Build a Learning Data DREAM TEAM

Data and analytics for corporate learning-or more simply, learning analytics-is a subset of people analytics that taps into the power of data to optimize learning, workforce development, collaboration, and business results. [...]of where your L&D team is in its analytics maturity, to implement a...

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Bibliographic Details
Published inTalent Development Vol. 78; no. 7; pp. 22 - 27
Main Authors Torrance, Megan, Lin, Eddie, Goodell, Jim
Format Trade Publication Article
LanguageEnglish
Published Alexandria Association for Talent Development 01.07.2024
Subjects
Artificial intelligence
Communities of Practice
Data science
Data Use
Educational objectives
Educational Technology
Ethics
Holistic Approach
Information literacy
Infrastructure
Instructional design
Instructional Effectiveness
Labor Force Development
Learning Activities
Learning analytics
Learning Experience
Learning Management Systems
Literacy
Machine learning
Outcome Measures
Outcomes of Education
Performance evaluation
Scientists
Skills
Statistical Analysis
Statistical Data
Talent Development
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Summary:Data and analytics for corporate learning-or more simply, learning analytics-is a subset of people analytics that taps into the power of data to optimize learning, workforce development, collaboration, and business results. [...]of where your L&D team is in its analytics maturity, to implement an effective strategy, bring together the team's skills; the organization's data infrastructure, statistics, and data science; and relationships with other functions and outside vendors. (Instrumentation is the method for deciding what data to collect and then developing any necessary additional hardware, software, or processes for that data collection.) The learning designer's role is to hold learners' needs at the center, as well as to help the rest of the team understand the data's nuances. The administrator of the learning technology ecosystem-such as the learning management system, learning experience platform, learning record store, and various other content authoring and delivery tools-is an important role on the team because the integration of all the tools is necessary to quickly providing clean, relevant data for analysis.
ISSN:2374-0663
2374-0671