The Gold in Activity Completion Data

Sam clicks around, figures out the navigation, finds the activity, and gets on with it. He’s slightly irritated by the clunky layout, but he manages to complete the course quickly.

Stanley opens the course, can’t immediately find where to start, clicks something that doesn’t seem right, backs out, opens WhatsApp to ask Sam, gets no reply, tries a different button, lands somewhere unfamiliar, and closes the tab. Stanley believes he’ll try again later but later eventually becomes never.

The same course and content can have completely different outcomes, but in your analytics, both learners look identical, right up until one of them stops showing up entirely.

The Gap Nobody Sees Opening

We talk a lot about the learning gap in terms of access – who has a device, who has data, who has enough uninterrupted time. These things matter enormously. But there’s another gap sitting underneath all of those conversations that gets far less attention, that has everything to do with navigational confidence.

Not every learner responds to an online learning experience and a course on a LMS in the same way. Some people have strong digital recovery instincts, as they experiment, make reasonable guesses, understand common platform patterns, and find their way through without much visible distress. When confronted with a hard-to-navigate LMS, they click around and figure it out, and eventually arrive at the actual learning slightly irritated, but intact.

Others don’t. They become hesitant, then avoidant, then absent. The thing that makes this gap so easy to miss is they are rarely loud and vocal about their distress, and generally, tend to just walk away. 

In most cases, the navigation-confident learner tends to recover and find their way around without mentioning it. On the other hand, their less confident peers tend to disengage without mentioning it either, but in their case they hardly ever return. Without anyone mentioning their distress, the gap only becomes visible once activities are being completed – or not.

Cue the Hero: Activity Completion to the Rescue!

In most LMSs including a Moodle LMS, the one golden tool teachers and facilitators can use to track learners’ engagement (or not) in the LMS is Activity Completion. 

Activity completion can be set to almost anything in the LMS – a quiz, an assignment, a document upload or a tickbox that needs ticking. Anything where the learner has to complete a task and this completion gets recorded will provide you with Activity Completion Data. The activity completion data then becomes gold – it tell what your students won’t: that they’re engaged and actually using the LMS!

Our learning designers at Limina have learnt to put it Activity Completion into small tasks. We add quick and easy-to-do activities it at the start of a course in the form of a simple ‘Introduce Yourself’ activity. 

There’s a tell, if you know where to look.

Every organisation with an LMS eventually develops an unofficial support culture around it — screenshots with hand-drawn arrows, forwarded voice notes, the colleague who somehow knows where everything is and has become an involuntary helpdesk. The real onboarding guide is almost certainly a screenshot someone sent on Teams six months ago and has been circulating reliably ever since.

This gets mistaken for collaboration, and sometimes it genuinely is. But more often it’s a signal that the system isn’t guiding people clearly enough, so people are guiding each other instead. And that workaround serves learners who are confident enough to ask for help reasonably well. It does very little for those who are too uncertain to know what to ask, or too embarrassed to ask at all.

The gap doesn’t just silently exist. It compounds silently, too.

A Design Problem, Not a People Problem

When completion rates are low, the instinct is to look at learner motivation, digital literacy, workload, or access, and all of these are real factors worth examining. But sometimes the honest answer is simpler: the course was hard to navigate, some people found their way through it anyway, and others didn’t, and nothing in the design made it any easier for the second group to recover.

A learner who might thrive in the content never gets close enough to find out, because the path to the content was too difficult to follow. That’s not a learner problem. That’s a design problem.

Predictable layouts, visible progress tracking, clear next steps, consistent naming, and mobile-friendly structure remove the navigational burden that falls unevenly across learners and disproportionately stops the ones who can least afford another reason to disengage.

Your completion data shows you who finished and who didn’t. What it doesn’t show you is why. 

The learners who figured out your LMS despite its friction aren’t flagged as a design problem narrowly avoided, and the learners who quietly gave up aren’t flagged as a design failure. They’re just a number of people who didn’t complete, for reasons unknown.

The hidden learning gap is already sitting in your numbers. It’s just waiting for someone to look at it the right way.

If your completion data has gaps you can’t fully explain, navigational friction is often the answer. Limina’s Moodle Start and Moodle Grow are designed to reduce the navigational friction that keeps learners from finishing the content — fully managed, with no upfront costs, and available within weeks. Book a 30-minute conversation by clicking here.

By Dr Isabel Tarling