<img src="https://www.operationcompany-innovation.com/800962.png" style="display:none;"> Students Think They're Bad Learners. Your Curriculum Might Be Why.
Curriculum Design · Learner Identity · EdTech

Students Think They're Bad Learners. Your Curriculum Might Be Why.

Four ways to make students feel like learners before the test score catches up.

Brooke Rosenthal · Subject
7 min read
K–12 · Curriculum Design · Learner Identity
Step 1Make every video an active experience
Step 2Let students get unstuck without waiting until morning
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Step 3Show students the data they can't see themselves
Step 4Establish the "Why" before the course even starts
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OutcomeStudents who take ownership of their own learning
Key takeaways Kids press play Where the real learning lives Four steps Students, teachers, everyone wins FAQs
Key takeaways

Students who only watch and click don't develop a sense of themselves as capable learners. They develop a sense of completion.

Surfacing behavioral data back to students (not just test scores) gives them real evidence that they're improving.

Connecting coursework to student interests from the start changes what learning feels like—and who shows up for it.

01

Kids press "play," but learn nothing

The medium changed, but the passivity didn't.

Somewhere along the way, EdTech decided that giving students a video to watch counted as an education. To be fair, giving students a worksheet also counted as an education. And a slideshow. And a PDF.

The medium changed, but the passivity didn't. Most platforms optimized for completion, not for what a student actually walks away believing about themselves.

Brooke Rosenthal, our Lead Product Designer at Subject, has a background in medical anthropology and a master's in product design (She's really smart!). She has also sat in real classrooms watching real students raise their hands—and thought carefully about what happens to learning when there's no hand to raise.

After nearly two years designing curriculum experiences for students in grades 6 through 12, she kept finding the same thing: passive consumption doesn't build learner identity.

Doing does.

Why "they finished the video" isn't enough

Most EdTech platforms are very good at tracking outputs. Assignments submitted. Videos watched. Scores logged. What they're less good at is the thing Brooke kept bumping into during on-site classroom visits: students who completed every task and still walked away convinced they were bad at school.

The gap lives between activity and identity. A student can click through a full course and leave no more confident than when they started—because nothing in the experience gave them evidence that they were actually becoming a learner. Research shows active learners average 70% on assessments compared to 45% for passive learners. But Brooke's concern goes deeper than test scores. Her question: what does a student believe about themselves after the session ends?

What passive-only curriculum produces:

02

Where the real learning lives

Most EdTech sits in one of two camps.

Most EdTech sits in one of two camps.

Camp one: watch a video, answer some questions, repeat.

Camp two: fully self-directed learning that assumes students already know how to manage their own progress, pace themselves, and stay motivated without external structure. (Even though most middle schoolers do not...)

Brooke's thinking lives between those two.

Her background in medical anthropology trained her to see students not as isolated users tapping on a screen, but as people embedded in a whole system: classroom, school, home, teacher, peers. The software is just one piece of that.

Her core argument: students build a positive learner identity when two things happen together.

Grades can't do that. A test score tells a student how they performed on one day. It says nothing about the consistency they've been building, the progress they're close to finishing, or the fact that students who do what they're doing tend to succeed. Closing that gap, she argues, is what shifts a student from "I'm bad at this" to "I'm a learner"—often well before traditional metrics catch up.

03

Four steps to make active and confident learners

Each one closes the gap between activity and identity.

Step 01
Make Every Video an Active Experience

At Subject, Brooke worked with our education team to build Guided Notes: scaffolded fillable documents that sit alongside the video as students watch. Some sections come pre-filled to direct attention toward concepts that matter. Others are left open for students to complete in real time. Notes autosave as students type, and teachers can pull up exactly what each student wrote directly from the Educator Portal. Currently available for all high school and middle school courses on the platform, the feature was built around one idea: by the time the video ends, the student has produced something. Something visible. Something that belongs to them.

In virtual and hybrid settings, a student can't raise their hand. Guided Notes give teachers direct visibility into what a student was watching and what they actually processed—recreating the feedback loop that physical proximity used to handle automatically.

"We want as much of this to be an active experience as possible because we know students retain more information when the experience is active."

Step 02
Let Students Get Unstuck Without Waiting Until Morning

Active engagement runs into walls. The question is what happens next. Subject built Spark Homework Helper—an AI tutor designed around one specific distinction: it explains concepts rather than solving problems for students. The goal is a student who understands well enough to finish the work themselves.

Brooke went in skeptical. She knew students would probe it for shortcuts. What beta testing in math classes showed was something more interesting.

"I can get help where I'm stuck without having to wait for my teacher to respond the next morning. It's helped me really be proactive in my own learning."

Design intention matters more than the technology itself.
Step 03
Show Students the Data They Can't See Themselves

Subject tracks which behaviors predict course completion, like completing a certain number of lessons within a certain number of days, for instance. That information gets surfaced back to students as specific, credible feedback about their own patterns:

  • You've completed five lessons this week.
  • Students at this pace finish their courses.
  • You're three lessons from done.

None of this is a test score, but all of it is true. Brooke developed this thinking through dashboard work with 13 educators, who told her they wanted to know which students were almost finished so they could celebrate them. Her observation: students almost never have that same visibility into their own momentum.

Step 04
Establish the "Why" Before the Course Even Starts

Subject is building a personalization feature that asks students about their interests during onboarding—cooking, video games, baseball, whatever—then surfaces connections between those interests and course content throughout the year. Brooke traces the idea to her younger sibling, who spent high school convinced history was irrelevant to their goal of designing video games. Years later, as a working adult, they were deep into a game built around religious history—genuinely absorbed.

"Why couldn't their education have made that connection for them in the moment instead of waiting until they're already out of college?"

A student who sees even a thin line between their coursework and something they actually care about is a different kind of student.
04

Students, teachers, everyone wins

That's not a student who found a useful tool.

The clearest signal Brooke got from beta testing Spark Homework Helper was a question. After a student told her the homework helper had made him more proactive in his own learning, he followed up with: "When's it gonna come out for the other courses?"

That's not a student who found a useful tool. That's a student who has started to think of himself as someone who figures things out. That shift shows up in three ways:

For Students
Students develop agency.
Active engagement plus just-in-time support plus visible progress plus personal relevance adds up to something harder to measure but easier to spot: students who take ownership of their own learning rather than waiting to be told what to do next.
For Students
Students start to see themselves as learners.
When students can see their own patterns, get unstuck without outside help, and understand why the material connects to their life, they develop what Brooke calls "the identity of a learner," and says "that identity can go far into helping them be successful in the future." Not just in this course. or this year.
For Teachers
Teachers get their time back.
When curriculum handles content delivery, in-the-moment support, and progress visibility, teachers stop being the first line of defense for every stuck student. Less time re-explaining concepts the platform can handle. More time on the thing research consistently shows matters most: active learners retained 93.5% of information compared to 79% for passive learners—but the less-cited benefit is teachers freed to coach, connect, and actually show up for individual students.

A student who finishes a course having built that kind of identity walks into the next one differently. That's the output worth designing for.

05

FAQs

Common questions from teachers and instructional leaders

My students already complete the assigned videos. Why add guided notes?
Completion and engagement aren't the same thing. Guided notes create a visible record of what a student actually processed—and give teachers direct access to that work, which is especially valuable when students can't raise their hand in a virtual setting.
Won't students just use AI homework tools to get answers without learning?
Some will try. But a tool designed to explain rather than solve shifts how students use it. In Subject's beta testing, students using Spark Homework Helper described feeling more proactive in their learning—and asked when it would expand to other subjects. Design intention matters more than the technology itself.
How do you make progress data feel meaningful rather than patronizing?
Ground it in real patterns, not encouragement. "You've completed five lessons this week—students on this pace are significantly more likely to finish" lands differently than "great job!" One is generic. The other is specific, true, and gives the student something real to believe about themselves.