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Anzola, David; García-Díaz, César – International Journal of Social Research Methodology, 2023
Researchers have become increasingly interested in the potential use of agent-based modelling for the prediction of social phenomena, motivated by the desire, first, to further cement the method's scientific status and, second, to participate in other scenarios, particularly in the aid of decision-making. This article contributes to the current…
Descriptors: Prediction, Models, Computation, Social Sciences
Hong, Quan Nha; Bangpan, Mukdarut; Stansfield, Claire; Kneale, Dylan; O'Mara-Eves, Alison; Grootel, Leonie; Thomas, James – Research Synthesis Methods, 2022
Reviewing complex interventions is challenging because they include many elements that can interact dynamically in a nonlinear manner. A systems perspective offers a way of thinking to help understand complex issues, but its application in evidence synthesis is not established. The aim of this project was to understand how and why systems…
Descriptors: Intervention, Systems Approach, Evidence, Synthesis
Stefaniak, Jill; Xu, Meimei – TechTrends: Linking Research and Practice to Improve Learning, 2020
The majority of instructional design models have directed focus on instructional design activities such as analysis, design, development, implementation, and evaluation. Criticisms regarding instructional design models have suggested that the use of these models provides instructional designers with a limited view of the design environment. This…
Descriptors: Models, Instructional Design, Criticism, Correlation
Seyedahmad Rahimi; Russell Almond; Andrea Ramírez-Salgado; Christine Wusylko; Lauren Weisberg; Yukyeong Song; Jie Lu; Ted Myers; Bowen Wang; Xiaomaon Wang; Marc Francois; Jennifer Moses; Eric Wright – Journal of Computer Assisted Learning, 2024
Background: Stealth assessment is a learning analytics method, which leverages the collection and analysis of learners' interaction data to make real-time inferences about their learning. Employed in digital learning environments, stealth assessment helps researchers, educators, and teachers evaluate learners' competencies and customize the…
Descriptors: Competence, Models, Research Methodology, Research Design
Shearer, Rick L.; Yu, Junxiu; Peng, Xinyun – Learning: Research and Practice, 2021
Within the fields of learning design, instructional systems and educational psychology, cognitive load has been discussed and debated for a number of years. The impact of course designs on learning process is still questioned, and how we learn continues to be an intriguing question. The fields of working memory (WM) and cognitive load (CL) have…
Descriptors: Cognitive Processes, Difficulty Level, Short Term Memory, Systems Approach
Bowers, Jonathan; Eidin, Emanuel; Damelin, Daniel; McIntyre, Cynthia – Science Teacher, 2022
The COVID-19 crisis has demonstrated the importance of being able to understand complex computational models for everyday life. To make sense of the evolving predictive models of the COVID-19 pandemic, global citizens need to have a firm grasp of both systems thinking (ST) and computational thinking (CT). ST is the ability to understand a problem…
Descriptors: Computation, Thinking Skills, Models, Systems Approach
Sarid, Ariel – Cambridge Journal of Education, 2022
The study of educational effectiveness has become increasingly complex. Alongside methodological advancements in the investigation and measurement of educational effectiveness, meta-analyses conducted by leading researchers have shown that the field has been suffering from a significant lack of theory or from a weak theoretical basis. The present…
Descriptors: School Effectiveness, Design, Communities of Practice, Educational Theories
Donald J. Peurach; Maxwell M. Yurkofsky; Naomi L. Blaushild; Daniella Hall Sutherland; James P. Spillane – Grantee Submission, 2020
Public school districts have been operating under a decade's long press to move beyond functioning as engines of access-oriented mass public schooling to functioning as instructionally focused education systems pursuing educational excellence and equity. This press has researchers developing analytic frameworks useful for examining different ways…
Descriptors: Public Schools, School Districts, Educational Research, Research Design
Donald J. Peurach; Maxwell M. Yurkofsky; Naomi Blaushild; Daniella Hall Sutherland; James P. Spillane – Peabody Journal of Education, 2020
Public school districts have been operating under a decade's long press to move beyond functioning as engines of access-oriented mass public schooling to functioning as instructionally focused education systems pursuing educational excellence and equity. This press has researchers developing analytic frameworks useful for examining different ways…
Descriptors: Public Schools, School Districts, Educational Research, Research Design
OECD Publishing, 2022
Across the OECD, enormous effort and investment has been made to reinforce the quality, production and use of education research in policy and practice. Despite this, using research in education remains a challenge for many countries and systems. The OECD launched the Strengthening the Impact of Education Research project to respond to this…
Descriptors: Educational Research, Educational Policy, Educational Practices, Theory Practice Relationship
Dyson, Bronwen – Second Language Research, 2023
This article enters the debate about the complex and dynamical nature of second language acquisition (SLA) by discussing and commenting on Pallotti's critique of Complex Dynamic Systems Theory (CDST). Pallotti's critique brings to the fore the argument that, due to its anti-reductionist stance, CDST research fails to observe three fundamental…
Descriptors: Second Language Learning, Language Processing, Linguistic Theory, Language Research
Howard, Sarah K.; Thompson, Kate; Yang, Jie; Ma, Jun – British Journal of Educational Technology, 2019
There has been extensive investigation into factors affecting digital technology integration in learning and teaching, but the complexity of integration continues to elude understanding. Thus, questions about how digital technologies can be best used to support learning persist. This paper argues that methods designed to address complex systems…
Descriptors: Technology Integration, Systems Approach, Instructional Design, Student Experience
Parekh, Priyanka; Gee, Elisabeth; Tran, Kelly; Aguilera, Earl; Pérez Cortés, Luis E.; Kessner, Taylor; Siyahhan, Sinem – International Journal of Science Education, 2021
Framing, implementing, and engaging youth in authentic scientific inquiry are highly valued in science education; however, we have very limited knowledge of the nature and use of tools that accomplish these. Therefore, we proposed that board game design is a meaningful tool for engaging youth in understanding environmental issues. We reported…
Descriptors: Environmental Education, Water Pollution, Scientific Literacy, Game Based Learning
HajiAbedi, Sedigheh; Eslami, Hossein; Afshani, SeyedAlireza; Pourkarimi, Javad – Journal of Educational Psychology - Propositos y Representaciones, 2020
The purpose of this research is to design an educational effectiveness model for the employees of the selected organization with a system dynamics approach in Iran. In order to achieve the research goal, a sequential mixed method has been used, which includes two qualitative and quantitative parts. In the qualitative part of the research,…
Descriptors: Program Effectiveness, Employees, Systems Approach, Models
Croxton, Rebecca A.; Chow, Anthony S. – Quarterly Review of Distance Education, 2015
This article presents a case study of how systems thinking and the instructional systems design ADDIE (analysis, design, development, implementation, and assessment) model were used to design and develop one of the first MOOCs at a mid-sized university in the southeastern United States. Contemporary issues surrounding MOOCs at both the macro…
Descriptors: Case Studies, Online Courses, Systems Approach, Instructional Systems