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Hii, Puong Koh; Goh, Chin Fei; Rasli, Amran; Tan, Owee Kowang – Knowledge Management & E-Learning, 2022
Multicriteria decision-making (MCDM) techniques have been widely adopted to evaluate the effectiveness of e-learning. However, the literature review has not kept pace with the rapid accumulation of knowledge in this field. This study systematically reviews the MCDM techniques applied in e-learning issues. In total, we reviewed 77 published studies…
Descriptors: Electronic Learning, Instructional Effectiveness, Decision Making, Evaluation
Ley, Tobias; Tammets, Kairit; Pishtari, Gerti; Chejara, Pankaj; Kasepalu, Reet; Khalil, Mohammad; Saar, Merike; Tuvi, Iiris; Väljataga, Terje; Wasson, Barbara – Journal of Computer Assisted Learning, 2023
Background: With increased use of artificial intelligence in the classroom, there is now a need to better understand the complementarity of intelligent learning technology and teachers to produce effective instruction. Objective: The paper reviews the current research on intelligent learning technology designed to make models of student learning…
Descriptors: Artificial Intelligence, Technology Uses in Education, Learning Analytics, Instructional Effectiveness
Dvir, Michal; Ben-Zvi, Dani – Instructional Science: An International Journal of the Learning Sciences, 2023
Estimating and accounting for statistical uncertainty have become essential in today's information age, and crucial for cultivating a sound decision making citizenry. Engaging with statistical uncertainty early on can support the gradual development of uncertainty-related considerations that are often challenging to foster at any age. Statistical…
Descriptors: Learning Processes, Computation, Numeracy, Attitudes
Qiuyu Zheng; Zengzhao Chen; Mengke Wang; Yawen Shi; Shaohui Chen; Zhi Liu – IEEE Transactions on Learning Technologies, 2024
The rationality and the effectiveness of classroom teaching behavior directly influence the quality of classroom instruction. Analyzing teaching behavior intelligently can provide robust data support for teacher development and teaching supervision. By observing verbal and nonverbal behaviors of teachers in the classroom, valuable data on…
Descriptors: Teacher Behavior, Teacher Student Relationship, Verbal Communication, Nonverbal Communication
Davidson, Aylie – Australian Primary Mathematics Classroom, 2022
Effective planning lays the foundations for effective teaching in mathematics (Smith & Stein, 2018). The planning decisions made by teachers are many and varied and ultimately inform what, how and why students learn mathematics (Kilpatrick et al., 2001). Critically, these decisions affect students' opportunities to engage with mathematics in…
Descriptors: Models, Mathematics Instruction, Teaching Methods, Instructional Effectiveness
Hoffenson, Steven; Fay, Brendan – Advances in Engineering Education, 2021
In product design, there is often a disconnect between the engineers creating the product and the marketing team determining the best characteristics for the product. The research areas of "design for market systems" and "decision-based design" seek to bridge that disconnect through quantitative approaches that facilitate…
Descriptors: Engineering Education, Marketing, Decision Making, Design
Fischer, Christian; Pardos, Zachary A.; Baker, Ryan Shaun; Williams, Joseph Jay; Smyth, Padhraic; Yu, Renzhe; Slater, Stefan; Baker, Rachel; Warschauer, Mark – Review of Research in Education, 2020
The emergence of big data in educational contexts has led to new data-driven approaches to support informed decision making and efforts to improve educational effectiveness. Digital traces of student behavior promise more scalable and finer-grained understanding and support of learning processes, which were previously too costly to obtain with…
Descriptors: Data Analysis, Data Collection, Decision Making, Instructional Effectiveness
McIver, Derrick; Fitzsimmons, Stacey; Flanagan, David – Journal of Management Education, 2016
Decisions about instructional methods are becoming more complex, with options ranging from problem sets to experiential service-learning projects. However, instructors not trained in instructional design may make these important decisions based on convenience, comfort, or trends. Instead, this article draws on the knowledge management literature…
Descriptors: Instructional Design, Knowledge Management, Teaching Methods, Decision Making
Baker, David Scott; Underwood, James, III; Thakur, Ramendra – Marketing Education Review, 2017
This study aimed to establish a pedagogical positioning of a business marketing simulation as a grounded learning teaching tool and empirically assess the dimensions of cognitive absorption related to grounded learning effectiveness in an iterative business simulation environment. The method/design and sample consisted of a field study survey…
Descriptors: Marketing, Simulation, Predictor Variables, Instructional Effectiveness
Wong, Rose – Journal of Social Work Education, 2017
This article adds to the growing body of literature on the use of evidence-based practice (EBP) in social work. Specifically, it examines a 9-hour EBP educational model designed to prepare MSW students for appropriate decision-making strategies in working with multicultural client populations. The model places emphasis on identification and…
Descriptors: Social Work, Professional Education, Advanced Courses, Evidence Based Practice
Parkavi, A.; Lakshmi, K.; Srinivasa, K. G. – Educational Research and Reviews, 2017
Data analysis techniques can be used to analyze the pattern of data in different fields. Based on the analysis' results, it is recommended that suggestions be provided to decision making authorities. The data mining techniques can be used in educational domain to improve the outcome of the educational sectors. The authors carried out this research…
Descriptors: Data Analysis, Educational Research, Goodness of Fit, Decision Making
Dalziel, James; Conole, Grainne; Wills, Sandra; Walker, Simon; Bennett, Sue; Dobozy, Eva; Cameron, Leanne; Badilescu-Buga, Emil; Bower, Matt – Journal of Interactive Media in Education, 2016
The Larnaca Declaration on Learning Design arose from a 2012 meeting of experts in Larnaca, Cyprus who sought to provide a new theoretical foundation for the field of Learning Design, based on a synthesis of research and practice in the field to date. It begins by acknowledging the vast benefits that would arise from wider sharing of effective…
Descriptors: Foreign Countries, Instructional Design, Instructional Effectiveness, Educational Practices
Hancock, Sean C. – ProQuest LLC, 2013
In response to the continued reduction in higher education funding at the state and federal levels, educational administrators at both public and private institutions have had to reduce the number of course offerings, resulting in layoffs of those faculty members who do not meet regulated degree requirements for enough courses to retain their…
Descriptors: Student Attitudes, Pedagogical Content Knowledge, Teacher Effectiveness, Models
Damgaard, Mette Trier; Nielsen, Helena Skyt – European Commission, 2017
Globalisation and rapid technological progress have increased the focus on efficient investment in high-quality skills across the European Union (EU) countries. One issue that is high on the political agenda is the persistent underachievement among youths in many European countries meaning that approximately 20 percent of Europe's 15 year olds…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Secondary School Students
Avsec, Stanislav; Kocijancic, Slavko – Educational Technology & Society, 2016
Individual aptitude, attitudes, and behavior in inquiry-based learning (IBL) settings may affect work and learning performance outcomes during activities using different technologies. To encourage multifaceted learning, factors in IBL settings must be statistically significant and effective, and not cognitively or psychomotor intensive. We…
Descriptors: Path Analysis, Teaching Methods, Problem Solving, Course Content