ATD, association for talent development
5 Models for Data-Driven Learning

TD at Work Guide

5 Models for Data-Driven Learning

By
Loading...
5 Models for Data-Driven Learning
Select option
FormatMemberNon-Member
-
$19.95
-
$19.95
Please see the terms of sale for important information about the use of PDFs.
1
1
Save when you buy in bulk.

Content

Learning designers are no stranger to using models—consider ADDIE, SAM, and Merrill’s First Principles, which are widely implemented in the L&D industry. But a less commonly discussed practice is constructing models that help inform design decisions for the learning solutions we create. In this issue of TD at Work, Kristin Torrence:

Learning designers are no stranger to using models—consider ADDIE, SAM, and Merrill’s First Principles, which are widely implemented in the L&D industry. But a less commonly discussed practice is constructing models that help inform design decisions for the learning solutions we create.In this issue of TD at Work, Kristin Torrence:

  • Content

    Outlines five L&D models

    Outlines five L&D models

  • Content

    Describes how the models facilitate an evidence-based approach to design and assessment

    Describes how the models facilitate an evidence-based approach to design and assessment

  • Content

    Walks readers through how to develop each model in practice

    Walks readers through how to develop each model in practice

  • Content

    Presents case studies for using the models for data-driven decision making

    Presents case studies for using the models for data-driven decision making

Content

The Tools & Resources in this issue are a modeling preparation checklist and a bonus competency model template .

The Tools & Resources in this issue are a modeling preparation checklist and a bonus competency model template.

Content

Book Details

Book Details

  • Content

    ISBN: 9781957157139

    ISBN: 9781957157139

  • Content

    Pages: 20

    Pages: 20

  • Content

    Publication Date: April 2023

    Publication Date: April 2023

  • Content

    Formats: Paperback, PDF

    Formats: Paperback, PDF

  • Content

    Product Code: 252304

    Product Code: 252304

About the Authors

Kristin Torrence

Content

Kristin Torrence is the head of learning engineering at Talespin, where she focuses on applying learning sciences, instructional design, and data science practices to design, instrument, and validate extended reality learning solutions. Her background is in cognitive science, game-based learning, and instructional design. She is particularly interested in the intersection of learning science, extended reality, and learning analytics.

Kristin Torrence is the head of learning engineering at Talespin, where she focuses on applying learning sciences, instructional design, and data science practices to design, instrument, and validate extended reality learning solutions. Her background is in cognitive science, game-basedlearning, and instructional design. She is particularly interested in the intersection of learning science, extended reality, and learning analytics.


Copyright © 2026 ATD

ASTD changed its name to ATD to meet the growing needs of a dynamic, global profession.

Terms of UsePrivacy NoticeCookie Policy