I had an “aha!” moment a week or so ago reading through a thread on LinkedIn with a prompt: “Salespeople are getting worse.”
Why are only 53% of Account Execs (Reps) making quota? This stat comes from a CSO Insights report from Miller Heiman.
Reading through the extensive list of comments on the thread one finds many, many, MANY thoughts on what the problem might be.
That’s from ONE POST!
My question and “aha!” moment: who is analyzing all this to get to the 20% of these causing 80% of the gap? Which are Root Causes and which are Symptoms? Is anybody even doing correlation analysis (the first step) to see which of these might be root causes? I suspect there is a lot of guessing and tossing darts going on.
In a future post I’ll talk about some of the geeky details of how we answer these questions.
So how do you know that your Learning and Development efforts are paying off?
I had a conversation with a Sales Operations team a while back, asking whether they saw any correlation between the sales training that was being required (and tied to comp!) and actual sales performance. They said they’d never been able to show even a correlation between learning and actual results.
So is sales training a complete waste of effort and resources?
This is the double-edged sword we swing as L & D professionals when we try making the business case for learning. Part of the problem is trying to correlate learning “completions” directly with sales bookings, deal size or other metrics that drive the business. It’s too large of a leap.
A possible solution is to break the problem down, and this is where The Four Disciplines of Execution (4DX) comes in. If you are not familiar with this book or methodology, you can check out a quick introduction by author Chris McChesney on YouTube.
The Second Discipline, the discipline of Leverage, tells us that for every Wildly Important Goal, there are “lead” activities that we control that can drive, influence or predict the “lag” results– those results beyond our direct control we only know about after they occur– like quarter sales numbers. By focusing on the “leads” (and measuring the leads and lags) we can clearly see our impact on the outcomes. This assumes, of course, that the lead activities actually determine, or at least predict, the lag results.
For the Learning professional, what are the leads and lags? And how do these translate to the leads and lags for our target audiences? By splitting Learning Leads and Lags from Performance Leads and Lags we get the following matrix, which maps nicely to Kirkpatrick’s Evaluation model:
Working backwards from L4 in the lower right quadrant, we need to show that performance of the selected Lead measures (L3) actually drive, influence or predict the L4 business results. This is often the job of Sales Operations, using statistical correlation or regression analysis to show the connection.
We can use the same tools in the Learning row to show that L1 Evaluations of courseware quality, instructor prep and delivery and applicability of the content to actual job duties drives L2 Learning outcomes and improvement.
We only need to show that L2 drives, influences or predicts L3 performance lead metrics to indicate the value to the business. Our mistake has been trying to show a relationship between L1 and L4 directly without considering the intervening levels.
Performance is the key pivot point here: I’ll have more to say on the actual methods for determining these connections between Leads and Lags, and from Learning Lags to Performance Leads in future posts.
Over the last several years, as I’ve moved from individual contributor to manager and director-level roles, I’ve had to think more strategically about what learning and performance mean in the context of overall organizational growth. These ideas have been forged in the last five years in late-stage, high growth startups. In these companies, L & P strategy is often an afterthought, or “something that HR does.”
The following is a condensed list of my strategic planning questions:
In following posts I’ll tackle some of these questions in more depth, to get at the critical considerations for each and their relationship and cross-dependencies.
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