How to rethink the 1-to-1 laptop model in elementary schools

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The one-to-one laptop model has long been the standard for expanding access to digital learning. But as districts continue investing heavily in student technology, many leaders are now confronting a more practical question: Is the same device model the right fit for every grade level?

In a large urban school district in California serving more than 67,000 students, we recently faced that question while reviewing the performance of our student laptop program.

What began as an analysis of repair trends evolved into a broader examination of how well the model was functioning in classrooms and whether it was consistently supporting instruction at scale.

The most important shift was not technological. It was conceptual. We stopped asking whether every student had a laptop and began asking whether students had consistent access to a working device when instruction began.

That question reframed how we defined access and what we considered success.

Challenges of the one-to-one laptop model

To explore that question, we examined device repair and loss data alongside feedback from teachers, school leaders, students and families. During the 2024–2025 school year, more than 28,000 devices were returned for repair and approximately 7,000 were reported lost or stolen.

In a system this size, these figures reflected not only significant operational costs but also widespread disruptions affecting classrooms every day.

Educators described a consistent instructional challenge. Students frequently arrived at school without a usable device. Some laptops were broken. Others had not been charged overnight. Chargers were often left at home.

In many classrooms, the start of instruction was delayed as teachers worked to troubleshoot devices, locate replacements or adjust lessons on the spot.

Families shared a similar perspective. Maintaining devices at home had become an added daily responsibility, particularly for younger students.

Parents described the challenge of ensuring devices were charged, packed and returned to school each day, often alongside managing schedules for multiple children.

School leaders described the operational strain. Time was spent tracking missing devices, coordinating repairs and responding to issues that extended beyond the classroom.

What appeared to be a device management issue was, in practice, affecting instructional time and consistency. Taken together, these insights revealed that what initially appeared to be a technology issue was, in fact, an instructional access issue.

As we continued analyzing the data, another pattern became clear. Elementary schools accounted for a disproportionately high number of device repairs and losses compared to secondary schools.

Younger students were responsible for transporting laptops between home and school each day, increasing the likelihood of damage, forgotten devices and charging issues.

At the same time, instructional use differs across grade levels. In many elementary classrooms, devices are used during specific parts of the school day rather than continuously across subjects.

Secondary students, by contrast, rely on laptops across multiple classes and assignments, making daily device access outside of school more essential. These differences led us to reconsider whether a single device model should apply across all grade levels.

How not to create more barriers

After reviewing both the data and stakeholder feedback, the district transitioned elementary schools to classroom-based device sets. Each classroom is equipped with a full set of laptops that remain on campus, ensuring that students have access to a working device when instruction begins.

This approach directly addresses many of the challenges educators described. Because devices stay at school, students no longer arrive without laptops or with uncharged batteries.

Teachers can begin lessons immediately rather than troubleshooting device issues. Students experience more consistent access, and classroom routines become more predictable.

The shift also reduces the burden on families and decreases the likelihood of damage or loss associated with daily transportation. Schools spend less time managing repairs and tracking missing equipment, allowing staff to focus more on teaching and learning.

For district leaders considering similar shifts, three questions may help guide decision-making:

  1. Is access consistent during instruction? Device availability at the moment of learning matters more than overall distribution.
  2. How does the model function in practice? Operational data should be paired with feedback from teachers, students, and families to understand real classroom impact.
  3. Does the strategy align to grade-level needs? Elementary and secondary classrooms often require different approaches based on how technology is used.

This experience reinforced an important leadership lesson. Technology strategies do not need to be uniform across grade levels. Aligning device models to instructional context can improve both reliability and classroom effectiveness.

Providing every student with a device does not automatically guarantee access to digital learning. In some cases, the model designed to expand opportunity can unintentionally create new barriers to consistent use.

The most important leadership question is not whether a program was implemented successfully. It is whether it is working in classrooms the way it was intended to.

Kristi Imberi-Olivares and Andrew Hendricks
Kristi Imberi-Olivares and Andrew Hendricks
Kristi Imberi-Olivares, Ph.D., is executive director of the Project Management Office at Fresno Unified School District and a Harvard Strategic Data Project supervisor. Andrew Hendricks, MBA, is an analyst at Fresno Unified School District and a Harvard Strategic Data Project fellow.

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