Producción Científica
Permanent URI for this communityhttps://hdl.handle.net/11285/345132
Contiene todos los recursos que son resultado de la investigación de la comunidad del Tecnológico de Monterrey y que se encuentran en acceso abierto.
Para enviar tu trabajo científico, puedes consultar este Infográfico con los pasos generales para que sea depositado en el RITEC.
Browse
Search Results
- Developing scientific entrepreneurship and complex thinking skills: creating narrative scripts using ChatGPT(Frontiers, 2024-07-02) George Reyes, Carlos Enrique; Vilhunen, Elisa Ellen Marjaana; Avello Martínez, RaidellLópez Caudana, Edgar Omar; https://ror.org/03ayjn504The increased access to artificial intelligence (AI) applications has made it possible to develop more engaging and complex educational activities for students in different disciplines. This research explored expanding university students’ knowledge of scientific entrepreneurship skills using an Artificial Intelligence application. The students participated in a training experience using the conversational ChatGPT language model to generate narrative scripts for various topics on scientific discoveries and technological advances to create new products or services that offer cost-effective solutions based on science. The experience was designed employing the i4C model (identify, ideate, invent, inform). The study used a two-sample design with repeated measurements based on a pre-test and post-test. One hundred five graduate students from two master’s degree programs at the Bolivarian University of Ecuador participated during the 2022–2023 academic period. The results indicate that the students notably improved in acquiring the knowledge necessary for scientific entrepreneurial skills. The study concluded that applying AI ChatGPT with a narrative scripting strategy can create new learning opportunities for students.
- Developing the skills for complex thinking research: A case study using social robotics to produce scientific papers(Frontiers, 2024-06-10) López Caudana, Edgar Omar; George Reyes, Carlos Enrique; Avello Martínez, Raidell; https://ror.org/03ayjn504The development of university students’ skills to successfully produce scientific documents has been a recurring topic of study in academia. This paper analyzes the implementation of a training experience using a digital environment mediated by video content materials starring humanoid robots. The research aimed to scale complex thinking and its sub-competencies as a hinge to strengthen basic academic research skills. Students from Colombia, Ecuador, and Mexico committed to preparing a scientific document as part of their professional training participated. A pretest to know their initial level of perception, a posttest to evaluate if there was a change, and a scientific document the students delivered at the end of the training experience comprised the methodology to demonstrate the improvement of their skills. The results indicated students’ perceived improvement in the sub-competencies of systemic, creative, scientific, and innovative thinking; however, their perceptions did not align with that of the tutor who reviewed the delivered scientific product. The conclusion was that although the training experience helped strengthen the students’ skills, variables that are determinants for a student to develop the knowledge necessary to prepare scientific documents and their derived products remain to be analyzed.
- Complex thinking and profile of colombian university teachers(Frontiers, 2024-05-27) Vázquez Parra, José Carlos; Malagón Castro, Luz Elena; Suarez Brito, Paloma; Valencia González, Gloria Clemencia; https://ror.org/03ayjn504During the last decade, the development of competencies has become a cardinal point for universities, focusing not only on those skills directly associated with technical or disciplinary aspects but also on those necessary in training for life. In this sense, the so-called general (transversal) competencies become primary in the curricula as part of the training of students regardless of discipline. However, although much literature has reported on students’ acquisition and development of these competencies, what is the reality for teachers facing this formative challenge? Methodologically, this study uses the validated EComplexity instrument to assess self-perceived competence in complex thinking among 51 university teachers (30 women and 21 men, mean age 39 years) from southern Colombia, covering five academic disciplines: Business, Health Sciences, Engineering, Social Sciences and Humanities. The aim was to measure their perceived preparedness to teach complex thinking as part of a teacher training course, with an emphasis on the participants’ varied academic backgrounds. For data analysis this study employed a multivariate descriptive statistical analysis using SPSS software. The results determined that the teachers perceived themselves as competent in complex thinking and sub-competencies. In conclusion, the study found that differences in factors such as gender, age and academic discipline did not significantly influence teachers’ self-perceived competence in complex thinking. This article contributes to the identification of essential teaching competences for the teacher education process within competence-based pedagogical models, ensuring the quality of academic work.
- eComplexity: validation of a complex thinking instrument from a structural equation model(Frontiers, 2024-05-24) Vázquez Parra, José Carlos; Henao Rodriguez, Linda Carolina; Lis-Gutiérrez, Jenny Paola; Castillo Martínez, Isolda Margarita; Suarez Brito, Paloma; https://ror.org/03ayjn504The eComplexity instrument aims to measure the perception of achievement in the complex thinking competency and its sub-competencies. To ensure the reliability of this instrument, validation processes like the one presented in this article are necessary. Methodologically, this study evaluates data from 1,037 university students in Mexico, confirming the statistical validity and reliability of the instrument. As a result, the demonstrated reliability of the eComplexity instrument as a tool for measuring perceived achievements in complex thinking provides a valuable resource for assessing the effectiveness of educational interventions. Consequently, this research contributes to a more informed approach to fostering critical thinking skills, benefiting both theoretical exploration and practical application in educational settings. The study employs the Partial Least Squares Structural Equation Modeling (PLS-SEM) to evaluate students’ self-perceptions of their performance in complex thinking and its sub-competencies, thus advancing the field of educational measurement. Academically, it enriches the discourse on the design and validation of instruments, offering a rigorous model for future efforts in measuring cognitive competencies. Practically, the study’s results inform educational practice by identifying systemic and scientific thinking as key to developing complex thinking skills. This knowledge enables educators to more effectively adapt teaching strategies and curricular designs, aiming to enhance students’ ability to navigate the complexities of the modern world.
- Financial literacy to develop complex thinking skills: quantitative measurement in mexican women entrepreneurs(Frontiers, 2024-07-03) Bayly Castañeda, Karla Patricia; Ramírez Montoya, María Soledad; Erdély Ruiz, Arturo; Montoya Bayardo, Miguel Angel; https://ror.org/03ayjn504; https://ror.org/01tmp8f25; Kristiawan, MuhammadThe objective of the study was to validate the construction of a financial literacy measurement instrument aligned with complex thinking competencies in Mexican women entrepreneurs. By means of the construct validation method, the content was validated by expert judgment, validation by exploratory and confirmatory factor analysis, as well as internal consistency by means of a pilot test applied to a sample of 189 participants. A highly valid and reliable version was obtained, organized in four dimensions with a total of 23 items. This study examines and estimates the determinants of financial literacy for the first time under the light of complex reasoning.
- Exploring educational simulation platform features for addressing complexity in Industry 4.0: a qualitative analysis of insights from logistics experts(Frontiers, 2024-03-12) Pacheco Velázquez, Ernesto Armando; Rodés Paragarino, Virginia; Márquez Uribe, Alberto; https://ror.org/03ayjn504; https://ror.org/008ms5s18This study explores the transformative impact of Industry 4.0 on industrial operations, emphasizing the integration of advanced technologies like AI, IoT, and Big Data Analytics to enhance process optimization, automation, and connectivity. Despite its potential for efficiency, Industry 4.0 introduces significant complexities, challenging existing operational and decision-making frameworks. Addressing these challenges, the research investigates the role of simulation platforms in logistics, seeking to identify their critical attributes for effective complexity management. It highlights the need for innovative tools in system evaluation, performance measurement, and skill development, aiming to equip the workforce with essential Industry 4.0 competencies. Through qualitative insights from logistics experts, the study aims to offer practical recommendations for educators and industry professionals, contributing to the design and implementation of educational simulations that align with the intricate demands of Industry 4.0 logistics.
- 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.
- Facilitating mathematical competencies development for undergraduate students(Frontiers, 2022-06-02) Ruiz Loza, Sergio; Medina Herrera, Linda Margarita; Molina Espinosa, José Martín; Huesca Juárez, Gilberto; Computer Science Department, Tecnologico de Monterrey, Mexico City, Mexico; Institute for the Future of Education, Tecnologico de Monterrey, Mexico City, Mexico; https://ror.org/03ayjn504In this article we show how to facilitate the development of mathematical skills using 3D surface visualization tools and virtual environments in an online, project-based learning context. The “Lumen” software is presented, which is an ad-hoc solution, designed and developed to visualize and combine mathematical surfaces in 3D, based on their associated equations. Several activities were designed with the use of Lumen, to measure the learning gain and problem-solving skills of the students, obtaining that a mean learning gain of 43% was observed on 242 students on the analysis of the pre- and post-tests for the first monitored activity, while a mean learning gain of 30% was observed on 210 students on the analysis of the second monitored activity. Based on these analyses, we make the point that although remote learning in the context of the COVID-19 pandemic poses difficult challenges for learners and professors, the use of ad-hoc technological applications is an important resource that supports the reinterpretation of the learning process, as it shifts the focus to the development of skills through active learning.