Tipo: artículo

Metodología: revisión bibliográfica

Temas: inteligencia artificial

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This study presents a systematic literature review to explore the emerging role of Generative Artificial Intelligence (GAI) in entrepreneurship education (EE). While recent years have witnessed an increasing interest in applying GAI tools, such as ChatGPT, to support personalized learning, business model simulation, and decision-making, the field remains at an early exploratory stage. Drawing on 50 peer-reviewed journal articles published between 2019 and early 2025, the study aims to map the conceptual landscape, identify key themes, and assess the current state of theoretical and empirical development. The findings reveal four major domains in GAI-enabled EE: personalized and adaptive...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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The ascent of generative artificial intelligence (AI) challenges art and design education to reaffirm the value of human creativity. This study proposes and examines a pedagogical response: a project-based learning (PBL) model with digital storytelling (DS) at its core, designed to cultivate the emotional, cultural, and narrative capacities that AI lacks. Conducted through an embedded case study of the 15-week “Creative Shanzhou” project with 426 Chinese undergraduate students, the research implemented a theoretically-grounded PBL-DS framework. Digital storytelling served as the primary methodology for students to translate local cultural heritage into emotionally resonant, multimodal...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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In recent years, distance learning using learning management and e-book systems has been actively conducted in higher education institutions and various other organizations. It is possible to collect and analyze learning logs even in classes with many learners, including clickstreams and quiz scores in detail for each individual. This research proposes using Moodle's learning logs to classify learning patterns and outliers in order to identify struggling learners. The proposed method uses the descriptive statistics between the learner's teaching material clickstream and the final test score accumulated in Moodle, and students can be classified into four learning patterns. The frequency of...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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ChatGPT has diffused widely and rapidly, with diverse positive and negative implications. In educational settings it is important to understand students' perceptions of the acceptability of ChatGPT for various learning activities and to examine whether prior digital divide concerns pertain to this digital innovation, in order to provide guidance for users, inform policymakers and other stakeholders, and extend digital divide research. The purpose is to investigate the associations of socioeconomic status (SES, both family and student), gender, and race/ethnicity with students’ perceived acceptability of common ChatGPT activities as well as their opinion about how beneficial ChatGPT is for...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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Student engagement, widely recognised as a key determinant of learning outcomes, warrants greater attention to its antecedent mechanisms for effective learning design. As LLM-based chatbots (hereafter chatbot) are increasingly used to support student learning, understanding what drives student engagement in such environments becomes especially important. Guided by appraisal theory, this study proposes a theoretically grounded model of students' engagement in chatbot-supported learning. Unlike prior studies that focus on isolated antecedents, the model integrates learners’ capacity appraisals, including technology-related (GenAI competency) and task-related (academic self-efficacy)...

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Tipo: artículo

Metodología: experiencia práctica

Temas: enseñanza en línea e híbrida

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The M. A. in Bilingual Education at Nebrija University includes a diverse set of training tools which aims to facilitate the acquisition of various skills, among which language skills are the most important ones. As part of an active teaching method, the student is the protagonist of his own learning and the teacher is the expert in the field, the connoisseur of the best means to transmit knowledge and to help students improve their learning strategies. The teaching methodology used is blended learning, combining face-to-face and online classes through the virtual campus, a collaborative platform which makes use of typical e-learning educational spaces such as fora, chats, links, task box...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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This study investigates how postsecondary learners employ generative AI, specifically ChatGPT, to support their self-directed learning (SDL) for writing purposes. Following a sequential mixed methods design, we analyzed 384 survey responses and 10 semi-structured interviews with postsecondary writers. Findings suggest that the major learning task that the learners used ChatGPT for writing is brainstorming and seeking inspiration for ideas. While the entering motivation for using ChatGPT varies from curiosity about innovative technologies to fulfilling academic requirements, such entering motivation transformed into task motivation when the learners perceived the potential benefits of...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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A few limited efforts have been made to promote artificial intelligence (AI) literacy for citizens. The objective of this study was to design, implement and evaluate an AI literacy course for university students. One of the study's research questions was whether university students from a variety of disciplines could develop a conceptual understanding of AI through a literacy course. We promoted this course to 4000 students and recruited 120 volunteer participants to attend and complete the 7-h course. The results of our pre-course and post-course surveys indicated that the participants made significant progress in understanding AI concepts, felt empowered to work with AI. These findings...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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This study explores the perception of artificial intelligence (AI)-based Chatbots, specifically Open AI's ChatGPT use, among physics students in four universities in Ghana, Jordan, and the United States. We utilized a survey instrument adapted from the Technology Acceptance Model (TAM) to elicit responses from 804 students. TAM constructs: Perceived Usefulness (PU), Perceived Ease of Use (PEU), Subjective Norms (SN), Attitude Towards Technology Use (ATU), Behavioral Intention (BI), and User Behavior (UB) were assessed. We also assessed perceptions of ethical use (EU) and student learning outcomes (SLO) using a Structural Equation Model (SEM) approach. A measurement model had good fit...

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Tipo: artículo

Metodología: estudio empírico

Temas: inteligencia artificial

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Introduction: Generative AI is reshaping programming education, yet its effects on conceptual learning, intrinsic motivation, and cognitive load remain unclear. This study tests whether assistance deepens understanding or primarily boosts task completion, and how scaffolded versus answer-giving designs matter. Objectives: This study compares performance, learning, cognitive load, frustration, and motivation across three AI support types, and examines students’ perceptions. Methods: A three-arm randomized controlled trial was conducted in an introductory programming (CS1) course at TUM (N=275). Participants completed a 90-minute exercise on concurrency, implementing a parallel sum with...

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