310 results on '"Emotional bias"'
Search Results
2. Eye-tracking evidence of a relationship between attentional bias for emotional faces and depression severity in patients with treatment-resistant depression
- Author
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Laetitia Imbert, Cécilia Neige, Rémi Moirand, Giulia Piva, Benoit Bediou, William Vallet, and Jerome Brunelin
- Subjects
Major depression ,Facial emotion ,Free-viewing task ,Emotional bias ,Medicine ,Science - Abstract
Abstract In a retrospective study, 54 patients with treatment-resistant major depressive disorder (TRD) completed a free-viewing task in which they had to freely explore pairs of faces (an emotional face (happy or sad) opposite to a neutral face). Attentional bias to emotional faces was calculated for early and sustained attention. We observed a significant negative correlation between depression severity as measured by the 10-item Montgomery-Åsberg Depression Rating Scale (MADRS) and sustained attention to happy faces. In addition, we observed a positive correlation between depression severity and sustained attention to sad faces. No significant correlation between depression severity and early attention was found for either happy or sad faces. Although conclusions from the current study are limited by the lack of comparison with a control group, the eye-tracking free-viewing task appears to be a relevant, accessible and easy-to-use tool for measuring depression severity through emotional attentional biases in TRD.
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- 2024
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3. Eye-tracking evidence of a relationship between attentional bias for emotional faces and depression severity in patients with treatment-resistant depression.
- Author
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Imbert, Laetitia, Neige, Cécilia, Moirand, Rémi, Piva, Giulia, Bediou, Benoit, Vallet, William, and Brunelin, Jerome
- Subjects
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EYE tracking , *ATTENTIONAL bias , *MENTAL depression - Abstract
In a retrospective study, 54 patients with treatment-resistant major depressive disorder (TRD) completed a free-viewing task in which they had to freely explore pairs of faces (an emotional face (happy or sad) opposite to a neutral face). Attentional bias to emotional faces was calculated for early and sustained attention. We observed a significant negative correlation between depression severity as measured by the 10-item Montgomery-Åsberg Depression Rating Scale (MADRS) and sustained attention to happy faces. In addition, we observed a positive correlation between depression severity and sustained attention to sad faces. No significant correlation between depression severity and early attention was found for either happy or sad faces. Although conclusions from the current study are limited by the lack of comparison with a control group, the eye-tracking free-viewing task appears to be a relevant, accessible and easy-to-use tool for measuring depression severity through emotional attentional biases in TRD. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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4. Impact of Cognitive and Emotional Bias on Students' Entrepreneurial Intention.
- Author
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K. J., Reshma and K., Ganesaraman
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Entrepreneurial Intentions are not expanding as anticipated. In the growing economy, it is difficult to make any rational decision with the available information. The study focuses on understanding the impact of Cognitive and Emotional Bias on student's Entrepreneurial Intention. The primary data was gathered from 370 students from different higher educational institutions in India. PLS-SEM was used to explore the impact of cognitive and emotional bias on entrepreneurial intention among the students. Multilayer Perceptron (MLP) was used to rank the results obtained from SEM based on the normalized importance. The results from the SEM and MLP ascertain that cognitive bias has more impact on EI. The attributes of cognitive bias overconfidence, loss aversion, and representativeness influence the students' entrepreneurial intention. The study found that cognitive and emotional biases help individuals make more informed decisions, assess opportunities realistically, and enhance their overall entrepreneurial intention. The study on Entrepreneurial Intention has a practical implication for higher educational institutions and policymakers. Firstly, this study helps higher education institutions plan their curriculum, specifically addressing cognitive biases, emotional biases, and decision-making in entrepreneurial contexts. Secondly helps the policymakers develop a framework to overcome the cognitive and emotional challenges associated with entrepreneurship. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Suicide-related cognitions and emotional bias performance in a community sample.
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McManimen, Stephanie L., Hay, Jarrod, Long, Cameron, Bryan, Craig J., and Aase, Darrin M.
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STIMULUS & response (Psychology) , *SOCIAL cues , *NONVERBAL cues , *SUICIDE risk factors , *SUICIDAL ideation , *ATTENTIONAL bias , *FACIAL expression & emotions (Psychology) - Abstract
Suicide is theorized to be connected to social interactions and feelings of belongingness. Those with suicide-related cognitions (SRCs) demonstrate attentional bias toward negative or suicide-related words, which can lead to increased feelings of rejection or alienation. As social interactions employ both verbal and nonverbal cues, there exists a gap in understanding how perception of emotional expressions can contribute to the development or exacerbation of suicidal ideation. The current sample (N = 114, 60.5 % female, 74.6 % white) completed the Suicide Cognitions Scale-Revised (SCS-R) and Patient Health Questionnaire (PHQ-9) to assess SRCs and depression severity. The Emotional Bias Task (EBT) was used to assess emotional response latency. Multiple regression analyses on EBT results showed that endorsement of SRCs and depression severity were not associated with any particular emotional response bias. However, presence of SRCs showed an association with longer latencies to identify ambiguous emotional expressions, even when controlling for depressive symptoms and age Measures were self-completed online. Relative homogeneity of the sample and cross-sectional design limits interpretation of the results. Those with more severe SRCs take longer to recognize positive, nonverbal cues. Irregular processing of positive emotional stimuli combined with bias toward negative verbal cues could worsen feelings of rejection or alienation in social interactions, therefore increasing risk of developing SI. This suggests that interventions focusing on allocation of attentional resources to process positive social cues may be beneficial for those with SRCs to reduce severity and risk of suicide. • Suicide-related cognitions were not associated with an emotional bias. • Higher SRCs were related to longer latency recognizing positive and negative emotional faces. • Longer latency remains after accounting for depression. [ABSTRACT FROM AUTHOR]
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- 2024
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6. The Role of Working Memory in Age-Related Emotional Memory Bias.
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Sattari, Negin, Whitehurst, Lauren, and Mednick, Sara
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Aging ,Emotional bias ,Long-term memory ,Working memory - Abstract
UNLABELLED: Aging is accompanied by deterioration in both working memory (WM) and long-term memory (LTM), yet whether these changes are related is not understood. Sleep plays a role in the formation of LTM in young adults, but the findings in older adults are not as clear. The types of memories we store also shift with age as young adults preserve a higher proportion of negative experiences when compared to older adults. The reason for this age-related change in emotional memory bias is also not clear; however, some studies have suggested that WM changes across aging may be an important factor. In the current study, we examined performance in WM and emotional LTM in younger and older adults. We added a daytime nap in half the subjects to examine a possible role of sleep on emotional LTM. In the morning, 93 younger (18-39) and 121 older (60-85) adults completed a WM task. Subjects also encoded neutral or negative word pairs and provided valence and arousal ratings for each pair. After half the subjects took a daytime nap, LTM was examined, and valence and arousal ratings were reassessed. Results indicate that older adults showed worse recognition for negative word pairs compared with neutral, as well as decreased negative valence ratings in the afternoon. This decrease in emotional reactivity was correlated with better LTM performance. In contrast, younger adults performed better on the negative compared to neutral word pairs, with no change in emotional reactivity and no association between emotional reactivity and LTM. In addition, WM was positively related to LTM in younger, but not in older adults. Lastly, no differences were shown across sleep, regardless of age. Our findings suggest that the emotional memory bias may be associated with the emotional saliency of the information in older adults, and with WM capacity in younger adults. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s42761-022-00134-5.
- Published
- 2022
7. Affective prosody guides facial emotion processing.
- Author
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Cui, Xin, Jiang, Xiaoming, and Ding, Hongwei
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AFFECT (Psychology) ,EMOTIONS ,PROSODIC analysis (Linguistics) ,EMOTION recognition ,FACIAL expression ,NATIVE language ,EYE tracking - Abstract
Previous studies have reported the "emotional congruency effect (ECE)" in cross-modal emotion processing, claiming that multimodal congruent emotional signals will enhance the emotion processing, yet few studies have shown how this effect is dynamically processed over time and whether it is achieved in the same way across language and cultural backgrounds. We adopted the eye-tracking technique to investigate whether and how the audio emotional signal influences the visual processing of emotional faces according to ECE. We explored this issue by asking thirty-two native Mandarin speakers to scan a visual array of four types of emotional faces while listening to the affective prosody matching one of the four emotions. To eliminate the potential confounding from lexico-semantic information, the affective prosody is pronounced in meaningless di-syllable clusters. Results of the experiment indicate that (1) participants paid more attention to happy faces at first glance and their attention shifted to angry and sad faces over time. (2) Consistent with findings in English-speaking settings, ECE appeared in Mandarin-speaking settings, but took effect earlier in happy faces and persisted in all emotions as the unfolding of the signal. Based on the results, we conclude that the processing time differs across emotion types and therefore ECE takes effect in different temporal points according to the emotion type. Finally, we suggest that language and cultural experience may shape the processing time of different emotions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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8. Exploring behavioural bias affecting investment decision-making: a network cluster based conceptual analysis for future research
- Author
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Bihari, Anshita, Dash, Manoranjan, Kar, Sanjay Kumar, Muduli, Kamalakanta, Kumar, Anil, and Luthra, Sunil
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- 2022
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9. Exploring behavioural bias affecting investment decision-making: a network cluster based conceptual analysis for future research
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Anshita Bihari, Manoranjan Dash, Sanjay Kumar Kar, Kamalakanta Muduli, Anil Kumar, and Sunil Luthra
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Behavioural biases ,Emotional bias ,Cognitive bias ,Systematic literature review ,Investment decision-making ,Industrial engineering. Management engineering ,T55.4-60.8 ,Production management. Operations management ,TS155-194 - Abstract
Purpose – This study systematically explores the patterns and connections in the behavioural bias and investment decisions of the existing literature in the Scopus database published between 2007 and 2022. The purpose of this paper is to address this issue. Findings – In the article it was determined which contributed documents were the most significant in this particular subject area along with the citations, publications and nations that were associated with them. The bibliographic coupling offered more in-depth insights into the papers by organizing them into distinct groups. The pattern of the publications has been brought to light, and the connection between different types of literature has provided insight into the path that future studies should take. Research limitations/implications – This study considered only articles from the Scopus database. Future studies can be based on papers that have been published in other databases. Originality/value – The outcome of this study provides valuable insights into the intellectual structure and biases of investors and adds value to existing knowledge. This review provides a road map for the future trend of research on behavioural bias and investment decisions.
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- 2022
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10. Same stimuli, different responses: a pilot study assessing air pollution visibility impacts on emotional well-being in a controlled environment.
- Author
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Yang, Jianxun, Gao, Qi, Liu, Miaomiao, Ji, John S., and Bi, Jun
- Abstract
A growing number of studies have shown that impaired visibility caused by particulate matter pollution influences emotional wellbeing. However, evidence is still scant on how this effect varies across individuals and over repetitive visual exposure in a controlled environment. Herein, we designed a lab-based experiment (41 subjects, 6 blocks) where participants were presented with real-scene images of 12 different PM
2.5 concentrations in each block. Emotional valence (negative to positive) and arousal (calm to excited) were self-rated by participants per image, and the response time for each rating was recorded. We find that as pollution level increases from 10 to 260 µg/m3 , valence scores decrease, whereas arousal scores decline first and then bounce back, following a U-shaped trend. When air quality deteriorates, individual variability decreases in hedonic valence but increases in arousal. Over blocks, repetitive visual exposure increases valence at a moderate pollution level but aggravates negative emotions in severely polluted conditions (> 150 µg/m3 ). Finally, we find females, people who are slow in making responses, and those who are highly aroused by clean air tend to express more negative responses (so-called negativity bias) to ambient pollution than their respective counterparts. These results provide deeper insights into individual-level emotional responses to dirty air in a controlled environment. Although the findings in our pilot study should only be directly applied to the conditions assessed herein, we introduce a framework that can be replicated in different regions to assess the impact of air pollution on local emotional wellbeing. [ABSTRACT FROM AUTHOR]- Published
- 2023
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11. VIESES PSICOLÓGICOS E TOMADA DE DECISÃO: OPINIÕES DE ESPECIALISTAS VERSUS INVESTIDORES INDIVIDUAIS.
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de Oliveira Cardoso, Nicolas, Emiko Yoshinaga, Claudia, Budiner Mette, Frederike Monika, and de Lara Machado, Wagner
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INDIVIDUAL investors ,LOSS aversion ,RESEARCH personnel ,PREJUDICES ,INVESTORS - Abstract
Copyright of Revista Psicologia Clínica is the property of Faculdades Catolicas - Pontificia Universidade Catolica do Rio de Janeiro and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2023
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12. An Emotional Bias Modification for Children With Attention-Deficit/Hyperactivity Disorder: Co-design Study.
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Melvyn Zhang and Ranganath, Vallabhajosyula
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ATTENTION-deficit hyperactivity disorder ,COGNITIVE bias ,CHILD psychiatry ,GAMIFICATION ,MEDICAL care - Abstract
Background: Attention-deficit/hyperactivity disorder (ADHD) is one of the common neurodevelopment disorders. Children with ADHD typically have difficulties with emotional regulation. Previous studies have investigated the assessment for underlying emotional biases using the visual probe task. However, one of the significant limitations of the visual probe task is that it is demanding and repetitive over time. Previous studies have examined the use of gamification methods in addressing the limitations of the emotional bias visual probe task. There has also been increased recognition of the potential of participatory action research methods and how it could help to make the conceptualized interventions more relevant. Objective: The primary aim of this study was to collate health care professionals’ perspectives on the limitations of the existing visual probe task and to determine if gamification elements were viable to be incorporated into an emotional bias modification task. Methods: A co-design workshop was conducted. Health care professionals from the Department of Development Psychiatry, Institute of Mental Health, Singapore, were invited to participate. Considering the COVID-19 pandemic and the restrictions, a web-based workshop was conducted. There were 3 main phases in the workshops. First, participants were asked to identify limitations and suggest potential methods to overcome some of the identified limitations. Second, participants were shown examples of existing gaming interventions in published literature and commercial stores. They were also asked to comment on the advantages and limitations of these interventions. Finally, participants were asked if gamification techniques would be appropriate. Results: Overall, 4 health care professionals consented and participated. Several limitations were identified regarding the conventional emotional bias intervention. These included the nature of the task parameters, included stimulus set, and factors that could have an impact on the accuracy of responding to the task. After examining the existing ADHD games, participants raised concerns about the evidence base of some of the apps. They articulated that any developed ADHD game ought to identify the specific skill set that was targeted clearly. Regarding gamification strategies, participants preferred economic and performance-based gamification approaches. Conclusions: This study has managed to elucidate health care professionals’ perspectives toward refining a conventional emotional bias intervention for children with ADHD. In view of the repetitiveness of the conventional task, the suggested gamification techniques might help in influencing task adherence and reduce the attrition rates. [ABSTRACT FROM AUTHOR]
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- 2022
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13. Gut Feelings: Vagal Stimulation Reduces Emotional Biases.
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Johnson, Katerina V.-A. and Steenbergen, Laura
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ATTENTIONAL bias , *VAGUS nerve stimulation , *TRANSCUTANEOUS electrical nerve stimulation , *SADNESS , *VAGUS nerve , *CENTRAL nervous system , *EMOTIONS - Abstract
• We investigate effect of transcutaneous vagus nerve stimulation on emotional biases. • Within-subject design with each participant receiving active and sham stimulation. • Vagus nerve stimulation reduced bias towards sad faces in dot-probe task. • Stimulation also reduced bias towards happy faces, indicating emotional blunting. • Vagal signalling in healthy humans has capacity to influence emotional processing. The vagus nerve is a key physical constituent of the gut–brain axis. Increasing attention has recently been paid to the role that the gut, and the microorganisms inhabiting it, play in emotion and cognition. Animal studies have revealed the importance of the vagus nerve in mediating communication between the gut microbiome and the central nervous system, resulting in changes in emotional behaviour. This has renewed interest in understanding the role of vagal signalling in human emotion, particularly since human studies have also shown that alterations in gut microbiome composition can affect emotion. While stimulating the vagus nerve can help treat some cases of severe depression, here we investigate whether vagal afferent signalling can influence emotional processing in healthy subjects. We use the dot-probe task to determine the effect of transcutaneous vagus nerve stimulation on attentional biases towards emotional stimuli in 42 volunteers. Participants received both active and sham treatments using a within-subject design. We show that transcutaneous vagus nerve stimulation reduces the emotional bias towards faces expressing sadness and happiness, indicating a decrease in emotional reactivity. While our novel findings reveal the effect that vagal signalling can have on emotional biases in healthy subjects, future studies should seek to develop our understanding of the ways in which the microbiome interacts with, and stimulates, the vagus nerve. Since we find a reduction in emotional bias, most notably towards sadness, this may partly account for the effective use of vagus nerve stimulation in treatment-resistant depression. While its clinical application currently involves surgical stimulation, our results support the potential benefit of transcutaneous vagus nerve stimulation as a non-invasive, intermittent adjunctive therapy for patients with depression, given its frequent association with emotional biases. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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14. Paramedic decision-making and the influence of bias: a case study.
- Author
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Tory, David and Darby, Iain
- Abstract
Background: Prehospital clinical decision-making is a complex, evolving skill. Typically, there are multiple possible diagnoses and several potential treatment pathways to be considered, and usually prehospital clinicians have to base their decisions on imperfect information. Biases will inevitably compete to influence clinicians as they attempt to weigh the probabilities of diagnoses, degrees of certainty and permissible risks in their decision-making process. With experience, as intuition and tacit knowledge develop, paramedics will depend less on explicit knowledge and algorithm-based decision-making tools. Paramedics must strive to strike the right balance between the intuitive and analytical aspects of clinical decision-making, while maintaining an awareness of the human factors that will influence them in this process if optimal clinical decisions and therefore patient outcomes are to be achieved. This case study illustrates complex decision-making in the prehospital setting, with a focus on the influence of bias. [ABSTRACT FROM AUTHOR]
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- 2022
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15. Entrepreneurial orientation and emotional bias in MSMEs’ financing and performance
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Maria Rio Rita, Ari Budi Kristanto, Yeterina Widi Nugrahanti, and Mohamad Nur Utomo
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entrepreneurial finance ,entrepreneurial orientation ,emotional bias ,financing ,msme performance ,Business ,HF5001-6182 ,Economics as a science ,HB71-74 - Abstract
There have been numerous studies investigating the dynamics of micro, small and medium enterprises (MSME) development. However, this research topic still offers several interesting research gaps to be explored. Accordingly, the purpose of this research is to test the effects of entrepreneurial orientation and asymmetric information that affect MSME entrepreneurs’ emotional biases, as well as the relationships between these variables and MSME’s financing and performance. Our research objects are MSMEs located in four urban villages in Salatiga City, Central Java that engage in various business sectors, such as the food and beverage, the service industry, the groceryw, and the horticulture sector. We analyze the research data with the Partial Least Square (PLS) software. The research results reveal that entrepreneurial orientation and asymmetric information positively influence MSME entrepreneurs’ emotional bias. Meanwhile, emotional bias has a significantly positive influence on financing. Finally, we also find that financing positively affects MSMEs’ performance. In sum, our study demonstrates the importance of the behavioral aspect (emotional bias) in explaining MSMEs’ performance through its indirect impact through financing.
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- 2021
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16. Why are people trapped in Ponzi and pyramid schemes?
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Hidajat, Taofik, Primiana, Ina, Rahman, Sulaeman, and Febrian, Erie
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- 2020
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17. The CEO’s emotional bias and the delegation of decision-making rights
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Souissi, Yasmine, Salhi, Bassem, and Jarboui, Anis
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- 2020
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18. Analysis of Behavioural Factors Influencing Investment Decisions: A Literature Review.
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Svoboda, Jakub
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BEHAVIORAL assessment ,FACTOR analysis ,COGNITIVE bias ,RISK perception - Abstract
Purpose of the article: The aim of the article is a critical analysis of the views of various authors who have linked their research activities to the topic of behavioural finance, behavioural biases, and risk perceptions in financial markets. Methodology/methods: Qualitative data were aggregated through the method of a systematic review with limits set. A total of 23 papers and publications were located and reviewed. In the paper, the author used logical methods of secondary research such as analysis and synthesis, i.e. the division of the object of research into individual elements and, conversely, the monitoring of connections between individual components (Hendl, 2005). Scientific aim: The scientific benefit is a detailed comprehensive overview of biases that can affect investors' behaviour and risk perception, and a demonstration of risk understanding approaches. The report can serve as a basis for further research and scientific work. Each topic is given the perspective of different authors, which supports the objectivity of the conclusions. Findings: Based on a literature review by multiple authors, the author defined the main behavioural biases. Some of the authors categorise or classify individual biases according to whether they are based on feelings or facts, or according to whether they are heuristics, i.e. mental abbreviations for solving a problem, or cognitive bias, which may be the result of erroneous heuristics. Furthermore, the author found that investor's demographic characteristics, such as age, marital status or education, have a direct impact on his behaviour. The concept of risk can be understood as a state of ignorance of the decision maker, as a variance of possible outcomes, as a danger of negative deviation or as a danger of wrong decision. The perception of risk can be divided to "Risk capacity" - ability to take a risk, and "Risk appetite" - the amount of risk an investor is willing to take in order to gain a reward. Conclusions: The author conducted research of secondary sources, such as of publications and scientific articles dealing with issues of behavioural finance and risk perception. The connection between major behavioural biases and risk perception, and the connection between socio-demographic characteristics and the level of influence of individual investor behavioural biases have been described. All the factors have been found to affect individual investors' perceptions of information to the extent that some individuals perceive the same information differently when making decisions based solely on financial disclosure and make different decisions based on that. [ABSTRACT FROM AUTHOR]
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- 2022
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19. Investors’ Opinions Regarding Decision-Making and Investor Sentiment: a Semantic Network Approach
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de Oliveira Cardoso, Nicolas, Yoshinaga, Claudia Emiko, and de Lara Machado, Wagner
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- 2022
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20. Why do high ability people also suffer from money illusion? Experimental evidence of behavioral contradiction
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Mariko SHIMIZU
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Money illusion ,Numeracy ,Decision-making ,Emotional bias ,Business ,HF5001-6182 ,Economic theory. Demography ,HB1-3840 ,Economics as a science ,HB71-74 - Abstract
Money illusion refers to the tendency of the individuals’ decisions to be influenced by the nominal amount of money. It is a persistent phenomenon even for high ability people such as professional investors, and causes considerable aggregate nominal inertia. However, it has not been well discussed why they suffer from money illusion even though they are able to distinguish the nominal and real value. In this paper, we focus on numerical ability and investigate its relation to the tendency to suffer from money illusion. We show subjects two alternative funds (one fund has a higher nominal value and the other fund has a higher real value) and asked which one is preferable. Subsequently, they evaluated the attractiveness of each fund with a scale from 0 to 10. Results show that high numeracy generally helps to distinguish the nominal and real value. However, when high numeracy individuals consider well-being, their decision is strongly affected by nominal value. Additionally, even though the high numeracy subjects were able to distinguish the nominal and real value, they evaluate the attractiveness of the fund with the high real value significantly lower than the fund with the high nominal value. Those behavioral tendencies prominently appeared when the nominal values are shown by the balance of assets. The contradictory behaviors of high numeracy individuals may be largely involved in the integral emotions which accompanying with the nominal value.
- Published
- 2019
21. Why are people trapped in Ponzi and pyramid schemes?
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Hidajat, Taofik, Primiana, Ina, Rahman, Sulaeman, and Febrian, Erie
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PONZI schemes ,PSYCHOLOGICAL factors ,COGNITIVE bias ,SNOWBALL sampling ,CONFIRMATION bias - Abstract
Purpose: This paper aims to identify psychological factors that influence people to be involved in Ponzi and pyramid schemes. Design/methodology/approach: A psychological approach to finance or behavioural finance is applied in this research because of the assumption that human beings are not always rational. The sample consisted of 98 investors in 11 cities in Indonesia who were or had invested in an investment program with a Ponzi or pyramid scheme. The snowball sampling technique was applied. Findings: The conclusion is that optimism (emotional bias), confirmation bias, representativeness bias, framing bias and overconfidence (cognitive bias) positively influenced investment decisions related to Ponzi and pyramid schemes. Originality/value: The novelty aspect of this research is the implementation of a behavioural finance perspective to answer and express the fascinating phenomenon of Ponzi and pyramid investment schemes. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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22. Overconfidence & emotional bias in investment decision performance
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Sarin, Asheetu Bhatia and Chowdhury, Jivan Kumar
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- 2018
23. Emotional bias varies with stimulus type, arousal and task setting: Meta-analytic evidences.
- Author
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Yuan, Jiajin, Tian, Yu, Huang, Xiting, Fan, Huiyong, and Wei, Xuemei
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EMOTIONAL conditioning , *NEGATIVITY bias , *VERBAL learning , *TASKS - Abstract
• Stimulus arousal, stimulus type and task setting play important roles in emotional bias. • Increased stimulus arousal enlarges negativity bias. • Scenic stimulus leads to negativity bias while verbal stimulus results in positivity offset. • Explicit relative to implicit emotion task increases negativity bias. Emotional bias, which describes human's asymmetric processing of emotional stimuli, consists of negativity bias (Increased response to negative over positive stimuli) and positivity offset (the reversed phenomenon). Previous studies suggest that stimulus arousal (high/low), stimulus type (scenic/verbal), cultural background (Eastern/Western), and task setting (explicit/implicit) may modulate emotional bias, but with inconclusive findings. To address how the profile of emotional bias varies with these factors, a meta-analysis of emotional P3 event-related potential amplitudes was performed. Forty-nine effect sizes from 38 studies involving 1263 subjects were calculated using Hedges' g. The results highlight significant moderators of arousal, stimulus type, and task setting. Specifically, high-arousal stimuli enhance negativity bias relative to low-arousal stimuli; scenic stimulus leads to a negativity bias while verbal stimulus is linked with a positivity offset; explicit emotion tasks lead to negativity bias, whereas implicit emotion tasks do not exhibit emotional bias. These results indicate that emotional bias is labile depending on stimulus arousal, stimulus type and task setting. The implication of these findings for emotion regulation is discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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24. Community Sentiment and the Law: Concluding Thoughts and Future Directions
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Chamberlain, Jared, Miller, Monica K., editor, Blumenthal, Jeremy A., editor, and Chamberlain, Jared, editor
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- 2015
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25. Emotional Biases and Recurrence in Major Depressive Disorder. Results of 2.5 Years Follow-Up of Drug-Free Cohort Vulnerable for Recurrence
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Henricus G. Ruhe, Roel J. T. Mocking, Caroline A. Figueroa, Paulien W. J. Seeverens, Nessa Ikani, Anna Tyborowska, Michael Browning, Janna N. Vrijsen, Catherine J. Harmer, and Aart H. Schene
- Subjects
major depressive disorder ,remission ,relapse ,recurrence ,emotional bias ,prediction ,Psychiatry ,RC435-571 - Abstract
An interesting factor explaining recurrence risk in Major Depressive Disorder (MDD) may be neuropsychological functioning, i.e., processing of emotional stimuli/information. Negatively biased processing of emotional stimuli/information has been found in both acute and (inconclusively) remitted states of MDD, and may be causally related to recurrence of depression. We aimed to investigate self-referent, memory and interpretation biases in recurrently depressed patients in remission and relate these biases to recurrence. We included 69 remitted recurrent MDD-patients (rrMDD-patients), 35–65 years, with ≥2 episodes, voluntarily free of antidepressant maintenance therapy for at least 4 weeks. We tested self-referent biases with an emotional categorization task, bias in emotional memory by free recall of the emotion categorization task 15 min after completing it, and interpretation bias with a facial expression recognition task. We compared these participants with 43 never-depressed controls matched for age, sex and intelligence. We followed the rrMDD-patients for 2.5 years and assessed recurrent depressive episodes by structured interview. The rrMDD-patients showed biases toward emotionally negative stimuli, faster responses to negative self-relevant characteristics in the emotional categorization, better recognition of sad faces, worse recognition of neutral faces with more misclassifications as angry or disgusting faces and less misclassifications as neutral faces (0.001 < p < 0.05). Of these, the number of misclassifications as angry and the overall performance in the emotional memory task were significantly associated with the time to recurrence (p ≤ 0.04), independent of residual symptoms and number of previous episodes. In a support vector machine data-driven model, prediction of recurrence-status could best be achieved (relative to observed recurrence-rate) with demographic and childhood adversity parameters (accuracy 78.1%; 1-sided p = 0.002); neuropsychological tests could not improve this prediction. Our data suggests a persisting (mood-incongruent) emotional bias when patients with recurrent depression are in remission. Moreover, these persisting biases might be mechanistically important for recurrence and prevention thereof.
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- 2019
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26. Emotional Biases and Recurrence in Major Depressive Disorder. Results of 2.5 Years Follow-Up of Drug-Free Cohort Vulnerable for Recurrence.
- Author
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Ruhe, Henricus G., Mocking, Roel J. T., Figueroa, Caroline A., Seeverens, Paulien W. J., Ikani, Nessa, Tyborowska, Anna, Browning, Michael, Vrijsen, Janna N., Harmer, Catherine J., and Schene, Aart H.
- Subjects
MENTAL depression ,SUPPORT vector machines ,NEUROPSYCHOLOGICAL tests ,SHORT-term memory ,SYMPTOMS - Abstract
An interesting factor explaining recurrence risk in Major Depressive Disorder (MDD) may be neuropsychological functioning, i.e., processing of emotional stimuli/information. Negatively biased processing of emotional stimuli/information has been found in both acute and (inconclusively) remitted states of MDD, and may be causally related to recurrence of depression. We aimed to investigate self-referent, memory and interpretation biases in recurrently depressed patients in remission and relate these biases to recurrence. We included 69 remitted recurrent MDD-patients (rrMDD-patients), 35–65 years, with ≥2 episodes, voluntarily free of antidepressant maintenance therapy for at least 4 weeks. We tested self-referent biases with an emotional categorization task, bias in emotional memory by free recall of the emotion categorization task 15 min after completing it, and interpretation bias with a facial expression recognition task. We compared these participants with 43 never-depressed controls matched for age, sex and intelligence. We followed the rrMDD-patients for 2.5 years and assessed recurrent depressive episodes by structured interview. The rrMDD-patients showed biases toward emotionally negative stimuli, faster responses to negative self-relevant characteristics in the emotional categorization, better recognition of sad faces, worse recognition of neutral faces with more misclassifications as angry or disgusting faces and less misclassifications as neutral faces (0.001 < p < 0.05). Of these, the number of misclassifications as angry and the overall performance in the emotional memory task were significantly associated with the time to recurrence (p ≤ 0.04), independent of residual symptoms and number of previous episodes. In a support vector machine data-driven model, prediction of recurrence-status could best be achieved (relative to observed recurrence-rate) with demographic and childhood adversity parameters (accuracy 78.1%; 1-sided p = 0.002); neuropsychological tests could not improve this prediction. Our data suggests a persisting (mood-incongruent) emotional bias when patients with recurrent depression are in remission. Moreover, these persisting biases might be mechanistically important for recurrence and prevention thereof. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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27. Balancing Benefit vs Risk of Immunosuppressive Therapy for Individual Patients With Inflammatory Bowel Diseases.
- Author
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Beaugerie, Laurent and Kirchgesner, Julien
- Abstract
Inflammatory bowel diseases (IBD) and their treatments, particularly immunosuppressive drugs, increase risk of infections and cancers. However, by promoting mucosal healing, these agents should reduce risks of infections related to intestinal lesions, malnutrition, intravenous devices, and IBD surgeries and reduce risk of cancers associated with chronic mucosal inflammation—although there are few data to support this concept. Corticosteroids increase the risk of vascular thromboembolic events, yet other immunosuppressive drugs that induce deep remission from IBD could decrease the incidence of cardiovascular events attributable to systemic inflammation and IBD-related hospitalizations and/or surgeries. The nature and magnitude of the risks of infections and cancers vary with immunosuppressive drug class and patient sex and age. For example, thiopurines increase risk of viral infections that might be fatal in young patients, whereas tumor necrosis factor antagonists increase risk of bacterial and intracellular infections that can be fatal in patients of any age, but particularly in older patients. The ability of drugs to prevent IBD-associated colorectal cancer varies with IBD location and duration. Models to assess the benefit:risk ratio of long-term use of immunosuppressive drugs for patients with IBD should be adapted based on patients' age, sex, and IBD phenotype, to properly guide patient management. The decision-making process should begin with a clear explanation of treatment risks and then integrate the patient's emotional perception of risks. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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28. Predicting treatment response to antidepressant medication using early changes in emotional processing.
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Browning, Michael, Kingslake, Jonathan, Dourish, Colin T., Goodwin, Guy M., Harmer, Catherine J, and Dawson, Gerard R.
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- *
ANTIDEPRESSANTS , *EMOTIONS , *TREATMENT effectiveness , *DRUG prescribing , *MENTAL health services - Abstract
Highlights • The 4–6 week lag in subjective response to antidepressants results in long delays when identifying effective treatments. • Antidepressants change measures of emotional cognition after only 1 week of treatment. • We show that emotional cognition and subjective symptoms at 1 week can predict later clinical response in primary care patients with depression. • We show that the these measures are feasible and acceptable in a primary care setting. • It may be possible to use these measures to guide the prescription of antidepressants in a primary care setting. Abstract Antidepressants must be taken for weeks before response can be assessed with many patients not responding to the first medication prescribed. This often results in long delays before effective treatment is started. Antidepressants induce changes in the processing of emotional stimuli early in the course of treatment. In the current study we assessed whether changes in emotional processing and subjective symptoms over the first week of antidepressant treatment predicted clinical response after 4–8 weeks of treatment. Such a predictive test may shorten the time taken to initiate effective treatment in depressed patients. Seventy-four depressed primary care patients completed measures of emotional bias and subjective symptoms before starting antidepressant treatment and then again 1 week later. Response to treatment was assessed after 4–6 weeks. The performance of classifiers based on these measures was assessed using a leave-one-out validation procedure with the best classifier then tested in an independent sample from a second study of 239 patients. The combination of a facial emotion recognition task and subjective symptoms predicted response with 77% accuracy in the training sample and 60% accuracy in the independent study, significantly better than possible using baseline response rates. The face based measure of emotional bias provided good quality data with high acceptability ratings. Changes in emotional processing can provide a sensitive early measure of antidepressant efficacy for individual patients. Early treatment induced changes in emotional processing may be used to guide antidepressant therapy and reduce the time taken for depressed patients to return to good mental health. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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29. Behavioral economics perspective on foreign direct investment in emerging markets: The case on Bosnia and Herzegovina
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Amra Halaba, Erkan Ilguen, and Sanel Halilbegović
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Behavioral Economics ,Foreign Direct Investments ,Emerging Markets ,Emotional Bias ,Accounting. Bookkeeping ,HF5601-5689 - Abstract
The growing field of behavioral economics (BE) has revolutionized the way we look at economic behavior at micro and macro levels. Importance of foreign direct investment (FDI) appeals for analysis of decisions made regarding it to be assessed from expanding view of BE. This research provides overview of previous studies and focuses on the case of Bosnia and Herzegovina (B&H) as representative of emerging markets to investigate motivations for investing into this country by temporarily present foreign companies. Empirical analysis was based on the questionnaire that was disseminated among foreign investors to B&H. Questionnaire contained motivations for investing in B&H, where examined motivation factors were divided in two groups; namely irrational and rational ones. Choice of methodology was narrowed due to moderate sample size, but consisting of quality the sample members. In order to analyze data, descriptive statistics, correlation analysis and regression analysis were used. By regressing two groups of predictors on annual amount of foreign investments to B&H, it was shown that the highest motivation for investing was business instinct.
- Published
- 2016
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30. Self-learning and Awareness
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Singh, N. K. and Singh, N. K.
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- 2012
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31. It is not always positive: emotional bias in young and older adults
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Francesca De Luca, Giada Viviani, Gabriella Antonucci, Alla Yankouskaya, and Anna Pecchinenda
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emotional conflict ,interference ,ageing ,emotional bias ,genetic structures ,Emotions ,Happiness ,Experimental and Cognitive Psychology ,Context (language use) ,Anger ,behavioral disciplines and activities ,Developmental psychology ,Healthy Aging ,Young Adult ,Bias ,Arts and Humanities (miscellaneous) ,Developmental and Educational Psychology ,Humans ,Valence (psychology) ,Young adult ,Emotional bias ,Aged ,General Medicine ,Facial Expression ,Younger adults ,Facilitation ,Healthy ageing ,Psychology ,psychological phenomena and processes - Abstract
Healthy ageing has been associated with a bias toward positive information and greater psychological well-being. However, to what extent this positivity bias also applies to prioritizing positive information under emotional competition is unclear. Old and young adults performed a word-face interference task, in which they responded to the valence of positive and negative target-words while ignoring happy or angry distractor-faces that could be affectively congruent or incongruent. A control condition with scrambled neutral distractor-faces was also used. Findings showed small facilitation effects with faster responses when targets and distractors were affectively congruent and large interference effects with slower responses when targets and distractors were affectively incongruent compared to the control condition. Importantly, whereas for younger adults there was a similar pattern of interference from happy and angry distractor-faces, for older adults there was greater interference from angry distractor-faces. The present findings are discussed in the context of emotional bias literature.
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- 2022
32. Explorations in Juror Emotion and Juror Judgment
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Kerr, Norbert L., Bornstein, Brian H., editor, and Wiener, Richard L., editor
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- 2010
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33. An experimental investigation into the transmission of antivax attitudes using a fictional health controversy.
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Jiménez, Ángel V., Stubbersfield, Joseph M., and Tehrani, Jamshid J.
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- *
ATTITUDE (Psychology) , *HEALTH , *IMMUNIZATION , *MEDICAL protocols , *MEDICATION errors , *PUBLIC opinion , *VACCINATION , *INFORMATION resources - Abstract
Abstract Rationale. Although vaccines are an invaluable weapon in combatting diseases, they are often surrounded by controversy. Vaccine controversies usually arise with the claims of some parents or doctors who link vaccines to harmful outcomes. These controversies often negatively affect vaccination coverage. Objectives This experiment simulated a vaccine controversy to understand which content features of vaccination-related information are well transmitted and how this transmission affects vaccine intention. Method All participants (N = 64) read two conflicting views (pro- and anti-) about a fictional vaccine ('dipherpox vaccine'). These conflicting views were held by a parent and a doctor, whose views varied across conditions. This information was transmitted along linear chains of four participants who recalled it and the product of their recall was passed to the next participant within their chain. They also responded whether they would vaccinate or not. Results The experience-based view held by the parent was better transmitted than the medical-based view held by the doctor, while the pro-vaccine and anti-vaccine views were similarly transmitted. Despite all the participants having neutral or positive attitudes towards vaccines in general, 39.1% of them decided not to vaccinate. Nevertheless, vaccination attitude was the strongest predictor of vaccination intention. The less positive participants' attitudes were towards vaccines in general, the less likely they were to vaccinate against dipherpox after exposure to the controversy. Conclusion The results suggest that vaccination campaigns may be made more effective by including personal experiences of the negative consequences of non-vaccination. Highlights • Anti-vaccination messages are not better transmitted than pro-vaccination messages. • Emotional information is better transmitted than medical information about vaccines. • Exposure to vaccination controversies makes fence-sitters more likely not to vaccinate. • Doctors' anti-vaccination claims are especially influential on vaccination decisions. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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34. Neural Response After a Single ECT Session During Retrieval of Emotional Self-Referent Words in Depression: A Randomized, Sham-Controlled fMRI Study.
- Author
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Miskowiak, Kamilla W, Macoveanu, Julian, Jørgensen, Martin B, Støttrup, Mette M, Ott, Caroline V, Jensen, Hans M, Jørgensen, Anders, Harmer, J, Paulson, Olaf B, Kessing, Lars V, and Siebner, Hartwig R
- Subjects
MENTAL depression ,FUNCTIONAL magnetic resonance imaging ,ELECTROCONVULSIVE therapy ,MOOD (Psychology) ,CLUSTER analysis (Statistics) - Abstract
Background: Negative neurocognitive bias is a core feature of depression that is reversed by antidepressant drug treatment. However, it is unclear whether modulation of neurocognitive bias is a common mechanism of distinct biological treatments. This randomized controlled functional magnetic resonance imaging study explored the effects of a single electroconvulsive therapy session on self-referent emotional processing. Methods: Twenty-nine patients with treatment-resistant major depressive disorder were randomized to one active or sham electroconvulsive therapy session at the beginning of their electroconvulsive therapy course in a double-blind, betweengroups design. The following day, patients were given a self-referential emotional word categorization test and a free recall test. This was followed by an incidental word recognition task during whole-brain functional magnetic resonance imaging at 3T. Mood was assessed at baseline, on the functional magnetic resonance imaging day, and after 6 electroconvulsive therapy sessions. Data were complete and analyzed for 25 patients (electroconvulsive therapy: n = 14, sham: n = 11). The functional magnetic resonance imaging data were analyzed using the FMRIB Software Library randomize algorithm, and the Threshold- Free Cluster Enhancement method was used to identify significant clusters (corrected at P < .05). Results: A single electroconvulsive therapy session had no effect on hippocampal activity during retrieval of emotional words. However, electroconvulsive therapy reduced the retrieval-specific neural response for positive words in the left frontopolar cortex. This effect occurred in the absence of differences between groups in behavioral performance or mood symptoms. Conclusions: The observed effect of electroconvulsive therapy on prefrontal response may reflect early facilitation of memory for positive self-referent information, which could contribute to improvements in depressive symptoms including feelings of self-worth with repeated treatments. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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35. Psychological Issues and Implications
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Morris, Joe E. and Morris, Joe E.
- Published
- 2008
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36. Entrepreneurial orientation and emotional bias in MSMEs’ financing and performance
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Ari Budi Kristanto, Maria Rio Rita, Yeterina Widi Nugrahanti, and Mohamad Nur Utomo
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Finance ,Entrepreneurial finance ,Information asymmetry ,business.industry ,Entrepreneurial orientation ,Business sector ,Small and medium-sized enterprises ,business ,Affect (psychology) ,Emotional bias ,Tertiary sector of the economy - Abstract
There have been numerous studies investigating the dynamics of micro, small and medium enterprises (MSME) development. However, this research topic still offers several interesting research gaps to be explored. Accordingly, the purpose of this research is to test the effects of entrepreneurial orientation and asymmetric information that affect MSME entrepreneurs’ emotional biases, as well as the relationships between these variables and MSME’s financing and performance. Our research objects are MSMEs located in four urban villages in Salatiga City, Central Java that engage in various business sectors, such as the food and beverage, the service industry, the groceryw, and the horticulture sector. We analyze the research data with the Partial Least Square (PLS) software. The research results reveal that entrepreneurial orientation and asymmetric information positively influence MSME entrepreneurs’ emotional bias. Meanwhile, emotional bias has a significantly positive influence on financing. Finally, we also find that financing positively affects MSMEs’ performance. In sum, our study demonstrates the importance of the behavioral aspect (emotional bias) in explaining MSMEs’ performance through its indirect impact through financing.
- Published
- 2021
37. Relative Investor Sentiment Measurement
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Gao, Xiang, Koedijk, Kees, Walther, Thomas, Wang, Zhan, Gao, Xiang, Koedijk, Kees, Walther, Thomas, and Wang, Zhan
- Abstract
This paper proposes a new metric to gauge investor sentiment using a relative valuation method. We combine investor behavioral finance traits and option-implied standard deviations under both the real-world probability (P) valued most in the view of uninformed investors and the risk-neutral space (Q) adopted when there exists no cognitive error. Given that investor sentiment can be thought of as risk-taking by the uninformed exceeding their informed peers, we postulate that the differences between the variance, skewness, and kurtosis of P and Q measures for investors with various behavioral traits matter. We hence construct our investor sentiment proxy by summing these differentials of variance, skewness, and kurtosis in weighted forms. It is documented that such relative investor sentiment metric exhibits economically and statistically strong return predictability for momentum portfolios. Our findings contribute to the extant literature by (1) complementing the Baker-Wurgler market-based investor sentiment index from the theoretical perspective, (2) modeling investor sentiment via utilizing the informational content of options prices, and (3) supporting the Barberis-Shleifer-Vishny definition of investor sentiment to be differences in financial market participant behavior.
- Published
- 2022
38. Analysis of Behavioural Factors Influencing Investment Decisions: A Literature Review
- Abstract
Purpose of the article: The aim of the article is a critical analysis of the views of various authors who have linked their research activities to the topic of behavioural finance, behavioural biases, and risk perceptions in financial markets. Methodology/methods: Qualitative data were aggregated through the method of a systematic review with limits set. A total of 23 papers and publications were located and reviewed. In the paper, the author used logical methods of secondary research such as analysis and synthesis, i.e.the division of the object of research into individual elements and, conversely, the monitoring of connections between individual components (Hendl, 2005). Scientific aim: The scientific benefit is a detailed comprehensive overview of biases that can affect investors’ behaviour and risk perception, and a demonstration of risk understanding approaches. The report can serve as a basis for further research and scientific work. Each topic is given the perspective of different authors, which supports the objectivity of the conclusions. Findings: Based on a literature review by multiple authors, the author defined the main behavioural biases. Some of the authors categorise or classify individual biases according to whether they are based on feelings or facts, or according to whether they are heuristics, i.e. mental abbreviations for solving a problem, or cognitive bias, which may be the result of erroneous heuristics. Furthermore, the author found that investor’s demographic characteristics, such as age, marital status or education, have a direct impact on his behaviour. The concept of risk can be understood as a state of ignorance of the decision maker, as a variance of possible outcomes, as a danger of negative deviation or as a danger of wrong decision. The perception of risk can be divided to “Risk capacity” – ability to take a risk, and “Risk appetite” – the amount of risk an investor is willing to take in order to gain a reward. Conclusions: The auth
- Published
- 2022
39. Analysis of Behavioural Factors Influencing Investment Decisions: A Literature Review
- Abstract
Purpose of the article: The aim of the article is a critical analysis of the views of various authors who have linked their research activities to the topic of behavioural finance, behavioural biases, and risk perceptions in financial markets. Methodology/methods: Qualitative data were aggregated through the method of a systematic review with limits set. A total of 23 papers and publications were located and reviewed. In the paper, the author used logical methods of secondary research such as analysis and synthesis, i.e.the division of the object of research into individual elements and, conversely, the monitoring of connections between individual components (Hendl, 2005). Scientific aim: The scientific benefit is a detailed comprehensive overview of biases that can affect investors’ behaviour and risk perception, and a demonstration of risk understanding approaches. The report can serve as a basis for further research and scientific work. Each topic is given the perspective of different authors, which supports the objectivity of the conclusions. Findings: Based on a literature review by multiple authors, the author defined the main behavioural biases. Some of the authors categorise or classify individual biases according to whether they are based on feelings or facts, or according to whether they are heuristics, i.e. mental abbreviations for solving a problem, or cognitive bias, which may be the result of erroneous heuristics. Furthermore, the author found that investor’s demographic characteristics, such as age, marital status or education, have a direct impact on his behaviour. The concept of risk can be understood as a state of ignorance of the decision maker, as a variance of possible outcomes, as a danger of negative deviation or as a danger of wrong decision. The perception of risk can be divided to “Risk capacity” – ability to take a risk, and “Risk appetite” – the amount of risk an investor is willing to take in order to gain a reward. Conclusions: The auth
- Published
- 2022
40. A replication of 'Identifying associations between bias in negative facial expression perception, mood, and psychosocial functioning'
- Author
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Suddell, Steph, Munafo, Marcus, and Penton-Voak, Ian
- Subjects
Mental Health ,TARG ,Tobacco and Alcohol Research Group ,Emotion Recognition ,mental disorders ,@BristolTARG ,Experimental Psychology ,University of Bristol ,behavioral disciplines and activities ,psychological phenomena and processes ,humanities ,Cognitive Bias Modification ,Emotional Bias - Abstract
The aim of this study is to explore the association between biases in emotional expression perception and a range of mood outcomes. We are assessing bias towards the perception of three negative emotions (sadness, anger and disgust), and self-reported depression, anxiety, self-esteem, aggression and schizotypy. This study is an extension of an existing pre-registered project (doi: 10.17605/OSF.IO/96KXN) with amendments to the methodology.
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- 2022
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41. Sleep, affect, and emotional memory in relation to the covid-19 pandemic
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March, Jessica, Ricketts, Jessie, and Tamminen, Jakke
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Sleep Medicine ,emotional memory ,word pair ,mood ,emotion ,memory bias ,negative affect ,Social and Behavioral Sciences ,memory ,PSQI ,emotional bias ,Medicine and Health Sciences ,Medical Specialties ,Psychology ,sleep ,learning ,synaptic homeostasis hypothesis ,Mental and Social Health ,Cognitive Psychology ,sleep patterns ,sleep quality ,word-pair ,encoding ,synaptic downscaling hypothesis ,mood congruent memory ,habitual sleep ,FOS: Psychology ,PANAS ,covid-19 ,declarative memory ,affect ,depression ,Psychiatric and Mental Health ,positive affect ,word-pairs ,word pairs - Abstract
This is a multi-part study with two main research questions, and data collected over two time-points. One set of data were collected during lockdown restrictions in June 2020 (T1), and the second set of data collection is planned for June 2021 (T2). Note, this pre-registration focuses only on data from T1 (June 2020). A pre-registration regarding Covid-19 hypotheses and data collection at T2 will follow closer to T2. The study is split into two-parts, based on the two main research questions. The first research question investigates the relationship between sleep, affect, and emotional memory; the second, explores sleep, affect, and mental-health. These questions will be examined in data collected at T1 (June 2020, during Covid-19 lockdown) and compared to T2 (June 2021, hopefully after Covid-19 lockdown restrictions). This pre-registration focuses on part-one (sleep, affect and memory). All data were collected online, questionnaires were used to measure affect and memory, and emotional memory was tested using emotionally valenced (positive, negative or neutral) word-pairs. a. Sleep and memory Sleep has been shown to be important for learning and memory (Rasch & Born, 2013). However, most of the sleep literature focuses on the consolidation of memories during sleep. More recently, attention has been drawn towards the role of sleep in refreshing the brain for subsequent encoding (e.g., Antonenko et al., 2013; Mander et al., 2011; J. L. Ong et al., 2020). The synaptic homeostasis hypothesis, predicts that sleep functions to remove excess synaptic connections (via synaptic downscaling) (Tononi & Cirelli, 2014). Synaptic downscaling is thought to maintain homeostasis and desaturate the brain, thus, the synaptic homeostasis hypothesis predicts that sleep primes the brain for subsequent learning. The current study will add to the developing literature by investigating the effects of sleep prior to learning, testing the predictions made by the synaptic homeostasis hypothesis that longer sleep duration and higher sleep quality prior to learning will be associated with improvements in episodic memory. As the current study is conducted online, it is unable to investigate the neural correlates of this association. However, it will be novel in exploring how naturalistic sleep patterns are related to the restoration of encoding capacity. To our knowledge, no current research has investigated how long-term, naturally occurring sleep patterns may be associated with refreshing the brain for learning. Instead, most research focuses on single night’s or daytime naps, which does not represent the more realistic issues of partial sleep restriction (Cousins et al., 2018). However, one study has previously investigated multiple-nights of sleep restriction before encoding, and found that 15-18 year olds who were sleep restricted had poorer encoding capacity than those who were well-rested (Cousins et al., 2018). In another multi-night study, participants who were sleep restricted but allowed an afternoon nap (5 hours nocturnal sleep, plus a 1.5 hour nap) had better memory than participants only allowed nocturnal sleep (6.5 hours nocturnal sleep) (Cousins et al., 2019). The memory benefit for the nap group was seen for information learned in the afternoon, not the morning, which may have theoretical implications in that the nap functioned as an additional period for desaturation (e.g. synaptic homeostasis hypothesis). The current study does not experimentally manipulate sleep, and instead measures naturally occurring sleep via the Pittsburgh Sleep Quality Index (PSQI), which includes multiple facets of sleep, including sleep duration and sleep quality, which may explain additional variance in the relationship between sleep and memory not explained by duration alone. b. Sleep and emotional memory The relationship between sleep and memory may also differ with emotionality. Previously, research has found that sleep deprived participants recall fewer neutral memories than well-rested participants, but their memory for negative stimuli remains intact (Tempesta et al., 2016; Vargas et al., 2019; Walker, 2009). Additionally, sleep deprived participants recall fewer positive stimuli than well-rested participants (Tempesta et al., 2016; Walker, 2009). All of these studies use total sleep deprivation paradigms, which does not capture the more common issue of sleep restriction. Further, only one of these studies (Tempesta et al., 2016) investigated how sleep before encoding may influence emotional memories, finding similar biases seen in consolidation research, in that sleep deprived participants recalled negative stimuli equally to well-rested participants, but had lower recall of neutral and positive stimuli. It has been suggested that sleep deprivation is associated with amygdala over-reactivity, via an uncalibrated noradrenergic system and reduced medial prefrontal cortex control (Goldstein & Walker, 2014). Whilst this theory may explain over-reactivity to emotional stimuli, resulting in greater negative than neutral memory when sleep deprived, it does not fully explain the finding that sleep-deprived participants have lower positive memory than well-rested participants, but equal negative memory (e.g. Tempesta et al., 2016), as an over-reactive amygdala would also predict increased reactivity to positive stimuli. Instead, the difference between positive memory for well-rested and sleep deprived participants may be explained by mood-congruent memory mechanisms. According to a systematic review and meta-analysis, short sleep duration is associated with lower positive affect and higher negative affect (Short et al., 2020). Changes in affect may have subsequent consequences for emotional memories. The associative network theory (Bower, 1981) posits that memories are more likely to be recalled if they are congruent with the mood of the participant. That is, participants high in positive affect will recall more positive memories relative to negative or neutral memories, and participants high in negative affect will recall more negative than positive or neutral memories. Here, we refer to affect as an umbrella term encompassing mood (longer-lasting feelings or affect) and emotions (more transient or fleeting forms of affect) (e.g. A. D. Ong et al., 2017). Vargas et al. (2019) found that sleep deprived participants had greater levels of negative affect than well-rested participants, and their memory for negative stimuli was greater than for neutral stimuli. They suggested that their results may be due to a mood-congruent mechanism, which requires further exploration. As they did not include positive affect, they were unable to fully examine the mood-congruent effects. Therefore, the current research will examine how sleep before encoding influences memory, based on predictions made by the synaptic homeostasis hypothesis. Two mechanisms will be examined in regards to how emotional valence predicts memory biases, (1) the interaction between sleep and valence, to test hypotheses made by Walker (2009) and Goldstein and Walker (2014) and (2) the interaction between affect and valence to test mood-congruent mechanisms predicted by associative network theory (Bower et al., 1981). Also, a three-way interaction including sleep, affect, and valence will be examined to account for sleep’s relationship with affect (Short et al., 2020). The study will address a gap in the literature by investigating naturally occurring sleep patterns, positive and negative affect separately, and sleep before the encoding of emotionally valenced stimuli.
- Published
- 2022
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42. Norepinephrine and Bias Flexibility
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Ehlers, Mana, Todd, Rebecca, and Ross, Colin
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emotional bias ,healthy participants ,adaptation ,bias modification ,ADRA2b ,norepinephrine ,study protocol - Published
- 2022
- Full Text
- View/download PDF
43. Analysis of Behavioural Factors Influencing Investment Decisions: A Literature Review
- Author
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Jakub Svoboda
- Subjects
behavioral finance ,bias ,emotional bias ,prejudice ,behavioral cognitive bias - Abstract
Purpose of the article: The aim of the article is a critical analysis of the views of various authors who have linked their research activities to the topic of behavioural finance, behavioural biases, and risk perceptions in financial markets.Methodology/methods: Qualitative data were aggregated through the method of a systematic review with limits set. A total of 23 papers and publications were located and reviewed. In the paper, the author used logical methods of secondary research such as analysis and synthesis, i.e.the division of the object of research into individual elements and, conversely, the monitoring of connections between individual components (Hendl, 2005).Scientific aim: The scientific benefit is a detailed comprehensive overview of biases that can affect investors’ behaviour and risk perception, and a demonstration of risk understanding approaches. The report can serve as a basis for further research and scientific work. Each topic is given the perspective of different authors, which supports the objectivity of the conclusions.Findings: Based on a literature review by multiple authors, the author defined the main behavioural biases. Some of the authors categorise or classify individual biases according to whether they are based on feelings or facts, or according to whether they are heuristics, i.e. mental abbreviations for solving a problem, or cognitive bias, which may be the result of erroneous heuristics. Furthermore, the author found that investor’s demographic characteristics, such as age, marital status or education, have a direct impact on his behaviour. The concept of risk can be understood as a state of ignorance of the decision maker, as a variance of possible outcomes, as a danger of negative deviation or as a danger of wrong decision. The perception of risk can be divided to “Risk capacity” – ability to take a risk, and “Risk appetite” – the amount of risk an investor is willing to take in order to gain a reward.Conclusions: The author conducted research of secondary sources, such as of publications and scientific articles dealing with issues of behavioural finance and risk perception. The connection between major behavioural biases and risk perception, and the connection between socio-demographic characteristics and the level of influence of individual investor behavioural biases have been described. All the factors have been found to affect individual investors’ perceptions of information to the extent that some individuals perceive the same information differently when making decisions based solely on financial disclosure and make different decisions based on that.
- Published
- 2022
44. Emotional bias of cognitive control in adults with childhood attention-deficit/hyperactivity disorder
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Kurt P. Schulz, Anne-Claude V. Bédard, Jin Fan, Suzanne M. Clerkin, Danai Dima, Jeffrey H. Newcorn, and Jeffrey M. Halperin
- Subjects
ADHD ,fMRI ,Emotional bias ,Prefrontal cortex ,Go ,No-go task ,Adults ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Affect recognition deficits found in individuals with attention-deficit/hyperactivity disorder (ADHD) across the lifespan may bias the development of cognitive control processes implicated in the pathophysiology of the disorder. This study aimed to determine the mechanism through which facial expressions influence cognitive control in young adults diagnosed with ADHD in childhood. Fourteen probands with childhood ADHD and 14 comparison subjects with no history of ADHD were scanned with functional magnetic resonance imaging while performing a face emotion go/no-go task. Event-related analyses contrasted activation and functional connectivity for cognitive control collapsed over face valence and tested for variations in activation for response execution and inhibition as a function of face valence. Probands with childhood ADHD made fewer correct responses and inhibitions overall than comparison subjects, but demonstrated comparable effects of face emotion on response execution and inhibition. The two groups showed similar frontotemporal activation for cognitive control collapsed across face valence, but differed in the functional connectivity of the right dorsolateral prefrontal cortex, with fewer interactions with the subgenual cingulate cortex, inferior frontal gyrus, and putamen in probands than in comparison subjects. Further, valence-dependent activation for response execution was seen in the amygdala, ventral striatum, subgenual cingulate cortex, and orbitofrontal cortex in comparison subjects but not in probands. The findings point to functional anomalies in limbic networks for both the valence-dependent biasing of cognitive control and the valence-independent cognitive control of face emotion processing in probands with childhood ADHD. This limbic dysfunction could impact cognitive control in emotional contexts and may contribute to the social and emotional problems associated with ADHD.
- Published
- 2014
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- View/download PDF
45. Cognitive and Neural Correlates of Loneliness and Wisdom during Emotional Bias
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Jyoti Mishra, Fahad Alim, Gillian Grennan, Mariam Zafar-Khan, Pragathi Priyadharsini Balasubramani, Ellen E. Lee, and Dilip V. Jeste
- Subjects
Adult ,Male ,Adolescent ,genetic structures ,Cognitive Neuroscience ,Emotions ,Happiness ,Temporoparietal junction ,Posterior parietal cortex ,Context (language use) ,050105 experimental psychology ,Thinking ,Young Adult ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Cognition ,0302 clinical medicine ,Reaction Time ,medicine ,Humans ,0501 psychology and cognitive sciences ,Emotional bias ,Aged ,Aged, 80 and over ,Neural correlates of consciousness ,Loneliness ,05 social sciences ,Electroencephalography ,Middle Aged ,humanities ,medicine.anatomical_structure ,Female ,Original Article ,medicine.symptom ,Psychology ,Insula ,Photic Stimulation ,030217 neurology & neurosurgery ,Cognitive psychology - Abstract
Loneliness and wisdom have opposing impacts on health and well-being, yet their neuro-cognitive bases have never been simultaneously investigated. In this study of 147 healthy human subjects sampled across the adult lifespan, we simultaneously studied the cognitive and neural correlates of loneliness and wisdom in the context of an emotion bias task. Aligned with the social threat framework of loneliness, we found that loneliness was associated with reduced speed of processing when angry emotional stimuli were presented to bias cognition. In contrast, we found that wisdom was associated with greater speed of processing when happy emotions biased cognition. Source models of electroencephalographic data showed that loneliness was specifically associated with enhanced angry stimulus-driven theta activity in the left transverse temporal region of interest, which is located in the area of the temporoparietal junction (TPJ), while wisdom was specifically related to increased TPJ theta activity during happy stimulus processing. Additionally, enhanced attentiveness to threatening stimuli for lonelier individuals was observed as greater beta activity in left superior parietal cortex, while wisdom significantly related to enhanced happy stimulus-evoked alpha activity in the left insula. Our results demonstrate emotion-context driven modulations in cognitive neural circuits by loneliness versus wisdom.
- Published
- 2021
46. Utilization of Machine Learning-Based Computer Vision and Voice Analysis to Derive Digital Biomarkers of Cognitive Functioning in Trauma Survivors
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Isaac R. Galatzer-Levy, Vijay Kumar Yadav, and Katharina Schultebraucks
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emergency department ,Medicine (miscellaneous) ,Health Informatics ,Machine learning ,computer.software_genre ,computer vision ,cognitive functioning ,Voice analysis ,digital biomarkers ,Computer vision ,Cognitive skill ,Emotional bias ,lcsh:QH301-705.5 ,business.industry ,Cognitive flexibility ,Neuropsychology ,deep learning ,Cognition ,Computer Science Applications ,Research Reports - Research Article ,voice analysis ,Cognitive inhibition ,lcsh:Biology (General) ,Artificial intelligence ,business ,Psychology ,Neurocognitive ,computer - Abstract
Background: Alterations in multiple domains of cognition have been observed in individuals who have experienced a traumatic stressor. These domains may provide important insights in identifying underlying neurobiological dysfunction driving an individual’s clinical response to trauma. However, such assessments are burdensome, costly, and time-consuming. To overcome barriers, efforts have emerged to measure multiple domains of cognitive functioning through the application of machine learning (ML) models to passive data sources. Methods: We utilized automated computer vision and voice analysis methods to extract facial, movement, and speech characteristics from semi-structured clinical interviews in 81 trauma survivors who additionally completed a cognitive assessment battery. A ML-based regression framework was used to identify variance in visual and auditory measures that relate to multiple cognitive domains. Results: Models derived from visual and auditory measures collectively accounted for a large variance in multiple domains of cognitive functioning, including motor coordination (R2 = 0.52), processing speed (R2 = 0.42), emotional bias (R2 = 0.52), sustained attention (R2 = 0.51), controlled attention (R2 = 0.44), cognitive flexibility (R2 = 0.43), cognitive inhibition (R2 = 0.64), and executive functioning (R2 = 0.63), consistent with the high test-retest reliability of traditional cognitive assessments. Face, voice, speech content, and movement have all significantly contributed to explaining the variance in predicting functioning in all cognitive domains. Conclusions: The results demonstrate the feasibility of automated measurement of reliable proxies of cognitive functioning through low-burden passive patient evaluations. This makes it easier to monitor cognitive functions and to intervene earlier and at a lower threshold without requiring a time-consuming neurocognitive assessment by, for instance, a licensed psychologist with specialized training in neuropsychology.
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- 2020
47. Differences in emotional stimuli processing in subjects with MTLE with and without depression.
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Preglej, Lidija, Marinković, Ksenija, and Hećimović, Hrvoje
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TEMPORAL lobe epilepsy , *MENTAL depression , *MEMORY , *PSYCHOLOGICAL disengagement , *AMYGDALOID body - Abstract
In healthy people, a preference in attention maintenance and memory for words with emotional valence comparing to neutral words has been shown. The pattern of emotional stimuli processing may be different in people with mesial temporal lobe epilepsy (MTLE) and it may be sensitive to the presence of depressive symptoms. In order to explore these possibilities, we applied the emotional spatial cueing attentional task and the free recall memory task to participants (N = 39) with MTLE and compared them with healthy controls. We hypothesized that the pattern of maintaining attention and remembering emotional words is different in people with MTLE. Current literature indicates that this pattern will change from positive bias in the controls, though no emotional bias in the participants with MTLE without depression (MTLE − d), and in this work we examined this pattern in the participants with MTLE with depressive symptoms (MTLE + d). Our results show that in both attention and memory, control subjects exhibit positive emotional bias, the subjects with MTLE − d show nonemotional bias and the subjects with MTLE + d have bias away from positive words. Participants with MTLE + d maintained attention for positive words shorter than others. Participants with MTLE + d had worse recall for positive words than the participants with MTLE − d and for all words when compared to controls. We found that faster attention disengagement from positive words and worse memory for positive words is associated with elevated levels of depressive symptoms. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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48. Early life stress explains reduced positive memory biases in remitted depression.
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Gethin, J.A., Lythe, K.E., Workman, C.I., Mayes, A., Moll, J., and Zahn, R.
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STRESS in children , *MENTAL depression , *THERAPEUTICS , *ASSOCIATIVE memory (Psychology) , *DIAGNOSIS of mental depression , *MEMORY bias , *DISEASE remission - Abstract
Background There is contradictory evidence regarding negative memory biases in major depressive disorder (MDD) and whether these persist into remission, which would suggest their role as vulnerability traits rather than correlates of mood state. Early life stress (ELS), common in patients with psychiatric disorders, has independently been associated with memory biases, and confounds MDD versus control group comparisons. Furthermore, in most studies negative biases could have resulted from executive impairments rather than memory difficulties per se. Methods To investigate whether memory biases are relevant to MDD vulnerability and how they are influenced by ELS, we developed an associative recognition memory task for temporo-spatial contexts of social actions with low executive demands, which were matched across conditions (self-blame, other-blame, self-praise, other-praise). We included fifty-three medication-free remitted MDD (25 with ELS, 28 without) and 24 healthy control (HC) participants without ELS. Results Only MDD patients with ELS showed a reduced bias (accuracy/speed ratio) towards memory for positive vs. negative materials when compared with MDD without ELS and with HC participants; attenuated positive biases correlated with number of past major depressive episodes, but not current symptoms. There were no biases towards self-blaming or self-praising memories. Conclusions This demonstrates that reduced positive biases in associative memory were specific to MDD patients with ELS rather than a general feature of MDD, and were associated with lifetime recurrence risk which may reflect a scarring effect. If replicated, our results would call for stratifying MDD patients by history of ELS when assessing and treating emotional memories. [ABSTRACT FROM AUTHOR]
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- 2017
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49. Effect of thermal sensation on emotional responses as measured through brain waves.
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Kim, Minjung, Chong, Sang Chul, Chun, Chungyoon, and Choi, Yoorim
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BRAIN waves ,THERMAL comfort ,EMOTIONAL conditioning ,INDOOR air quality ,NEGATIVITY bias ,PHYSIOLOGY - Abstract
Beyond previous research topics assessing physiological or psychological effects of an indoor environment, the present study aims to investigate the effect of thermal sensations on people's emotional responses. For achieving this purpose, chamber experiments were conducted based on three different temperatures (PMV −2, 0, +2), and results were obtained from 139 participants' brain wave data. The emotional process depending on indoor temperature was not significant; however, that depending on subjective thermal sensations were statistically significant. Since participants felt same indoor thermal condition differently, the physical indoor temperature itself had no direct significant influence to their emotions. Positivity bias was observed when participants felt neutral and slightly warm, and negativity bias was observed in all other cases. This study supports the notion that the thermal environment affects occupants' emotional responses through subjective thermal sensations. [ABSTRACT FROM AUTHOR]
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- 2017
- Full Text
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50. Explaining Differential Reporting of Victimization between Parents and Children: A Consideration of Social Biases
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Sufna Gheyara John and Lisabeth F. DiLalla
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peer victimization ,emotional intelligence ,cognitive bias ,emotional bias ,differential reporting ,Psychology ,BF1-990 - Abstract
Studies have shown that children and parents provide different reports of children’s victimization, with children often reporting more victimization. However, the reason for this differential reporting is unclear. This study explored two types of social biases (emotion recognition and perceived impairment) in parents and children as possible reasons underlying differential reporting. Six- to 10-year-old children and one of their parents were tested in a lab. Testing included subjective measures of parent alexithymic traits, child perceived impairment from victimization, and child- and parent-reported frequency of children’s peer victimization and internalizing and externalizing difficulties. Parents and children also completed an objective measure of emotion recognition. Both types of social bias significantly predicted reports of children’s peer victimization frequency as well as internalizing and externalizing difficulties, as rated by parents and children. Moreover, child perceived impairment bias, rather than parent emotion bias, best predicted differential reporting of peer victimization. Finally, a significant interaction demonstrated that the influence of child perceived impairment bias on differential reporting was most salient in the presence of parent emotion bias. This underscores the importance of expanding interventions for victimized youth to include the restructuring of social biases.
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- 2013
- Full Text
- View/download PDF
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