@article{charbonneau_facial_2025,

title = {Facial expression categorization predominantly relies on mid-spatial frequencies},

author = {I. Charbonneau and J. Duncan and C. Blais and J. Guérette and M. -P. Plouffe-Demers and F. Smith and D. Fiset},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105003427898&doi=10.1016%2Fj.visres.2025.108611&partnerID=40&md5=508d315d8092a9142c2d82f1b774cfdb},

doi = {10.1016/j.visres.2025.108611},

issn = {00426989 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Vision Research},

volume = {231},

abstract = {Facial expressions are crucial in human communication. Recent decades have seen growing interest in understanding the role of spatial frequencies (SFs) in emotion perception in others. While some studies have suggested a preferential treatment of low versus high SFs, the optimal SFs for recognizing basic facial expressions remain elusive. This study, conducted on Western participants, addresses this gap using two complementary methods: a data-driven method (Exp. 1) without arbitrary SF cut-offs, and a more naturalistic method (Exp. 2) simulating variations in viewing distance. Results generally showed a preponderant role of low over high SFs, but particularly stress that facial expression categorization mostly relies on mid-range SF content (i.e. ∼6–13 cycles per face), often overlooked in previous studies. Optimal performance was observed at short to medium viewing distances (1.2–2.4 m), declining sharply with increased distance, precisely when mid-range SFs were no longer available. Additionally, our data suggest variations in SF tuning profiles across basic facial expressions and nuanced contributions from low and mid SFs in facial expression processing. Most importantly, it suggests that any method that removes mid-SF content has the downfall of offering an incomplete account of SFs diagnosticity for facial expression recognition. © 2025 The Authors},

note = {Publisher: Elsevier Ltd},

keywords = {adult, article, Bubbles, Classification, controlled study, emotion, Emotions, Facial Expression, facial expressions, Facial Recognition, female, human, Humans, male, physiology, Psychophysics, simulation, Spatial frequencies, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{berube_childhood_2025,

title = {Childhood maltreatment influences parental mimicry of children's emotional facial expressions},

author = {A. Bérubé and R. Pétrin and M. Boudreault and G. Marcotte-Beaumier and C. Blais},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105020986193&doi=10.1016%2Fj.chiabu.2025.107787&partnerID=40&md5=18593b82f701fc76ad054419d48dfc69},

doi = {10.1016/j.chiabu.2025.107787},

issn = {01452134 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Child Abuse and Neglect},

volume = {170},

abstract = {Background: Childhood maltreatment can disrupt socio-emotional functioning, potentially influencing how parents respond to children's emotional facial expressions. Mimicry, an automatic reaction to others' facial expressions, is a critical mechanism for social bonding and affiliation in parent-child relationships. However, the effects of childhood maltreatment on parental mimicry remain underexplored. Objective: This study examined the relationship between different forms of childhood maltreatment and parents' mimicry of children's emotional facial expressions. Participants and setting: Fifty-seven parents participated in an emotion recognition task conducted either at a local community organization or at the university laboratory. Methods: Parents' facial reactions were recorded and analyzed using FaceReader software to detect mimicry. The Childhood Trauma Questionnaire (CTQ) assessed parental history of maltreatment. A path analysis model was conducted to evaluate the associations between forms of childhood maltreatment and parental mimicry. Results: A history of physical abuse predicted increased expressions of anger, while physical neglect was linked to reduced anger but heightened disgust. Emotional and sexual abuse were associated with diminished mimicry of sadness, whereas emotional neglect predicted enhanced sadness mimicry. Conclusions: Findings suggest that childhood maltreatment alters parents' facial reactions to children's emotional facial expressions, potentially impacting parental sensitivity. © 2025},

keywords = {Adolescent, adult, Adult Survivors of Child Abuse, anger, article, Child, Child Abuse, child abuse survivor, child parent relation, childhood maltreatment, Childhood Trauma Questionnaire, controlled study, Diagnosis, disgust, emotion, Emotional facial expressions, emotional neglect, Emotions, Facial Expression, female, human, Humans, major clinical study, male, Mimicry, neglect, parent, Parent-Child Relations, Parenting, Parents, path analysis, physical abuse, psychological functioning, psychology, questionnaire, sadness, sexual abuse, social bonding, Surveys and Questionnaires, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{berube_stress_2025,

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 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Development and Psychopathology},

volume = {37},

number = {1},

pages = {281–291},

publisher = {Cambridge University Press},

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 The Author(s).},

note = {Publisher: Cambridge University Press},

keywords = {adult, Adult Survivors of Child Abuse, chemistry, Child, Child Abuse, child abuse survivor, child parent relation, childhood maltreatment, emotion, Emotion Recognition, Emotions, Facial Expression, female, human, Humans, Hydrocortisone, male, mental stress, metabolism, mother, mother child relation, Mother-Child Relations, Mothers, Parenting, physiology, Preschool, preschool child, Psychological, psychology, Saliva, sensitivity, Stress, stress reactivity},

pubstate = {published},

tppubtype = {article}

}

@article{berubeChildhoodMaltreatmentInfluences2025,

title = {Childhood maltreatment influences parental mimicry of children's emotional facial expressions},

author = {A. Bérubé and R. Pétrin and M. Boudreault and G. Marcotte-Beaumier and C. Blais},

url = {https://www.scopus.com/pages/publications/105020986193?origin=resultslist},

doi = {10.1016/j.chiabu.2025.107787},

issn = {01452134 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Child Abuse and Neglect},

volume = {170},

publisher = {Elsevier Ltd},

abstract = {Background: Childhood maltreatment can disrupt socio-emotional functioning, potentially influencing how parents respond to children's emotional facial expressions. Mimicry, an automatic reaction to others' facial expressions, is a critical mechanism for social bonding and affiliation in parent-child relationships. However, the effects of childhood maltreatment on parental mimicry remain underexplored. Objective: This study examined the relationship between different forms of childhood maltreatment and parents' mimicry of children's emotional facial expressions. Participants and setting: Fifty-seven parents participated in an emotion recognition task conducted either at a local community organization or at the university laboratory. Methods: Parents' facial reactions were recorded and analyzed using FaceReader software to detect mimicry. The Childhood Trauma Questionnaire (CTQ) assessed parental history of maltreatment. A path analysis model was conducted to evaluate the associations between forms of childhood maltreatment and parental mimicry. Results: A history of physical abuse predicted increased expressions of anger, while physical neglect was linked to reduced anger but heightened disgust. Emotional and sexual abuse were associated with diminished mimicry of sadness, whereas emotional neglect predicted enhanced sadness mimicry. Conclusions: Findings suggest that childhood maltreatment alters parents' facial reactions to children's emotional facial expressions, potentially impacting parental sensitivity. © 2025},

keywords = {Adolescent, adult, Adult Survivors of Child Abuse, anger, article, Child, Child Abuse, child abuse survivor, child parent relation, childhood maltreatment, Childhood Trauma Questionnaire, controlled study, Diagnosis, disgust, emotion, Emotional facial expressions, emotional neglect, Emotions, Facial Expression, female, human, Humans, major clinical study, male, Mimicry, neglect, parent, Parent-Child Relations, Parenting, Parents, path analysis, physical abuse, psychological functioning, psychology, questionnaire, sadness, sexual abuse, social bonding, Surveys and Questionnaires, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{berubeStressEmotionRecognition2025a,

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/pages/publications/85182715913?origin=resultslist},

doi = {10.1017/S095457942300158X},

issn = {09545794 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Development and Psychopathology},

volume = {37},

number = {1},

pages = {281–291},

publisher = {Cambridge University Press},

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 The Author(s).},

keywords = {adult, Adult Survivors of Child Abuse, chemistry, Child, Child Abuse, child abuse survivor, child parent relation, childhood maltreatment, emotion, Emotion Recognition, Emotions, Facial Expression, female, human, Humans, Hydrocortisone, male, mental stress, metabolism, mother, mother child relation, Mother-Child Relations, Mothers, Parenting, physiology, Preschool, preschool child, Psychological, psychology, Saliva, sensitivity, Stress, stress reactivity},

pubstate = {published},

tppubtype = {article}

}

@article{richerItPainAnger2025a,

title = {Is it pain, anger, disgust, or sadness? Individual differences in expectations of pain facial expressions.},

author = {A. Richer and F. Gingras and M. -P. Plouffe-Demers and D. Fiset and C. Blais},

url = {https://www.scopus.com/pages/publications/105002303060?origin=resultslist},

doi = {10.1037/emo0001516},

issn = {15283542 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Emotion},

volume = {25},

number = {7},

pages = {1750–1763},

publisher = {American Psychological Association},

abstract = {Humans rely on facial expressions to assess others’ affective states. However, pain facial expressions are poorly recognized and are often confused with other negative affective states, such as anger, disgust, sadness, and fear. Previous research has shown that individuals’ expectations about the appearance of pain facial expressions are not optimal and do not perfectly reflect the facial features typically observed in individuals expressing pain. In the present study, we verified if expectations about pain facial expressions are also suboptimal by overlapping with other affective states. We relied on two published data sets (data collected between 2017 and 2020) containing images representing the expectations of the appearance of pain facial expressions according to 162 White participants. We then asked an independent group of White participants (N = 60, 30 women},

keywords = {adult, anger, article, awareness, confusion, disgust, emotion, emotionality, Emotions, Facial Expression, facial expressions confusion, Facial Recognition, Fear, female, human, human experiment, Humans, Individual differences, Individuality, joy, male, mental representation, Pain, pain facial expression, Pain facial expressions, perception, physiology, psychology, Reverse correlation, sadness, Social Perception, suprise, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{charbonneauFacialExpressionCategorization2025,

title = {Facial expression categorization predominantly relies on mid-spatial frequencies},

author = {I. Charbonneau and J. Duncan and C. Blais and J. Guérette and M. -P. Plouffe-Demers and F. Smith and D. Fiset},

url = {https://www.scopus.com/pages/publications/105003427898?origin=resultslist},

doi = {10.1016/j.visres.2025.108611},

issn = {00426989 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Vision Research},

volume = {231},

publisher = {Elsevier Ltd},

abstract = {Facial expressions are crucial in human communication. Recent decades have seen growing interest in understanding the role of spatial frequencies (SFs) in emotion perception in others. While some studies have suggested a preferential treatment of low versus high SFs, the optimal SFs for recognizing basic facial expressions remain elusive. This study, conducted on Western participants, addresses this gap using two complementary methods: a data-driven method (Exp. 1) without arbitrary SF cut-offs, and a more naturalistic method (Exp. 2) simulating variations in viewing distance. Results generally showed a preponderant role of low over high SFs, but particularly stress that facial expression categorization mostly relies on mid-range SF content (i.e. ∼6–13 cycles per face), often overlooked in previous studies. Optimal performance was observed at short to medium viewing distances (1.2–2.4 m), declining sharply with increased distance, precisely when mid-range SFs were no longer available. Additionally, our data suggest variations in SF tuning profiles across basic facial expressions and nuanced contributions from low and mid SFs in facial expression processing. Most importantly, it suggests that any method that removes mid-SF content has the downfall of offering an incomplete account of SFs diagnosticity for facial expression recognition. © 2025 The Authors},

keywords = {adult, article, Bubbles, Classification, controlled study, emotion, Emotions, Facial Expression, facial expressions, Facial Recognition, female, human, Humans, male, physiology, Psychophysics, simulation, Spatial frequencies, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{berubeChildhoodMaltreatmentInfluences2025a,

title = {Childhood maltreatment influences parental mimicry of children's emotional facial expressions},

author = {A. Bérubé and R. Pétrin and M. Boudreault and G. Marcotte-Beaumier and C. Blais},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105020986193&doi=10.1016%2Fj.chiabu.2025.107787&partnerID=40&md5=18593b82f701fc76ad054419d48dfc69},

doi = {10.1016/j.chiabu.2025.107787},

issn = {01452134 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Child Abuse and Neglect},

volume = {170},

abstract = {Background: Childhood maltreatment can disrupt socio-emotional functioning, potentially influencing how parents respond to children's emotional facial expressions. Mimicry, an automatic reaction to others' facial expressions, is a critical mechanism for social bonding and affiliation in parent-child relationships. However, the effects of childhood maltreatment on parental mimicry remain underexplored. Objective: This study examined the relationship between different forms of childhood maltreatment and parents' mimicry of children's emotional facial expressions. Participants and setting: Fifty-seven parents participated in an emotion recognition task conducted either at a local community organization or at the university laboratory. Methods: Parents' facial reactions were recorded and analyzed using FaceReader software to detect mimicry. The Childhood Trauma Questionnaire (CTQ) assessed parental history of maltreatment. A path analysis model was conducted to evaluate the associations between forms of childhood maltreatment and parental mimicry. Results: A history of physical abuse predicted increased expressions of anger, while physical neglect was linked to reduced anger but heightened disgust. Emotional and sexual abuse were associated with diminished mimicry of sadness, whereas emotional neglect predicted enhanced sadness mimicry. Conclusions: Findings suggest that childhood maltreatment alters parents' facial reactions to children's emotional facial expressions, potentially impacting parental sensitivity. © 2025},

keywords = {Adolescent, adult, Adult Survivors of Child Abuse, anger, article, Child, Child Abuse, child abuse survivor, child parent relation, childhood maltreatment, Childhood Trauma Questionnaire, controlled study, Diagnosis, disgust, emotion, Emotional facial expressions, emotional neglect, Emotions, Facial Expression, female, human, Humans, major clinical study, male, Mimicry, neglect, parent, Parent-Child Relations, Parenting, Parents, path analysis, physical abuse, psychological functioning, psychology, questionnaire, sadness, sexual abuse, social bonding, Surveys and Questionnaires, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{richerItPainAnger2025b,

title = {Is it pain, anger, disgust, or sadness? Individual differences in expectations of pain facial expressions.},

author = {A. Richer and F. Gingras and M. -P. Plouffe-Demers and D. Fiset and C. Blais},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105002303060&doi=10.1037%2Femo0001516&partnerID=40&md5=6b52952b00184d7e178ab041a2eaab88},

doi = {10.1037/emo0001516},

issn = {15283542 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Emotion},

volume = {25},

number = {7},

pages = {1750–1763},

abstract = {Humans rely on facial expressions to assess others’ affective states. However, pain facial expressions are poorly recognized and are often confused with other negative affective states, such as anger, disgust, sadness, and fear. Previous research has shown that individuals’ expectations about the appearance of pain facial expressions are not optimal and do not perfectly reflect the facial features typically observed in individuals expressing pain. In the present study, we verified if expectations about pain facial expressions are also suboptimal by overlapping with other affective states. We relied on two published data sets (data collected between 2017 and 2020) containing images representing the expectations of the appearance of pain facial expressions according to 162 White participants. We then asked an independent group of White participants (N = 60, 30 women},

keywords = {adult, anger, article, awareness, confusion, disgust, emotion, emotionality, Emotions, Facial Expression, facial expressions confusion, Facial Recognition, Fear, female, human, human experiment, Humans, Individual differences, Individuality, joy, male, mental representation, Pain, pain facial expression, Pain facial expressions, perception, physiology, psychology, Reverse correlation, sadness, Social Perception, suprise, Young Adult},

pubstate = {published},

tppubtype = {article}

}

@article{charbonneauFacialExpressionCategorization2025a,

title = {Facial expression categorization predominantly relies on mid-spatial frequencies},

author = {I. Charbonneau and J. Duncan and C. Blais and J. Guérette and M. -P. Plouffe-Demers and F. Smith and D. Fiset},

url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-105003427898&doi=10.1016%2Fj.visres.2025.108611&partnerID=40&md5=508d315d8092a9142c2d82f1b774cfdb},

doi = {10.1016/j.visres.2025.108611},

issn = {00426989 (ISSN)},

year  = {2025},

date = {2025-01-01},

journal = {Vision Research},

volume = {231},

abstract = {Facial expressions are crucial in human communication. Recent decades have seen growing interest in understanding the role of spatial frequencies (SFs) in emotion perception in others. While some studies have suggested a preferential treatment of low versus high SFs, the optimal SFs for recognizing basic facial expressions remain elusive. This study, conducted on Western participants, addresses this gap using two complementary methods: a data-driven method (Exp. 1) without arbitrary SF cut-offs, and a more naturalistic method (Exp. 2) simulating variations in viewing distance. Results generally showed a preponderant role of low over high SFs, but particularly stress that facial expression categorization mostly relies on mid-range SF content (i.e. ∼6–13 cycles per face), often overlooked in previous studies. Optimal performance was observed at short to medium viewing distances (1.2–2.4 m), declining sharply with increased distance, precisely when mid-range SFs were no longer available. Additionally, our data suggest variations in SF tuning profiles across basic facial expressions and nuanced contributions from low and mid SFs in facial expression processing. Most importantly, it suggests that any method that removes mid-SF content has the downfall of offering an incomplete account of SFs diagnosticity for facial expression recognition. © 2025 The Authors},

keywords = {adult, article, Bubbles, Classification, controlled study, emotion, Emotions, Facial Expression, facial expressions, Facial Recognition, female, human, Humans, male, physiology, Psychophysics, simulation, Spatial frequencies, Young Adult},

pubstate = {published},

tppubtype = {article}

}