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User experience measurement in design-based research on online educational platforms: contextualization of real-world environments within sustainable development goals for computational thinking
(SAGE Publications, 2025-09-15) Tariq, Rasikh; Ramírez Montoya, María Soledad; Awotwe, Tabbi Wilberforce; Fernández Castro, Verónica; Martínez Reyes, Magally; Novak, Angela
The importance of User Experience Measurement allows understanding how experiences can be optimized to meet functional and emotional needs, complemented with Design-Based Research to scale the redesign of educational platforms, four online educational platforms presented are powered by Artificial Intelligence and educational data mining to offer a tailored learning experience, combining computational thinking with Sustainable Development Goals. We present the analysis of responses of 1,573 users, which yield elements of improvement that will be implemented in the redesign. To measure User Experience of the platform, a nonexperimental quantitative analysis was carried out, using a Feedback survey based on a Likert-scale instrument, measuring perceptions: Emotional impact, Usability, and Satisfaction. The transcendence of this proposal demonstrates good practice in documenting experiences with the redesign of educational platforms that incorporate Artificial Intelligence and data mining, thereby opening a gap in Research on the quality of assessments and scaling of this approach.
A look at sustainability through the lens of the sustainable development goals and education 5.0: A systematic review of the literature
(Journal of Social Studies Education Research, 2025-03-31) Ramírez Montoya, María Soledad; Tariq, Rasikh; Rozo García, Hugo Alexander; Casillas Muñoz, Fidel; Tarman, Bulent
We discuss a new construct called Industry 5.0, which has infiltrated the education sector, enabling us to explore Education 5.0. This concept is based on the use of advanced technologies that enable it to address global issues in contemporary society, many of which are related to sustainability. In line with the above, the aim of this research was to reveal the possible advances that have been made in Education 5.0 and its relationship with Sustainable Development Goals, especially sustainability, to achieve this, a systematic literature review was carried out, analyzing 92 articles from the Web of Science (WoS) and Scopus databases. The analysis was carried out through research questions that allowed the documentary corpus to be explored, organized, and segmented in order to focus on three elements How sustainability has been approached by Education 5.0, the possible challenges it faces in working toward sustainability in the immediate future, and finally, a characterization of the publications. The results take into account that: a) the management of education and its relationship with industry 5.0 seems to be the favorite topic when SDGs are addressed; b) the impact on sustainability for 5.0 technologies is diverse, ranging from facilitating intelligent resource management to refining teaching methods, raising awareness of sustainability, improving collaboration and promoting virtuality; c) SDGs is the topic less addressed in the literature in the margin of Education 5. 0; d) Most of the authors agreed that the main challenge is the widespread adoption of technologies in Education 5.0. The review concludes that the emergence of Education 5.0 introduces technological advances accentuated by a human-centered vision. However, it is urgent that institutions adopt an inquisitiveness about quality education, the achievement of SDGs, and the sustainability of education to amplify sustainable key competencies, such as creativity and human-centered thinking.
Comparison of perceived achievement of complex thinking competency among american, european, and asian university students
(2025) Vázquez Parra, José Carlos; Lis Gutiérrez, Jenny Paola; Henao Rodriguez, Linda Carolina; George Reyes, Carlos Enrique; Tramon Pregnan, Claudia Lorena; Río Urenda, Susana Del; B. Chio, Ma Esther; Tariq, Rasikh
Despite the growing focus of educational institutions on students’ practical abilities beyond theoretical knowledge, the perception that students have of their competencies is crucial for their effective application in professional contexts. Accordingly, this paper reports a study of 435 university students attending ten universities in eight countries in the Americas (Chile, Colombia, Mexico), Asia (Pakistan and the Philippines), and Europe (Spain, Finland, and Serbia). The goal was to measure their perceptions of their achievement of complex thinking competency and its sub-competencies. The intention was to identify how cultural, educational, and socioeconomic differences among countries account for the variances in the students’ self-assessment of competencies, impacting their professional preparedness. The study focused on the competency of complex thinking, considering its critical importance in solving current environmental problems. The analysis employed the non-parametric Brown–Forsythe statistical test and Bonferroni correction, given the non-normality and heteroscedasticity of the data. It was found that (i) there is no statistically significant difference by gender; (ii) there are statistically significant differences in all types of thinking per country, geographical area (continent), and Human Development Index (HDI).

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