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Lou Y, Chen X, Zhao L, Xuc N, Zhang L, Hu W, Qiu Y. Effect of dietary patterns on mild cognitive impairment and dementia: a machine learning bibliometric and visualization analysis. Front Nutr 2024; 11:1378959. [PMID: 38803449 PMCID: PMC11129789 DOI: 10.3389/fnut.2024.1378959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/22/2024] [Indexed: 05/29/2024] Open
Abstract
Objective As a spectrum of neurodegenerative conditions, dementia presents a significant challenge to worldwide health. Mild cognitive impairment (MCI) is recognized as the intermediate stage between normal cognitive functioning and dementia. Studies highlight the significant impact of dietary patterns on the management of MCI and dementia. Currently, comprehensive research on dietary patterns specific to MCI and dementia is limited, but bibliometric analysis offers a method to pinpoint essential research directions. Methods On November 18, 2023, a search was conducted in the Web of Science Core Collection (WoSCC) for publications on diet and MCI/dementia. Tools such as Rstudio, CiteSpace, and VOSviewer were employed to create a knowledge atlas. This atlas analyzed collaborations, reference co-citations, keyword patterns, and emerging trends. Results The search yielded 1,493 publications on diet and MCI/dementia, indicating a growing interest despite fluctuations. Contributions came from 70 countries/regions and 410 organizations across 456 journals. The USA and China led in publication numbers, with significant contributions from Columbia University and Harvard Medical School. Top authors include Scarmeas Nikolaos, Morris Martha Clare, and Samieri Cecilia. The Ketogenic, Mediterranean, and MIND diets emerged as key dietary patterns for cognitive decline prevention, highlighting the role of genetic factors, especially ApoE polymorphisms, in cognitive deterioration. Conclusion This study provides core countries, institutions, and authors in the field, and points out the development directions in the field. Future research directions in dietary for MCI and dementia will focus on: (1) the potential effects of the KD in alleviating oxidative stress and modulating gut microbiota in neurodegenerative diseases; (2) how diet influences cognitive health through patterns of ApoE and protein expression; (3) investigating the interactions between gut microbiota and brain function, known as the "gut-brain axis."
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Affiliation(s)
- Yan Lou
- Haining Health School, Jiaxing, Zhejiang, China
| | - Xueping Chen
- Hangzhou Yanjiang Technology Co., Ltd., Hangzhou, Zhejiang, China
| | - Le Zhao
- Haining Health School, Jiaxing, Zhejiang, China
| | - Nan Xuc
- Quzhou College of Technology, Quzhou, Zhejiang, China
| | - Lijun Zhang
- Hangzhou Lvkang Hospital Co., Ltd., Hangzhou, Zhejiang, China
| | - Wenyi Hu
- China Jiliang University, Hangzhou, Zhejiang, China
| | - Yongzhen Qiu
- Department of Cardiology, Lishui Municipal Central Hospital, Lishui, Zhejiang, China
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Warren A. Can a translational science approach change the dementia narrative in medical education? FRONTIERS IN DEMENTIA 2023; 2:1288817. [PMID: 39081977 PMCID: PMC11285690 DOI: 10.3389/frdem.2023.1288817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 11/08/2023] [Indexed: 08/02/2024]
Affiliation(s)
- Alison Warren
- The Department of Clinical Research and Leadership, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
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3
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Warren A. Heightened emotion processing as a compensatory mechanism in persons with Alzheimer's disease: Psychological insights from the tri-network model. FRONTIERS IN DEMENTIA 2022; 1:983331. [PMID: 39081476 PMCID: PMC11285592 DOI: 10.3389/frdem.2022.983331] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 08/31/2022] [Indexed: 08/02/2024]
Abstract
Social and emotional communication is an integral tenant of life quality and well-being. Aberrations in functional connectivity can alter social emotional behavior in numerous disease states, including dementia. This paper aims to review the major network changes observed in Alzheimer's disease, with a focus on the tri-network model. The central executive network, default mode network, and principally the salience network will be discussed as they relate to both pathology and compensatory behavioral manifestations in persons with dementia. The psychological and behavioral correlates of these network changes will be reviewed with the intent of increasing understanding about the conscious experience and communication modalities utilized by persons with dementia, the understanding of which may promote meaningful communication with care providers and loved ones. This paper further seeks to reframe social emotional communication methods used by persons with dementia by marrying current knowledge of neuroscience, psychology, and person-centered care. In this way, a perspective is offered that considers the heightened emotional states experienced by persons with dementia as a potential compensatory mechanism that may hold practical value under some circumstances. The many ways in which the brain adapts to physical and psychological changes, aging, and injury are still under exploration. Emotion processing may provide clinical insight into the subjective experience of dementia in this regard. Emotions, therefore, may serve to promote social bonds, provide an avenue for non-verbal communication, and act as a construct to maintain agency in persons who ultimately lose autonomy.
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Affiliation(s)
- Alison Warren
- The Department of Clinical Research and Leadership, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
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Visser M, Smaling HJA, Parker D, van der Steen JT. How Do We Talk With People Living With Dementia About Future Care: A Scoping Review. Front Psychol 2022; 13:849100. [PMID: 35496203 PMCID: PMC9039178 DOI: 10.3389/fpsyg.2022.849100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/16/2022] [Indexed: 11/13/2022] Open
Abstract
A diagnosis of dementia often comes with difficulties in understanding a conversational context and expressing how one feels. So far, research on how to facilitate advance care planning (ACP) for people with dementia focused on defining relevant themes and topics for conversations, or on how to formalize decisions made by surrogate decision makers, e.g., family members. The aim of this review is to provide a better scope of the existing research on practical communication aspects related to dementia in ACP conversations. In November 2020, seven databases were searched to select papers for inclusion (Proquest, Medline, Embase, Scopus, Psycinfo, Amed, and Cinahl). This search was updated in December 2021. The search strategy consisted of three tiers (related terms to "dementia," "communication" and "ACP"), intersected by using the Boolean term "AND," and resulted in 787 studies. Two researchers followed explicit criteria for two sequential levels of screening, based on titles and abstracts and full papers. A total of 22 studies were included for data analysis. Seven topics (i.e., importance of having ACP conversations, knowledge gap, inclusion of people with dementia in ACP conversations, policy vs. practice, adapting to cognitive changes, adapting to psychosocial changes, and adapting to emotional changes) emerged clustered around two themes (i.e., communicating with people with dementia in ACP, and changes in communication due to dementia). This scoping review provides practical suggestions for healthcare professionals to improve ACP communication and uncovered gaps in research on communication aspects related to dementia in ACP conversations, such as non-verbal behavior, timing and implementation, and personal preferences.
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Affiliation(s)
- Mandy Visser
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
| | - Hanneke J A Smaling
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,University Network for the Care Sector Zuid-Holland, Leiden University Medical Center, Leiden, Netherlands
| | - Deborah Parker
- Improving Palliative, Aged and Chronic Care Through Clinical Research and Translation (IMPACCT), Faculty of Health, University of Technology Sydney, Ultimo, NSW, Australia
| | - Jenny T van der Steen
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, Netherlands
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Warren A. Behavioral and Psychological Symptoms of Dementia as a Means of Communication: Considerations for Reducing Stigma and Promoting Person-Centered Care. Front Psychol 2022; 13:875246. [PMID: 35422728 PMCID: PMC9002111 DOI: 10.3389/fpsyg.2022.875246] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/07/2022] [Indexed: 11/16/2022] Open
Abstract
Dementia has rapidly become a major global health crisis. As the aging population continues to increase, the burden increases commensurately on both individual and societal levels. The behavioral and psychological symptoms of dementia (BPSD) are a prominent clinical feature of Alzheimer’s disease and related dementias (ADRD). BPSD represent a myriad of manifestations that can create significant challenges for persons living with dementia and their care providers. As such, BPSD can result in detriments to social interaction with others, resulting in harm to the psychosocial health of the person with dementia. While brain deterioration can contribute to BPSD as the disease progresses, it may be confounded by language and communication difficulties associated with ADRD. Indeed, when a person with dementia cannot effectively communicate their needs, including basic needs such as hunger or toileting, nor symptoms of pain or discomfort, it may manifest as BPSD. In this way, a person with dementia may be attempting to communicate with what little resources are available to them in the form of emotional expression. Failing to recognize unmet needs compromises care and can reduce quality of life. Moreover, failing to fulfill said needs can also deteriorate communication and social bonds with loved ones and caregivers. The aim of this review is to bring the differential of unmet needs to the forefront of BPSD interpretation for both formal and informal caregivers. The overarching goal is to provide evidence to reframe the approach with which caregivers view the manifestations of BPSD to ensure quality of care for persons with dementia. Understanding that BPSD may, in fact, be attempts to communicate unmet needs in persons with dementia may facilitate clinical care decisions, promote quality of life, reduce stigma, and foster positive communications.
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Affiliation(s)
- Alison Warren
- The Department of Clinical Research and Leadership, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
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Chen LY, Tsai TH, Ho A, Li CH, Ke LJ, Peng LN, Lin MH, Hsiao FY, Chen LK. Predicting neuropsychiatric symptoms of persons with dementia in a day care center using a facial expression recognition system. Aging (Albany NY) 2022; 14:1280-1291. [PMID: 35113806 PMCID: PMC8876896 DOI: 10.18632/aging.203869] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 01/17/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Behavioral and psychological symptoms of dementia (BPSD) affect 90% of persons with dementia (PwD), resulting in various adverse outcomes and aggravating care burdens among their caretakers. This study aimed to explore the potential of artificial intelligence-based facial expression recognition systems (FERS) in predicting BPSDs among PwD. METHODS A hybrid of human labeling and a preconstructed deep learning model was used to differentiate basic facial expressions of individuals to predict the results of Neuropsychiatric Inventory (NPI) assessments by stepwise linear regression (LR), random forest (RF) with importance ranking, and ensemble method (EM) of equal importance, while the accuracy was determined by mean absolute error (MAE) and root-mean-square error (RMSE) methods. RESULTS Twenty-three PwD from an adult day care center were enrolled with ≥ 11,500 FERS data series and 38 comparative NPI scores. The overall accuracy was 86% on facial expression recognition. Negative facial expressions and variance in emotional switches were important features of BPSDs. A strong positive correlation was identified in each model (EM: r = 0.834, LR: r = 0.821, RF: r = 0.798 by the patientwise method; EM: r = 0.891, LR: r = 0.870, RF: r = 0.886 by the MinimPy method), and EM exhibited the lowest MAE and RMSE. CONCLUSIONS FERS successfully predicted the BPSD of PwD by negative emotions and the variance in emotional switches. This finding enables early detection and management of BPSDs, thus improving the quality of dementia care.
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Affiliation(s)
- Liang-Yu Chen
- Aging and Health Research Center, Taipei, Taiwan
- Institute of Public Health, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
- Center for Geriatrics and Gerontology, Taipei, Taiwan
- uAge Day Care Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | | | - Andy Ho
- Value Lab, Acer Incorporated, New Taipei City, Taiwan
| | - Chun-Hsien Li
- Value Lab, Acer Incorporated, New Taipei City, Taiwan
| | - Li-Ju Ke
- uAge Day Care Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Li-Ning Peng
- Aging and Health Research Center, Taipei, Taiwan
- Center for Geriatrics and Gerontology, Taipei, Taiwan
| | - Ming-Hsien Lin
- Aging and Health Research Center, Taipei, Taiwan
- Center for Geriatrics and Gerontology, Taipei, Taiwan
| | - Fei-Yuan Hsiao
- Graduate Institute of Clinical Pharmacy, National Taiwan University, Taipei, Taiwan
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
- Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan
| | - Liang-Kung Chen
- Aging and Health Research Center, Taipei, Taiwan
- Center for Geriatrics and Gerontology, Taipei, Taiwan
- Taipei Municipal Gan-Dau Hospital, Taipei, Taiwan
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Warren A. Preserved Consciousness in Alzheimer's Disease and Other Dementias: Caregiver Awareness and Communication Strategies. Front Psychol 2021; 12:790025. [PMID: 34950092 PMCID: PMC8688803 DOI: 10.3389/fpsyg.2021.790025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/09/2021] [Indexed: 11/17/2022] Open
Abstract
Alzheimer's disease is an insidious onset neurodegenerative syndrome without effective treatment or cure. It is rapidly becoming a global health crisis that is overwhelming healthcare, society, and individuals. The clinical nature of neurocognitive decline creates significant challenges in bidirectional communication between caregivers and persons with Alzheimer's disease (AD) that can negatively impact quality-of-life. This paper sought to understand how and to what extent would awareness training about the levels of consciousness in AD influence the quality-of-life interactions in the caregiver-patient dyad. A literature review of multiple databases was conducted utilizing a transdisciplinary approach. The sum of findings indicates a positive relationship between enhanced caregiver awareness and training, positive interactions, and improved QOL measures among patients and caregivers. A multidirectional relationship was found among healthcare policies, training and education resources, caregivers, and persons with AD. Specifically, the current lack of policy and inadequate training and educational resources has various detrimental effects on patients and caregivers, while improvements in training and education of caregivers yields positive outcomes in communication and QOL. Furthermore, evidence of preserved consciousness in persons with AD was demonstrated from multiple disciplines, including neurobiological, psychological, and biopsychosocial models. The literature further revealed several methods to access the preserved consciousness in persons with AD and related dementias, including sensory, emotional, and cognitive stimulations. The evidence from the literature suggests a reframed approach to our understanding and treatment of persons with AD is not only warranted, but crucial to address the needs of those affected by AD.
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Affiliation(s)
- Alison Warren
- The Department of Clinical Research and Leadership, The George Washington University, Washington, DC, United States
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Madsø KG, Flo-Groeneboom E, Pachana NA, Nordhus IH. Assessing Momentary Well-Being in People Living With Dementia: A Systematic Review of Observational Instruments. Front Psychol 2021; 12:742510. [PMID: 34887803 PMCID: PMC8649635 DOI: 10.3389/fpsyg.2021.742510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 10/26/2021] [Indexed: 11/17/2022] Open
Abstract
Optimizing the possibility to lead good lives is at the core of treatment and care for people with dementia. This may be monitored by assessing well-being and quality of life. However, cognitive impairment following dementia may complicate recall-based assessment with questionnaires, and proxy-ratings from family-caregivers do not correspond well to self-reports. Thus, using observational measures represents a potentially advanced option. Systematic reviews evaluating measurement properties, interpretability and feasibility of observational instruments assessing well-being in people living with dementia are lacking. Thus, this review performed systematic searches to find peer reviewed validated instruments of relevance in the databases MEDLINE, EMBASE, PsycINFO, Web of Science, CINAHL and ProQuest. Twenty-two instruments assessing well-being were included for evaluation of measurement properties based on the systematic approach of the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN). The evaluation included risk of bias on study level, and assessment of measurement properties on instrument level including content validity, construct validity, structural validity, internal consistency, measurement invariance, cross-cultural validity, measurement error and inter-rater/intra-rater/test-retest reliability and responsiveness. Additionally, the feasibility and interpretability of the measures were evaluated. No single instrument could be recommended based on existing publications. Thus, we provide general recommendations about further assessment and development of these instruments. Finally, we describe the most promising instruments and offer guidance with respect to their implementation and use in clinical and research contexts.
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Affiliation(s)
- Kristine Gustavsen Madsø
- Department of Clinical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
- NKS Olaviken Gerontopsychiatric Hospital, Bergen, Norway
| | | | - Nancy A. Pachana
- School of Psychology, The University of Queensland, Brisbane, QLD, Australia
| | - Inger Hilde Nordhus
- Department of Clinical Psychology, Faculty of Psychology, University of Bergen, Bergen, Norway
- Department of Behavioral Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Lee KH, Lee JY, Kim B, Boltz M. Event-Specific Emotional Expression of Persons Living With Dementia in Long-term Care: A 6 Months Follow-up Study. Clin Nurs Res 2021; 31:320-328. [PMID: 34538117 DOI: 10.1177/10547738211047047] [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: 11/16/2022]
Abstract
This longitudinal study aimed to explore the event-specific emotional expressions of persons living with dementia in long-term care during a 6-month period with repeated observations. Emotional expressions at three specific events (mealtime, personal care, and social activity) were videotaped at the beginning, month 3, and month 6. Thirty participants were enrolled, and nine observations were made for each participant. Mixed-effect models were used for statistical analysis. The type of care events, the person who provides care, and the facility type were associated with emotional expressions. Specifically, personal care, interaction with non-nursing providers, and facility type were associated with positive emotional expressions. Negative emotional expressions were related to personal care, interaction with family or volunteer, and facility type. This study provides a better understanding of event-specific emotional expressions and knowledge to support the development of emotion-oriented intervention programs to improve the psychological well-being of persons living with dementia.
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Affiliation(s)
- Kyung Hee Lee
- College of Nursing and Mo-Im Kim Nursing Research Institute, Yonsei University, Seoul, South Korea
| | - Ji Yeon Lee
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, South Korea
| | - Bora Kim
- College of Nursing and Brain Korea 21 FOUR Project, Yonsei University, Seoul, South Korea
| | - Marie Boltz
- College of Nursing, The Pennsylvania State University, University Park, PA, USA
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Abstract
Caregivers search for mobile device apps that offer meaningful and enjoyable activities to simultaneously enhance the preserved cognitive and functional abilities of those in their care. The purpose of this review article was to describe the current state of tablet apps with which elders with Alzheimer's disease and related forms of dementia may engage as users. Using the keywords "app," "Alzheimer's," and "dementia," a sample of 83 apps was selected from the iTunes Store, Google, and discussion boards of Apple Support Communities. A descriptive content analysis was conducted using a coding scheme on the characteristics of tablet app activity and the requirements for functional abilities of the users. This review found that the activities of the selected apps included games, simple watching and viewing, music and sounds, memory training, learning and information, and social interaction starters. A high-level cognitive and physical ability such as eye-hand coordination is often required to play the majority of the game apps. A few apps are designed specifically for the population. Individuals' variability in cognitive and functional abilities necessitates a person-centered approach in designing and selecting games and activities for apps in order to increase engagement and promote positive experiences in older adults.
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Affiliation(s)
- Sunghee H. Tak
- The Research Institute of Nursing Science, College of Nursing, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul 110-799, Republic of Korea
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Carbon CC. Wearing Face Masks Strongly Confuses Counterparts in Reading Emotions. Front Psychol 2020; 11:566886. [PMID: 33101135 PMCID: PMC7545827 DOI: 10.3389/fpsyg.2020.566886] [Citation(s) in RCA: 216] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 09/02/2020] [Indexed: 01/10/2023] Open
Abstract
Wearing face masks is one of the essential means to prevent the transmission of certain respiratory diseases such as coronavirus disease 2019 (COVID-19). Although acceptance of such masks is increasing in the Western hemisphere, many people feel that social interaction is affected by wearing a mask. In the present experiment, we tested the impact of face masks on the readability of emotions. The participants (N = 41, calculated by an a priori power test; random sample; healthy persons of different ages, 18–87 years) assessed the emotional expressions displayed by 12 different faces. Each face was randomly presented with six different expressions (angry, disgusted, fearful, happy, neutral, and sad) while being fully visible or partly covered by a face mask. Lower accuracy and lower confidence in one’s own assessment of the displayed emotions indicate that emotional reading was strongly irritated by the presence of a mask. We further detected specific confusion patterns, mostly pronounced in the case of misinterpreting disgusted faces as being angry plus assessing many other emotions (e.g., happy, sad, and angry) as neutral. We discuss compensatory actions that can keep social interaction effective (e.g., body language, gesture, and verbal communication), even when relevant visual information is crucially reduced.
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Affiliation(s)
- Claus-Christian Carbon
- Department of General Psychology and Methodology, University of Bamberg, Bamberg, Germany.,Research Group EPÆG (Ergonomics, Psychological Aesthetics, Gestalt), Bamberg, Germany
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