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Towards Teaching Analytics: A Contextual Model for Analysis of Students' Evaluation of Teaching through Text Mining and Machine Learning Classification
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Okoye, Kingsley; Arrona-Palacios, Arturo; Camacho-Zuñiga, Claudia; Achem, Joaquín Alejandro Guerra; Escamilla, Jose; Hosseini, Samira – Education and Information Technologies, 2022
Recent trends in "educational technology" have led to emergence of methods such as teaching analytics (TA) in understanding and management of the teaching-learning processes. Didactically, "teaching analytics" is one of the promising and emerging methods within the Education domain that have proved to be useful, towards…
Descriptors: Learning Analytics, Student Evaluation of Teacher Performance, Information Retrieval, Educational Technology
Impact of Digital Technologies upon Teaching and Learning in Higher Education in Latin America: An Outlook on the Reach, Barriers, and Bottlenecks
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Okoye, Kingsley; Hussein, Haruna; Arrona-Palacios, Arturo; Quintero, Héctor Nahún; Ortega, Luis Omar Peña; Sanchez, Angela Lopez; Ortiz, Elena Arias; Escamilla, Jose; Hosseini, Samira – Education and Information Technologies, 2023
Digital technology and literacy can heighten the transformation of teaching and learning in higher education institutions (HEIs). This study uncovers the extent to which "digital technologies" have been used to advance the teaching and learning process in HEIs, and the barriers and bottlenecks to why it may not have been effectively…
Descriptors: Educational Technology, Technology Uses in Education, Digital Literacy, Higher Education
Technology-Mediated Teaching and Learning Process: A Conceptual Study of Educators' Response amidst the COVID-19 Pandemic
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Okoye, Kingsley; Rodriguez-Tort, Jorge Alfonso; Escamilla, Jose; Hosseini, Samira – Education and Information Technologies, 2021
The COVID-19 pandemic has disrupted many areas of the human and organizational ventures worldwide. This includes new innovative technologies and strategies being developed by educators to foster the rapid learning-recovery and reinstatement of the stakeholders (e.g., teachers and students). Indeed, the main challenge for educators has been on what…
Descriptors: COVID-19, Pandemics, Technology Uses in Education, Online Courses
Impact of Students Evaluation of Teaching: A Text Analysis of the Teachers' Qualities by Gender
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Okoye, Kingsley; Arrona-Palacios, Arturo; Camacho-Zuñiga, Claudia; Hammout, Nisrine; Nakamura, Emilia Luttmann; Escamilla, Jose; Hosseini, Samira – International Journal of Educational Technology in Higher Education, 2020
Today, modern educational models are concerned with the development of the teacher-student experience and the potential opportunities it presents. User-centric analyses are useful both in terms of the socio-technical perspective on data usage within the educational domain and the positive impact that data-driven methods have. Moreover, the use of…
Descriptors: Data Collection, Data Analysis, Student Attitudes, Student Evaluation of Teacher Performance