5. Aha! Moment
WBTs - (SCORM packages
currently in SCORM Cloud
WBT 1 – On server, not LMS.
WBT 2 – On server, not LMS.
Receives data from WBT 1
PDFs – Links on Intranet
6. Lesson #1
Who will benefit the most using xAPI?
Who are your potential stakeholders?
8. Aha! Moment
WBTs - (SCORM packages
currently in SCORM Cloud
WBT 1 – On server, not LMS.
WBT 2 – On server, not LMS.
Receives data from WBT 1
PDFs – Links on Intranet
10. Lesson #2
Talk less about the HOW (technical details)
and more about the WHY (opportunities).
“xAPI is a specification for learning technology that makes it possible to
collect data about the wide range of experiences a person has (online
and offline)… captures data in a consistent format.”
www.xapi.com
11. Where to start?
1. Find out L&D pain points.
What questions around learning and
performance are they having a hard
time answering?
2. What learning data strategy do they
already have in place?
12. 1
2
3
4
5
Cost and Reach
How much did the
learning program
cost us?
Efficiency
Effectiveness
Outcomes
Measuring Efficiency, Effectiveness, and Outcomes
(Behavior Change)
(Knowledge Gain)
(Motivation and Reaction)
What changes in job performance
resulted from the learning process?
Did learners acquire the
intended knowledge, skills, and
confidence?
Were the learners motivated
to learn and did they like the
learning process?
EasiestHardest
Did the learning program have a measurable
impact on targeted outcomes?
Did the learning program provide a positive
return on investment?
13. Questions that came out of meeting
1. Are learners getting stuck in a web-based course because of
lack of knowledge or bad interface design?
2. What are learners doing after formal training is over? What
learning material are they looking at? And from where?
3. Are the learning programs helping reduce time to
productivity for new hires?
4. Are the vendor-based courses effective? Are we getting our
money’s worth?
14. New Leadership Onboarding Program
(Potential Pilot Project)
1. What topics are new leaders gravitating towards or need
improvement in?
2. Did this program help reduce new leader turnover?
3. What are new leaders’ team engagement scores and
patient satisfaction scores compared to others?
15. Take Away
1. Find your potential stakeholders. Who will benefit the most
from xAPI data.
2. Talk more about the opportunities of using xAPI and less
about the technical know how. (IT can help with that)
3. Get your stakeholders to start thinking about a learning
data strategy if they are not doing so already.
4. Personally learn more about learning analytics if you are
not comfortable with it.
16. Investigating Performance
Design and Outcomes with xAPI
Janet Laane Effron and Sean Putman
The Data Driven Leader
A Powerful Approach to Delivering Measurable
Business Impact through People Analytics
Jenny Dearborn and David Swanson
Key Performance Indicator (KPI) Examples
https://kpidashboards.com/kpi/
This is an oversimplified graph of different areas within a typical organization. Each area can have their own priorities and their own department language. The grey circle represents the different roles that need to be able to communicate to multiple departments. For example, the CIO needs to be able to speak to the business teams as well as to the IT teams in a way that everyone understands. As the Learning Technology Architect, I need to be able to speak to both the education teams and the IT teams in a way that everyone understands.
To track training, we internally built a learning platform that interfaces with SCORM Cloud. My role required experience with eLearning development, LMS integration, SCORM and AICC. I first learned about xAPI and an LRS through Rustici Software since they owned SCORM Cloud. At first, I was not sure how xAPI and an LRS compared to SCORM and an LMS. Would xAPI replace SCORM? Would an LRS replace an LMS? I had to wrap my head around how xAPI statements are sent.
While using the free LRS that came with our subscription to SCORM Cloud, I was able to view the statements already coming in from the SCORM packaged web-based training. I developed a wbt that sent custom xAPI statements to the same LRS, but the wbt was hosted on an internal server. I developed another wbt that received xAPI statements from the LRS and was hosted on a different internal server. I created pdf links on the intranet that also sent xAPI statements to the same LRS. My aha moment came when I realized that it was possible to send data in a consistent format from different learning activities in different locations, not just the LMS. It was possible to measure a learner’s progress, over time, by capturing data from different moments of need, not just during formal training.
I told IT about the ability in sending xAPI statements to an LRS. Even though they understood the technical needs to implement such an endeavor, they were not the ones who would benefit the most from using xAPI. I needed to talk to the teams who would benefit the most.
The education teams would benefit the most from xAPI. They were the teams I needed to talk to.
I explained my aha moment again with the education teams on how you can send xAPI statements to an LRS from different learning activities and how you were not restricted to an LMS. I still was not getting buy in.
I realized that though I was talking to the right people this time, I was speaking too technical. My potential stakeholders did not have to work with the IT department as closely as my role did.
I needed to talk less about how the xAPI specification technically works and more about the why, or the opportunities in using the xAPI specification.
I needed to find the pain points of the education teams. What questions around learning and performance are they having a hard time answering? Also, what learning data strategy do they already have in place?
After talking to an education manager about Kirkpatrick’s levels of learning evaluation, we came to the realization that they were mostly measuring learning only up to level 2, knowledge gain. I explained that there was an opportunity to measure learning and performance at the higher levels by capturing more consistent data from more than just the LMS. I was very careful not to go into how it worked in too much technical detail, but more about the possibilities of being able to answer questions that have currently been hard to answer.
For a potential pilot project, I sat down with a couple of the consultants and talked about the new leadership onboarding program they were getting ready to roll out. I was able to get them to start asking questions that they would like to answer if there was the potential to gather enough data to do so. We came up with different ways of capturing data on a new leader’s progress over the course of the year using xAPI.