CLAADSS
CLAADSS is open-source decision support software for clinical learning analytics. It helps instructors and administrators analyze student data to improve courses and curriculum.
opensource
decision-support
clinical-learning
analytics
student-data
improve-courses
improve-curriculum
CLAADSS: Open-Source Decision Support Software for Clinical Learning Analytics
CLAADSS is open-source decision support software for clinical learning analytics. It helps instructors and administrators analyze student data to improve courses and curriculum.
What is CLAADSS?
CLAADSS (Clinical Learning Analytics Application for Decision Support Software) is an open-source web application designed to support data-driven decision making in health professions education. It allows instructors, curriculum designers, and program administrators to easily visualize and analyze student data from their learning management system or other sources.
CLAADSS provides interactive dashboards and reports to gain insights into various aspects of student performance, engagement, at-risk statuses, and more. Some key features include:
- Automated early alert system to identify struggling students
- Comparison reports of student cohorts over time
- Analysis of assessment scores, resource usage, online activity etc.
- User-friendly filters to drill down into specific student groups, courses etc.
- Customizable dashboards for different stakeholder needs
- Exportable tables and charts
By aggregating and simplifying complex learning analytics data, CLAADSS enables educators and administrators to efficiently monitor student learning processes and outcomes. They can then use these data insights to continually refine and improve their education programs, teaching practices, student support mechanisms and curriculum design.
As an open-source solution, CLAADSS can be downloaded, installed and configured by any health professions school to suit their own learning data environment and analytical needs.
CLAADSS Features
Features
- Visualize student data through interactive dashboards
- Analyze student performance trends over time
- Identify at-risk students based on engagement and grades
- Provide feedback to instructors on course effectiveness
- Integrate with learning management systems like Canvas and Blackboard
- Customizable to institutional needs and priorities
Pricing
- Open Source
Pros
Free and open source
User-friendly dashboards
Customizable analytics and reporting
Identifies at-risk students
Improves teaching and curriculum
Cons
Requires technical expertise to set up and maintain
Limited documentation and support
Data quality dependent on source systems
May require additional data infrastructure
Official Links
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