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Permanent URI for this collectionhttps://hdl.handle.net/11285/345284
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- The impact of large language models on higher education: exploring the connection between AI and Education 4.0(Frontiers, 2024-06-14) Peláez Sánchez, Iris Cristina; Velarde Camaqui, Davis; Glasserman Morales, Leonardo David; https://ror.org/03ayjn504; https://ror.org/0297axj39; Hernández Montoya, DianaThe digital transformation has profoundly affected every facet of human life, with technological advancements potentially reshaping the economy, society, and our daily living and working modalities. Artificial Intelligence (AI), particularly Generative AI (GAI), has emerged as a pivotal disruption in education, showcasing the capability to produce diverse and context-relevant content. Generative Artificial Intelligence (GAI) has revolutionized natural language processing, computer vision, and creative arts. Large language models (LLMs) like GPT-4 and Open Assistant and tools like DALL-E and Midjourney for the visual and creative domain are increasingly used for various tasks by students and others with critical information needs. AI presents novel avenues for crafting effective learning activities and developing enhanced technology-driven learning applications in the educational sector. However, integrating AI with a pedagogical focus pose challenge. Education 4.0, which integrates emerging technologies and innovative strategies, aims to prepare new generations for a technologically fluid world. This systematic literature review aims to analyze the use of LLMs in higher education within the context of Education 4.0’s pedagogical approaches, identifying trends and challenges from a selection of 83 relevant articles out of an initial set of 841 papers. The findings underscore the significant potential of LLMs to enrich higher education, aligning with Education 4.0 by fostering more autonomous, collaborative, and interactive learning. It highlights the necessity for human oversight to ensure the quality and accuracy of AI-generated content. It addresses ethical and legal challenges to ensure equitable implementation, suggesting an exploration of LLM integration that complements human interaction while maintaining academic integrity and pedagogical foundation.
- Playing to learn: developing self-directed learning skills through serious games(© Emerald Publishing Limited, 2024-05-14) Pacheco Velázquez, Ernesto Armando; Rodés Paragarino, Virginia; Glasserman Morales, Leonardo David; Carlos Arroyo, Martina; Tecnologico de Monterrey; https://ror.org/03ayjn504Purpose. Higher education is undergoing a significant transformation, demanding a rethinking of instructional methods, the establishment of novel assessment frameworks and the incorporation of state-of-the-art technologies to advance the development of learning competencies. The use of simulations is an alternative that offers satisfactory results and favors learning in new generations. This study aims to present a methodology for assessing the advancement of self-directed learning (SDL) in participants through simulation techniques and show that the incorporation of simulations can improve participants’ SDL skills. Design/methodology/approach. This study uses a quantitative approach to evaluate the evolution of various competencies related to SDL among participants. Includes the application of scales specifically designed to measure readiness for SDL, the use of factor analysis to identify and validate essential factors and conducting hypothesis testing to verify shifts in students’ perceptions regarding the significance of SDL-related skills. Findings. The findings of this study reveal a positive impact of simulations on the SDL readiness. Factor analysis identified five key factors: self-management skills, openness to learning opportunities, initiative and independence in learning, self-concept as an effective learner and desire for Learning. The use of simulations significantly improved critical thinking, logical reasoning, analysis and decision-making capabilities. These results demonstrate the effectiveness of this technique as a valuable tool for developing SDL skills and highlight the potential of such interventions in complex and uncertain learning environments. Research limitations/implications. The study provided valuable insights into the impact of simulations in the logistics field, particularly in the development of SDL-related skills. There is a need for studies in other areas of knowledge that would allow for the generalization of these results. Likewise, it is advisable to use scales that measure the development of other types of skills. Additionally, the study’s focus on short-term effects may not fully capture the long-term development of SDL-related skills. Future research should address these limitations, expand the sample size, conduct longitudinal studies and explore possible contextual and external factors that may influence SDL outcomes in various educational settings, leading to broader and more robust conclusions. Practical implications. The practical implications of this study are significant for both higher education institutions and educators in the logistics domain. The positive impact of the serious game on participants’ SDL skills highlights the potential of incorporating interactive and engaging learning tools in the curriculum. Educators can leverage serious games to foster critical thinking, logical reasoning and decision-making abilities in their students. Moreover, the identified key factors influencing SDL development provide valuable guidance for designing targeted interventions to enhance students’ self-management, initiative and love for learning. Social implications. The social implications of this study underscore the importance of equipping individuals with SDL skills in a rapidly changing world. By integrating serious games and fostering SDL competencies, higher education institutions can contribute to a more adaptable and resilient workforce. Empowering students with critical thinking, innovative thinking and independent learning, they can enhance their ability to navigate the challenges of the labor market. This, in turn, may lead to a more informed and proactive society capable of addressing complex issues and making well-informed decisions. Originality/value. This article arises from empirical exploration with students from two countries in Latin America (Mexico and Colombia), examining the importance of games in developing SDL skills. Furthermore, it promotes the use of a methodology with a low level of complexity, and that can be replicated with different games. This perspective adds valuable insights to the existing literature, offering practical implications for educators and institutions seeking effective strategies to promote SDL skills among students.
- The social innovation profile in students as a transformation strategy: structural equation modeling(Frontiers, 2024-03-08) Glasserman Morales, Leonardo David; Alcántar Nieblas, Carolina; Nava Lara, Sergio Alberto; Tecnologico de Monterrey; https://ror.org/03ayjn504; https://ror.org/01aff2v68The development of social entrepreneurship competencies in university students favors the generation of proposals for solutions to different social problems, thus promoting a positive social impact capable of transforming people’s living conditions. This study aims to analyze the relationship between the dimensions of social entrepreneurship competence: entrepreneurial management, social value, leadership, effective communication and social innovation. A total of 408 higher education students from 13 countries and six different disciplinary areas participated in the study, ranging in age from 18 to 58 years (M = 22.4, SD = 6.0). The social entrepreneurship instrument was used, which is composed of 28 items grouped into five dimensions. A structural equation model was calculated. The findings indicate that entrepreneurial management, social value, and leadership are directly and positively related to personal competencies and social innovation. These results prove the importance of social entrepreneurship training in the development of social innovation in students, it is important that educational institutions in general carry out a review of their curricula and programs that take into account the development of social innovation competence as a factor that can enhance social change.
- Demographic and school factors associated with digital competences in higher education students(Bastas, 2024-02-26) Glasserman Morales, Leonardo David; Alcántar Nieblas, Carolina; Sisto, Marcela Ines; Tecnologico de Monterrey; Universidad Católica de Argentina; https://ror.org/03ayjn504; https://ror.org/0422kzb24Nowadays, digital competencies encompass skills and attitudes with technical, informational, content, media, and communication aspects that are crucial for students and future professionals. Hence, there is a need to investigate the possible correlations between demographic and contextual variables and the development of digital competencies in higher education. This paper reports on several university-student demographic factors associated with digital competencies. The work used a quantitative approach with descriptive statistical techniques such as a means test and Pearson correlation analysis. The findings identified that (a) there are statistically significant differences between the mean obtained in the previous semester in digital competencies and the gender of the students, (b) there are no statistically significant differences in the final mean for digital competencies and the students’ institution of origin, and (c) the variables included in the study are statistically significant. They also found that the mean attained by the university students in the previous semester had a strong predictive power of student performance; in contrast, the student’s high school institution of origin variable was a weak predictor of their digital competency. This paper presents the findings and implications for practice and research.
- Gender digital divide in education 4.0: A systematic literature review of factors and strategies for inclusion(2023-11-16) Peláez Sánchez, Iris Cristina; George Reyes, Carlos Enrique; Glasserman Morales, Leonardo David; Tecnológico de Monterrey; https://ror.org/03ayjn504The gender digital divide (GDD) is a phenomenon that refers to the inequalities and differences between men and women in accessing the digital ecosystem in various environments, such as the scenarios of Education 4.0. Bridging the GDD in access, use, and appropriation of technologies would promote the digital inclusion in spaces traditionally dominated by men. A systematic literature review was conducted using seven databases, considering Scopus and Web of Science. Through this, the factors with the most significant impact on the widening of this type of gap were identified. The findings suggest that the elements that limit the GDD are (a) access and use of technologies, (b) social barriers, and (c) gender stereotypes and roles. On the other hand, factors that need to be considered for the digital inclusion of women were identified as follows: (a) the mode of interaction with technologies, (b) digital competencies in Education 4.0, (c) the mode of technology-mediated teaching and learning, (d) digital competencies in the workplace, and (e) digital participation. It is concluded that more digital inclusion strategies are needed to reduce the GDD, thus requiring greater participation from society and universities to achieve digital equity.
- eComplex: validity and reliability of rubric for assessing reasoning for complexity competency(Springer, 2023-06-29) Castillo Martínez, Isolda Margarita; Ramírez Montoya, María Soledad; Glasserman Morales, Leonardo David; Millán Arellano, Jorge Antonio; https://ror.org/03ayjn504In the absence of available instruments that measure reasoning-for-complexity competency in higher education, we designed a rubric to measure university students' levels of mastery of that competency. This article presents the process to estimate the validity and reliability that led to the final version of the "eComplex" rubric, which consists of 27 items. This validation process considered experts' consultation, the internal consistency estimation using Cronbach's alpha coefficient, and correlation matrix analysis, there was also qualitative analysis by reviewing the experts' comments in detail and making the appropriate adjustments. The results were: (a) a high concordance index of the judges for the evaluated criteria of the items, (b) an instrument with high internal consistency and reliability, and (c) improvement in the wording of the items thanks to the observations and contributions of the experts, this was reinforced by conducting a second phase of expert validation using the Delphi Method to provide further support for the Clarity criterion. The instrument is expected to validate measuring the development and appropriation of reasoning-for-complexity competency in university students.
- Study habits developed by mexican higher education students during the complexity of the COVID-19 pandemic(MDPI, 2023-05-30) George Reyes, Carlos Enrique; Glasserman Morales, Leonardo David; Rocha Estrada, Francisco Javier; Ruíz Ramírez, Jessica Alejandra; https://ror.org/03ayjn504; Reichgelt, HanDuring the first 700 days of the COVID-19 pandemic in Mexico, higher education institutions adopted different types of technology-supported learning to provide continuity of teaching activities. The pandemic forced students to change their study habits to face the challenges of learning in the distance modality while using technologies for learning and knowledge. In this research, a questionnaire called “Survey of Study Habits for University Students after more than 700 days of the Pandemic in Mexico” was applied to inquire about habits that were strengthened or emerged in undergraduate and graduate university students who participated in non-face-to-face learning environments during the pandemic. The study involved 3000 students from public (n = 1500) and private (n = 1500) universities located in six areas of Mexico (comprising 32 states). The findings indicated that most of the students acquired at least one digital device and expanded their internet service, and perceived an improvement in their self-study skills and greater autonomous learning development.
- The metaverse and complex thinking:opportunities, experiences, and future lines of research(Frontiers, 2023-05-25) George Reyes, Carlos Enrique; Peláez Sánchez, Iris Cristina; Glasserman Morales, Leonardo David; López Caudana, Edgar Omar; https://ror.org/03ayjn504; Hussain, SajjadResearch trends about the Metaverse have increased in recent years due to its potential to create immersive realities, where complex thinking becomes relevant as an ability to promote emerging ways to understand and explain the different realities that comprise a digital society. Although some investigations allow us to know both topics’ concepts and applications, scientific literature production about them is scarce. In this work, we conducted a systematic review of the literature (SLR), analyzing 234 publications from various databases, including Scopus and Web of Science, to understand how studies about the Metaverse overlap with the components of complex thought. The results showed that there has been extensive exploration of the Metaverse since 2022. The prevalence of the Metaverse aligns with the design of algorithms and retail sales, and it primarily correlates with virtual reality technology. Likewise, various reference frameworks and taxonomies have been designed to explain the operation of the Metaverse in different formative spaces. We concluded that examining the Metaverse from the perspective of critical, systemic, scientific, and innovative thinking can open lines of research that affect the knowledge of immersive technologies and the evolution of disruptive digital ecosystems.
- Learning assessment challenges from students and faculty perception in times of COVID-19: A case study(BASTAS, 2023-02-24) Gallardo Córdova, Katherina Edith; Glasserman Morales, Leonardo David; Rivera Vázquez, Nohemí; Martínez Cardiel, Lizette; https://ror.org/03ayjn504A mixed-method study about the perception of students and faculty around learning assessment practices was conducted in a multicampus competency-based approached Mexican private university. The objective was getting new knowledge about higher education community perception around learning assessment practices, learning outcomes production and how authentic assessment was driven while working on different modalities during the pandemic: remote learning, synchronous hybrid learning, alternate hybrid learning, and on-site modality. A questionnaire, and an interview for faculty and focus groups for students were designed, validated, and conducted. A total of 281 faculty and 908 students participated in this study. The main quantitative results indicate that students who took on-site classes evaluate the variables better than those who took hybrid classes. In addition, students who took remote classes evaluate the authenticity variable better than those who took it in alternate hybrid modality. In the case of the faculty, only the equality variable showed significant differences between the reported modalities. Besides, the main qualitative results indicate that perceptions are quite different between faculty and students while getting their perceptions from an evaluation standards scope. Thus, their perspectives around equality, authenticity, feasibility, reliability and ethics were obtained and discussed against literature. The main conclusions of the study remarked that students and faculty were positive towards most of the execution of learning assessment and learning outcomes practices during the pandemic. Nevertheless, students’ preference of on-site modality was determined as the way they have more opportunities for interacting and learning more from assessment and feedback.
- Academic literacy among the university students in Mexico and Spain: A holistic perspective(2023-01-16) Ramírez Montoya, María Soledad; Castillo Martínez, Isolda Margarita; Cerros Regalado, Cynthia Patricia; Glasserman Morales, Leonardo David; Instituto Tecnológico y de Estudios Superiores de MonterreyCurrently, young people have access to a large amount of information, so they must have the ability to critically analyze the texts they are exposed to in order to choose those that are useful for their training or research process, as well as to have the necessary skills to interact efficiently with the texts, especially with those specialized documents corresponding to their area of study. In this regard, this article aims to identify how cognitive, emotional, attitudinal, digital and personality aspects influence the development of academic literacy skills in university students.