9 de enero de 2026

Self-perception and usefulness of generative artificial intelligence among pre-service teachers

The advent of Generative Artificial Intelligence (GenAI) in education presents opportunities, but it also raises ethical and pedagogical challenges. 

In this context, it is imperative to comprehend how pre-service teachers perceive this technology

The present study analysed the self-perception of 174 pre-service teachers regarding the application of GenAI in education. Seven dimensions (Familiarity, Relevance, Practical Skills, Barriers, Confidence, Ethical-Social Impact, and Expectations) were measured in relation to GenAI. In addition, the usefulness of ChatGPT as a tool for designing Learning Situations (LSs) was assessed after a training experience with this system. Descriptive statistics and Spearman correlations were calculated, and a network of correlations between the seven dimensions was visualised. Differences between degrees were also explored. 

The findings indicated medium-to-high levels of self-perception, suggesting a very positive evaluation of ChatGPT's usefulness and a high level of satisfaction with its use. Confidence emerged as a central node in the correlation network, exhibiting close associations with Relevance, Barriers, Ethical-social impact, and Expectations. 

This underscores its pivotal role in the adoption of these technologies. Similarly, most participants adopted a critical stance towards GenAI, checking the responses generated by ChatGPT rather than passively accepting them. 

In conclusion, while there is a favourable attitude towards integrating GenAI into education, future teachers demand specific training to use it pedagogically and express concern about the ethical implications of such integration.

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How to Cite: Pinto-Llorente, A. M., Izquierdo-Álvarez, V., & Dolcet-Negre, M. M. (2026). Self-perception and usefulness of generative artificial intelligence among pre-service teachers. RIED-Revista Iberoamericana de Educación a Distancia, 29(1), 111–132. https://doi.org/10.5944/ried.45480