Gender Differences in Acceptance and Engagement with Digital Learning Platforms among Nigerian Upper Basic School Students in STEM Education

Imagine the classroom of the future isn't a room with chalkboards, but a giant, glowing video game where you can learn to build bridges, fix engines, and understand how the world works. This is the world of STEM education (Science, Technology, Engineering, and Math) meeting digital learning platforms. Think of these platforms as the "game engine" for learning: they are the software that delivers lessons, quizzes, and interactive tools to students' screens. But here's the tricky part: just like in real life, not everyone plays the same video game the same way. Some players love the high-speed racing levels, while others prefer the puzzle-solving or story-driven quests.

For a long time, experts have wondered if boys and girls play these "learning games" differently. Do boys naturally click faster on the competitive levels? Do girls prefer the cooperative story modes? This question matters because if a learning game is designed only for one type of player, the other type might get bored or feel left behind, even if they are just as smart. This study dives into that exact mystery in Nigeria, asking a simple but huge question: If we build a really good, fair digital learning game for a technical subject, will boys and girls play it differently, and will they both win?

The Experiment: Building a Digital Workshop

In the bustling city of Ilorin, Nigeria, a team of researchers decided to test this idea with a group of 33 junior high school students (specifically, 13 boys and 20 girls in their second year of junior secondary school). They didn't just ask the kids what they thought; they built a custom digital learning platform specifically for Basic Technology, a subject that teaches the nuts and bolts of construction, like how to build a house, lay a foundation, and install windows and roofs.

Think of this platform as a digital workshop. It wasn't just a boring PDF of a textbook. It was an interactive space filled with videos, step-by-step illustrations, self-check quizzes, and even some "gamified" elements like scoring systems and leaderboards to make learning feel like an adventure. The students used this platform to learn about building components for one term. The researchers then acted like detectives, looking for clues in three main areas:

1. How much did they click and interact? (Did one group play more than the other?)
2. How well did they learn? (Did they get better scores on the tests?)
3. What parts did they like? (Did boys prefer the racing-style quizzes while girls preferred the story-style videos?)

The Findings: A Level Playing Field?

When the researchers crunched the numbers, they found something surprisingly balanced, though with a few interesting twists.

1. The "Click" Count: A Dead Heat
First, they looked at how much the boys and girls interacted with the platform. You might expect the boys to be more "tech-savvy" and click around more, but the data told a different story. The boys had a slightly higher average interaction score (1.23) compared to the girls (-0.20), but here is the kicker: the difference was not statistically significant.

In plain English, the gap was so tiny and the variation between individual students was so big that you couldn't say one gender played the game more than the other. It was essentially a tie. The researchers concluded that the platform was a fair field where both boys and girls felt comfortable enough to dive in and start playing.

2. The Scoreboard: Learning Wins for Everyone
Next, they checked the report cards. Before using the platform, the students took a pre-test. After the lessons, they took a post-test.

• Boys: Started with an average of 3.48 and finished with 3.87.
• Girls: Started with an average of 3.56 and finished with 3.97.

Both groups improved! The girls actually ended up with a tiny bit higher average score than the boys, but again, the difference was so small it wasn't considered a major statistical gap. The main takeaway? The digital workshop worked just as well for the girls as it did for the boys. The platform didn't leave anyone behind; it helped everyone build their knowledge of construction.

3. The "Favorite Level": Different Paths to the Same Goal
This is where the story gets the most colorful. While the overall score was a tie, the researchers noticed that boys and girls seemed to enjoy different parts of the digital workshop.

• The Boys tended to gravitate toward the competitive and gamified features. They liked the quizzes, the scoring systems, and the "race against the clock" activities. It was like they were playing a high-speed racing game.
• The Girls, on the other hand, showed stronger engagement with collaborative and explanatory content. They loved the video demonstrations, the step-by-step illustrated guides, and the parts that explained how things worked in a narrative way. It was like they were enjoying a rich, story-driven adventure.

What This Means for the Future

So, what's the big lesson here? The study suggests that you don't have to choose between a "boy's game" and a "girl's game." Instead, the secret sauce is mixing them both.

The researchers found that because the platform included both competitive quizzes (for the boys) and collaborative stories (for the girls), everyone found something they liked. This "multi-modal" design—having different ways to learn and play—seemed to level the playing field. It neutralized the usual gaps where one group might feel more confident than the other.

However, the authors are careful to remind us that this was a pilot study. It was a small test run with just 33 students in one city. It's like testing a new recipe in a small kitchen before serving it to a whole banquet hall. They aren't saying, "We have solved the problem of gender in tech education forever." Instead, they are saying, "Hey, this recipe tastes good! Let's try it in more kitchens, with more people, to see if it works everywhere."

The study concludes that if we want to make sure every student, regardless of gender, gets the most out of digital learning in technical subjects, we need to build platforms that offer a variety of "flavors." We need the speed and competition for some, and the story and collaboration for others. When we do that, the scoreboard shows that everyone can learn, build, and succeed together.