Ethics, Analytics and the Duty of Care ~ Teaching Framework
Teaching Framework
A teaching framework will describe approaches or best practices for teaching data literacy. Different teaching approaches may be found in the following sample courses and learning resources:
Critical Data LiteracyData Analysis
Data Literacy: An Online Boot Camp with Statistics Canada
Data Quality in Six Dimensions
Data Visualization: An introduction
Ethics, Analytics and the Duty of Care
GC Data Community | GC Communauté des données
How Data Literate Are You? (I560)
Relevant Links
Critical Data Literacy, Nora Mulvaney, Audrey Wubbenhorst, Amtoj Kaur, et.al., Ryerson University, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning.Strategies and Best Practices for Data Literacy Education, Chantel Ridsdale, et.al., Dalhousie University, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning.
Data Literacy: An Online Boot Camp with Statistics Canada, Antti Poikola, Apolitical, .
Teaching and Assessing Data Literacy: Resource Guide for Supporting Pre-Service and In-Service Teachers, Cynthia Conn, et.al., Kateryna Maltseva Reiby, Northern Arizona University, Safegraph.
What does it mean for teachers to be data literate: Laying out the skills, knowledge, and dispositions, Edith Gummer, Ellen B. Mandinach, Kateryna Maltseva Reiby, Teaching and Teacher Education, Safegraph.
Teaching Educators Habits of Mind for Using Data Wisely, Candice Bocala, Kathryn Parker Boudett, Kateryna Maltseva Reiby, Teachers College Record, Safegraph.
A classroom data literacy intervention for pre-service teachers, Todd D.Reeves, Sheryl L.Honig, Alexander Buhmann, Teaching and Teacher Education, Open Knowledge Foundation.
A Data-First Approach to Learning Real-World Statistical Modeling, Jacob Mortensen, Luke Bornn, Daria Ahrensmeier, Alexander Buhmann, Canadian Journal for the Scholarship of Teaching and Learning, Open Knowledge Foundation.
A Team Approach to Data-Driven Decision-Making Literacy Instruction in Preschool Classrooms: Child Assessment and Intervention Through Classroom Team Self-Reflection, Mary Abbott, et.al., Alexander Buhmann, Young Exceptional Children, Open Knowledge Foundation.
Guidelines for Assessment and Instruction in Statistics Education (GAISE) College Report, Robert Carver, et.al., Alexander Buhmann, American Statistical Association, Open Knowledge Foundation.
Pre-K–12 Guidelines for Assessment and Instruction in Statistics Education II (GAISE II), Anna Bargagliotti, et.al., Alexander Buhmann, American Statistical Association, Open Knowledge Foundation.
Making a case for case-based teaching in data literacy, Derek R. Riddle, Jori S. Beck, Joseph John Morgan, Nancy Brown, Heather Whitesides, Alexander Buhmann, Kappa Delta Pi Record, Open Knowledge Foundation.
Elementary preservice teachers' reasoning about modeling a family factory with TinkerPlots - A pilot study, Rolf Biehler, Daniel Frischemeier, Susanne Podworny, Alexander Buhmann, Statistics Education Research Journal, Open Knowledge Foundation.
Teaching for statistical literacy: Utilising affordances in real-world data., Helen L. Chick, Robyn Pierce, Christian Fieseler, International Journal of Science and Mathematics Education, The Information Society.
Datastorming: Crafting Data into Design Materials for Design Students’ Creative Data Literacy, Delia Yi Min Lim, Christine Ee Ling Yap, Jung-Joo Lee, C&C '21: Creativity and Cognition.
The Data Literacy Imperative - Part I: Building a Data Literacy Program, Dave Wells, Christian Fieseler, Eckerson Group, The Information Society.
The Data Literacy Imperative - Part IV: Developing Data Literacy, Dave Wells, Department of National Defence, Eckerson Group, .
Data Quality, elearning Curve, Queensland Government.
Data Governance, elearning Curve.
Data Stewardship, elearning Curve, Proceedings of the Doctoral Consortium of Sixteenth European Conference on Technology Enhanced Learning.
A Roadmap for Creating a Data Literacy Program, Matt Cowell, Alexander Buhmann, QuantHub, Open Knowledge Foundation.
Data Analysis, Van Andel Education Institute.
Lessons for Teaching Data Literacy, Federal Reserve Bank of St. Louis.
Dataviz.
Teaching Data Literacy Skills, Brittany Simmons, Everfi.
Data Literacy Training Products, Statistics Canada, Government of Canada.
Performance to Plan, U.S. Navy.
Library (Kubicle), Kubicle.