Online learning began with one basic promise: Make education available to people who could not come to a campus.
Since 2000, online learning has had to do much more than provide access.
Reaching learners still matters. So does making online learning better and helping learners succeed.
But online learning may now be facing its hardest test: trust.
Each time online learning answered one question, another question appeared.
One way to look at the story is through four questions.
- How do we reach more learners?
- How do we make online learning better?
- How do we help learners succeed?
- And now, how do we keep trust?
Question 1: How Do We Reach More Learners
For many learners, online learning first mattered because it removed a barrier.
A person could study without moving away. A parent could learn after sleeping children. A worker could take a course without leaving a job. A learner in a rural, remote, northern or Indigenous community could reach a program that was not available nearby. A person with a disability could sometimes find a route into education that a physical classroom had made difficult.
Four changes followed from these developments:
- From having to be there to learning anywhere: Where people lived no longer had to determine where they could study.
- From second choice to everyday option: Online learning moved from being treated as a backup plan to becoming part of everyday education and training.
- From fixed schedules to learning with more flexibility: Learners gained more control over when and where they studied.
- From costly materials to more open resources: Open textbooks, open courses and open educational resources reduced costs and made more learning materials available.
Access did not solve every problem. Connectivity, cost, confidence, language and digital skills still shaped who could benefit. But online learning changed who could access and succeed in education.
Question 2: How Do We Make Online Learning Better?
Once online learning became more available, another question became unavoidable.
How do we make it good?
Institutions learned that putting a course online was not the same as designing a good online course. Teaching and instructional design, feedback mattered, student support and services and accessibility mattered. So, too, did appropriate uses of technology and faculty development.
These are the four changes that made the difference:
- From the tool to the learning: The question became less about what the tool could do and more about how people learn.
- From posting content to building a course that works: Uploading notes and recordings gave way to interaction, feedback, projects, discussion and practice.
- From teaching alone to teaching with others: Faculty increasingly worked with instructional designers, accessibility experts, librarians, media specialists and one another.
- From working separately to working together: Institutions began to share platforms, resources, programs and expertise.
This question pushed online learning beyond access. It forced institutions to take teaching and course design more seriously.
Question 3: How Do We Help Learners Succeed?
The next lesson was harder. Even a well-designed course did not guarantee success.
Many online learners were studying while working, raising families, caring for others, dealing with uncertain schedules or returning to education after years away. They needed more than content. They needed structure, encouragement, timely help and someone to notice when they were drifting away.
This changed what online learning organizations had to do.
- From offering courses to supporting learners: Success depended not only on the course, but on the help and support surrounding the learner.
- From getting in to being included: A place in an online course was not enough. Learners also needed reliable Internet, affordable technology, accessible design, digital capabilities and technology supports.
- From learning alone to feeling connected: Online learners were more likely to persist when they felt connected, noticed and encouraged.
- From tracking activity to spotting who needs help: Institutions began using information from online courses to identify where learners needed help.
- From degrees only to learning across life: Online learning became part of how people get a job, keep a job, earn a promotion, change careers or rebuild confidence.
This question shifted attention from the course to the learner’s life around the course.
Question 4: How Do We Keep Trust?
The fourth question is different. Unlike the first three, it is still unfolding. It is not only about AI, although AI has made it impossible to ignore. It is about trust.
These questions appear in many conversations about online learning right now:
- Can we trust that the learner did the work?
- Can assessment show what a learner actually understands?
- Can a credential still signal what someone actually knows and can do?
- Can learners trust the platforms that collect their data?
- Can educators trust the tools they are being asked to use?
- Can employers trust that online learning has prepared someone to do the work?
Four changes are already visible as a result of these conversations:
- From AI as a tool to AI as a test of learning: AI forces us to ask what learners still need to do, struggle with and understand for themselves.
- From handing in work to showing learning: When learners can use AI, handing in an assignment may not be enough. Assessment must show what the learner knows, understands and can do.
- From credentials as signals to credentials as proof. Employers and institutions will need greater confidence that a credential represents what someone has actually achieved.
- From making learning easier to keeping it credible. Online learning can make education easier to access and easier to complete. But it must also protect confidence in the result.
Trust depends on the responses to the three questions asked above. If access is uneven, trust suffers. If quality is weak, trust suffers. If learners are not supported, trust suffers. In an age of AI, with more AI developments to come, it is now obvious that educators and educational institutions need to respond.
What Comes Next?
Online learning once had to prove that distance could work. Now we need to show that online, flexible and lifelong learning can deliver the knowledge, skills and capabilities needed at work, in the community and at home. Our future depends on it. AI can help if we don’t let in get in the way.
