Margherita Attanasio
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Margherita Attanasio has a total of 50 co-authors. Here are the top co-authors by number of shared publications:
- Monica Mazza
Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
12 shared publications - Marco Valenti
University of L'Aquila
11 shared publications - Ilenia Le Donne
Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
5 shared publications Monica Mazza
Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, Italy
5 shared publications- Roberto Vagnetti
Sport, Health and Performance Enhancement Research Centre (SHAPE), Nottingham Trent University, Nottingham, NG11 8NS, UK; The University of Manchester, Oxford Road, Manchester, M13 9BL, UK
5 shared publications - Francesco Masedu
Department of Biotechnological and Applied Clinical Sciences, Università degli studi dell'Aquila, L'Aquila, Italy
4 shared publications
Latest Publications
- Open Access
- 16 March 2026
- Published by Association for Computing Machinery (ACM)
- p. 984-988
Robot-Mediated Administration of Raven’s Standard Progressive Matrices in Autistic Individuals
The study proposed in this paper investigates whether the administration modality of the Raven’s Standard Progressive Matrices (RSPM) influences the performance and physiological responses of autistic individuals. Fourteen participants with an ASD diagnosis completed the test either in the traditional paper-and-pencil format or through the humanoid robot Pepper, which delivered a digital version of the assessment. Across both modalities, we analysed accuracy, reaction times, and physiological activation (heart rate), taking item complexity into account. Preliminary results indicate that robot-mediated administration is feasible and comparable to traditional testing, with meaningful differences emerging as task difficulty increases. In particular, the Pepper modality tended to show lower initial physiological activation and comparable performance across most item levels. These findings suggest that social robots may offer a viable and potentially more engaging alternative for administering cognitive assessments in autism, supporting structured, predictable, and less stressful testing contexts.
- 16 March 2026
- Published by Association for Computing Machinery (ACM)
- p. 984-988
Open AccessRobot-Mediated Administration of Raven’s Standard Progressive Matrices in Autistic Individuals
The study proposed in this paper investigates whether the administration modality of the Raven’s Standard Progressive Matrices (RSPM) influences the performance and physiological responses of autistic individuals. Fourteen participants with an ASD diagnosis completed the test either in the traditional paper-and-pencil format or through the humanoid robot Pepper, which delivered a digital version of the assessment. Across both modalities, we analysed accuracy, reaction times, and physiological activation (heart rate), taking item complexity into account. Preliminary results indicate that robot-mediated administration is feasible and comparable to traditional testing, with meaningful differences emerging as task difficulty increases. In particular, the Pepper modality tended to show lower initial physiological activation and comparable performance across most item levels. These findings suggest that social robots may offer a viable and potentially more engaging alternative for administering cognitive assessments in autism, supporting structured, predictable, and less stressful testing contexts.
- Open Access
- 28 August 2025
- Published by Elsevier in Acta Psychologica
- Vol. 260, 105450
Visuospatial skills and intention attribution: A review of the Object Perspective Taking Test and Santa Barbara Sense of Direction questionnaire with Exploratory graph analysis and applications to autism
- 28 August 2025
- Published by Elsevier in Acta Psychologica
- Vol. 260, 105450
Open AccessVisuospatial skills and intention attribution: A review of the Object Perspective Taking Test and Santa Barbara Sense of Direction questionnaire with Exploratory graph analysis and applications to autism
- Open Access
- 14 December 2024
- Published by Springer Nature in European Archives of Psychiatry and Clinical Neuroscience
- Vol. 275 (8) , 2479-2492
Salience Network in Autism: preliminary results on functional connectivity analysis in resting state
The literature suggests that alterations in functional connectivity (FC) of the Salience Network (SN) may contribute to the manifestation of some clinical features of Autism Spectrum Disorder (ASD). The SN plays a key role in integrating external sensory information with internal emotional and bodily information. An atypical FC of this network could explain some symptomatic features of ASD such as difficulties in self-awareness and emotion processing and provide new insights into the neurobiological basis of autism. Using the Autism Brain Imaging Data Exchange II we investigated the resting-state FC of core regions of SN and its association with autism symptomatology in 29 individuals with ASD compared with 29 typically developing (TD) individuals. In ASD compared to TD individuals, seed-based connectivity analysis showed a reduced FC between the rostral prefrontal cortex and left cerebellum and an increased FC between the right supramarginal gyrus and the regions of the middle temporal gyrus and angular gyrus. Finally, we found that the clinical features of ASD are mainly associated with an atypical FC of the anterior insula and the involvement of dysfunctional mechanisms for emotional and social information processing. These findings expand the knowledge about the differences in the FC of SN between ASD and TD, highlighting atypical FC between structures that play key roles in social cognition and complex cognitive processes. Such anomalies could explain difficulties in processing salient stimuli, especially those of a socio-affective nature, with an impact on emotional and behavioral regulation.
- 14 December 2024
- Published by Springer Nature in European Archives of Psychiatry and Clinical Neuroscience
- Vol. 275 (8) , 2479-2492
Open AccessSalience Network in Autism: preliminary results on functional connectivity analysis in resting state
The literature suggests that alterations in functional connectivity (FC) of the Salience Network (SN) may contribute to the manifestation of some clinical features of Autism Spectrum Disorder (ASD). The SN plays a key role in integrating external sensory information with internal emotional and bodily information. An atypical FC of this network could explain some symptomatic features of ASD such as difficulties in self-awareness and emotion processing and provide new insights into the neurobiological basis of autism. Using the Autism Brain Imaging Data Exchange II we investigated the resting-state FC of core regions of SN and its association with autism symptomatology in 29 individuals with ASD compared with 29 typically developing (TD) individuals. In ASD compared to TD individuals, seed-based connectivity analysis showed a reduced FC between the rostral prefrontal cortex and left cerebellum and an increased FC between the right supramarginal gyrus and the regions of the middle temporal gyrus and angular gyrus. Finally, we found that the clinical features of ASD are mainly associated with an atypical FC of the anterior insula and the involvement of dysfunctional mechanisms for emotional and social information processing. These findings expand the knowledge about the differences in the FC of SN between ASD and TD, highlighting atypical FC between structures that play key roles in social cognition and complex cognitive processes. Such anomalies could explain difficulties in processing salient stimuli, especially those of a socio-affective nature, with an impact on emotional and behavioral regulation.
- Open Access
- 29 October 2024
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 15, 1488172
Does ChatGPT have a typical or atypical theory of mind?
In recent years, the capabilities of Large Language Models (LLMs), such as ChatGPT, to imitate human behavioral patterns have been attracting growing interest from experimental psychology. Although ChatGPT can successfully generate accurate theoretical and inferential information in several fields, its ability to exhibit a Theory of Mind (ToM) is a topic of debate and interest in literature. Impairments in ToM are considered responsible for social difficulties in many clinical conditions, such as Autism Spectrum Disorder (ASD). Some studies showed that ChatGPT can successfully pass classical ToM tasks, however, the response style used by LLMs to solve advanced ToM tasks, comparing their abilities with those of typical development (TD) individuals and clinical populations, has not been explored. In this preliminary study, we administered the Advanced ToM Test and the Emotion Attribution Task to ChatGPT 3.5 and ChatGPT-4 and compared their responses with those of an ASD and TD group. Our results showed that the two LLMs had higher accuracy in understanding mental states, although ChatGPT-3.5 failed with more complex mental states. In understanding emotional states, ChatGPT-3.5 performed significantly worse than TDs but did not differ from ASDs, showing difficulty with negative emotions. ChatGPT-4 achieved higher accuracy, but difficulties with recognizing sadness and anger persisted. The style adopted by both LLMs appeared verbose, and repetitive, tending to violate Grice’s maxims. This conversational style seems similar to that adopted by high-functioning ASDs. Clinical implications and potential applications are discussed.
- 29 October 2024
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 15, 1488172
Open AccessDoes ChatGPT have a typical or atypical theory of mind?
In recent years, the capabilities of Large Language Models (LLMs), such as ChatGPT, to imitate human behavioral patterns have been attracting growing interest from experimental psychology. Although ChatGPT can successfully generate accurate theoretical and inferential information in several fields, its ability to exhibit a Theory of Mind (ToM) is a topic of debate and interest in literature. Impairments in ToM are considered responsible for social difficulties in many clinical conditions, such as Autism Spectrum Disorder (ASD). Some studies showed that ChatGPT can successfully pass classical ToM tasks, however, the response style used by LLMs to solve advanced ToM tasks, comparing their abilities with those of typical development (TD) individuals and clinical populations, has not been explored. In this preliminary study, we administered the Advanced ToM Test and the Emotion Attribution Task to ChatGPT 3.5 and ChatGPT-4 and compared their responses with those of an ASD and TD group. Our results showed that the two LLMs had higher accuracy in understanding mental states, although ChatGPT-3.5 failed with more complex mental states. In understanding emotional states, ChatGPT-3.5 performed significantly worse than TDs but did not differ from ASDs, showing difficulty with negative emotions. ChatGPT-4 achieved higher accuracy, but difficulties with recognizing sadness and anger persisted. The style adopted by both LLMs appeared verbose, and repetitive, tending to violate Grice’s maxims. This conversational style seems similar to that adopted by high-functioning ASDs. Clinical implications and potential applications are discussed.
- Open Access
- 3 October 2024
- Published by MDPI AG in Journal of Functional Morphology and Kinesiology
- Vol. 9 (4) , 185
Locomotion and Postural Control in Young Adults with Autism Spectrum Disorders: A Novel Kinesiological Assessment
Background/Objectives: The purposes of the present study were to assess gait by using a novel approach that plots two adjacent joint angles and the postural control in individuals with autism (ASD) and individuals with typical neurodevelopmental (TD). Methods: The surface electromyography (sEMG) activity was measured synchronously with the other variables. Twenty young adult men, 10 with TD and 10 with a diagnosis of ASD, took part in this study. Results: There was a significant difference between ASD and TD groups in the area described by the knee–ankle diagram (p < 0.05). The sEMG activity recorded from the lateral gastrocnemius (LG) during the contact phase of gait was significantly lower in the ASD group compared with the TD group (p < 0.05). The sEMG activity recorded in the different postural conditions showed differences in LG and tibialis anterior (TA) between the ASD and TD groups (p < 0.05). Conclusions: The knee–ankle diagram provided a sensitive and specific movement descriptor to differentiate individuals with ASD from individuals with TD. The reduced LG activation is responsible for the reduced area in the knee–ankle diagram and ‘toe-walking’ in individuals with ASD and represents the common denominator of an altered ankle strategy during locomotion and postural control.
- 3 October 2024
- Published by MDPI AG in Journal of Functional Morphology and Kinesiology
- Vol. 9 (4) , 185
Open AccessLocomotion and Postural Control in Young Adults with Autism Spectrum Disorders: A Novel Kinesiological Assessment
Background/Objectives: The purposes of the present study were to assess gait by using a novel approach that plots two adjacent joint angles and the postural control in individuals with autism (ASD) and individuals with typical neurodevelopmental (TD). Methods: The surface electromyography (sEMG) activity was measured synchronously with the other variables. Twenty young adult men, 10 with TD and 10 with a diagnosis of ASD, took part in this study. Results: There was a significant difference between ASD and TD groups in the area described by the knee–ankle diagram (p < 0.05). The sEMG activity recorded from the lateral gastrocnemius (LG) during the contact phase of gait was significantly lower in the ASD group compared with the TD group (p < 0.05). The sEMG activity recorded in the different postural conditions showed differences in LG and tibialis anterior (TA) between the ASD and TD groups (p < 0.05). Conclusions: The knee–ankle diagram provided a sensitive and specific movement descriptor to differentiate individuals with ASD from individuals with TD. The reduced LG activation is responsible for the reduced area in the knee–ankle diagram and ‘toe-walking’ in individuals with ASD and represents the common denominator of an altered ankle strategy during locomotion and postural control.
- 14 August 2024
- Published by Springer Nature
- p. 115-122
On the Driving Behavior of Individuals with High-Functioning Autism Spectrum Disorder by Using Driving Simulator
- 14 August 2024
- Published by Springer Nature
- p. 115-122
On the Driving Behavior of Individuals with High-Functioning Autism Spectrum Disorder by Using Driving Simulator
- Open Access
- 27 June 2024
- Published by Association for Computing Machinery (ACM)
- p. 220-224
Robots to Make You Feel Good: Supporting Autistic Youths in Managing Medical Visit Challenges with Robot-Assisted Therapy
The following paper provides an overview of the "Feel Good" project, including its objectives, methodologies and plans. The premise of the project is to explore the integration of social robots within therapeutic frameworks aimed at easing the anxiety and distress associated with medical appointments for autistic youth. Social robots have shown effectiveness in supporting autism therapies, enhancing engagement and therapeutic outcomes. The aim of this initiative is to improve communication between healthcare providers and autistic youth. Through the implementation of various strategies, the initiative seeks to enhance the children’s capacity to identify and express their symptoms while also providing a comfortable healthcare experience. Furthermore, the initiative offers a secure environment where the children can work on their weaknesses and practice managing medical events. The activities are tailored according to their individual support needs and levels to ensure the best possible outcome.
- 27 June 2024
- Published by Association for Computing Machinery (ACM)
- p. 220-224
Open AccessRobots to Make You Feel Good: Supporting Autistic Youths in Managing Medical Visit Challenges with Robot-Assisted Therapy
The following paper provides an overview of the "Feel Good" project, including its objectives, methodologies and plans. The premise of the project is to explore the integration of social robots within therapeutic frameworks aimed at easing the anxiety and distress associated with medical appointments for autistic youth. Social robots have shown effectiveness in supporting autism therapies, enhancing engagement and therapeutic outcomes. The aim of this initiative is to improve communication between healthcare providers and autistic youth. Through the implementation of various strategies, the initiative seeks to enhance the children’s capacity to identify and express their symptoms while also providing a comfortable healthcare experience. Furthermore, the initiative offers a secure environment where the children can work on their weaknesses and practice managing medical events. The activities are tailored according to their individual support needs and levels to ensure the best possible outcome.
- Open Access
- 18 April 2024
- Published by Springer Nature in Journal of Autism and Developmental Disorders
- Vol. 55 (5) , 1876-1889
Atypical Time to Contact Estimation in Young Adults with Autism Spectrum Disorder
Individuals with Autism Spectrum Disorder (ASD) present atypical sensory processing in the perception of moving stimuli and biological motion. The present study aims to explore the performance of young adults with ASD in a time to contact (TTC) estimation task involving social and non-social stimuli. TTC estimation involves extrapolating the trajectory of a moving target concealed by an occluder, based on the visible portion of its path, to predict the target’s arrival time at a specific position. Sixteen participants with a diagnosis of level-1 ASD (M = 19.2 years, SE = 0.54 years; 3 F, 13 M) and sixteen participants with TD (M = 22.3 years, SE = 0.44 years; 3 F, 13 M) took part in the study and underwent a TTC estimation task. The task presented two object types (a car and a point-light walker), different object speeds, occluder lengths, motion directions and motion congruency. For the car object, a larger overestimation of TTC emerged for ASDs than for TDs, whereas no difference between ASDs and TDs emerged for the point-light walker. ASDs exhibited a larger TTC overestimation for the car object than for the point-light walker, whereas no difference between object types emerged for TDs. Our results indicated an atypical TTC estimation process in young adults with ASD. Given its importance in daily life, future studies should further explore this skill. Significant effects that emerged from the analysis are discussed.
- 18 April 2024
- Published by Springer Nature in Journal of Autism and Developmental Disorders
- Vol. 55 (5) , 1876-1889
Open AccessAtypical Time to Contact Estimation in Young Adults with Autism Spectrum Disorder
Individuals with Autism Spectrum Disorder (ASD) present atypical sensory processing in the perception of moving stimuli and biological motion. The present study aims to explore the performance of young adults with ASD in a time to contact (TTC) estimation task involving social and non-social stimuli. TTC estimation involves extrapolating the trajectory of a moving target concealed by an occluder, based on the visible portion of its path, to predict the target’s arrival time at a specific position. Sixteen participants with a diagnosis of level-1 ASD (M = 19.2 years, SE = 0.54 years; 3 F, 13 M) and sixteen participants with TD (M = 22.3 years, SE = 0.44 years; 3 F, 13 M) took part in the study and underwent a TTC estimation task. The task presented two object types (a car and a point-light walker), different object speeds, occluder lengths, motion directions and motion congruency. For the car object, a larger overestimation of TTC emerged for ASDs than for TDs, whereas no difference between ASDs and TDs emerged for the point-light walker. ASDs exhibited a larger TTC overestimation for the car object than for the point-light walker, whereas no difference between object types emerged for TDs. Our results indicated an atypical TTC estimation process in young adults with ASD. Given its importance in daily life, future studies should further explore this skill. Significant effects that emerged from the analysis are discussed.
- Open Access
- 19 September 2023
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1140890
Psychopathological factors and personality dimensions on dysfunctional eating behaviors in a sample of individuals with obesity
Introduction: Obesity and eating disorders are considered to be part of a broad spectrum of disorders associated with weight issues and maladaptive eating styles. Several studies show that psychopathological and personality characteristics contribute to the development and maintenance of obesity and dysfunctional eating behaviors, showing a bidirectional relationship. The purpose of this study was to understand the role of psychopathological factors and personality dimensions on dysfunctional eating behaviors in a sample of individuals with obesity.Methods: The study was conducted with 96 individuals with obesity (31 males and 65 females) who underwent psychological assessment. The instruments administered included the Cognitive Behavioral Assessment 2.0 - Primary Scales, the Minnesota Multiphasic Personality Inventory-2, and the Eating Disorder Inventory. Relationships between dysfunctional eating behaviors and personality and psychopathological factors were explored through mediation analysis.Results and discussion: Our results showed that difficulties related to impulse control and behavior, along with negative and dysphoric emotions, may be associated with difficulties in eating behavior. Mediation analysis showed that the combination of depressive and obsessive-compulsive symptomatology may exacerbate or contribute to the occurrence of eating disorders. These psychopathological aspects should be taken into account during the assessment of patients who decide to undergo bariatric surgery and should be targets of specific psychological interventions.
- 19 September 2023
- Published by Frontiers Media SA in Frontiers in Psychology
- Vol. 14, 1140890
Open AccessPsychopathological factors and personality dimensions on dysfunctional eating behaviors in a sample of individuals with obesity
Introduction: Obesity and eating disorders are considered to be part of a broad spectrum of disorders associated with weight issues and maladaptive eating styles. Several studies show that psychopathological and personality characteristics contribute to the development and maintenance of obesity and dysfunctional eating behaviors, showing a bidirectional relationship. The purpose of this study was to understand the role of psychopathological factors and personality dimensions on dysfunctional eating behaviors in a sample of individuals with obesity.Methods: The study was conducted with 96 individuals with obesity (31 males and 65 females) who underwent psychological assessment. The instruments administered included the Cognitive Behavioral Assessment 2.0 - Primary Scales, the Minnesota Multiphasic Personality Inventory-2, and the Eating Disorder Inventory. Relationships between dysfunctional eating behaviors and personality and psychopathological factors were explored through mediation analysis.Results and discussion: Our results showed that difficulties related to impulse control and behavior, along with negative and dysphoric emotions, may be associated with difficulties in eating behavior. Mediation analysis showed that the combination of depressive and obsessive-compulsive symptomatology may exacerbate or contribute to the occurrence of eating disorders. These psychopathological aspects should be taken into account during the assessment of patients who decide to undergo bariatric surgery and should be targets of specific psychological interventions.