Making the quantum world accessible to young learners through Quantum Picturalism: An experimental study
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arXiv
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| Autori principali: | , , , , , , , , , , , , , , |
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| Natura: | Preprint |
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2025
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| author | Dündar-Coecke, Selma Puca, Caterina Yeh, Lia Waseem, Muhammad Hamza Pothos, Emmanuel M. Cervoni, Thomas Pfaendler, Sieglinde M. -L. Wang-Maścianica, Vincent Sigrist, Peter Tomassini, Ferdi Anandraj, Vincent Khan, Ilyas Gogioso, Stefano Kissinger, Aleks Coecke, Bob |
| author_facet | Dündar-Coecke, Selma Puca, Caterina Yeh, Lia Waseem, Muhammad Hamza Pothos, Emmanuel M. Cervoni, Thomas Pfaendler, Sieglinde M. -L. Wang-Maścianica, Vincent Sigrist, Peter Tomassini, Ferdi Anandraj, Vincent Khan, Ilyas Gogioso, Stefano Kissinger, Aleks Coecke, Bob |
| contents | The educational value of a fully diagrammatic approach in a scientific field has never been explored. We present Quantum Picturalism (QPic), an entirely diagrammatic formalism for all of qubit quantum mechanics. This framework is particularly advantageous for young learners as a novel way to teach key concepts such as entanglement, measurement, and mixed-state quantum mechanics in a math-intensive subject. This eliminates traditional obstacles without compromising mathematical correctness - removing the need for matrices, vectors, tensors, complex numbers, and trigonometry as prerequisites to learning. Its significance lies in that a field as complex as Quantum Information Science and Technology (QIST), for which educational opportunities are typically exclusive to the university level and higher, can be introduced at high school level. In this study, we tested this hypothesis, examining whether QPic reduces cognitive load by lowering complex mathematical barriers while enhancing mental computation and conceptual understanding. The data was collected from an experiment conducted in 2023, whereby 54 high school students (aged 16-18) underwent 16 hours of training spread over eight weeks. The post-assessments illustrated promising outcomes in all three specific areas of focus: (1) whether QPic can alleviate technical barriers in learning QIST, (2) ensures that the content and teaching method are age appropriate, (3) increases confidence and motivation in science and STEM fields. There was a notable success rate in terms of teaching outcomes, with 82% of participants successfully passing an end-of-training exam and 48% achieving a distinction, indicating a high level of performance. The unique testing and training regime effectively reduced the technical barriers typically associated with traditional approaches, as hypothesized. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_01013 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Making the quantum world accessible to young learners through Quantum Picturalism: An experimental study Dündar-Coecke, Selma Puca, Caterina Yeh, Lia Waseem, Muhammad Hamza Pothos, Emmanuel M. Cervoni, Thomas Pfaendler, Sieglinde M. -L. Wang-Maścianica, Vincent Sigrist, Peter Tomassini, Ferdi Anandraj, Vincent Khan, Ilyas Gogioso, Stefano Kissinger, Aleks Coecke, Bob Physics Education Quantum Physics The educational value of a fully diagrammatic approach in a scientific field has never been explored. We present Quantum Picturalism (QPic), an entirely diagrammatic formalism for all of qubit quantum mechanics. This framework is particularly advantageous for young learners as a novel way to teach key concepts such as entanglement, measurement, and mixed-state quantum mechanics in a math-intensive subject. This eliminates traditional obstacles without compromising mathematical correctness - removing the need for matrices, vectors, tensors, complex numbers, and trigonometry as prerequisites to learning. Its significance lies in that a field as complex as Quantum Information Science and Technology (QIST), for which educational opportunities are typically exclusive to the university level and higher, can be introduced at high school level. In this study, we tested this hypothesis, examining whether QPic reduces cognitive load by lowering complex mathematical barriers while enhancing mental computation and conceptual understanding. The data was collected from an experiment conducted in 2023, whereby 54 high school students (aged 16-18) underwent 16 hours of training spread over eight weeks. The post-assessments illustrated promising outcomes in all three specific areas of focus: (1) whether QPic can alleviate technical barriers in learning QIST, (2) ensures that the content and teaching method are age appropriate, (3) increases confidence and motivation in science and STEM fields. There was a notable success rate in terms of teaching outcomes, with 82% of participants successfully passing an end-of-training exam and 48% achieving a distinction, indicating a high level of performance. The unique testing and training regime effectively reduced the technical barriers typically associated with traditional approaches, as hypothesized. |
| title | Making the quantum world accessible to young learners through Quantum Picturalism: An experimental study |
| topic | Physics Education Quantum Physics |
| url | https://arxiv.org/abs/2504.01013 |