School Data Leadership · Student Agency & Collaborative Learning
Students need opportunities to ask questions, make meaningful choices, build ideas together, and explain how their thinking has changed. The right digital tools can help educators make room for these experiences—and preserve evidence of learning beyond a completed assignment or a test score.
Give students a meaningful role in learning
Student agency means having an active role in the learning process: setting goals, making choices, seeking feedback, and reflecting on progress. Collaborative learning gives students opportunities to listen, contribute, negotiate ideas, and solve problems with others. Together, these practices make space for students to influence both what they create and how they learn.
Apps can provide a shared workspace, another way to express an idea, or a place to revisit feedback. A learner might record an explanation, help classmates build a shared publication, contribute evidence to a discussion, or choose a question to investigate. The instructional design matters: teachers establish the purpose, offer appropriate choices, and help students use feedback to improve their work.
These experiences also create education data: student recordings, shared documents, discussion posts, reflections, feedback, and participation records. Schools need to understand who owns that information, who can see it, and what it can reasonably tell them about learning.
Tools for voice, choice, and shared creation
The following apps are listed on SDLA. The classroom examples are suggested uses, not promises about every subscription or configuration. Confirm available features and local sharing settings. SDLA does not endorse or resell the products listed.
Padlet
Shared ideas and collaboration. Padlet provides visual boards where students can contribute text, media, links, and responses, then organize and discuss the material. A class might collect questions about a community issue, group related ideas, and respond to one another’s evidence. Establish the audience and moderation expectations before students post. Explore Padlet on SDLA.
Parlay
Discussion and student voice. Parlay supports structured written and verbal academic discussions, including evidence, peer feedback, and reflection. Students might consider an open-ended question, respond to a different perspective, and revise their position. Discussion records can help teachers notice whose ideas are being heard and where reasoning needs support. Explore Parlay on SDLA.
Book Creator
Choice in how to show learning. Book Creator lets students combine writing, drawing, images, audio, and video in digital books. Students can create individual or collaborative publications, such as a shared field guide or a collection of explanations. Choosing an appropriate medium gives students another way to communicate their understanding; shared-book collaboration depends on the available plan. Explore Book Creator on SDLA.
Seesaw
Student expression and portfolios. Seesaw brings together elementary classroom activities, multimedia student work, feedback, and family communication. Students can explain their learning through drawing, text, photos, or recordings. A teacher might ask learners to choose a work sample and explain what it shows about their progress, with sharing limited to the intended audience. Explore SDLA’s Seesaw guide.
Sown to Grow
Goals, reflection, and ownership. Sown to Grow supports student goal-setting and recurring academic or wellbeing reflections, with educator review and response. Students might identify a learning strategy, describe how it worked, and decide what to try next. Its strongest connection here is individual agency and reflection; personal check-ins need carefully limited access. Explore Sown to Grow on SDLA.
Resources for inquiry and shared problem-solving
Inquiry becomes more meaningful when students develop questions, examine evidence, and explain their conclusions. These resources can support that work when educators plan opportunities for student choice and discussion.
Discovery Education Experience
Research and exploration. Discovery Education Experience offers videos, interactives, images, text, and instructional resources across subjects. Students might investigate a question using teacher-selected resources, compare evidence, and develop a group explanation. The platform supplies materials; teachers shape the choices, collaboration, and expectations for using evidence. Explore Discovery Education on SDLA.
Mystery Science
Questions, investigations, and explanations. Mystery Science connects elementary science questions with discussion and hands-on investigation. Teams might make predictions, compare observations, and explain why their findings support or challenge an initial idea. Shared problem-solving happens through the classroom investigation and conversation as well as the digital lesson. Explore Mystery Science on SDLA.
Tools that broaden classroom participation
Interactive lesson tools give students additional ways to respond. They support agency most clearly when student contributions influence the discussion, prompt a revision, or help determine the next learning step.
Nearpod
Visible thinking during lessons. Nearpod combines interactive lessons with polls, questions, drawings, and collaborative activities. Teachers can use responses to surface different approaches and invite students to explain or revise their thinking. A response is evidence tied to a particular prompt and lesson, rather than a general measure of student agency. Explore Nearpod on SDLA.
Pear Deck
More ways to contribute. Pear Deck adds interactive prompts to presentations, including written responses, drawings, and polls. Teachers can use contrasting responses to begin a discussion and offer students time to reconsider their explanations. Its contribution depends on the quality of the prompts and what educators and students do with the responses. Explore Pear Deck on SDLA.
The education-data implications
Collaborative learning produces rich evidence, but a dashboard cannot fully describe who contributed, what students understood, or how a group reached its conclusion. These suggested practices help instruction, technology, and data teams use the records responsibly.
- Start with the learning purpose. Decide whether the useful evidence is an explanation, a revision, a reflection, or a group product. Collect only the student information needed to support the activity and its intended review.
- Keep identities and group membership accurate. Name the staff responsible for rosters, class changes, and account access. Reconcile imports with the student information system, and distinguish a shared artifact from an individual submission before attaching results to student records.
- Understand how activity becomes a metric. Document what a participation count, completion flag, or score represents. Posts, clicks, and minutes online do not establish the quality of an idea or the value of a contribution. Offline discussion, accessibility needs, and group roles can affect what the platform captures.
- Set the audience before sharing. Review who can see names, recordings, comments, and portfolios. Classroom collaboration, family access, and public publishing require different decisions. Check sharing links and permissions before distributing student work.
- Protect reflection and support requests. Keep personal reflections separate from public peer discussion. When an activity invites a request for help, identify who reviews it and how the request reaches the appropriate staff member; verify that the handoff is completed.
- Connect feedback with revision. Preserve enough context to understand the prompt, task date, rubric, feedback, and revised work. Teachers should review evidence before any result is exported into a gradebook or combined with other measures.
- Plan for retention and transitions. Assign responsibility for shared projects when a teacher leaves or a class closes. Decide what to retain, export, or delete, and check whether exports preserve recordings and other media essential to understanding the work.
A useful starting question: What decision can students make, what will they create or contribute together, and what evidence will show how their thinking developed? Choose the tool and the data collection around those answers.