The Real Impact of Hypothesis:

ROI and Institutional Success Stories

Across higher education, more instructors are turning to Hypothesis to make reading active, collaborative, and meaningful. The results speak for themselves: improved engagement, stronger performance, and better student outcomes.

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Why Hypothesis? Because It Works

Backed by data from real classrooms, Hypothesis has consistently improved key academic metrics. Here’s what institutions are seeing:

Increase in reading completion rates

32% Lower failure rates and improved student retention

Stronger student engagement with course materials by up to 5X

Faculty reporting more inclusive and accessible learning environments

Case Studies: Hypothesis in the Classroom

Across institutions, Hypothesis is helping students succeed — not just anecdotally, but measurably. Here are some standout examples:

UT Austin & University of Minnesota – More Days Reading, Deeper Engagement

When instructors at UT Austin and UMN integrated Hypothesis with their eTexts, student engagement with course materials more than tripled.

  • University of Texas – Austin: Students using Hypothesis engaged with course texts on average 3-5x more days than peers in non-Hypothesis sections.
  • University of Minnesota: Students doubled their reading days when using Hypothesis.

“Hypothesis gives students the chance to see how reading can give them an advantage.”
— Viranga Perera, Assistant Professor of Instruction, UT Austin

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Indiana University Bloomington – 78,000+ Annotations, Stronger Community

In a first-year writing seminar, Indiana University saw immediate gains after adding Hypothesis to online sections:

  • Over 78,000 student annotations across 182 courses
  • Engagement extended well beyond requirements, with students making 200+ annotations on a single reading

“It’s such a low lift, and the yield is so high in terms of what I’m getting back as the instructor.”
— Justin Hodgson, Associate Professor of English, Indiana University Bloomington

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College of Pharmacy (R1 Institution) – 2X Increase in Student Comprehension

By using Hypothesis with research texts, instructors saw remarkable academic growth:

  • 2x increase in undergrads demonstrating graduate-level comprehension.
  • Near 100% engagement in course discussions.
  • Gains were equitable across BIPOC and 1st Gen students.

“Hypothesis gave these students the psychological safety to speak up. That’s huge.”
— Nicholas Denton, Senior Lecturer of Pharmacy Education and Innovation

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CUNY Kingsborough – Surge in A+ Grades and Peer Collaboration

After implementing Hypothesis in a general biology course:

  • Nearly half the class earned A+ grades (up from 1–2 students typically)
  • Students built a tight-knit learning community and improved critical thinking

“Within two weeks, the students effectively became the drivers of their own learning.”
— Kristin Polizzotto, Professor of Biological Sciences, CUNY Kingsborough

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Educator Spotlight: Real Voices from the Classroom

Why I Won’t Teach Without Hypothesis

By Angie Miller, Department Chair of Teacher Education, Ozarks Technical Community College

 

Angie Miller shares how Hypothesis transformed her Educational Psychology course—shifting students from disengaged readers to active, reflective learners. From fostering metacognition to enabling meaningful collaboration, Angie explains why this tool is now non-negotiable in her teaching practice.

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Why We Chose Hypothesis: A Social Annotation Success Story from West Liberty University

“I use Hypothesis in all of my courses—it’s something I’m truly passionate about.” — Merilee Madera

 

When West Liberty University evaluated social annotation tools, Hypothesis stood out. For Merilee Madera, Interim Director of Distance Education, who uses the tool in every course she teaches, it was more than a feature match—it was a transformation. Hypothesis not only changed how students engaged with texts, but how they collaborated, reflected, and showed up for learning.

 

Hypothesis in LMS on a laptop screen

What Sets Hypothesis Apart

You don’t just need another edtech tool — you need one that delivers lasting value.
Here’s why institutions are choosing Hypothesis:

  • Fully integrated with all major LMS platforms
  • FERPA, GDPR, and accessibility compliant
  • Live and on-demand faculty training and onboarding
  • Used at over 400 institutions worldwide

Need a Quick Summary?

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Still Have Questions?

Our team is happy to talk through how Hypothesis can fit your institution’s goals and budget.

 

Testimonials

Associate Professor of Teaching/Instruction
Temple University
Marcia Bailey
"Hypothesis is an excellent tool to engage students with the text and with each other. I used it almost weekly this semester."
Distinguished Service Professor of Anthropology
Knox College
Nancy Eberhardt, Ph.D.
"Hypothesis gets students talking to each other about the reading outside of the classroom in a way that I have never been able to see happen before. They come to class much more ready to talk about the reading, and I have a sneak preview of the issues they found most compelling, as well as the ones they might have missed"
Professor of English
Florida State University
Candace Ward, Ph.D.
"I’ve found Hypothesis invaluable in engaging students with assigned reading material…The students say very smart things; they engage with each other very civilly and respectfully, and they synthesize their annotations with other class discussions, projects, and readings."
ESOL Instructor
Peralta Community College District
Danitza Lopez
"We love Hypothesis! This handy tool allows us to go deeper than any other platform because we can directly have discussions about a particular word/sentence/paragraph within a text. We even use it for peer reviews, and it works super well. It is such an easy tool to use, too!"
Professor of English
Cerritos College
Francie Quaas-Berryman
"I have found Hypothesis to be a great way to guide students through online reading, provide additional resources directly through the text, and engage them in online discussions of the text!"
Professor of Chemistry
Rutgers University–Camden
Dr. Georgia Arbuckle-Keil
"I noticed that the personality of the students came through...I gain insight into the students beyond what is possible in the classroom. Even after we are back in person, I have enjoyed getting to know students via Hypothesis beyond a typical classroom response."
Distinguished Professor
Information Science and Computer Science, University of Colorado Boulder
Leysia Palen
"With Hypothesis, everyone’s visible to each other and so we really do have a chance at creating a learning community. Students get to know each other’s names. Conversations with Hypothesis feel very warm and collegial. Nobody has to be afraid of raising their hand"
Assistant Professor
Gender, Women, and Sexuality Studies, Metropolitan State University of Denver
Dr. Sonny Dhoot
"Hypothesis allows us to push the limits of what we think is required as a solitary activity. Every time I ask my students to annotate, it has a very clear purpose and will directly benefit the students. The annotations are almost like a ‘living’ text that they are able to go back to. With Hypothesis, students are actually reading together, and they are giving each other feedback. I would never have thought that you could do that."