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Redefining Workplace Learning Analytics

Redefining Workplace Learning Analytics

34mAdvanced2020-04-16

Authors

Stella Lee

Stella Lee

Elearning Strategist, Speaker, Writer

Course details

Is your learning organization leveraging the power of data? Companies have long been evaluating the success of their L&D programs, but with the advent of big data and elearning, and a renewed emphasis on user experience, learning analytics is entering a new era. This course redefines learning analytics for the digital age. Dr. Stella Lee reviews the current landscape of learning analytics and discusses the ethical ramifications of using big data to inform your learning and development strategy. She also compares different learning analytics applications and methods, and peers into the future of learning analytics. By the end of this course, you will have a deeper understanding of how to use learning analytics to find new insights for your organization.

Topics include:
Define learning analytics and describe its utility.
Describe the current state of analytics in workplace learning.
List and define basic concepts in big data.
Identify ethical concerns in learning analytics and describe their importance.
Describe how best to begin using learning analytics.
Identify strategies for avoiding pitfalls in the application of learning analytics.

Skills covered

Educational TechnologyLearning and DevelopmentTraining and EducationHuman ResourcesFoundations

Concepts

0. Introduction

  • 01 - Redefining workplace learning analytics

1. Introduction to Learning Analytics

  • 02 - What are learning analytics
  • 03 - What's driving the emergence of learning analytics
  • 04 - The current landscape of learning analytics

2. Data Ethics

  • 05 - Big data and learning analytics
  • 06 - What is data ethics
  • 07 - Guidelines on ethical use of learner data

3. From Data to Insights

  • 08 - Where to begin - Applying learning analytics
  • 09 - Benefits, challenges, and mitigations of learning analytics
  • 10 - The future of learning analytics

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