An intersectional content analysis of gender and racial minority prominence, stereotypes, and microaggressions in popular tween media programming

Imagine the world of "tweens" (kids aged 8 to 12) as a massive, bustling digital playground. For years, this playground was mostly run by a few big companies, but now, four giant streaming giants—Netflix, Disney+, Nickelodeon, and YouTube—are hosting the most popular games. A team of researchers decided to peek behind the curtain of these games to see what kind of social lessons the kids are actually learning. They didn't just guess; they ran a survey with 57 real kids to find out what shows were trending, and then they watched 600 five-minute clips from those shows to count the characters and analyze the drama.

Here is what they found, served up with a side of reality.

The Cast List: Who Gets the Spotlight?

Think of the main characters in these shows as the "captains" of the ship. The researchers wanted to know: Are the captains diverse, or is the crew mostly the same old faces?

The news is a mix of a high-five and a face-palm.

• The Good News: In the world of TV shows on Netflix, Disney+, and Nickelodeon, the "captains" are surprisingly diverse. On Netflix, 100% of the clips featured a girl or a gender-nonconforming character in a lead role. Disney+ was close behind at 96.7%, and Nickelodeon at 95.3%. When it came to Black, Indigenous, and People of Color (BIPOC) leading the charge, Disney+ took the crown with 84.7% of their BIPOC characters in major roles, followed by Nickelodeon at 80% and Netflix at 74.7%.
• The Reality Check: YouTube was a different story entirely. It's like the playground where the rules changed. Only 36% of YouTube clips featured a girl or gender-nonconforming person in a lead role, and a whopping 60% of the clips didn't have a single BIPOC character in a major role at all. In fact, 60% of YouTube clips had no BIPOC characters present, compared to just 3.3% on Disney+.

The paper suggests that if a tween spends their time on YouTube, they might be getting a subtle message that boys and white characters are the "default" leaders, while girls and people of color are often just in the background.

The Drama: How Do They Get Along?

Now, imagine the characters hanging out. Do they play nice, or is there tension? The researchers looked for "positive interracial interactions"—moments where characters of different races worked together, respected each other's cultures, or balanced power dynamics.

• The Champions: Disney+ was the best at this, with 72% of clips showing positive interactions between different races. Netflix wasn't far behind at 68%.
• The Struggle: Nickelodeon was the only platform where clips with no positive interactions outweighed those with positive ones. A massive 58.7% of their clips had no positive interracial interactions at all, compared to only 35.3% showing positive interactions. YouTube was also low, with only 13.3% showing positive cross-race friendships.

The authors suggest that seeing these interactions (or the lack of them) acts like a mirror for kids, showing them what "normal" friendship looks like. If the mirror shows mostly people of the same race hanging out, or people of different races ignoring each other, that's what kids might start to expect in real life.

The Stereotype Trap: Are They Playing Roles?

Here is where the plot gets tricky. Even when diverse characters are on screen, are they stuck in old, boring costumes? The researchers looked for "stereotypes"—narrow, oversimplified ideas about who a person is based on their race or gender.

• The Gender Costume: Nickelodeon was the worst offender here. A staggering 62.7% of their clips featured gender stereotypes (like girls being overly emotional or boys being aggressive). Netflix was at 50.7%, and Disney+ at 40%. YouTube was the "cleanest" at 22.7%, but that's only because it had so few girls in lead roles to begin with.
• The Racial Costume: Nickelodeon also led the pack in racial stereotypes, with 32% of clips featuring them. Netflix followed at 29.3%, and Disney+ at 26.7%. YouTube was low at 2.7%, but again, this is likely because there were so few BIPOC characters to stereotype in the first place.

The paper points out specific examples: the "sassy" Black girl, the "nerdy" Asian kid, or the "spicy" Latina. These aren't just harmless jokes; the authors suggest that when kids see these repeated patterns, it can make them feel like those narrow boxes are the only places they fit.

The Microaggression Mic-Drop

Sometimes, the hurt isn't a big explosion; it's a tiny, sharp pinprick. These are called "microaggressions"—subtle comments or actions that say, "You don't belong here."

• Racial Pinpricks: Nickelodeon had the highest rate of these, with 15.3% of clips containing them. Disney+ was at 12.7%, and Netflix at 6%. YouTube was very low at 2%.
• Gender Pinpricks: Disney+ surprisingly had the highest rate of gender microaggressions at 25.3%, followed closely by Nickelodeon at 24%. Netflix was at 16%, and YouTube at a tiny 2%.

Examples from the study include a girl being interrupted by a boy, someone asking a person of color "Where are you really from?", or a boy being told he can't be good at math. The paper suggests that while these moments seem small, they add up to a big feeling of being "less than."

The Body Image Filter

Finally, the researchers checked the "body diversity" filter. Do the characters look like real people with different shapes and sizes, or do they all look like they stepped out of a magazine?

• The Reality: Disney+ and Nickelodeon did the best, with 63.3% and 60.7% of clips showing body diversity, respectively. Netflix was at 56%.
• The Gap: YouTube was the least diverse, with only 22.7% of clips showing different body types.

What Does This Mean for the Future?

The paper doesn't claim to have "solved" the problem or that watching these shows will definitely ruin a kid's life. Instead, the authors suggest that because kids learn so much from what they see (a concept called Social Cognitive Theory), these patterns are risky. If kids see the same stereotypes over and over, they might start to believe those stereotypes are true.

The authors urge creators to think harder about the messages they send. They also suggest that schools can't just ignore this. Since kids are already learning about emotions and relationships in school (through something called Social-Emotional Learning), teachers could use these TV clips as a tool. They could ask kids: "How would you feel if you were portrayed this way?" or "Is this how people actually act?"

In short, the study found that while we are seeing more diverse faces in the lead roles than before, the scripts they are reading are still full of old, tired stereotypes and subtle put-downs. The authors suggest that until we fix the scripts, the lessons kids are learning might be a bit broken.