BIG DATA: A GAME CHANGER FOR E-LEARNING

BIG DATA: A GAME CHANGER FOR E-LEARNING

Share This Post

Share on facebook
Share on linkedin
Share on twitter
Share on email

Introduction

Today, we live in a technology-driven world that forces us to spend most of our time using many types of digital devices. Though it might be alarming for some to know that the digital footprints we leave behind each and every second could be tracked for various purposes (good and bad), it is exciting for us as learning professionals to think of the possibilities of putting these digital breadcrumbs to better use in the learning and development landscape.

This is possible using Big Data – the latest buzzword in data mining and data analytics technologies.

But, what is Big Data?

Big Data refers to the large amounts of unstructured data flowing through numerous sources in our digital world every second. In the e-learning scenario, Big Data is the data produced by learners interacting with the learning content. This data is collected through Learning Management Systems (LMS), Content Management Systems (CMS) and other media, including social networks via which the learners interact with our learning programs.

Due to the rapid advancements in computer processing power, Big Data can now be processed and analysed, providing us with new insights into how people learn!

Benefits of Big Data

Big Data is currently used by organizations for various purposes, primarily for more productive business results. In the e-learning domain too, there are many interesting experiments being carried out around the world, in order to understand the enormous potential of Big Data.

For example, with the help of Big Data, you can watch your learners (virtually, of course!) and track:
•    The areas of the program they find hard and spend more time on
•    The pages they revisit often
•    The areas in which they get stuck
•    The sections they recommend to their peers
•    The learning styles they prefer
•    The time of the day they learn better

In short, Big Data can help us understand the real behavior patterns of our learners more effectively than traditional beliefs and theories on learner behavior. These patterns could lead us to highly valuable information on what and how they learn; thereby helping us make well-informed decisions about the learning programs and even identify design flaws.

However, the real strength of Big Data lies in its power to help forecast or predict scenarios and take preventive action. For example, with the help of Big Data, you could predict:
•    How strong your learners are in every concept of the course that they haven’t even taken yet!
•    Where your learners are likely to struggle or fail

Big Data could help us predict learners’ performance and outcomes before they start a training program. This could even be at the early stages of analyzing the training requirements! It could allow us to forecast trends and draw conclusions about our learning and development initiatives.

How is Big Data going to revolutionize e-Learning?

Big Data is set to revolutionize the way e-learning is designed, developed and delivered. Bringing this technological innovation into e-learning has opened the door to immense possibilities of making learning more effective. It could help us design and deliver more personalized and adaptive learning programs for our learners.

These are possibilities that we never even imagined or visualized earlier. Big Data has the potential to change our approach to learning and development by challenging the most important beliefs and principles of learning design. It promises to help us push the limits of what we can achieve using present tracking standards. This new technological solution may even force us to refine our traditional approaches to learning design including the processes, systems and procedures that we are presently following.

Here are a few early examples of companies who are using Big Data to change the world of education and learning:
•    Knewton Technology from Knewton (http://www.knewton.com/) is helping learning companies and institutions around the world to improve student achievement.
•    Civitas Learning’s (http://www.civitaslearning.com) Civitas Learning Platform is helping schools, colleges and universities improve success rates for both students and institutions.

Conclusion

While there are concerns about the possible misuse of Big Data in the context of learning and education, it looks like these are massively outweighed by the benefits. Big Data seems set to not just stay, but evolve, thereby helping us (learning designers) make learning truly effective for our learners and also ensuring a healthy Return-on-Investment (ROI) for our partners and customers. Companies who embrace Big Data and use it to drive their business decisions will, in all probability, succeed in maintaining a high competitive advantage over others.

Here is a good Infographic on Big Data:
http://visual.ly/big-data-infographic-1

If you want to learn more about ‘Big Data in Education’, here is a course from Coursera:
https://www.coursera.org/course/bigdata-edu

What is your experience on using Big Data in your organization? How has it impacted the way you do business? What are some interesting ways that you think Big Data can be utilized in learning design? Let us know…

Written by Santhosh Kumar

_________________________________

(Visited 820 times, 1 visits today)

More To Explore

Learning Culture vs. Training Culture - Thumbnail - Learnnovators
E-Learning

Learning Culture vs Training Culture

Many workplaces still treat learning as a one-off task—something to tick off after a course or compliance module. But real growth doesn’t happen in isolated sessions. This article unpacks the key difference between a training culture and a learning culture—and why it matters. While one ends with the session, the other is woven into everyday work, conversations, and challenges. The piece offers a clear perspective on how organisations can move beyond checklists and create an environment where learning is ongoing, meaningful, and part of the culture.

Corporate Culture - Learnnovators
E-Learning

Corporate Culture vs. Company Values

It’s easy to print your values on posters. It’s much harder to live by them every day. This article unpacks the growing disconnect between company values and actual workplace culture – and why that gap matters. It explores how culture isn’t built on buzzwords but on behaviours, decisions, and what leaders choose to reward. When values are lived, they create trust and meaning. When they aren’t backed by action, people notice. The piece offers practical ways to close the gap and build a culture that not only says the right things, but does them too.

Micromanaging - Blog - Learnnovators
E-Learning

Stop Micromanaging. Start Trusting.

Micromanaging rarely starts with bad intentions—but it can quietly erode trust, stifle creativity, and drain ownership from even the most capable teams. In remote settings, where reassurance can’t come from a smile or a quick hallway chat, the impact runs deeper. This piece unpacks how micromanagement shows up, why it’s often invisible to the manager, and what it really takes to build a culture of trust. Because real support isn’t about control—it’s about creating space for people to take the lead, make mistakes, and grow.

How to Develop and Retain a Highly Engaged Workforce - Learnnovators
E-Learning

How to Develop and Retain a Highly Engaged Workforce

Engagement isn’t about grand gestures—it’s about getting the everyday things right. This article breaks down what it really takes to build and keep a workforce that’s motivated, committed, and ready to grow with the company. From meaningful onboarding and recognition to encouraging autonomy and psychological safety, it’s a practical look at how small, thoughtful efforts can add up to a culture people want to be part of—not just today, but for the long haul.

The Power of Recognition: Building Employee Loyalty Through Appreciation - Learnnovators
E-Learning

The Power of Recognition: Building Employee Loyalty Through Appreciation

Appreciation might seem like a nice-to-have, but in reality, it’s a game-changer. This article unpacks why recognition is more than just good manners—it’s a smart, strategic move that drives loyalty and performance. From making praise timely and personal to encouraging peer-to-peer shout-outs, it explores how small, thoughtful gestures can shape a culture where people feel seen, valued, and motivated to give their best. Because when recognition becomes a habit, it does more than lift spirits—it builds teams that last.

Creating a Sense of Belonging in Remote Work Environments - Learnnovators
E-Learning

Creating a Sense of Belonging in Remote Work Environments

Remote work comes with plenty of perks, but it can also leave people feeling disconnected. This blog dives into five straightforward ways to create a stronger sense of belonging across remote teams. From taking time for real conversations and celebrating everyday wins to encouraging openness and involving everyone in decisions, it’s about making the small things count. Because when people aren’t in the same room, connection takes intention—and a little thought can go a long way in building a team that feels truly supported.

REQUEST DEMO