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Meinhardt-Injac B, Altvater-Mackensen N, Mohs A, Goulet-Pelletier JC, Boutet I. Emotion Processing in Late Adulthood: The Effect of Emotional Valence and Face Age on Behavior and Scanning Patterns. Behav Sci (Basel) 2025; 15:302. [PMID: 40150197 PMCID: PMC11939290 DOI: 10.3390/bs15030302] [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: 12/03/2024] [Revised: 02/25/2025] [Accepted: 02/26/2025] [Indexed: 03/29/2025] Open
Abstract
Age-related differences in emotion recognition are well-documented in older adults aged 65 and above, with stimulus valence and the age of the model being key influencing factors. This study examined these variables across three experiments using a novel set of images depicting younger and older models expressing positive and negative emotions (e.g., happy vs. sad; interested vs. bored). Experiment 1 focused on valence-arousal dimensions, Experiment 2 on emotion recognition accuracy, and Experiment 3 on visual fixation patterns. Age-related differences were found in emotion recognition. No significant age-related differences in gaze behavior were found; both age groups looked more at the eye region. The positivity effect-older adults' tendency to prioritize positive over negative information-did not consistently manifest in recognition performance or scanning patterns. However, older adults evaluated positive emotions differently than negative emotions, rating negative facial expressions as less negative and positive emotions as more arousing compared to younger adults. Finally, emotions portrayed by younger models were rated as more intense and more positive than those portrayed by older adults by both older and younger adults. We conclude that the positivity effect and own-age bias may be more complex and nuanced than previously thought.
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Affiliation(s)
- Bozana Meinhardt-Injac
- Department of Psychology, Catholic University of Applied Sciences Berlin (KHSB), 10318 Berlin, Germany
| | | | - Alexandra Mohs
- School of Humanities, University of Mannheim, 68161 Mannheim, Germany; (N.A.-M.); (A.M.)
| | | | - Isabelle Boutet
- School of Psychology, University Ottawa, Ottawa, ON K1N 6N5, Canada; (J.-C.G.-P.); (I.B.)
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2
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Ma J, Liu X, Li Y. A Comparative Study Recognizing the Expression of Information Between Elderly Individuals and Young Individuals. Psychol Res Behav Manag 2024; 17:3111-3120. [PMID: 39253353 PMCID: PMC11382663 DOI: 10.2147/prbm.s471196] [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: 05/27/2024] [Accepted: 08/26/2024] [Indexed: 09/11/2024] Open
Abstract
Background Studies have shown that elderly individuals have significantly worse facial expression recognition scores than young adults. Some have suggested that this difference is due to perceptual degradation, while others suggest it is due to decreased attention of elderly individuals to the most informative regions of the face. Methods To resolve this controversy, this study recruited 85 participants and used a behavioral task and eye-tracking techniques (EyeLink 1000 Plus eye tracker). It adopted the "study-recognition" paradigm, and a mixed experimental design of 3 (facial expressions: positive, neutral, negative) × 2 (subjects' age: young, old) × 3 (facial areas of interest: eyes, nose, and mouth) was used to explore whether there was perceptual degradation in older people's attention to facial expressions and investigate the differences in diagnostic areas between young and older people. Results The behavioral results revealed that young participants had significantly higher facial expression recognition scores than older participants did; moreover, the eye-tracking results revealed that younger people generally fixated on faces significantly more than elderly people, demonstrating the perceptual degradation in elderly people. Young people primarily look at the eyes, followed by the nose and, finally, the mouth when examining facial expressions. The elderly participants primarily focus on the eyes, followed by the mouth and then the nose. Conclusion The findings confirmed that young participants have better facial expression recognition performance than elderly participants, which may be related more to perceptual degradation than to decreased attention to informative areas of the face. For elderly people, the duration of gaze toward the facial diagnosis area (such as the eyes) should be increased when recognizing faces to compensate for the disadvantage of decreased facial recognition performance caused by perceptual aging.
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Affiliation(s)
- Jialin Ma
- Faculty of Education, Henan University, Kaifeng, Henan Province, People's Republic of China
| | - Xiaojing Liu
- Faculty of Education, Henan University, Kaifeng, Henan Province, People's Republic of China
| | - Yongxin Li
- Faculty of Education, Henan University, Kaifeng, Henan Province, People's Republic of China
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3
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Msika EF, Despres M, Piolino P, Narme P. Dynamic and/or multimodal assessments for social cognition in neuropsychology: Results from a systematic literature review. Clin Neuropsychol 2024; 38:922-962. [PMID: 37904259 DOI: 10.1080/13854046.2023.2266172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 09/27/2023] [Indexed: 11/01/2023]
Abstract
Objective: Despite the prevalence of socio-cognitive disturbances, and their important diagnostic/therapeutic implications, the assessment of these disturbances remains scarce. This systematic review aims to identify available social cognition tools for adult assessment that use multimodal and/or dynamic social cues, specifying their strengths and limitations (e.g. from a methodological, psychometric, ecological, and clinical perspective). Method: An electronic search was conducted in Pubmed, PsychINFO, Embase and Scopus databases for articles published up to the 3th of January 2023 and the first 200 Google Scholar results on the same date. The PRISMA methodology was applied, 3884 studies were screened based on title and abstract and 329 full texts were screened. Articles using pseudo-dynamic methodologies (e.g. morphing), reported only subjective or self-reported measures, or investigated only physiological or brain activity responses were excluded. Results: In total, 149 works were included in this review, representing 65 assessment tools (i.e. 48% studying emotion recognition (n = 31), 32% Theory of Mind (n = 21), 5% empathy (n = 3), 1.5% moral cognition/social reasoning (n = 1), and 14% being multimodal (n = 9)). For each study, the tool's main characteristics, psychometric properties, ecological validity indicators and available norms are reported. The tools are presented according to social-cognitive process assessed and communication channels used. Conclusions: This study highlights the lack of validated and standardized tools. A few tools appear to partially meet some clinical needs. The development of methodologies using a first-person paradigm and taking into account the multidimensional nature of social cognition seems a relevant research endeavour for greater ecological validity.
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Affiliation(s)
- Eva-Flore Msika
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Boulogne-Billancourt, France
| | - Mathilde Despres
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Boulogne-Billancourt, France
| | - Pascale Piolino
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Boulogne-Billancourt, France
| | - Pauline Narme
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Boulogne-Billancourt, France
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4
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Christensen JF, Bruhn L, Schmidt EM, Bahmanian N, Yazdi SHN, Farahi F, Sancho-Escanero L, Menninghaus W. A 5-emotions stimuli set for emotion perception research with full-body dance movements. Sci Rep 2023; 13:8757. [PMID: 37253770 DOI: 10.1038/s41598-023-33656-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 04/17/2023] [Indexed: 06/01/2023] Open
Abstract
Ekman famously contended that there are different channels of emotional expression (face, voice, body), and that emotion recognition ability confers an adaptive advantage to the individual. Yet, still today, much emotion perception research is focussed on emotion recognition from the face, and few validated emotionally expressive full-body stimuli sets are available. Based on research on emotional speech perception, we created a new, highly controlled full-body stimuli set. We used the same-sequence approach, and not emotional actions (e.g., jumping of joy, recoiling in fear): One professional dancer danced 30 sequences of (dance) movements five times each, expressing joy, anger, fear, sadness or a neutral state, one at each repetition. We outline the creation of a total of 150, 6-s-long such video stimuli, that show the dancer as a white silhouette on a black background. Ratings from 90 participants (emotion recognition, aesthetic judgment) showed that intended emotion was recognized above chance (chance: 20%; joy: 45%, anger: 48%, fear: 37%, sadness: 50%, neutral state: 51%), and that aesthetic judgment was sensitive to the intended emotion (beauty ratings: joy > anger > fear > neutral state, and sad > fear > neutral state). The stimuli set, normative values and code are available for download.
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Affiliation(s)
- Julia F Christensen
- Department of Language and Literature, Max-Planck-Institute for Empirical Aesthetics, Frankfurt/M, Germany.
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt/M, Germany.
| | - Laura Bruhn
- Department of Language and Literature, Max-Planck-Institute for Empirical Aesthetics, Frankfurt/M, Germany
| | - Eva-Madeleine Schmidt
- Department of Language and Literature, Max-Planck-Institute for Empirical Aesthetics, Frankfurt/M, Germany
- Max Planck School of Cognition, Max Planck Institute, Leipzig, Germany
| | - Nasimeh Bahmanian
- Department of Language and Literature, Max-Planck-Institute for Empirical Aesthetics, Frankfurt/M, Germany
- Department of Modern Languages, Goethe University, Frankfurt, Germany
| | | | | | | | - Winfried Menninghaus
- Department of Language and Literature, Max-Planck-Institute for Empirical Aesthetics, Frankfurt/M, Germany
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5
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Salvato G, De Maio G, Francescon E, Fiorina ML, Fazia T, Grecucci A, Bernardinelli L, Ovadia D, Bottini G. "I feel your fear": superior fear recognition in organised crime members. Cogn Emot 2023:1-9. [PMID: 36725365 DOI: 10.1080/02699931.2023.2170333] [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: 02/03/2023]
Abstract
Individuals who deviate from social norms by committing crimes may have reduced facial emotion recognition abilities. Nevertheless, a specific category of offenders - i.e. organised crime (OC) members - is characterised by hierarchically organised social networks and a tendency to manipulate others to reach their illicit goals. Since recognising emotions is crucial to building social networks, OC members may be more skilled in recognising the facial emotion expressions of others to use this information for their criminal purposes. Evidence of a difference between OC and non-organised crime (NOC) offenders in terms of facial emotion recognition is still lacking. To fill this gap in the literature, we tested 50 OC, 50 NOC offenders, and 50 non-offender controls for their ability to identify six basic emotions (happiness, sadness, fear, anger, disgust, and surprise). All participants underwent a cognitive and psychological evaluation to avoid alternative explanations. Results show that OC members were more able to detect the expression of fear in others as compared to NOC. We interpreted this finding in light of the social context and the behavioural criminal attitude of OC members.
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Affiliation(s)
- Gerardo Salvato
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Cognitive Neuropsychology Centre, ASST "Grande Ospedale Metropolitano" Niguarda, Milano, Italy.,NeuroMi, Milan Centre for Neuroscience, Milan, Italy
| | - Gabriele De Maio
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Cognitive Neuropsychology Centre, ASST "Grande Ospedale Metropolitano" Niguarda, Milano, Italy
| | - Elisa Francescon
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Maria L Fiorina
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Teresa Fazia
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Alessandro Grecucci
- Department of Psychology and Cognitive Science, University of Trento, Trento, Italy
| | - Luisa Bernardinelli
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Daniela Ovadia
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Gabriella Bottini
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.,Cognitive Neuropsychology Centre, ASST "Grande Ospedale Metropolitano" Niguarda, Milano, Italy.,NeuroMi, Milan Centre for Neuroscience, Milan, Italy
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6
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Ziaei M, Arnold C, Ebner NC. Age-related Differences in Expression Recognition of Faces with Direct and Averted Gaze Using Dynamic Stimuli. Exp Aging Res 2021; 47:451-463. [PMID: 33775238 DOI: 10.1080/0361073x.2021.1902459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: It is still an open to what extent the ecological validity of face stimuli modulates age-related differences in the recognition of facial expression; and to what extent eye gaze direction may play a role in this process. The present study tested whether age effects in facial expression recognition, also as a function of eye gaze direction, would be less pronounced in dynamic than static face displays.Method: Healthy younger and older adults were asked to recognize emotional expressions of faces with direct or averted eye gaze presented in static and dynamic format.Results: While there were no differences between the age groups in facial expression recognition ability across emotions, when considering individual expressions, age-related differences in the recognition of angry facial expressions were attenuated for dynamic compared to static stimuli.Conclusion: Our findings suggest a moderation effect of dynamic vs. static stimulus format on age-related deficits in the identification of angry facial expressions, suggesting that older adults may be less disadvantaged when recognizing angry facial expressions in more naturalistic displays. Eye gaze direction did not further modulate this effect. Findings from this study qualify and extend previous research and theory on age-related differences in facial expression recognition and have practical impact on study design by supporting the use of dynamic faces in aging research.
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Affiliation(s)
- Maryam Ziaei
- Centre for Advanced Imaging, The University of Queensland, Brisbane, Australia
| | - Charlotte Arnold
- School of Psychology, The University of Queensland, Brisbane, Australia
| | - Natalie C Ebner
- Department of Psychology, University of Florida, Gainesville, FL, USA.,Department of Aging and Geriatric Research, Institute on Aging, University of Florida, Gainesville, FL, USA.,Center for Cognitive Aging and Memory, Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
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7
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Cortes DS, Tornberg C, Bänziger T, Elfenbein HA, Fischer H, Laukka P. Effects of aging on emotion recognition from dynamic multimodal expressions and vocalizations. Sci Rep 2021; 11:2647. [PMID: 33514829 PMCID: PMC7846600 DOI: 10.1038/s41598-021-82135-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 01/15/2021] [Indexed: 12/20/2022] Open
Abstract
Age-related differences in emotion recognition have predominantly been investigated using static pictures of facial expressions, and positive emotions beyond happiness have rarely been included. The current study instead used dynamic facial and vocal stimuli, and included a wider than usual range of positive emotions. In Task 1, younger and older adults were tested for their abilities to recognize 12 emotions from brief video recordings presented in visual, auditory, and multimodal blocks. Task 2 assessed recognition of 18 emotions conveyed by non-linguistic vocalizations (e.g., laughter, sobs, and sighs). Results from both tasks showed that younger adults had significantly higher overall recognition rates than older adults. In Task 1, significant group differences (younger > older) were only observed for the auditory block (across all emotions), and for expressions of anger, irritation, and relief (across all presentation blocks). In Task 2, significant group differences were observed for 6 out of 9 positive, and 8 out of 9 negative emotions. Overall, results indicate that recognition of both positive and negative emotions show age-related differences. This suggests that the age-related positivity effect in emotion recognition may become less evident when dynamic emotional stimuli are used and happiness is not the only positive emotion under study.
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Affiliation(s)
- Diana S Cortes
- Department of Psychology, Stockholm University, Stockholm, Sweden.
| | | | - Tanja Bänziger
- Department of Psychology, Mid Sweden University, Östersund, Sweden
| | | | - Håkan Fischer
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Petri Laukka
- Department of Psychology, Stockholm University, Stockholm, Sweden.
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8
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Facets of Interpersonal Accuracy Across the Lifespan: Is There a Single Skill in Older Age? JOURNAL OF NONVERBAL BEHAVIOR 2020. [DOI: 10.1007/s10919-019-00326-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
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9
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Schlegel K, Witmer JS, Rammsayer TH. Intelligence and Sensory Sensitivity as Predictors of Emotion Recognition Ability. J Intell 2017; 5:E35. [PMID: 31162426 PMCID: PMC6526400 DOI: 10.3390/jintelligence5040035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 11/02/2017] [Accepted: 11/06/2017] [Indexed: 12/03/2022] Open
Abstract
The ability to recognize emotions from nonverbal cues (emotion recognition ability, ERA) is a core component of emotional intelligence, which has recently been conceptualized as a second-stratum factor of intelligence (MacCann et al., 2014). However, only few studies have empirically investigated the link between ERA, intelligence, and other mental abilities. The present study examined the associations between ERA, fluid intelligence, and sensory sensitivity in a sample of 214 participants. Results showed that both fluid intelligence and sensory sensitivity explained unique portions of variance in ERA. These findings suggest that future studies on ERA should include intelligence measures to assess the incremental validity of ERA above and beyond intelligence.
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Affiliation(s)
- Katja Schlegel
- Institute of Psychology, University of Bern, 3018 Bern, Switzerland.
- Swiss Center for Affective Sciences, University of Geneva, 1202 Geneva, Switzerland.
| | - Joëlle S Witmer
- Institute of Psychology, University of Bern, 3018 Bern, Switzerland.
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10
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Zhao MF, Zimmer HD, Shen X, Chen W, Fu X. Exploring the Cognitive Processes Causing the Age-Related Categorization Deficit in the Recognition of Facial Expressions. Exp Aging Res 2016; 42:348-64. [DOI: 10.1080/0361073x.2016.1191854] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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11
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Grainger SA, Henry JD, Phillips LH, Vanman EJ, Allen R. Age Deficits in Facial Affect Recognition: The Influence of Dynamic Cues. J Gerontol B Psychol Sci Soc Sci 2015; 72:622-632. [DOI: 10.1093/geronb/gbv100] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 10/12/2015] [Indexed: 11/14/2022] Open
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12
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Introducing a short version of the Geneva Emotion Recognition Test (GERT-S): Psychometric properties and construct validation. Behav Res Methods 2015; 48:1383-1392. [DOI: 10.3758/s13428-015-0646-4] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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13
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Mitchell RLC, Young AH. Theory of Mind in Bipolar Disorder, with Comparison to the Impairments Observed in Schizophrenia. Front Psychiatry 2015; 6:188. [PMID: 26834648 PMCID: PMC4716141 DOI: 10.3389/fpsyt.2015.00188] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Accepted: 12/27/2015] [Indexed: 01/10/2023] Open
Abstract
Our ability to make sense of information on the potential intentions and dispositions of others is of paramount importance for understanding their communicative intent, and for judging what an appropriate reaction might be. Thus, anything that impinges on this ability has the potential to cause significant social impairment, and compromise an individual's level of functioning. Both bipolar disorder and schizophrenia are known to feature theory of mind impairment. We conducted a theoretical review to determine the extent and types of theory of mind impairment in bipolar disorder, and evaluate their relationship to medication and symptoms. We also considered possible mediatory mechanisms, and set out to discover what else could be learnt about the impairment in bipolar disorder by comparison to the profile of impairment in schizophrenia. The literature established that in bipolar disorder (i) some form of theory of mind impairment has been observed in all mood states, including euthymia, (ii) the form of theory of mind assessed and task used to make the assessment influence the impairment observed, and (iii) there might be some relationship to cognitive impairment, although a relationship to standard clinical variables was harder to establish. What also became clear in the literature on bipolar disorder itself was the possible relationship of theory of mind impairment to history of psychotic symptoms. Direct comparative studies, including patients with schizophrenia, were thus examined, and provided several important directions for future research on the bases of impairment in bipolar disorder. Particularly prominent was the issue of whether theory of mind impairment could be considered a candidate endophenotype for the psychoses, although current evidence suggests that this may be premature. The differences in impairment across schizophrenia and bipolar disorder may, however, have genuine differential effects on social functioning and the likely success of remediation.
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Affiliation(s)
- Rachel L C Mitchell
- Institute of Psychiatry, Psychology & Neuroscience, King's College London , London , UK
| | - Allan H Young
- Institute of Psychiatry, Psychology & Neuroscience, King's College London , London , UK
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Mitchell RLC, Rossell SL. Perception of emotion-related conflict in human communications: what are the effects of schizophrenia? Psychiatry Res 2014; 220:135-44. [PMID: 25149130 DOI: 10.1016/j.psychres.2014.07.077] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Revised: 07/29/2014] [Accepted: 07/31/2014] [Indexed: 11/18/2022]
Abstract
Our ability to make sense of emotional cues is of paramount importance for understanding state of mind and communicative intent. However, emotional cues often conflict with each other; this presents a significant challenge for people with schizophrenia. We conducted a theoretical review to determine the extent and types of impaired processing of emotion-related conflict in schizophrenia; we evaluated the relationship with medication and symptoms, and considered possible mediatory mechanisms. The literature established that people with schizophrenia demonstrated impaired function: (i) when passively exposed to emotion cues whilst performing an unrelated task, (ii) when selectively attending to one source of emotion cues whilst trying to ignore interference from another source, and (iii) when trying to resolve conflicting emotion cues and judge meta-communicative intent. These deficits showed associations with both negative and positive symptoms. There was limited evidence for antipsychotic medications attenuating impaired emotion perception when there are conflicting cues, with further direct research needed. Impaired attentional control and context processing may underlie some of the observed impairments. Neuroanatomical correlates are likely to involve interhemispheric transfer via the corpus callosum, limbic regions such as the amygdala, and possibly dorsolateral prefrontal and anterior cingulate cortex through their role in conflict processing.
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Affiliation(s)
- Rachel L C Mitchell
- Centre for Affective (PO Box 72), Department of Psychological Medicine, Institute of Psychiatry, 16 De Crespigny Park, London SE5 8AF, UK.
| | - Susan L Rossell
- Brain and Psychological Sciences Research Centre, Swinburne University of Technology, Melbourne, Victoria, Australia
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15
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Aging Revitalizes Nonverbal Challenges. JOURNAL OF NONVERBAL BEHAVIOR 2011. [DOI: 10.1007/s10919-011-0119-0] [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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