Janet Laane Effron is a data scientist who focuses on the creation of effective learning experiences through iterative processes, data-driven feedback loops, and the application of best practices in instructional design. She has worked on xAPI design projects related to designing for performance outcomes and designing both for and in response to data and analytics. Janet’s areas of interest include text analytics, machine learning, and process improvement. She is also the co-author of Investigating Performance: Design and Outcomes with xAPI.