Artículo
Permanent URI for this collectionhttps://hdl.handle.net/11285/345284
Artículo científico o editorial en una publicación periódica académica sujeto a revisión de pares. Cumple con los índices internacionales o bases de datos de amplia cobertura, como el listado del Current Contents, ISI WEB of Knowledge (http://isiknowledge.com/) e índice de revistas mexicanas de CONACYT (www.conacyt.mx/dac/revistas). Éstos indizan y resumen los artículos de revistas seleccionadas, en todas las áreas del saber.
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- MAICC model: development of complex thinking through citizen science project evaluation(Frontiers, 2024-08-30) Olivo Montaño, Pamela Geraldine; Sanabria Zepeda, Jorge Carlos; Molina Espinosa, José Martín; Quintero Gámez, Lorena; Velarde Camaqui, Davis; Sánchez Salgado, Lisset Abril; Gonzalez Mendoza, Miguel; Breda, Adriana; Morales Maure, Luisa; Álvarez Icaza Longoria, Inés; Tecnologico de Monterrey; https://ror.org/03ayjn504; https://ror.org/021018s57; https://ror.org/0070j0q91; Montoya, Miguel AAs traditional education systems struggle to keep up with technological advances, incorporating open science into Education 5.0 is critical to addressing student skills gaps. In this study, the MAICC model is introduced, a tool designed to foster complex thinking in higher education students through the evaluation of citizen science projects. It integrates research-based learning and service learning, and helps develop critical and reflective skills by applying them to real-life settings. To assess student engagement and skills development, a mixed methods approach combining qualitative and quantitative analysis was used. Findings indicate that the MAICC model promotes complex thinking, enhances critical thinking through citizen science project evaluation, and features an emphasis on citizen science and educational technology. Discussion highlights citizen science’s important role in education and suggests future research exploring its wider application across disciplines and contexts to enhance 21st century skills.
- 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.

