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Towards Data-Informed Teaching Practice: A Model for Integrating Analytics with Teacher Inquiry
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Saar, Merike; Rodríguez-Triana, María Jesús; Prieto, Luis P. – Journal of Learning Analytics, 2022
Data-informed decision-making in teachers' practice, now recommended by different teacher inquiry models and policy documents, implies deep practice change for many teachers. However, not much is known about how teachers perceive the different steps that analytics-informed teacher inquiry entails. This paper presents the results of a study into…
Descriptors: Learning Analytics, Evidence Based Practice, Data, Decision Making
Teacher Data Use and Student Learning: Insights from a NSW Catholic School System
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Rosemary Vellar; Boris Handal; Sean Kearney; Chris Forlin – Issues in Educational Research, 2024
Evidence based decision making is essential for enabling improved student learning. Teacher motivations and beliefs about the types and use of data are critical determinants of decision making. Our research explored the types of data teachers use and consider valuable when measuring improvement in student learning. Findings from 294 teachers from…
Descriptors: Catholic Schools, Elementary Secondary Education, Learning Analytics, Student Needs
Examining the Impacts of Building a Professional Learning Community in an Internationalized Middle School in China
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David Alexander – ProQuest LLC, 2024
This action research project aimed to introduce and examine the impact of Professional Learning Communities (PLCs), the Meeting Wise Process, and the Data Wise Process on teaching practices at a Chinese middle school. PLCs, a collaborative model for continuous professional development, have been widely adopted in various educational contexts but…
Descriptors: Foreign Countries, Communities of Practice, Teaching Methods, Teacher Collaboration
From Data to Action: Faculty Experiences with a University-Designed Learning Analytics System
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Julia Fuller; Anissa Lokey-Vega – International Journal on E-Learning, 2024
This case study reviews the implementation of a learning analytics (LA) system at a large southeastern university. The LA system uses cloud computing to automate data collection and distribution, providing faculty with insights into student performance and engagement. The system includes weekly alert emails and dashboards offering detailed…
Descriptors: Learning Analytics, Learning Management Systems, Universities, College Faculty
Is New Zealand's Higher Education Sector Ready to Employ Analytics Initiatives to Enhance Its Decision-Making Process?
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Mahroeian, Hamid; Daniel, Ben – International Journal of Artificial Intelligence in Education, 2021
Interest in the use of analytics to support evidence-based decision-making in higher education is relatively a new phenomenon. The available research suggests that analytics can enhance an institution's ability to make evidence-based informed decisions that foster growth and increased productivity. The present study explored how institutions of…
Descriptors: Foreign Countries, Higher Education, Decision Making, Learning Analytics
An Application of the Learning Science Evaluation Checklist: Use Case Report. Science of Learning and Readiness (SoLaR)
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Craig, Scotty D. – Advanced Distributed Learning Initiative, 2021
The dynamic and high-stakes nature of education and training requires reliance on evidence-based practices and policies to make decisions about technology adoption and implementation. In the report, "Science of Learning and Readiness (SoLaR) Recommendation Report: Science of Learning Practices for Distributed Online Environments"…
Descriptors: Science Education, Learning Readiness, Evidence Based Practice, Check Lists