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Bérubé, A.; Pearson, J.; Blais, C.; Forget, H.
In: Development and Psychopathology, 2024, ISSN: 09545794, (Publisher: Cambridge University Press).
Abstract | Links | BibTeX | Tags: childhood maltreatment, Emotion Recognition, sensitivity, stress reactivity
@article{berube_stress_2024,
title = {Stress and emotion recognition predict the relationship between a history of maltreatment and sensitive parenting behaviors: A moderated-moderation},
author = {A. Bérubé and J. Pearson and C. Blais and H. Forget},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182715913&doi=10.1017%2fS095457942300158X&partnerID=40&md5=b3a9056662cf94740131bfd6fbe7352e},
doi = {10.1017/S095457942300158X},
issn = {09545794},
year = {2024},
date = {2024-01-01},
journal = {Development and Psychopathology},
abstract = {Our study proposes to examine how stress and emotion recognition interact with a history of maltreatment to influence sensitive parenting behaviors. A sample of 58 mothers and their children aged between 2 and 5 years old were recruited. Parents’ history of maltreatment was measured using the Child Trauma Questionnaire. An emotion recognition task was performed. Mothers identified the dominant emotion in morphed facial emotion expressions in children. Mothers and children interacted for 15 minutes. Salivary cortisol levels of mothers were collected before and after the interaction. Maternal sensitive behaviors were coded during the interaction using the Coding Interactive Behavior scheme. Results indicate that the severity of childhood maltreatment is related to less sensitive behaviors for mothers with average to good abilities in emotion recognition and lower to average increases in cortisol levels following an interaction with their children. For mothers with higher cortisol levels, there is no association between a history of maltreatment and sensitive behaviors, indicating that higher stress reactivity could act as a protective factor. Our study highlights the complex interaction between individual characteristics and environmental factors when it comes to parenting. These results argue for targeted interventions that address personal trauma. © 2024 Cambridge University Press. All rights reserved.},
note = {Publisher: Cambridge University Press},
keywords = {childhood maltreatment, Emotion Recognition, sensitivity, stress reactivity},
pubstate = {published},
tppubtype = {article}
}
Bérubé, A.; Pétrin, R.; Blais, C.
Parental depression moderates the relationship between childhood maltreatment and the recognition of children expressions of emotions Journal Article
In: Frontiers in Psychiatry, vol. 15, 2024, ISSN: 16640640 (ISSN), (Publisher: Frontiers Media SA).
Abstract | Links | BibTeX | Tags: adult, anger, article, Beck Depression Inventory, Child, Child Abuse, child parent relation, childhood maltreatment, Childhood Trauma Questionnaire, Depression, disease severity, disgust, educational status, emotion, Emotion Recognition, Facial Expression, female, happiness, human, income, major clinical study, male, parent-child relationship, parental sensitivity, preschool child, questionnaire, recognition, sadness
@article{berube_parental_2024,
title = {Parental depression moderates the relationship between childhood maltreatment and the recognition of children expressions of emotions},
author = {A. Bérubé and R. Pétrin and C. Blais},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85196266525&doi=10.3389%2ffpsyt.2024.1374872&partnerID=40&md5=ce03a1c39e709fc0f2c773d4f82f3a10},
doi = {10.3389/fpsyt.2024.1374872},
issn = {16640640 (ISSN)},
year = {2024},
date = {2024-01-01},
journal = {Frontiers in Psychiatry},
volume = {15},
abstract = {Background: Sensitivity plays a crucial role in parenting as it involves the ability to perceive and respond appropriately to children’s signals. Childhood maltreatment and depression can negatively impact adults’ ability to recognize emotions, but it is unclear which of these factors has a greater impact or how they interact. This knowledge is central to developing efficient, targeted interventions. This paper examines the interaction between parents’ depressive symptoms and childhood maltreatment and its influence on their ability to recognize the five basic emotions (happiness, anger, sadness, fear, and disgust) in children’s faces. Method: The sample consisted of 52 parents. Depressive symptoms were measured by the depression subscale of the Brief Symptom Inventory-18 (BSI-18), and maltreatment history was assessed by the Childhood Trauma Questionnaire (CTQ). Children’s emotional stimuli were morphed images created using The Child Affective Facial Expression (CAFE) database. Results: Our findings indicate that depressive symptoms moderate the relationship between parents’ history of childhood maltreatment and emotion recognition skills. Parents with higher depressive symptoms had lower emotion recognition accuracy when they had not experienced maltreatment. When childhood maltreatment was severe, emotion recognition skills were more consistent across all levels of depression. The relationship between depression and emotion recognition was primarily linked to recognizing sadness in children’s faces. Conclusion: These findings highlight how different experiences can affect parental abilities in emotion recognition and emphasize the need for interventions tailored to individual profiles to improve their effectiveness. Copyright © 2024 Bérubé, Pétrin and Blais.},
note = {Publisher: Frontiers Media SA},
keywords = {adult, anger, article, Beck Depression Inventory, Child, Child Abuse, child parent relation, childhood maltreatment, Childhood Trauma Questionnaire, Depression, disease severity, disgust, educational status, emotion, Emotion Recognition, Facial Expression, female, happiness, human, income, major clinical study, male, parent-child relationship, parental sensitivity, preschool child, questionnaire, recognition, sadness},
pubstate = {published},
tppubtype = {article}
}
Joudeh, I. O.; Cretu, A. -M.; Bouchard, S.; Guimond, S.
Prediction of Continuous Emotional Measures through Physiological and Visual Data † Journal Article
In: Sensors, vol. 23, no. 12, 2023, ISSN: 14248220, (Publisher: MDPI).
Abstract | Links | BibTeX | Tags: Affect recognition, Affective state, Arousal, Data-source, Deep learning, Electrocardiography, emotion, Emotion Recognition, Emotions, face recognition, Faces detection, Forecasting, human, Humans, Images processing, Learning systems, Machine learning, Machine-learning, mental disease, Mental Disorders, Physiological data, physiology, Signal-processing, Statistical tests, Video recording, Virtual-reality environment
@article{joudeh_prediction_2023,
title = {Prediction of Continuous Emotional Measures through Physiological and Visual Data †},
author = {I. O. Joudeh and A. -M. Cretu and S. Bouchard and S. Guimond},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85163943735&doi=10.3390%2fs23125613&partnerID=40&md5=5e970f0d8c5790b85d8d77a9f3f52a2d},
doi = {10.3390/s23125613},
issn = {14248220},
year = {2023},
date = {2023-01-01},
journal = {Sensors},
volume = {23},
number = {12},
abstract = {The affective state of a person can be measured using arousal and valence values. In this article, we contribute to the prediction of arousal and valence values from various data sources. Our goal is to later use such predictive models to adaptively adjust virtual reality (VR) environments and help facilitate cognitive remediation exercises for users with mental health disorders, such as schizophrenia, while avoiding discouragement. Building on our previous work on physiological, electrodermal activity (EDA) and electrocardiogram (ECG) recordings, we propose improving preprocessing and adding novel feature selection and decision fusion processes. We use video recordings as an additional data source for predicting affective states. We implement an innovative solution based on a combination of machine learning models alongside a series of preprocessing steps. We test our approach on RECOLA, a publicly available dataset. The best results are obtained with a concordance correlation coefficient (CCC) of 0.996 for arousal and 0.998 for valence using physiological data. Related work in the literature reported lower CCCs on the same data modality; thus, our approach outperforms the state-of-the-art approaches for RECOLA. Our study underscores the potential of using advanced machine learning techniques with diverse data sources to enhance the personalization of VR environments. © 2023 by the authors.},
note = {Publisher: MDPI},
keywords = {Affect recognition, Affective state, Arousal, Data-source, Deep learning, Electrocardiography, emotion, Emotion Recognition, Emotions, face recognition, Faces detection, Forecasting, human, Humans, Images processing, Learning systems, Machine learning, Machine-learning, mental disease, Mental Disorders, Physiological data, physiology, Signal-processing, Statistical tests, Video recording, Virtual-reality environment},
pubstate = {published},
tppubtype = {article}
}
Bérubé, A.; Turgeon, J.; Blais, C.; Fiset, D.
Emotion Recognition in Adults With a History of Childhood Maltreatment: A Systematic Review Journal Article
In: Trauma, Violence, and Abuse, vol. 24, no. 1, pp. 278–294, 2023, ISSN: 15248380 (ISSN), (Publisher: SAGE Publications Ltd).
Abstract | Links | BibTeX | Tags: adult, anger, Child, Child Abuse, childhood maltreatment, cycle of maltreatment, emotion, Emotion Recognition, Emotions, Facial Expression, Fear, human, Humans, perception, physiology, psychology, systematic review
@article{berube_emotion_2023,
title = {Emotion Recognition in Adults With a History of Childhood Maltreatment: A Systematic Review},
author = {A. Bérubé and J. Turgeon and C. Blais and D. Fiset},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85109658115&doi=10.1177%2f15248380211029403&partnerID=40&md5=5654c858d5c0c84bfdd832a4c04dd1d5},
doi = {10.1177/15248380211029403},
issn = {15248380 (ISSN)},
year = {2023},
date = {2023-01-01},
journal = {Trauma, Violence, and Abuse},
volume = {24},
number = {1},
pages = {278–294},
abstract = {Child maltreatment has many well-documented lasting effects on children. Among its consequences, it affects children’s recognition of emotions. More and more studies are recognizing the lasting effect that a history of maltreatment can have on emotion recognition. A systematic literature review was conducted to better understand this relationship. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol was used and four databases were searched, MEDLINE/PubMed, PsycINFO, EMBASE, and FRANCIS, using three cross-referenced key words: child abuse, emotion recognition, and adults. The search process identified 23 studies that met the inclusion criteria. The review highlights the wide variety of measures used to assess child maltreatment as well as the different protocols used to measure emotion recognition. The results indicate that adults with a history of childhood maltreatment show a differentiated reaction to happiness, anger, and fear. Happiness is less detected, whereas negative emotions are recognized more rapidly and at a lower intensity compared to adults not exposed to such traumatic events. Emotion recognition is also related to greater brain activation for the maltreated group. However, the results are less consistent for adults who also have a diagnosis of mental health problems. The systematic review found that maltreatment affects the perception of emotions expressed on both adult and child faces. However, more research is needed to better understand how a history of maltreatment is related to adults’ perception of children’s emotions. © The Author(s) 2021.},
note = {Publisher: SAGE Publications Ltd},
keywords = {adult, anger, Child, Child Abuse, childhood maltreatment, cycle of maltreatment, emotion, Emotion Recognition, Emotions, Facial Expression, Fear, human, Humans, perception, physiology, psychology, systematic review},
pubstate = {published},
tppubtype = {article}
}
Bérubé, A.; Blais, C.; Fournier, A.; Turgeon, J.; Forget, H.; Coutu, S.; Dubeau, D.
Childhood maltreatment moderates the relationship between emotion recognition and maternal sensitive behaviors Journal Article
In: Child Abuse and Neglect, vol. 102, 2020, ISSN: 01452134 (ISSN), (Publisher: Elsevier Ltd).
Abstract | Links | BibTeX | Tags: article, Child, Child Abuse, childhood maltreatment, Childhood Trauma Questionnaire, emotion, Emotion Recognition, Emotions, female, human, human experiment, Humans, male, Maternal Behavior, mother child relation, Mother-Child Relations, photography, physiology, Preschool, preschool child, psychology, Sensitive behaviors
@article{berube_childhood_2020,
title = {Childhood maltreatment moderates the relationship between emotion recognition and maternal sensitive behaviors},
author = {A. Bérubé and C. Blais and A. Fournier and J. Turgeon and H. Forget and S. Coutu and D. Dubeau},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85079890346&doi=10.1016%2fj.chiabu.2020.104432&partnerID=40&md5=05add864de22734e614fe7a34d6d6f1a},
doi = {10.1016/j.chiabu.2020.104432},
issn = {01452134 (ISSN)},
year = {2020},
date = {2020-01-01},
journal = {Child Abuse and Neglect},
volume = {102},
abstract = {Background: Sensitivity is defined as parents ability to perceive, react and respond to children signals. Having a history of childhood maltreatment changes the way adults perceive visual emotions. These perceptual characteristics could have important consequences on how these parents respond to their children. Objective: The current study examines how a history of childhood maltreatment moderates the relationship between maternal emotion recognition in child faces and sensitive behaviors toward their child during free-play and a structured task. Participants and Setting: Participants included 58 mothers and their children aged between 2 and 5 years. Methods: Mothers were exposed to a set of photographs of child faces showing morphed images of the six basic emotional expressions. Mother-child interactions were then coded for sensitive behaviors. Mothers’ history of childhood maltreatment was assessed using the Childhood Trauma Questionnaire. Results: Maltreatment severity was related to poorer abilities in emotion recognition. However, the association between emotion recognition and sensitive behavior was moderate by history of childhood maltreatment. For mothers exposed to a severe form of childhood maltreatment, a better emotion recognition was related to less sensitive behaviors toward the child, both during free-play and the structured task. Conclusion: This relationship is unique to these mothers and is inconsistent with Ainsworth's definition of sensitivity. These results have important implications as they suggest mothers with a history of severe maltreatment would need tailored interventions which take into account their particular reactions to children's emotions. © 2020},
note = {Publisher: Elsevier Ltd},
keywords = {article, Child, Child Abuse, childhood maltreatment, Childhood Trauma Questionnaire, emotion, Emotion Recognition, Emotions, female, human, human experiment, Humans, male, Maternal Behavior, mother child relation, Mother-Child Relations, photography, physiology, Preschool, preschool child, psychology, Sensitive behaviors},
pubstate = {published},
tppubtype = {article}
}