Learning Data | Discovery Education

Influencers, Information & Illusions: How Social Media Fuels Misinformation

Lindsey Davis — Wed, 19 Nov 2025 20:05:09 +0000

In today’s hyperconnected world, social media is more than just a place to share selfies and memes, it’s a primary source of news and information for millions of adults, teens, and even children. But with this convenience comes a serious challenge: the rapid spread of misinformation.

Whether intentional or accidental, misinformation on social platforms can distort public understanding, fuel cognitive biases, and influence decision-making in ways that are difficult to reverse. As students and educators explore this topic, it’s essential to understand not just the dangers, but also the data behind the influence.

The Misinformation Machine: Why More Isn’t Always Better

Research from Scientific American highlights a troubling trend: as the volume of information on social media increases, its quality tends to decrease. This phenomenon—known as information overload—makes it harder for users to critically evaluate what they see. With limited time and attention, people often rely on shortcuts, resharing content based on emotion or familiarity rather than accuracy.

This overload amplifies cognitive biases, making users more susceptible to false or misleading information. It’s a cycle that social media platforms are well aware of—and one that educators can help students break.

Activities That Can Stop the Spread of Misinformation on Social Media

To help students understand the mechanics of misinformation and the power of influencers, educators can guide them through hands-on data analysis and critical thinking exercises.

Activity 1: Visualizing Influence

Using the Nielsen report ” students can explore how brands use influencers across platforms like Instagram, YouTube, and TikTok. By selecting three areas of interest—such as social media, email, podcast, and print—students create visual representations (bar graphs, pie charts, etc.) and generate questions based on their findings.

This activity encourages students to think critically about how different media channels compare in reach and reliability.

Activity 2: Surveying Perceptions

Before diving into data, students discuss which platforms they believe are most influential and why. Then, using “The Influence of the Influencers” dataset, they write observations and questions, partner up, and design a survey comparing two platforms (e.g., Twitter vs. Instagram) on perceived influence and reliability.

Students analyze their survey results, present their findings with visual aids, and connect their conclusions to concepts like cognitive bias, misinformation, and disinformation. This culminates in a class-wide discussion on credible vs. non-credible sources.

Digging Deeper: Who Are the Top Influencers?

Using the Visual Capitalist infographic “The World’s Top 50 Influencers Across Social Media Platforms,” students can categorize influencers by platform, genre, or generation. They then create graphs and Venn diagrams to compare and contrast these categories.

In a second activity, students form small groups to research three influencers from the infographic. They use tools like Social Tracker to gather data on follower counts, posting habits, and engagement. Each group presents their findings, highlighting how these influencers shape public opinion and societal trends.

Connecting to Careers and Curriculum

These activities don’t just build media literacy they connect to real-world career pathways in:

Social media marketing and influencer strategy
Data science and statistical analysis
STEM fields and digital communication

They also align with national standards in data analysis, claim evaluation, and critical questioning.

Final Thoughts: Empowering the Next Generation of Critical Thinkers

By exploring the intersection of social media and misinformation through data, students gain the tools to become more discerning consumers—and creators—of content to help stop the spread of misinformation on social media. In a world where influence is currency, understanding how it works is more important than ever.

Lindsey Davis

Lindsey Davis partners with leading brands to bring innovative educational programs to life. As a Senior Partner Marketing Manager at Discovery Education, she blends strategy, creativity, and collaboration to amplify learning experiences in classrooms across the country.

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Discover Data is a 21st Century education initiative powered by the Nielsen Foundation in collaboration with Discovery Education and the National AfterSchool Association that introduces students across the country to relatable, real-world applications of data and the professionals using that data to innovate for the future.

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Make the Most of Classroom Data

Kendell Hunter — Tue, 08 Apr 2025 21:37:31 +0000

Data-driven instruction has become a key element in today’s teaching strategies, empowering educators to make informed decisions that enhance student learning outcomes. But what does it really mean to use data to drive instruction? And how can educators ensure they’re using it to its fullest potential? It starts with understanding the true value of learning data. Then, knowing how to apply that value in the right places, at the right time.

By examining various types of educational data and understanding its value, teachers and school leaders can better understand student needs, tailor their instruction to meet those unique needs, and make adjustments that foster growth for every student.

Key Types of Data in the Classroom to Drive Instruction

Grasping the value of data starts with understanding the different types available and their unique value. Below, we’ll look at the key types of educational data educators should be leveraging:

Formative assessments

Formative assessments like quizzes, class activities, and exit tickets, happen during learning to monitor student progress and inform ongoing instruction. By regularly analyzing their results, teachers can identify which concepts students are mastering and where they might need additional support. This real-time insight is invaluable in that it allows for just-in-time adjustments to lesson plans and slows, or even stops, knowledge gaps from widening. Having an instructional tool with embedded formative assessments can be even more invaluable, like DreamBox Math, DreamBox Reading, and Reading Plus because they track critical learning data to inform instruction.

Summative assessments

Summative assessments, such as end-of-unit tests or state exams, provide a broader view of student achievement over time. This data helps educators evaluate overall instructional effectiveness at both the classroom and district levels, identifying long-term trends that may call for curriculum adjustments, targeted interventions, and specialized professional learning.

Integrating both formative and summative assessments into everyday instruction can help ensure the data is not only real-time but also provides an actionable insight at the most impactful moment for each student. Here are a few tips to build assessments, specifically for math, into everyday instruction.

Student Behavior

Student behavior is closely tied to academic performance, and tracking behavioral data—such as attendance, participation, and engagement—offers critical insight into what may be affecting a student’s success in the classroom. This data helps educators understand the root causes of challenges, whether they are behavioral or academic.

Student Growth Data

Student growth data tracks individual progress over time, focusing not just on where students currently stand but on how far they’ve come in their learning journey. Unlike one-off assessments, growth data reflects the incremental progress students make throughout the year, highlighting both achievements and areas of opportunity.

4 Ways K-12 Leaders Can Leverage Data for Smarter Decisions

Educators have access to more data than any time in history, but is it leading to data-informed decisions? Check out four key strategies to leveraging data that help educators make smart decisions that impact teachers, students, and their educational communities.

Learn More

Data-Driven Decision-Making in Practice

While data-driven instruction is incredibly impactful, its application varies across different educational settings. From classroom teachers adjusting lessons to school leaders shaping curriculum changes, it’s important that educators understand the value that each data type brings so they can effectively recognize patterns, identify problems, and implement the right solutions.

In the Classroom	At the School	Across the District
At the classroom level, data-driven instruction enables teachers to respond quickly to their students’ needs. A teacher might analyze formative assessment data after a quiz and notice that most students struggle with a specific concept. This data helps teachers quickly identify when to reteach or reinforce the concept using different strategies to ensure student mastery before moving forward.	On a school-wide level, data can help identify broader trends and inform instructional strategies across grade levels or subjects. For example, a principal might review behavioral and academic data to pinpoint patterns of chronic absenteeism in a grade. By identifying this trend early, school leaders can implement targeted interventions—such as monitoring programs or parental engagement workshops—to support students at risk of falling behind.	At the district level, administrators rely on data to make informed decisions about resource allocation and curriculum planning. Imagine a district where summative data shows declining math scores across schools. District leaders could use this data to evaluate potential causes of the problem and design a solution to address it. For example, the district could consider new math curriculum or invest in additional resources, like an intervention program.

Benefits of Data-Driven Instruction

When educators understand the available data and, importantly, how each data set interacts with and informs other data, data-driven instruction can yield significant benefits, including:

Personalized Learning

Data-driven instruction allows teachers to tailor lessons and assignments to meet each student’s unique needs. The Intelligent Adaptive Learning in DreamBox Math is just one example of how teachers can ensure that every student receives the targeted support or enrichment they need because they have data that can identify exactly where students are in their math journey.

Early Identification of Struggling Students

Data can act as an early warning system, helping educators spot subtle yet critical shifts in student learning patterns. By regularly analyzing student data, educators can identify those who may be struggling before it’s too late. Whether it’s through behavioral data or early assessment scores, teachers can step in and provide interventions to prevent students from falling further behind.

Targeted Group Instruction

Data empowers educators to confidently make decisions grounded in evidence. Rather than having to “teach to the middle” or rely on anecdotal evidence, teachers and administrators can deliver targeted instruction and support to the right students, at the right time. For example, if a teacher sees from assessment data that only a small group of students is struggling with a particular concept, they can offer targeted small-group instruction while the rest of the class moves forward.

Efficient Resource Allocation

For administrators, data-driven decision-making allows for the strategic allocation of resources. This means investing in programs, tools, or support staff where they are most needed. For example, if a district identifies one school with a high number of students falling behind in math, resources like math specialists or tutoring programs can be provided to that school to offer targeted support.

Improved Collaboration

When educators across a district have access to the same data, collaboration naturally improves between classrooms and schools. Teachers can share strategies based on data insights, principals can align school-wide goals, and district leaders can make decisions that benefit all schools in the system.

Data in the Classroom is Essential to Successful Learning

Using data to drive instruction isn’t just a trend—it’s an essential strategy for empowering educators and students alike. By harnessing the power of data through understanding their innate value, schools can create more personalized learning experiences, improve student outcomes, and make informed decisions that benefit the entire school community.

Discovery Education and Otus have joined forces to deliver a powerful combination of proven teaching & learning solutions and state-of-the-art data analytics. With clear, actionable insights at both the classroom and district levels, it’s easier than ever to make strategic, data-driven decisions that improve student outcomes.

Kendell Hunter

Making Data Work for You: Insights that Drive Impact

Watch the on-demand webinar from Otus and Discovery Education to explore how to unify student data, measure what matters, and turn insights into action.

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Make Your Student Achievement Data More Than a Road Atlas

DE Staff — Sat, 05 Apr 2025 21:39:13 +0000

Everyone loves a good road trip, especially when you get to be the navigator. For some, it that means flipping through a spiral-bound road atlas to plan routes and stops the old-fashioned way. For others, it’s using the latest technology to guide in the most efficienct, and least stressful way. Either way, it’s all about the journey just as much as the destination.

As helpful as a road atlas or online maps can be for planning, they’re tools that don’t have the power to transport people. They’re a reference that can only inform travelers as they act and move. In the same way, districts looking at student data are like road trippers looking at an online map.  Educators have plenty of information, but the data doesn’t have the power to improve achievement—it’s up to educators to interpret it and take action for their students.  What complicates matters more for districts is that student learning doesn’t follow predictable, well-defined paths like road-trippers find on an atlas. So educators must be ready for detours or traffic delays at any moment. And sometimes they even need to build new roads and rest stops. Therefore, to make sure every student is on a path to success, districts not only need actionable data, but also high-quality resources that can be used with students. 

That’s why data-informed learning resources that lead to meaningful student growth are essential.  For example, it’s not enough to have test scores that reveal which students need help dividing fractions, nor is it enough to simply have students memorize; “yours is not to reason why, just invert and multiply.”   Educators know that rote memorization doesn’t work in the long run. It’s like junk food on a road trip. When students need intervention, there’s no quick fix; they need better pedagogy and curricular materials that help them understand fraction division beyond simply a memorized procedure.

Because districts need both actionable insights and effective resources, Discovery Education (DE) is proud to provide educators with tools for making data-informed instructional decisions along with award-winning resources for taking action. And now, to make this process even easier for DE partner schools and districts, we’ve joined forces with Otus, a K-12 assessment, data, and insights solution, to help schools harness the power of data to improve learning outcomes for all students. Our partnership empowers school leaders and educators to make strategic, data-informed decisions while providing the resources they need to support student success continually throughout the year.  

We know where we want our students to be by the end of the school year. And they’ll always need us to meet them where they are. The data we have about them is a first step toward that goal. The next steps require us to meet them in pedagogically sound ways, inspiring them to be curious and confident learners who think critically and compassionately. When it comes to learning, the journey of persisting and progressing is how students reach proficiency. With Discovery Education and Otus, it’s easier than ever for districts to have not only an atlas, but also the vehicles to ensure inspiring road trips for student learning. 

Learn How Otus and Discovery Education are Teaming Up

A Partnership in Excellence

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