Thursday, February 3, 2022

Learning Analytics & Metrics

I spoke to about a dozen Learning & Development Leaders  on what kind of metrics they track.... Most common among the responses I got included

Course completion %ages
Exit scores obtained
Completion rate on courses offered
Person Learning days
Competency Base Line
Learning Capacity 
Trainer Effectiveness Scores


Wonder if any of this can ever be used to give us an understanding of how well the learning and development efforts are helping the organizations.   All of these people who responded came from about ten or so different well known organizations and were participating at a 3 day National HR conference.

To understand whether training is making sense as an investment we need to understand what impact the training can create.   It can either help improve your service level,  it can improve efficiency or help you deliver better / higher productivity levels.   It can also help you get into a new service if it is something new that you are trying to acquire as a capability.  The need is not for totally new metrics but putting them in a way that makes sense to the business leaders who are ultimate customers of your learning and development offerings.
So our first challenge would be to understand what we measure and how much of it.  What will create a view of whether I am doing good, improving,  becoming better or simply regressing back as I spend more and more of my money on learning and development.  Remember the 70-20-10 rule,  70% of learning comes from experience,  20% from feedback and collaboration at work or in a given situation, and only 10% learning comes from formal training programs or learning. Instead of giving prescription of what metrics to use, I will illustrate some approaches that will give a direction of how you look for the metrics that will be most relevant to your context and then you can customize, stretch,  modify and use the one most relevant.

When you rattle metrics like PLD or Trainer Effectiveness scores per se it does not excite the business leader.   What would be more relevant would be if you are able to give a story through your metric.  For e.g.  Of the total 10 PLD's we have achieved this year,  6 were through Web Based Access and only 4 through Instructor led.   The effectiveness was not undermined by replacing the instructor led but gave more space and time and satisfaction scores were in line.  The trend over past 3 years shows we had 9 on 10 days through instructor led training three years back.

Or instead of telling the business leader that you created 40 hours of digital content for 3 courses you can give inputs say:  of 3 most popular courses put together we had 72 hours of learning and 40 hours of that has now been digitized and people come over the the class room well prepared and learning is more effective. 

The other aspect of learning is the shift to MOOC driven learning via platforms like Coursera.  These learning efforts also contribute in a big way to your development efforts and capability building. Integrating this into the learning metrics of the organization is something L&D and HR Managers should think of.  A simple way is how to capture the learning effort through your learning system by configuring the same in the LMS and then feeding the certifications manually to start with.  Technically advanced user organizations can think of linking through integration of the portals like Coursera with their LMS through some scripting and meta data.

Finally shift from incidental training to capability building is the way L&D evolved on a maturity scale over the past 2 decades.  Metrics to capture impact via results is something that organizations should focus more on alignment with business.  How is the availability of On demand learning keeping pace with the needs of a mobile work force, of new networked organizations. 


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