Using data (analytics and analysis) to guide (e)teaching and (e)learning (updated)
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Using data from online and traditional class and learning settings, analytics can provide information on student engagement, milestones, and learning outcomes to guide teaching and learning. Analytics can analyze data from assessments and evaluations to inform learning design and outcomes for students, faculty, and administration. Data and learning analytics can track online and class activities and behaviors like participation, attendance, and outcomes to evaluate programs.
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Using data (analytics and analysis) to guide (e)teaching and (e)learning (updated)
- 1. Using data (analytics/analysis) to guide (e)Teaching and (e)Learning Analytics Information on learning pathway engagement, milestones From both Online AND Traditional Class and Learning/training settings Assessment Information on learning outcomes Analysis and Evaluation Guided and Informed by Learning design Learning outcomes Frank JR, Snell LS, Cate OT, Holmboe ES, Carraccio C, Swing SR, Harris P, Glasgow NJ, Campbell C, Dath D, Harden RM, Iobst W, Long DM, Mungroo R, Richardson DL, Sherbino J, Silver I, Taber S, Talbot M, Harris KA. Competency-based medical education: theory to practice. Med Teach. 2010;32(8):638-45. doi: 10.3109/0142159X.2010.501190. Lori Lockyer, Elizabeth Heathcote, Shane Dawson. Informing Pedagogical Action - Aligning Learning Analytics with Learning Design. American Behavioral Scientist Vol 57, Issue 10, pp. 1439 - 1459 “Assessment Drives Student Learning” George E Miller Poh-Sun Goh 2nd draft on 24 October 2017 @ 0416am Why before How Why Now For Whom When and Where How Students spending more time online On Mobile devices (especially workplace) Students - how well am I doing? Faculty - to curate, create, customise content + learning pathway(s) Administration - evaluation of program One off, for course and program Before, during and after class Each learning, training session, setting Data and Learning analytics Track online (and class) activities and behaviour Participation, attendance, attention, presence What is role of textbooks? Online resources? Websites? Apps? Edubots? Intermediate and final learning outcomes Notes Q and A Participation on discussion (forums) Notes Draft assignments Submitted individual and group assignments Projects Performance tests Skills testing Transfer to workplace Undergraduate through Postgraduate and Lifelong Learning Blending and Flipping, Online and Face to Face Formal learning (online/traditional/blended), Informal Learning, Performance Support Active, Constructive, Collaborative, Contextual, Reflective Learning (Activities)