Training Industry Magazine - July/August 2020 - 41

percentages from all five studies
results in an average of 60%.

the
2| See
their job.

To further highlight the magnitude
of the problem, consider the effect
scrap learning has on time and money.
According to the 2018 ATD State of the
Industry research report, the average
per employee organization training
expenditure in 2018 was $1299, and
the average number of training hours
consumed per employee was 34. Table
1 shows how much scrap learning costs
the average organization.

the program as something
3| View
that will enhance their career.

How to Combat
Scrap Learning

personally motivated to use the
5| Are
new information.

A possible new solution to combat
scrap learning is predictive learning
analytics™ (PLA). PLA provides L&D
professionals with a systematic and
credible process for optimizing the
value of corporate L&D investments by
measuring and monitoring the amount
of scrap learning associated. Unlike
other training transfer solutions, which
focus almost exclusively on training
delivery and design, PLA provides a
holistic approach to increasing training
transfer. The methodology is founded
on three research-based training
transfer components and 12 researchbased training transfer factors.

Learning Program Design
LEARNERS:

1| Acquire new information.

program as relevant to

improvement in a critical
4| See
department business metric if new
information is applied.

Learner Attributes

an immediate opportunity to
12| Have
use the new information learned.

Predictive Learning
Analytics Methodology
The PLA methodology consists of three
phases and nine steps, and it provides
L&D professionals with insight on
actions required to maximize training
transfer (see Figure 1 on page 43).

LEARNERS:

confident in their ability to apply
6| Are
the new knowledge learned.
on lessons learned and how
7| Reflect
they can improve their performance.
the program as an opportunity
8| View
to learn new things.

Learner Work Environment
LEARNERS:
actively engaged by
9| Are
manager before attending

their
the
training to discuss how the program
will improve their performance.

actively engaged
10| Are
manager post-program

by their
regarding
how learning will be applied.

11| Are supported by colleagues.

Phase 1 | Data Collection and Analysis
The objective of Phase 1 is to identify
the underlying causes of scrap learning
associated with a training program.
During this phase, five specific data
sets are identified. Two of these are
predictive, and three are data driven.
The two predictive data sets pinpoint
include:
›	 Which participants are most and least
likely to apply what they learned back
on the job.

T R A I N I N G I N DUSTR Y MAGAZ INE -DATA FLUENCY IN LEARNI NG 2 02 0 I WWW. T RAI NINGINDU S T RY . C OM/ MAGAZ I NE

| 41


https://www.trainingindustry.com/magazine https://www.trainingindustry.com/magazine

Training Industry Magazine - July/August 2020

Table of Contents for the Digital Edition of Training Industry Magazine - July/August 2020

Learning Fluency Across the Business
Table of Contents
Learning Transcendence: Preparing for Crisis
Learning Data: Fact or Fallacy?
Learning: The Ultimate Business Continuity Strategy
Data Fluency and Your Highest Probability of Success
Building the Case for Impact Investigation
Using Analytics to Prioritize Leadership Development Initiatives
How Do We Measure Our D&I Efforts?
Data Science: How It Makes L&D Integral to Business Success
Measuring the Impact of a Bad Boss
Filling in the Gaps: The Most Important Data and Analytics Capabilities for Today's Companies
Pinpointing the Underlying Causes of Scrap Learning
Data-Driven Practices for Content Development
Redesigning a Highly Technical Instructor-led Training Course to a Computer-Based Training: How to be Accurate and Engaging
Developing eLearning for a Global Audience: Cultural Considerations
Building Data Fluency in L&D: A Quick Guide
Identifying Training Solutions to Business Problems Based on Data Fluency
Does It Take a Pandemic for Employees to Make Time for Learning?
Supporting Workers Displaced by COVID-19 and Building an Equitable Workforce
Company News
Training Industry Magazine - July/August 2020 - Intro
Training Industry Magazine - July/August 2020 - 1
Training Industry Magazine - July/August 2020 - 2
Training Industry Magazine - July/August 2020 - Learning Fluency Across the Business
Training Industry Magazine - July/August 2020 - 4
Training Industry Magazine - July/August 2020 - Table of Contents
Training Industry Magazine - July/August 2020 - 6
Training Industry Magazine - July/August 2020 - 7
Training Industry Magazine - July/August 2020 - Learning Transcendence: Preparing for Crisis
Training Industry Magazine - July/August 2020 - 9
Training Industry Magazine - July/August 2020 - 10
Training Industry Magazine - July/August 2020 - 11
Training Industry Magazine - July/August 2020 - 12
Training Industry Magazine - July/August 2020 - Learning Data: Fact or Fallacy?
Training Industry Magazine - July/August 2020 - 14
Training Industry Magazine - July/August 2020 - Learning: The Ultimate Business Continuity Strategy
Training Industry Magazine - July/August 2020 - 16
Training Industry Magazine - July/August 2020 - Data Fluency and Your Highest Probability of Success
Training Industry Magazine - July/August 2020 - Building the Case for Impact Investigation
Training Industry Magazine - July/August 2020 - 19
Training Industry Magazine - July/August 2020 - 20
Training Industry Magazine - July/August 2020 - 21
Training Industry Magazine - July/August 2020 - 22
Training Industry Magazine - July/August 2020 - Using Analytics to Prioritize Leadership Development Initiatives
Training Industry Magazine - July/August 2020 - 24
Training Industry Magazine - July/August 2020 - 25
Training Industry Magazine - July/August 2020 - How Do We Measure Our D&I Efforts?
Training Industry Magazine - July/August 2020 - 27
Training Industry Magazine - July/August 2020 - 28
Training Industry Magazine - July/August 2020 - 29
Training Industry Magazine - July/August 2020 - Data Science: How It Makes L&D Integral to Business Success
Training Industry Magazine - July/August 2020 - 31
Training Industry Magazine - July/August 2020 - 32
Training Industry Magazine - July/August 2020 - 33
Training Industry Magazine - July/August 2020 - Measuring the Impact of a Bad Boss
Training Industry Magazine - July/August 2020 - 35
Training Industry Magazine - July/August 2020 - 36
Training Industry Magazine - July/August 2020 - 37
Training Industry Magazine - July/August 2020 - Filling in the Gaps: The Most Important Data and Analytics Capabilities for Today's Companies
Training Industry Magazine - July/August 2020 - 39
Training Industry Magazine - July/August 2020 - Pinpointing the Underlying Causes of Scrap Learning
Training Industry Magazine - July/August 2020 - 41
Training Industry Magazine - July/August 2020 - 42
Training Industry Magazine - July/August 2020 - 43
Training Industry Magazine - July/August 2020 - Data-Driven Practices for Content Development
Training Industry Magazine - July/August 2020 - 45
Training Industry Magazine - July/August 2020 - 46
Training Industry Magazine - July/August 2020 - 47
Training Industry Magazine - July/August 2020 - Redesigning a Highly Technical Instructor-led Training Course to a Computer-Based Training: How to be Accurate and Engaging
Training Industry Magazine - July/August 2020 - 49
Training Industry Magazine - July/August 2020 - Developing eLearning for a Global Audience: Cultural Considerations
Training Industry Magazine - July/August 2020 - 51
Training Industry Magazine - July/August 2020 - 52
Training Industry Magazine - July/August 2020 - Building Data Fluency in L&D: A Quick Guide
Training Industry Magazine - July/August 2020 - 54
Training Industry Magazine - July/August 2020 - Identifying Training Solutions to Business Problems Based on Data Fluency
Training Industry Magazine - July/August 2020 - 56
Training Industry Magazine - July/August 2020 - Does It Take a Pandemic for Employees to Make Time for Learning?
Training Industry Magazine - July/August 2020 - Supporting Workers Displaced by COVID-19 and Building an Equitable Workforce
Training Industry Magazine - July/August 2020 - Company News
Training Industry Magazine - July/August 2020 - 60
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