The use of social robots in children with Neurodevelopmental Disorders and Disabilities is becoming increasingly common in both educational and clinical settings. Several studies have shown that the presence of social robots during learning can increase children's engagement, consequently improving academic achievement, as the presence of the robot appears to positively influence attention, satisfaction, and engagement in the proposed activities. Engagement is a complex component that includes emotional, cognitive, and behavioral aspects. The emotional component concerns the emotions felt during the activity, the cognitive component involves attention and active participation, and the behavioral component refers to the user's proactivity and adaptability in the interaction. An innovative approach of using social robots is the Learning by Teaching paradigm, where children teach the robots, thus promoting their sense of self-efficacy and motivation, as well as the ability to put themselves in each other's shoes (Theory of Mind). This method helps develop Executive Functions, such as planning, problem solving and reasoning, which are crucial to various aspects of daily life. Skills that are often vulnerable in children with Neurodevelopmental Disorders and Disabilities, consequently associating with poor performance in school learning, including text comprehension and production, which require good decoding skills, logical reasoning, selective attention, interference control, working memory and metacognitive strategies. Several studies have also shown that children with neuromotor impairment pictures, such as Motor Coordination Disorder (DCD) or Cerebral Palsy (CP), often have difficulties in motor planning skills, which become worse with the specificity of the motor problem. A "picture sequencing" task, which involves arranging pictures in order to create a finalized story or movement, can support multiple higher cognitive processes, such as working memory, attention, reasoning, and planning. This task, embedded in the Learning by Teaching paradigm with a social robot, could amplify the development of these processes due to the high levels of engagement and the requirement to take on the robot's role as teacher. In order to test the effectiveness of the treatment in improving the skills of visual-perceptual analysis, selective attention, working memory, narrative organization, logical-inferential reasoning and motor planning, 80 children with neuromotor difficulties will be randomly assigned to either the Experimental Group, which will immediately begin treatment with the social robot for about 4 months on a biweekly schedule, or to the Control Group, which will begin training after about 4 months. In addition, the study aims to test the children's level of behavioral, cognitive and emotional engagement during interaction with the social robot, through the use of sensors, eye-tracking and video cameras; as well as to test the generalization effects of the intervention on other processes, such as working memory, inhibition and planning.
