One-to-One Computing in K-12 Education
Summary
One-to-One (1:1) computing refers to initiatives that provide each pupil with a dedicated digital device, such as a laptop or tablet, throughout their schooling. Originating in the early 2000s, these programmes aim to promote equitable access to technology, personalised learning pathways and enhanced engagement. By integrating devices into daily instruction, educators can deploy interactive multimedia, real-time assessment tools and collaborative platforms that adapt to individual learner needs. Evidence highlights improvements in digital literacy and problem-solving skills, while emphasising the importance of robust infrastructure and continuous teacher professional development. Globally, districts from rural communities to metropolitan centres have reported gains in pupil motivation and opportunities for differentiated instruction. However, 1:1 computing also presents challenges: maintaining device security, addressing disparities in home internet access, redesigning curricula to leverage technology and ensuring accessibility for learners with special educational needs. Effective implementation requires coherent strategies combining technical support, ongoing pedagogical training and frameworks that align digital tools with learning objectives. When successful, 1:1 initiatives can narrow the digital divide, nurture learner autonomy and prepare pupils for a rapidly evolving digital landscape.
Research from Nature Portfolio
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One-to-One Computing in K-12 Education publication trend
The graph below shows the total number of articles in one-to-one computing in k-12 education across all publications each year (not limited to Nature Index journals).
Technical terms
One-to-One Computing: An educational model in which each pupil is provided with an individual computing device.
Digital Divide: The gap between individuals or communities in access to and proficiency with digital technologies.
Personalised Learning: Instructional approaches that tailor content and pace to individual learner profiles using adaptive technologies.
Digital Literacy: The set of skills required to locate, evaluate, use and create information using digital technologies.
Formative Assessment: Ongoing evaluations of pupil learning used to inform instruction and provide feedback.
References
- School‐Issued Devices for Home Use in Kindergarten through 5th Grade and Parent Perceptions of Child Learning, Behavior, and Conflict. Human Behavior and Emerging Technologies (2023).
- Teachers Bridging the Digital Divide in Rural Schools with 1:1 Computing. The Rural Educator (2020).
- Teacher Experience of Integrating Tablets in One-to-One Environments: Implications for Orchestrating Learning. Education Sciences (2019).
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