ArticleEuropean child & adolescent psychiatry2020
In the eyes of the beholder: investigating the effect of visual probing on accuracy and gaze fixations when attending to facial expressions among primary and secondary callous-unemotional variants.
Article in European child & adolescent psychiatry, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Emotion Recognition Deficits in Children and Adolescents with Psychopathic Traits: A Systematic Review.Clinical child and family psychology review · 2024Pooled it
- Neurobiosensory and Visual Patterns of Attentional and Emotional Functioning in Children Using Machine Learning: Cross-Sectional Study.JMIR pediatrics and parenting · 2026Article
- Do Children with High Callous-Unemotional Traits Have Attentional Deficits to Emotional Stimuli? Evidence from a Multi-Method and Multi-Informant Study.Child psychiatry and human development · 2026Article
- Callous-Unemotional Traits and Their Association with Neurodevelopmental Disorders: Insights from Gaze Behaviour During Emotion Recognition.Children (Basel, Switzerland) · 2026Review
- Evaluating the sensitivity to threat and affiliative reward (STAR) model in relation to the development of conduct problems and callous-unemotional traits across early adolescence.Journal of child psychology and psychiatry, and allied disciplines · 2024Article
- Eye-movement analysis on facial expression for identifying children and adults with neurodevelopmental disorders.Frontiers in digital health · 2023Article
- Difficulties in facial emotion recognition: taking psychopathic and alexithymic traits into account.BMC psychology · 2022Article
- Emotional awareness, empathy, and generosity in high-risk youths.Journal of experimental child psychology · 2021Article
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Authors and funding
4 authors.
Funding
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Abstract
Individuals with callous-unemotional (CU) traits show deficits in facial emotion recognition. According to preliminary research, this impairment may be due to attentional neglect to peoples' eyes when evaluating emotionally expressive faces. However, it is unknown whether this atypical processing pattern is unique to established variants of CU traits or modifiable with intervention. This study examined facial affect recognition and gaze patterns among individuals (N = 80; M age = 19.95, SD = 1.01 years; 50% female) with primary vs secondary CU variants. These groups were identified based on repeated measurements of conduct problems, CU traits, and anxiety assessed in adolescence and adulthood. Accuracy and number of fixations on areas of interest (forehead, eyes, and mouth) while viewing six dynamic emotions were assessed. A visual probe was used to direct attention to various parts of the face. Individuals with primary and secondary CU traits were less accurate than controls in recognizing facial expressions across all emotions. Those identified in the low-anxious primary-CU group showed reduced overall fixations to fearful and painful facial expressions compared to those in the high-anxious secondary-CU group. This difference was not specific to a region of the face (i.e. eyes or mouth). Findings point to the importance of investigating both accuracy and eye gaze fixations, since individuals in the primary and secondary groups were only differentiated in the way they attended to specific facial expression. These findings have implications for differentiated interventions focused on improving facial emotion recognition with regard to attending and correctly identifying emotions.
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