotions as Abstract Evaluation Criteria in Biological and Artificial Intelligences. Front Comput Neurosci 2022; 15:726247. [PMID: 34970130 PMCID: PMC8712665 DOI: 10.3389/fncom.2021.726247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/22/2021] [Indexed: 11/13/2022] Open
Abstract
Biological as well as advanced artificial intelligences (AIs) need to decide which goals to pursue. We review nature's solution to the time allocation problem, which is based on a continuously readjusted categorical weighting mechanism we experience introspectively as emotions. One observes phylogenetically that the available number of emotional states increases hand in hand with the cognitive capabilities of animals and that raising levels of intelligence entail ever larger sets of behavioral options. Our ability to experience a multitude of potentially conflicting feelings is in this view not a leftover of a more primitive heritage, but a generic mechanism for attributing values to behavioral options that can not be specified at birth. In this view, emotions are essential for understanding the mind. For concreteness, we propose and discuss a framework which mimics emotions on a functional level. Based on time allocation via emotional stationarity (TAES), emotions are implemented as abstract criteria, such as satisfaction, challenge and boredom, which serve to evaluate activities that have been carried out. The resulting timeline of experienced emotions is compared with the “character” of the agent, which is defined in terms of a preferred distribution of emotional states. The long-term goal of the agent, to align experience with character, is achieved by optimizing the frequency for selecting individual tasks. Upon optimization, the statistics of emotion experience becomes stationary.
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Affiliation(s)
- Claudius Gros
- Institute for Theoretical Physics, Goethe University Frankfurt am Main, Frankfurt, Germany
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72
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Lateralized deficits in arousal processing after insula lesions: Behavioral and autonomic evidence. Cortex 2022; 148:168-179. [DOI: 10.1016/j.cortex.2021.12.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 11/21/2021] [Accepted: 12/14/2021] [Indexed: 02/07/2023]
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73
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Cai J, Xiao R, Cui W, Zhang S, Liu G. Application of Electroencephalography-Based Machine Learning in Emotion Recognition: A Review. Front Syst Neurosci 2021; 15:729707. [PMID: 34887732 PMCID: PMC8649925 DOI: 10.3389/fnsys.2021.729707] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 11/08/2021] [Indexed: 11/13/2022] Open
Abstract
Emotion recognition has become increasingly prominent in the medical field and human-computer interaction. When people’s emotions change under external stimuli, various physiological signals of the human body will fluctuate. Electroencephalography (EEG) is closely related to brain activity, making it possible to judge the subject’s emotional changes through EEG signals. Meanwhile, machine learning algorithms, which are good at digging out data features from a statistical perspective and making judgments, have developed by leaps and bounds. Therefore, using machine learning to extract feature vectors related to emotional states from EEG signals and constructing a classifier to separate emotions into discrete states to realize emotion recognition has a broad development prospect. This paper introduces the acquisition, preprocessing, feature extraction, and classification of EEG signals in sequence following the progress of EEG-based machine learning algorithms for emotion recognition. And it may help beginners who will use EEG-based machine learning algorithms for emotion recognition to understand the development status of this field. The journals we selected are all retrieved from the Web of Science retrieval platform. And the publication dates of most of the selected articles are concentrated in 2016–2021.
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Affiliation(s)
- Jing Cai
- College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China
| | - Ruolan Xiao
- College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China
| | - Wenjie Cui
- College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China
| | - Shang Zhang
- College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China
| | - Guangda Liu
- College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China
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74
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Thomson ND, Kevorkian S, Blair J, Farrell A, West SJ, Bjork JM. Psychophysiological underpinnings of proactive and reactive aggression in young men and women. Physiol Behav 2021; 242:113601. [PMID: 34547319 DOI: 10.1016/j.physbeh.2021.113601] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/14/2021] [Accepted: 09/15/2021] [Indexed: 10/20/2022]
Abstract
Reactive aggression is posited to occur as a result of hypersensitivity to threat, whereas fearlessness may drive proactive aggression. This study aimed to test if physiological fear reactivity differentially relates to self-report reactive and proactive aggression using immersive virtual reality fear (VR) induction. We collected subjective fear ratings and sympathetic (SNS; skin conductance) and parasympathetic (PNS; respiratory sinus arrhythmia) nervous system reactivity during an interactive VR horror video. Results showed that for men and women, reactive aggression was related to heightened SNS fear reactivity. For men, proactive aggression was related to hypoarousal of the PNS and SNS (coinhibition) during fear induction, whereas augmented PNS was related to proactive aggression in women. These results support the fearlessness hypothesis for proactive aggression in men, but this does not replicate in women. By contrast, hypersensitivity to fear is related to reactive aggression for both men and women.
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Affiliation(s)
- Nicholas D Thomson
- Departments of Surgery and Psychology, Virginia Commonwealth University, Richmond, VA, 23298, United States; Injury and Violence Prevention Program, Department of Surgery, Virginia Commonwealth University, United States.
| | - Salpi Kevorkian
- Department of Surgery, Virginia Commonwealth University, United States; Injury and Violence Prevention Program, Department of Surgery, Virginia Commonwealth University, United States
| | - James Blair
- Center for Neurobehavioral Research, Boys Town National Research Hospital, Boys Town, Nebraska, United States
| | - Albert Farrell
- Clark-Hill Institute for Positive Youth Development, Department of Psychology, Virginia Commonwealth University, United States
| | - Samuel J West
- Department of Surgery, Virginia Commonwealth University, United States; Injury and Violence Prevention Program, Department of Surgery, Virginia Commonwealth University, United States
| | - James M Bjork
- Institute for Drug and Alcohol Studies, Departments of Psychiatry, Pharmacology and Toxicology, Virginia Commonwealth University, 23298, United States
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75
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Liang F, Feng R, Gu S, Jiang S, Zhang X, Li N, Xu M, Tang Y, Wang F. Neurotransmitters and Electrophysiological Changes Might Work as Biomarkers for Diagnosing Affective Disorders. DISEASE MARKERS 2021; 2021:9116502. [PMID: 34589159 PMCID: PMC8476281 DOI: 10.1155/2021/9116502] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 08/19/2021] [Indexed: 12/15/2022]
Abstract
Affective disorders are the leading causes of human disability worldwide; however, the diagnosis is still hard to define, because emotion is the least study subjects in psychology. Recent emotional studies suggest that human emotions are developed from basic emotions, which are evolved for fundamental human lives. Even though most psychologists agree upon the idea that there are some basic emotions, there is little agreement on how many emotions are basic, which emotions are basic, and why they are basic. In our previous papers, we suggested that there are three basic emotions: joy, fear, and disgust. These basic emotions depend on the peptides and monoamines: dopamine-joy (peptides-reward), norepinephrine-fear (anger), and serotonin-disgust (sadness). Further tests with event-related potentials (ERP) found that joy, fear, and disgust showed the fastest response compared with other emotions, suggesting that they are fast automatic responses, which confirmed that these three emotions are prototypical emotions. Other basic emotions, anger and sadness, are due to object induced behaviors instead of sensation of object, so they developed secondary to prototypical emotions. Thus, we concluded that only joy, fear, and disgust are prototypical emotions, which can mix into other emotions, like the primary colors. In all, the neural substrates for all emotions, including the affections, are possibly monoamine neuromodulators: joy-dopamine (peptides), fear (anger)-norepinephrine, and disgust-serotonin. We hope these basic emotional studies will offer some neural mechanisms for emotional processing and shed lights on the diagnosis of affective disorders.
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Affiliation(s)
- Fei Liang
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
| | - Rou Feng
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
| | - Simeng Gu
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
- Department of Psychology, Jiangsu University, Zhenjiang, Jiangsu 212013, China
- Department of Neurology, Lianyungang Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Lianyungang, China
| | - Shan Jiang
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
| | - Xia Zhang
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
| | - Naling Li
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
| | - Minghong Xu
- Department of Neurology, Lianyungang Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Lianyungang, China
| | - Yiyuan Tang
- Department of Psychological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Fushun Wang
- Institute of Brain and Psychological Science, Sichuan Normal University, Chengdu, Sichuan 610000, China
- Department of Neurology, Lianyungang Hospital of Chinese Medicine, Nanjing University of Chinese Medicine, Lianyungang, China
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76
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Cohen D, Landau DH, Friedman D, Hasler BS, Levit-Binnun N, Golland Y. Exposure to social suffering in virtual reality boosts compassion and facial synchrony. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2021.106781] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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77
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Wass SV. The origins of effortful control: How early development within arousal/regulatory systems influences attentional and affective control. DEVELOPMENTAL REVIEW 2021. [DOI: 10.1016/j.dr.2021.100978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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78
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Plain B, Pielage H, Richter M, Bhuiyan TA, Lunner T, Kramer SE, Zekveld AA. Social observation increases the cardiovascular response of hearing-impaired listeners during a speech reception task. Hear Res 2021; 410:108334. [PMID: 34450568 DOI: 10.1016/j.heares.2021.108334] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 07/21/2021] [Accepted: 08/04/2021] [Indexed: 11/25/2022]
Abstract
Certain cardiovascular measures allow for distinction between sympathetic and parasympathetic nervous system activity. Applied during listening, these measures may provide a novel and complementary insight into listening effort. To date, few studies have implemented cardiovascular measures of listening effort and seldom have these included hearing-impaired participants. These studies have generally measured changes in cardiovascular parameters while manipulating environmental factors, such as listening difficulty. Yet, listening effort is also known to be moderated by individual factors, including the importance of performing successfully. In this study, we aimed to manipulate success importance by adding observers to the traditional laboratory set-up. Twenty-nine hearing-impaired participants performed a speech reception task both alone and in the presence of two observers. Auditory stimuli consisted of Danish Hearing in Noise Test (HINT) sentences masked by four-talker babble. Sentences were delivered at two individually adapted signal-to-noise ratios, corresponding to 50 and 80% of sentences correct. We measured change scores, relative to baseline, of pre-ejection period, two indices of heart rate variability, heart rate and blood pressure (systolic, diastolic, and mean arterial pressure). After each condition, participants rated their effort investment, stress, tendency to give up and preference to change the situation to improve audibility. A multivariate analysis revealed that cardiovascular reactivity increased in the presence of the observers, compared to when the task was performed alone. More specifically, systolic, diastolic, and mean arterial blood pressure increased while observed. Interestingly, participants' subjective ratings were sensitive only to intelligibility level, not the observation state. This study was the first to report results from a range of different cardiovascular variables measured from hearing-impaired participants during a speech reception task. Due to the timing of the observers' presence, we were not able to conclusively attribute these physiological changes to being task related. Therefore, instead of representing listening effort, we suggest that the increased cardiovascular response detected during observation reveals increased physiological stress associated with potential evaluation.
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Affiliation(s)
- Bethany Plain
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands; Eriksholm Research Centre, Snekkersten, Denmark.
| | - Hidde Pielage
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands; Eriksholm Research Centre, Snekkersten, Denmark
| | - Michael Richter
- School of Psychology, Liverpool John Moores University, Liverpool, United Kingdom
| | | | | | - Sophia E Kramer
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Adriana A Zekveld
- Amsterdam UMC, Vrije Universiteit Amsterdam, Otolaryngology Head and Neck Surgery, Ear & Hearing, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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79
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Prajapati V, Guha R, Routray A. Multimodal prediction of trait emotional intelligence-Through affective changes measured using non-contact based physiological measures. PLoS One 2021; 16:e0254335. [PMID: 34242354 PMCID: PMC8270480 DOI: 10.1371/journal.pone.0254335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/25/2021] [Indexed: 11/19/2022] Open
Abstract
Inability to efficiently deal with emotionally laden situations, often leads to poor interpersonal interactions. This adversely affects the individual's psychological functioning. A higher trait emotional intelligence (EI) is not only associated with psychological wellbeing, educational attainment, and job-related success, but also with willingness to seek professional and non-professional help for personal-emotional problems, depression and suicidal ideation. Thus, it is important to identify low (EI) individuals who are more prone to mental health problems than their high EI counterparts, and give them the appropriate EI training, which will aid in preventing the onset of various mood related disorders. Since people may be unaware of their level of EI/emotional skills or may tend to fake responses in self-report questionnaires in high stake situations, a system that assesses EI using physiological measures can prove affective. We present a multimodal method for detecting the level of trait Emotional intelligence using non-contact based autonomic sensors. To our knowledge, this is the first work to predict emotional intelligence level from physiological/autonomic (cardiac and respiratory) response patterns to emotions. Trait EI of 50 users was measured using Schutte Self Report Emotional Intelligence Test (SSEIT) along with their cardiovascular and respiratory data, which was recorded using FMCW radar sensor both at baseline and while viewing affective movie clips. We first examine relationships between users' Trait EI scores and autonomic response and reactivity to the clips. Our analysis suggests a significant relationship between EI and autonomic response and reactivity. We finally attempt binary EI level detection using linear SVM. We also attempt to classify each sub factor of EI, namely-perception of emotion, managing own emotions, managing other's emotions, and utilization of emotions. The proposed method achieves an EI classification accuracy of 84%, while accuracies ranging from 58 to 76% is achieved for recognition of the sub factors. This is the first step towards identifying EI of an individual purely through physiological responses. Limitation and future directions are discussed.
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Affiliation(s)
- Vrinda Prajapati
- Advanced Technology Development Centre, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
| | - Rajlakshmi Guha
- Centre for Education Technology, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
| | - Aurobinda Routray
- Department of Electrical Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India
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80
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Brooks J, Crone JC, Spangler DP. A physiological and dynamical systems model of stress. Int J Psychophysiol 2021; 166:83-91. [PMID: 34029625 DOI: 10.1016/j.ijpsycho.2021.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/05/2021] [Accepted: 05/10/2021] [Indexed: 12/30/2022]
Abstract
Stress responses vary drastically for a given set of stimuli, individuals, or points in time. A potential source of this variance that is not well characterized arises from the theory of stress as a dynamical system, which implies a complex, nonlinear relationship between environmental/situational inputs and the development/experience of stress. In this framework, stress vs. non-stress states exist as attractor basins in a physiologic phase space. Here, we develop a model of stress as a dynamical system by coupling closed loop physiologic control to a dynamic oscillator in an attractor landscape. By characterizing the evolution of this model through phase space, we demonstrate strong sensitivity to the parameters controlling the dynamics and demonstrate multiple features of stress responses found in current research, implying that these parameters may contribute to a significant source of variability observed in empiric stress research.
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Affiliation(s)
- Justin Brooks
- D-Prime, LLC, United States of America; University of Maryland, Baltimore County, Department of Computer Science and Electrical Engineering, United States of America
| | - Joshua C Crone
- CCDC-ARL, Computational and Information Sciences Directorate, United States of America
| | - Derek P Spangler
- The Pennsylvania State University, Department of Biobehavioral Health, United States of America.
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81
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Van Doren N, Dickens CN, Benson L, Brick TR, Gatzke-Kopp L, Oravecz Z. Capturing emotion coherence in daily life: Using ambulatory physiology measures and ecological momentary assessments to examine within-person associations and individual differences. Biol Psychol 2021; 162:108074. [PMID: 33775734 DOI: 10.1016/j.biopsycho.2021.108074] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/28/2020] [Accepted: 03/07/2021] [Indexed: 01/07/2023]
Abstract
While emotion coherence has long been theorized to be a core feature of emotion, to date, studies examining response coherence have been conducted in laboratory settings. The present study used a combined approach of ambulatory physiology measures and ecological momentary assessment conducted over a 4-week period to examine the extent to which emotional experience and physiology show coherence in daily life within-persons; and whether individual differences in response coherence are associated with between-person differences in well-being, negative emotionality, and gender. Results revealed that, on average, individuals exhibited coherence between subjective experience and physiology of emotion, but that there was substantial between-person variation in coherence in daily life. Exploratory analyses revealed no credible link between levels of response coherence and well-being, negative emotionality, or gender. Findings contribute to the literature by demonstrating a novel methodological approach to measuring coherence in daily life and supporting the generalizability of coherence to ecologically valid contexts.
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Affiliation(s)
- Natalia Van Doren
- Department of Psychology, The Pennsylvania State University, 370 Moore Building, University Park, PA, 16802, United States.
| | - Chelsea N Dickens
- Department of Human Development and Family Studies, The Pennsylvania State University, Health and Human Development Building, University Park, PA, 16802, United States.
| | - Lizbeth Benson
- Department of Human Development and Family Studies, The Pennsylvania State University, Health and Human Development Building, University Park, PA, 16802, United States.
| | - Timothy R Brick
- Department of Human Development and Family Studies, The Pennsylvania State University, Health and Human Development Building, University Park, PA, 16802, United States; Institute for Computational and Data Sciences, The Pennsylvania State University, 224B Computer Building, University Park, PA, 16802, United States.
| | - Lisa Gatzke-Kopp
- Department of Human Development and Family Studies, The Pennsylvania State University, Health and Human Development Building, University Park, PA, 16802, United States.
| | - Zita Oravecz
- Department of Human Development and Family Studies, The Pennsylvania State University, Health and Human Development Building, University Park, PA, 16802, United States; Institute for Computational and Data Sciences, The Pennsylvania State University, 224B Computer Building, University Park, PA, 16802, United States.
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82
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Bizzego A, Gabrieli G, Esposito G. Deep Neural Networks and Transfer Learning on a Multivariate Physiological Signal Dataset. Bioengineering (Basel) 2021; 8:35. [PMID: 33800842 PMCID: PMC8058952 DOI: 10.3390/bioengineering8030035] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/25/2021] [Accepted: 03/03/2021] [Indexed: 11/16/2022] Open
Abstract
While Deep Neural Networks (DNNs) and Transfer Learning (TL) have greatly contributed to several medical and clinical disciplines, the application to multivariate physiological datasets is still limited. Current examples mainly focus on one physiological signal and can only utilise applications that are customised for that specific measure, thus it limits the possibility of transferring the trained DNN to other domains. In this study, we composed a dataset (n=813) of six different types of physiological signals (Electrocardiogram, Electrodermal activity, Electromyogram, Photoplethysmogram, Respiration and Acceleration). Signals were collected from 232 subjects using four different acquisition devices. We used a DNN to classify the type of physiological signal and to demonstrate how the TL approach allows the exploitation of the efficiency of DNNs in other domains. After the DNN was trained to optimally classify the type of signal, the features that were automatically extracted by the DNN were used to classify the type of device used for the acquisition using a Support Vector Machine. The dataset, the code and the trained parameters of the DNN are made publicly available to encourage the adoption of DNN and TL in applications with multivariate physiological signals.
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Affiliation(s)
- Andrea Bizzego
- Department of Psychology and Cognitive Science, University of Trento, 38068 Rovereto (Trento), Italy;
| | - Giulio Gabrieli
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore 639798, Singapore;
| | - Gianluca Esposito
- Department of Psychology and Cognitive Science, University of Trento, 38068 Rovereto (Trento), Italy;
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore 639798, Singapore;
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 639798, Singapore
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83
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Decoding emotional changes of android-gamers using a fused Type-2 fuzzy deep neural network. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2020.106640] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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84
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Young NA, Minton AR, Mikels JA. The Appraisal Approach to Aging and Emotion: An Integrative Theoretical Framework. DEVELOPMENTAL REVIEW 2021; 59:100947. [PMID: 33737760 PMCID: PMC7963263 DOI: 10.1016/j.dr.2021.100947] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
To advance our understanding of how emotional experience changes across the adult life span, we propose an integrative theoretical framework: the appraisal approach to aging and emotion (AAAE). AAAE posits that (a) age-related cognitive, motivational, and physical changes fundamentally change the appraisal system in certain ways, and that (b) older adults often deploy appraisal processes in different ways relative to their younger counterparts. As such, we hypothesize that these age-related changes to the appraisal process underlie the finding that older and younger adults tend to experience different emotions. In this paper we integrate findings from the aging literature with appraisal theory, grounding AAAE in theoretical and empirical work relevant to the relationship between aging and appraisal processes. Using our theoretical framework, it is possible to identify critical points of investigation for aging and emotion researchers to further develop our understanding of the proximal-level determinants of age differences in emotion.
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85
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Correlation of sympathetic and parasympathetic nervous system activity during rest and acute stress tasks. Int J Psychophysiol 2021; 162:60-68. [PMID: 33561515 DOI: 10.1016/j.ijpsycho.2021.01.015] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/19/2021] [Accepted: 01/21/2021] [Indexed: 12/15/2022]
Abstract
Autonomic nervous system (ANS) activity is a core and central component of emotion and motivated action. The myriad social and cognitive challenges faced by humans require flexible modulation of ANS activity for different contexts. In this study, simultaneous activity of the parasympathetic and sympathetic nervous system was measured using respiratory sinus arrhythmia (RSA) and pre-ejection period (PEP), respectively. Samples combined four previous studies (N = 325, 63% female, aged 15-55) in which RSA and PEP were collected continuously during a resting baseline and an acute stressor, the Trier Social Stress Task. The concurrent relation between RSA and PEP responses was modelled in order to determine the extent to which SNS and PNS activity is correlated across the task within and between participants, and whether this correlation was moderated by age, race, sex, or baseline RSA and PEP. Overall, RSA and PEP were reciprocally coupled. However, recovery from a stressor was characterized by coactivation. Individuals also vary in the extent to which their SNS and PNS are reciprocally coupled; women, younger adults, and individuals with higher baseline RSA showed more reciprocal coupling than men, older adults, and those with lower baseline RSA, respectively, reflecting greater coordination of physiological responding in the former groups.
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86
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Prajapati V, Routray A, Guha R. Cardiac autonomic flexibility is associated with higher emotional intelligence. COGENT PSYCHOLOGY 2021. [DOI: 10.1080/23311908.2020.1870809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Affiliation(s)
- Vrinda Prajapati
- Advanced Technology Development Centre, Indian Institute of Technology (IIT) Kharagpur, Kharagpur, India
| | - Aurobinda Routray
- Electrical Engineering Development, IIT Kharagpur, West Bengal, India
| | - Rajlakshmi Guha
- Centre for Education Technology, IIT Kharagpur, West Bengal, India
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87
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AMPAr GluA1 Phosphorylation at Serine 845 in Limbic System Is Associated with Cardiac Autonomic Tone. Mol Neurobiol 2021; 58:1859-1870. [PMID: 33404979 DOI: 10.1007/s12035-020-02272-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 12/21/2020] [Indexed: 10/22/2022]
Abstract
The central autonomic network, which is connected to the limbic system structures including the amygdala (AMY) and anterior hippocampus (aHIP), regulates the sympathetic and parasympathetic modulation of visceromotor, neuroendocrine, pain, and behavior manifestations during stress responses. Heart rate variability (HRV) is useful to estimate the cardiac autonomic tone. The levels of phosphorylation on the Ser831 and Ser845 sites of the GluA1 subunit of the AMPAr (P-GluA1-Ser845 and P-GluA1-Ser831) are useful markers of synaptic plasticity. The relation between synaptic plasticity in the human limbic system structures and autonomic regulation in humans is unknown. This study investigated the association between HRV and neurochemistry biomarkers of synaptic plasticity in AMY and aHIP. HRV indices were obtained from the resting state electrocardiogram of patients with drug-resistant mesial temporal lobe epilepsy (MTLE, n = 18) and the levels of P-GluA1-Ser845 and P-GluA1-Ser831 in the AMY and aHIP resected during the epilepsy surgery. A backward stepwise multiple linear regression models were used to analyze the association between HRV and synaptic plasticity biomarkers controlling for imbalances in the distribution of sociodemographic, clinical, neuroimaging, and neurosurgical variables. P-GluA1-Ser845 levels in AMY show a negative association (p < 0.05) with the 3 investigated parasympathetic autonomic HRV indices (SDNN, rMSSD, and HF) predicting 24 to 40% of their variation. The final multiple linear regression models include disease duration and levels of P-GluA1-Ser845 and predict 24 to 56% of cardiac autonomic tone variation (p < 0.01). P-GluA1-Ser845 levels in AMY and aHIP are negatively associated with the resting HRV in MTLE-HS indicating that increased synaptic efficiency in amygdala is associated with a parasympathetic cardiac autonomic tone impairment. The results suggest that specific changes in synaptic plasticity may be involved in the brain-heart axis regulation by the limbic system.
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88
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Delgadillo D, Boparai S, Pressman SD, Goldstein A, Bureau JF, Schmiedel S, Backer M, Broekman B, Hian Tan K, Chong YS, Chen H, Zalta AK, Meaney MJ, Rifkin-Graboi A, Tsotsi S, Borelli JL. Maternal expressions of positive emotion for children predicts children's respiratory sinus arrhythmia surrounding stress. Dev Psychobiol 2021; 63:1225-1240. [PMID: 33403675 DOI: 10.1002/dev.22082] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 11/25/2020] [Accepted: 12/02/2020] [Indexed: 01/09/2023]
Abstract
The aim of this study is to assess whether positive emotional exchanges (i.e., emotion coregulation) within the mother-child dyad play a protective role in children's physiological response to a distressing task. Specifically, we test whether positive emotion coregulation among mothers and their preschool-aged children is associated with children's respiratory sinus arrhythmia (RSA) at baseline, during, and following a frustration task. One hundred Singaporean mother-child dyads (Mchildage = 3.5 years) participated in a standardized "Laughing Task" in which positive emotional constructs were measured. Children also participated in a frustration task while RSA was continuously monitored. Hierarchical linear regressions revealed that greater maternal positive emotional responses to children were associated with child RSA at baseline and in recovery from frustration, but not during frustration. These findings have implications for the important role that positive emotion responsivity from mothers may play in children's developing autonomic response systems, and underscore the need for longitudinal work on this topic.
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Affiliation(s)
| | | | | | | | | | | | - Mumtaz Backer
- Singapore Institute for Clinical Sciences, Agency for Science, Technology & Research (A*STAR), Singapore, Singapore
| | - Birit Broekman
- VU Medical Centre, VU University, Amsterdam, The Netherlands
| | - Kok Hian Tan
- Kandang Kerbau Women and Children's Hospital, Singapore, Singapore
| | - Yap-Seng Chong
- Singapore Institute for Clinical Sciences, Agency for Science, Technology & Research (A*STAR), Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Helen Chen
- Kandang Kerbau Women and Children's Hospital, Singapore, Singapore.,Duke-NUS Medical School, Singapore, Singapore
| | | | - Michael J Meaney
- Singapore Institute for Clinical Sciences, Agency for Science, Technology & Research (A*STAR), Singapore, Singapore.,McGill University, Montreal, Canada
| | - Anne Rifkin-Graboi
- National Institute of Education, Nanyang Technical University, Singapore, Singapore
| | - Stella Tsotsi
- National Institute of Education, Nanyang Technical University, Singapore, Singapore
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89
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Chen KH, Hua AY, Lwi SJ, Haase CM, Rosen HJ, Miller BL, Levenson RW. Smaller Volume in Left-Lateralized Brain Structures Correlates with Greater Experience of Negative Non-target Emotions in Neurodegenerative Diseases. Cereb Cortex 2021; 31:15-31. [PMID: 32820325 PMCID: PMC7727364 DOI: 10.1093/cercor/bhaa193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/27/2020] [Accepted: 06/11/2020] [Indexed: 12/11/2022] Open
Abstract
Subjective emotional experience that is congruent with a given situation (i.e., target emotions) is critical for human survival (e.g., feeling disgusted in response to contaminated food motivates withdrawal behaviors). Neurodegenerative diseases including frontotemporal dementia and Alzheimer's disease affect brain regions critical for cognitive and emotional functioning, resulting in increased experience of emotions incongruent with the situation (i.e., non-target emotions, such as feeling happy when seeing someone grieving). We examined neuroanatomical correlates of subjective experience of non-target emotions in 147 patients with neurodegenerative diseases and 26 healthy individuals. Participants watched three films intended to elicit particular target emotions and rated their experience of negative and positive target and non-target emotions after watching each film. We found that smaller volume in left hemisphere regions (e.g., caudate, putamen, and dorsal anterior insula) was associated with greater experience of negative non-target emotions. Follow-up analyses confirmed that these effects were left-lateralized. No correlates emerged for positive non-target emotions. These findings suggest that volume loss in left-hemisphere regions produces a more diffuse, incongruent experience of non-target emotions. These findings provide a potential neuroanatomical basis for understanding how subjective emotional experience is constructed in the brain and how this can be disrupted in neurodegenerative disease.
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90
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Prinzing MM, Zhou J, West TN, Le Nguyen KD, Wells JL, Fredrickson BL. Staying ‘in sync’ with others during COVID-19: Perceived positivity resonance mediates cross-sectional and longitudinal links between trait resilience and mental health. JOURNAL OF POSITIVE PSYCHOLOGY 2020. [DOI: 10.1080/17439760.2020.1858336] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Michael M. Prinzing
- Department of Philosophy, University of North Carolina at Chapel Hill
- Shared first authorship
| | - Jieni Zhou
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill
- Shared first authorship
| | - Taylor N. West
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill
| | - Khoa D. Le Nguyen
- Department of Psychology & Neuroscience, University of North Carolina at Chapel Hill
| | - Jenna L. Wells
- Department of Psychology, University of California at Berkeley
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91
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Heart rate variability as an index of emotion (dys)regulation in psychosis? Int J Psychophysiol 2020; 158:310-317. [DOI: 10.1016/j.ijpsycho.2020.08.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 07/21/2020] [Accepted: 08/23/2020] [Indexed: 01/11/2023]
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92
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Ter Harmsel JF, Noordzij ML, Goudriaan AE, Dekker JJM, Swinkels LTA, van der Pol TM, Popma A. Biocueing and ambulatory biofeedback to enhance emotion regulation: A review of studies investigating non-psychiatric and psychiatric populations. Int J Psychophysiol 2020; 159:94-106. [PMID: 33248196 DOI: 10.1016/j.ijpsycho.2020.11.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 11/17/2020] [Accepted: 11/19/2020] [Indexed: 10/22/2022]
Abstract
Over the last years, biofeedback applications are increasingly used to enhance interoceptive awareness and self-regulation, in psychiatry and beyond. These applications are used to strengthen emotion regulation skills by home training (ambulatory biofeedback) and real-time support in everyday life stressful situations (biocueing). Unfortunately, knowledge about the feasibility and effectivity of these applications is still scarce. Therefore, a systematic literature search was performed. In total, 30 studies (4 biocueing, 26 ambulatory biofeedback) were reviewed; 21 of these studies were conducted in non-psychiatric samples and 9 studies in psychiatric samples. Study characteristics, biofeedback characteristics, effectivity and feasibility outcomes were extracted. Despite the rapid advances in wearable technology, only a few biocueing studies were found. In the majority of the studies significant positive effects were found on self-reported (stress-related) psychological measures. Significant improvements on physiological measures were also reported, though these measures were used less frequently. Feasibility of the applications was often reported as sufficient, though not adequately assessed in most studies. Taken into account the small sample sizes and the limited quality of the majority of the studies in this recently emerging field, biocueing and ambulatory biofeedback interventions showed promising results. Future research is expected to be focusing on biocueing as a just-in-time adaptive intervention. To establish this research field, closer cooperation between research groups, use of more rigorous as well as individually tailored research designs and more valid feasibility and effectivity assessment are recommended.
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Affiliation(s)
- J F Ter Harmsel
- Inforsa, Forensic Mental Health Care, Amsterdam, the Netherlands; Amsterdam UMC, Department of Child and Adolescent Psychiatry and Psychology, Vrije Universiteit Amsterdam and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
| | - M L Noordzij
- University of Twente, Department of Psychology, Health and Technology, Enschede, the Netherlands
| | - A E Goudriaan
- Arkin, Department of Research and Quality of Care, Amsterdam, the Netherlands; Amsterdam UMC, Department of Psychiatry, University of Amsterdam and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - J J M Dekker
- Arkin, Department of Research and Quality of Care, Amsterdam, the Netherlands; Vrije Universiteit Amsterdam, Faculty of Behavioral and Movement Sciences, Amsterdam, the Netherlands
| | - L T A Swinkels
- Inforsa, Forensic Mental Health Care, Amsterdam, the Netherlands; Amsterdam UMC, Department of Child and Adolescent Psychiatry and Psychology, Vrije Universiteit Amsterdam and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - T M van der Pol
- Inforsa, Forensic Mental Health Care, Amsterdam, the Netherlands; Amsterdam UMC, Department of Child and Adolescent Psychiatry and Psychology, Vrije Universiteit Amsterdam and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - A Popma
- Amsterdam UMC, Department of Child and Adolescent Psychiatry and Psychology, Vrije Universiteit Amsterdam and Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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93
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Bizzego A, Gabrieli G, Furlanello C, Esposito G. Comparison of Wearable and Clinical Devices for Acquisition of Peripheral Nervous System Signals. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6778. [PMID: 33260880 PMCID: PMC7730565 DOI: 10.3390/s20236778] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/20/2020] [Accepted: 11/25/2020] [Indexed: 12/29/2022]
Abstract
A key access point to the functioning of the autonomic nervous system is the investigation of peripheral signals. Wearable devices (WDs) enable the acquisition and quantification of peripheral signals in a wide range of contexts, from personal uses to scientific research. WDs have lower costs and higher portability than medical-grade devices. However, the achievable data quality can be lower, and data are subject to artifacts due to body movements and data losses. It is therefore crucial to evaluate the reliability and validity of WDs before their use in research. In this study, we introduce a data analysis procedure for the assessment of WDs for multivariate physiological signals. The quality of cardiac and electrodermal activity signals is validated with a standard set of signal quality indicators. The pipeline is available as a collection of open source Python scripts based on the pyphysio package. We apply the indicators for the analysis of signal quality on data simultaneously recorded from a clinical-grade device and two WDs. The dataset provides signals of six different physiological measures collected from 18 subjects with WDs. This study indicates the need to validate the use of WDs in experimental settings for research and the importance of both technological and signal processing aspects to obtain reliable signals and reproducible results.
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Affiliation(s)
- Andrea Bizzego
- Department of Psychology and Cognitive Science, University of Trento, 38122 Trento, Italy;
| | - Giulio Gabrieli
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore 639798, Singapore;
| | | | - Gianluca Esposito
- Department of Psychology and Cognitive Science, University of Trento, 38122 Trento, Italy;
- Psychology Program, School of Social Sciences, Nanyang Technological University, Singapore 639798, Singapore;
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 639798, Singapore
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94
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Jacques T, Alves RA, Fadaei S, Barbosa F. Real-Time Psychophysiological and Writing Correlates of Expressive Writing. Exp Psychol 2020; 67:237-245. [PMID: 33111656 DOI: 10.1027/1618-3169/a000495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Concealing memories and emotions associated with a traumatic event seems to have negative effects on health. Re-enacting those events through writing is an opportunity to disclose such memories and emotions, and especially for emotion regulation. To study this, 57 university students were randomly assigned to one of two groups. They either completed an expressive writing or a neutral writing task. Real-time writing and psychophysiological data were recorded throughout the experiment to examine writing dynamics associated with emotion regulation and its psychophysiological correlates (electrodermal activity and electrocardiography measures). The results showed that the expressive group (EG) paused for longer than the control group (CG) denoting a positive and medium effect size ( η p 2 = .10 ) . Furthermore, during and after writing, the EG showed a higher low frequency/high frequency ratio than the CG, evidencing a positive and large effect size ( η p 2 = .22 ) . These real-time findings are interpreted as signs of emotion regulation happening during writing.
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Affiliation(s)
- Teresa Jacques
- Faculty of Psychology and Education Sciences, University of Porto, Portugal
| | - Rui A Alves
- Faculty of Psychology and Education Sciences, University of Porto, Portugal
| | - Setareh Fadaei
- Faculty of Psychology and Education Sciences, University of Porto, Portugal
| | - Fernando Barbosa
- Laboratory of Neuropsychophysiology, Faculty of Psychology and Education Sciences, University of Porto, Portugal
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95
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Barsalou LW. Challenges and Opportunities for Grounding Cognition. J Cogn 2020; 3:31. [PMID: 33043241 PMCID: PMC7528688 DOI: 10.5334/joc.116] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 07/20/2020] [Indexed: 01/09/2023] Open
Abstract
According to the grounded perspective, cognition emerges from the interaction of classic cognitive processes with the modalities, the body, and the environment. Rather than being an autonomous impenetrable module, cognition incorporates these other domains intrinsically into its operation. The Situated Action Cycle offers one way of understanding how the modalities, the body, and the environment become integrated to ground cognition. Seven challenges and opportunities are raised for this perspective: (1) How does cognition emerge from the Situated Action Cycle and in turn support it? (2) How can we move beyond simply equating embodiment with action, additionally establishing how embodiment arises in the autonomic, neuroendocrine, immune, cardiovascular, respiratory, digestive, and integumentary systems? (3) How can we better understand the mechanisms underlying multimodal simulation, its functions across the Situated Action Cycle, and its integration with other representational systems? (4) How can we develop and assess theoretical accounts of symbolic processing from the grounded perspective (perhaps using the construct of simulators)? (5) How can we move beyond the simplistic distinction between concrete and abstract concepts, instead addressing how concepts about the external and internal worlds pattern to support the Situated Action Cycle? (6) How do individual differences emerge from different populations of situational memories as the Situated Action Cycle manifests itself differently across individuals? (7) How can constructs from grounded cognition provide insight into the replication and generalization crises, perhaps from a quantum perspective on mechanisms (as exemplified by simulators).
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Affiliation(s)
- Lawrence W. Barsalou
- Institute of Neuroscience and Psychology, School of Psychology, University of Glasgow, Glasgow, UK
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96
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Mantantzis K, Schlaghecken F, Maylor EA. Heart Rate Variability Predicts Older Adults' Avoidance of Negativity. J Gerontol B Psychol Sci Soc Sci 2020; 75:1679-1688. [PMID: 30521028 DOI: 10.1093/geronb/gby148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES The ability to produce situation-appropriate cognitive and emotional responses is dependent on autonomic nervous system (ANS) functionality. Heart rate variability (HRV) is an index of ANS functionality, and resting HRV levels have been associated with cognitive control and inhibitory capacity in young adults, particularly when faced with emotional information. As older adults' greater preference for positive and avoidance of negative stimuli (positivity effect) is thought to be dependent on cognitive control, we hypothesized that HRV could predict positivity-effect magnitude in older adults. METHOD We measured resting-level HRV and gaze preference for happy and angry (relative to neutral) faces in 63 young and 62 older adults. RESULTS Whereas young adults showed no consistent preference for happy or angry faces, older adults showed the expected positivity effect, which predominantly manifested as negativity avoidance rather than positivity preference. Crucially, older but not young adults showed an association between HRV and gaze preference, with higher levels of HRV being specifically associated with stronger negativity avoidance. DISCUSSION This is the first study to demonstrate a link between older adults' ANS functionality and their avoidance of negative information. Increasing the efficiency of the cardiovascular system might selectively improve older adults' ability to disregard negative influences.
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97
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Grimshaw GM, Philipp MC. Bodies in mind: using peripheral psychophysiology to probe emotional and social processes. J R Soc N Z 2020. [DOI: 10.1080/03036758.2020.1792944] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Gina M. Grimshaw
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
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98
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Hoemann K, Khan Z, Feldman MJ, Nielson C, Devlin M, Dy J, Barrett LF, Wormwood JB, Quigley KS. Context-aware experience sampling reveals the scale of variation in affective experience. Sci Rep 2020; 10:12459. [PMID: 32719368 PMCID: PMC7385108 DOI: 10.1038/s41598-020-69180-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 07/07/2020] [Indexed: 12/25/2022] Open
Abstract
Emotion research typically searches for consistency and specificity in physiological activity across instances of an emotion category, such as anger or fear, yet studies to date have observed more variation than expected. In the present study, we adopt an alternative approach, searching inductively for structure within variation, both within and across participants. Following a novel, physiologically-triggered experience sampling procedure, participants' self-reports and peripheral physiological activity were recorded when substantial changes in cardiac activity occurred in the absence of movement. Unsupervised clustering analyses revealed variability in the number and nature of patterns of physiological activity that recurred within individuals, as well as in the affect ratings and emotion labels associated with each pattern. There were also broad patterns that recurred across individuals. These findings support a constructionist account of emotion which, drawing on Darwin, proposes that emotion categories are populations of variable instances tied to situation-specific needs.
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Affiliation(s)
| | | | | | | | | | | | - Lisa Feldman Barrett
- Northeastern University, Boston, USA
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, USA
| | - Jolie B Wormwood
- University of New Hampshire, Durham, USA
- Edith Nourse Rogers Memorial Veterans Hospital, Bedford, USA
| | - Karen S Quigley
- Northeastern University, Boston, USA
- Edith Nourse Rogers Memorial Veterans Hospital, Bedford, USA
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99
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Antonelli M, Cattaruzza S, Strano F. Vittorio Benussi's "Emotional Functional Autonomy": Resumption and Re-Evaluation. Int J Clin Exp Hypn 2020; 68:384-399. [PMID: 32420806 DOI: 10.1080/00207144.2020.1757386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
This study resumes and reevaluates the research on emotional functional autonomy developed by Vittorio Benussi in the 1920s, using hypnosuggestive methods. Four fundamental human emotions were studied in hypnosis: hope, happiness, despair, and unhappiness. Participants received training aimed at experiencing neutral hypnosis, characterized by the absence of any suggested images or suggested cognition. During the neutral hypnosis, the participants were asked to experience emotions isolated from all cognitive and imaginative experience so as to produce what can be assumed to be physiological responses driven by emotion only. The measured physiological variables were breathing and skin conductance. The study found evidence for a specific respiratory profile for each of the emotions examined.
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Affiliation(s)
- Mauro Antonelli
- Department of Psychology, University of Milano-Bicocca , Milan, Italy
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100
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Holtmann O, Bruchmann M, Mönig C, Schwindt W, Melzer N, Miltner WHR, Straube T. Lateralized Deficits of Disgust Processing After Insula-Basal Ganglia Damage. Front Psychol 2020; 11:1429. [PMID: 32714249 PMCID: PMC7347022 DOI: 10.3389/fpsyg.2020.01429] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/27/2020] [Indexed: 12/22/2022] Open
Abstract
A growing body of evidence suggests a role of the insular cortex (IC) and the basal ganglia (BG) in the experience, expression, and recognition of disgust. However, human lesion research, probing this structure-function link, has yielded rather disparate findings in single cases of unilateral and bilateral damage to these areas. Comparative group approaches are needed to elucidate whether disgust-related deficits specifically follow damage to the IC-BG system, or whether there might be a differential hemispheric contribution to disgust processing. We examined emotional processing by means of a comprehensive emotional test battery in four patients with left- and four patients with right-hemispheric lesions to the IC-BG system as well as in 19 healthy controls. While single tests did not provide clear-cut separations of patient groups, composite scores indicated selective group effects for disgust. Importantly, left-lesioned patients presented attenuated disgust composites, while right-lesioned patients showed increased disgust composites, as compared to each other and controls. These findings propose a left-hemispheric basis of disgust, potentially due to asymmetrical representations of autonomic information in the human forebrain. The present study provides the first behavioral evidence of hemispheric lateralization of a specific emotion in the human brain, and contributes to neurobiological models of disgust.
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Affiliation(s)
- Olga Holtmann
- Institute of Medical Psychology and Systems Neuroscience, University of Muenster, Muenster, Germany.,Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Muenster, Muenster, Germany
| | - Maximilian Bruchmann
- Institute of Medical Psychology and Systems Neuroscience, University of Muenster, Muenster, Germany.,Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Muenster, Muenster, Germany
| | - Constanze Mönig
- Department of Neurology, University Hospital Muenster, Muenster, Germany
| | - Wolfram Schwindt
- Institute of Clinical Radiology, University Hospital Muenster, Muenster, Germany
| | - Nico Melzer
- Department of Neurology, University Hospital Muenster, Muenster, Germany
| | - Wolfgang H R Miltner
- Department of Clinical Psychology, Friedrich Schiller University Jena, Jena, Germany
| | - Thomas Straube
- Institute of Medical Psychology and Systems Neuroscience, University of Muenster, Muenster, Germany.,Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Muenster, Muenster, Germany
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