Pilots & Findings

From Ideas to Classrooms

The true test of an idea is what happens when it meets teaching and learning. We work with teachers and schools to investigate our research questions in real classrooms.

Our pilot sites aren't just places where we try out new technology. They're research partnerships.

Teachers work with us to figure out which learning evidence is actually useful, which is a burden, what only becomes visible over time, and whether better-organized evidence can help them make stronger instructional decisions.

We bring together different ages, subjects, teaching approaches, technologies, and cultural contexts, and that mix is deliberate. If we want to understand learning, we have to study it where it really happens.

Four Pilots. Different Contexts. Shared Questions.

Our planned 2027 pilot program will bring SchoolWorks research into schools in the United States, Australia, and India. Each setting allows us to investigate different dimensions of the same larger question: Can better evidence help us understand learning as it develops?

St. James Parish Primary School

Melbourne, Victoria

Rich Learning Evidence

SchoolWorks is developing a pilot with St. James Parish Primary School in Melbourne, Australia. The pilot will explore how Pathfinder can organize the rich evidence teachers already gather—including observations, student work, conversations, photographs and other classroom documentation.

Seabrook Middle School

Seabrook, New Hampshire

Learning Across Time

SchoolWorks is developing a pilot with sixth-grade teachers at Seabrook Middle School in New Hampshire. The work will examine whether evidence gathered in English language arts and social studies can provide a more complete longitudinal picture of student learning.

Winnacunnet High School

Hampton, New Hampshire

Teacher-Centered Evidence

SchoolWorks is exploring a pilot with educators at Winnacunnet High School in New Hampshire. The proposed work would examine how teachers can capture and interpret evidence of developing understanding alongside existing assignments, examinations and accountability requirements.

Stanvard Senior Secondary School

Udaipur, Rajasthan

Learning Across Contexts

SchoolWorks is developing a pilot relationship with Stanvard educators in Udaipur, Rajasthan. The proposed study would involve two comparable classroom sections—one using Pathfinder and one continuing with existing instructional and assessment practices.

One Research Program

Although each pilot is different, the sites contribute to a common research agenda.

Research Question
Australia
Seabrook
Winnacunnet
India
Teacher Workload✓✓✓ 
Learning Patterns✓✓✓✓
Professional Judgment✓✓✓✓
Student Portfolios✓✓  
Interoperability  ✓✓
Cross-Cultural Validity✓  ✓

Different classrooms. Different contexts. Shared questions.

Together, the pilots allow us to compare what happens across settings rather than drawing conclusions from a single implementation.

What We Will Examine

Across the pilot program, SchoolWorks will look for evidence related to several broad questions.

Feasibility 
Can educators actually use the approach during normal teaching?

Evidence Quality 
Does the information collected provide meaningful evidence of student learning?

Teacher Usefulness 
Does the evidence help teachers understand students or make instructional decisions?

Student Participation 
Can students meaningfully contribute to documenting and reflecting on their learning?

Teacher Workload 
Does the approach reduce, redistribute, or unintentionally increase teacher work?

Longitudinal Value 
Does evidence become more useful when examined across time?

Technology 
Can Pathfinder help organize and surface evidence without becoming another burden?

Transferability 
Which elements work across subjects, grade levels, schools, and countries — and which must change?

From Pilot Evidence to Findings

We Will Report What We Learn

This section of the SchoolWorks website will evolve as the pilots progress. For each pilot, we intend to document:

The Research Question 
What are we trying to understand?

The Context 
Where and with whom are we studying it?

The Approach 
What are teachers and researchers doing?

The Evidence 
What information are we examining?

What We Are Observing 
What patterns appear to be emerging?

Findings 
What conclusions does the evidence ultimately support?

Questions Raised
What do we need to investigate next?

This creates a public record not simply of our successes, but of our learning.

 

Findings — Not Testimonials

We believe this distinction matters.

  • A teacher saying that Pathfinder was helpful is valuable feedback. It is not, by itself, a research finding.
  • A student enjoying a portfolio is encouraging. It does not demonstrate that learning improved.
  • A promising classroom observation may generate a hypothesis. It does not prove the hypothesis.


SchoolWorks will distinguish experience, observation, emerging evidence, and research findings.
That discipline is essential if our goal is to contribute trustworthy knowledge about learning.

What Happens Next?

Evidence from the pilots returns to the SchoolWorks research cycle.

The purpose of the pilots is not to prove that we were right. It is to help us discover what is true.

Follow the Research

The SchoolWorks Lab will share pilot updates, emerging observations, research reports, and findings as this work develops.