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Negative / Null Result ReportOpen accessPhysics

Comparing Visual Qubit Representations in Quantum Education: The Bloch sphere Enhances Task Efficiency

Linda Qerimi; Sarah Malone; Eva Rexigel; Jochen Kuhn; Stefan Küchemann · 2025 · arXiv

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract (excerpt)

Visual-graphical qubit representations offer a means to introduce abstract quantum concepts - such as quantum state, superposition, or measurement - in an accessible manner, particularly for learners with low prior knowledge. Building on a previous expert rating of mechanisms of qubit representations, this study compared two representations - Bloch sphere and Quantum Bead - in terms of learning outcomes, task performance, cognitive load, and mid-term retention. The study was conducted with N=149 school students. The study assessed conceptual understanding, application-oriented task performance

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Metadata source: arXiv