Psychologists are emphasizing the importance of predictive conclusions. Machine learning methods, such as supervised neural networks, have been used in psychological studies as they naturally fit prediction tasks. However, we are concerned about whether neural networks fitted with random datasets (i.e., datasets where there is no relationship…

Internalising symptoms are elevated in autism compared to the general population. Few studies have investigated emotional dysregulation (ED) as a potential mediator between specific transdiagnostic processes and anxiety and depression symptoms in autistic youth. In a sample of 94 autistic young people aged 5-18 years referred to a specialist…

Learner behaviours often provide critical clues about learners' cognitive processes. However, the capacity of human intelligence to comprehend and intervene in learners' cognitive processes is often constrained by the subjective nature of human evaluation and the challenges of maintaining consistency and scalability. The recent widespread AI…

Introduction: There is evidence of the relationship between the academic achievement of university students and the learning styles and strategies they use. However, there are inconsistencies between the results of the different studies on the topic, making it difficult to identifying a profile that would allow the prediction of high academic…

The field of education has long emphasized the importance of kindergarten teachers perceiving and understanding students' thoughts and feelings and expressing concern, commonly referred to as teacher empathy. However, little work has focused on the "cost of caring," such as compassion fatigue, particularly among kindergarten teachers,…

With the affective turn in education, particularly with the control-value theory (CVT) proposal, a wide range of antecedents of achievement emotions, including psychological capital (PsyCap), have been investigated and verified. It is worth noting, however, that few studies have examined whether cognitive appraisals mediate the association between…

Accuracy on assessments is commonly studied in education research but response time (RT) is relatively less investigated even though decades of research in cognitive sciences indicate that time can be an important dimension for understanding student learning. To better understand RT and the potentially important relations between accuracy and RT…

This study investigated the role of domain-specific and domain-general factors in predicting early literacy skills in Italian children. A sample of 239 first-grade students was evaluated using a broad neuropsychological battery to assess their cognitive skills. The results showed that phonological awareness, rapid automatized naming, speed of…