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arXiv:2604.24015

QubitQuest: Learning Quantum Computing through Mini-Games

Bella Hill, Miguel Ehécatl Morales-Trujillo

Published Apr 27, 2026• 0 citations
arXivHTMLPDF

Abstract

Quantum Computing (QC) is often challenging for beginners due to its abstract concepts and mathematical foundations. This paper explores the use of gamification to support the learning of introductory QC concepts. To investigate this, QubitQuest was developed as a set of three educational mini-games designed to teach key QC topics: the Bloch sphere, entanglement, and quantum circuits. The mini-games aim to balance engagement, motivation, and learning while introducing concepts in small and focused units of progressive difficulty. A two-phase user study was conducted to evaluate the mini-games. In the first phase, a preliminary survey was conducted to gather information on learners' preferences and inform the design of the mini-games. In the second phase, participants played the mini-games and completed pre- and post-game questionnaires to assess their learning. The results show that participants improved their understanding of introductory QC concepts after playing the mini-games, with post-game scores higher than pre-game scores. Those who completed more levels achieved higher post-game scores, indicating that motivation and engagement influenced the learning outcomes. These findings suggest that mini-games may improve students' learning experience and outcomes when exposed to introductory QC concepts.

DOI
10.48550/arxiv.2604.24015

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Quantum Computing (QC) is often challenging for beginners due to its abstract concepts and mathematical foundations. This paper explores the use of gamification to support the learning of introductory QC concepts. To investigate this, QubitQuest was developed as a set of three educational mini-games designed to teach key QC topics: the Bloch sphere, entanglement, and quantum circuits. The mini-games aim to balance engagement, motivation, and learning while introducing concepts in small and focused units of progressive difficulty. A two-phase user study was conducted to evaluate the mini-games. In the first phase, a preliminary survey was conducted to gather information on learners' preferences and inform the design of the mini-games. In the second phase, participants played the mini-games and completed pre- and post-game questionnaires to assess their learning. The results show that participants improved their understanding of introductory QC concepts after playing the mini-games, with post-game scores higher than pre-game scores. Those who completed more levels achieved higher post-game scores, indicating that motivation and engagement influenced the learning outcomes. These findings suggest that mini-games may improve students' learning experience and outcomes when exposed to introductory QC concepts.
This work-in-progress research paper presents an innovative learning methodology based on gamification and the concept of “building your own knowledge” to motivate and spark students' interest in quantum computing. Using the Scratch platform with younger high school students, basic quantum computing principles are taught through interactive mini-games, focusing on concepts like superposition and entanglement. For older students, a more formal methodology is proposed that uses the Bloch Sphere representation via the CreatiCode platform. This paper discusses an implementation of the proposal with high school groups, including statistical analysis and feedback collection to assess concept acquisition, strengths, weaknesses and student satisfaction. Data is gathered through questionnaires and interviews, enabling comparison with external test groups for comprehensive evaluation. This approach integrates computational thinking, gamification and visual knowledge construction, aligning with STEM education principles and fostering knowledge retention.
Abstract The revolutionary new field of quantum computing (QC) continues to gain attention in industry, academia, and government in both research and education. At educational institutions, there is a proliferation of introductory courses at various academic levels signaling a growing interest and recognition of the significance of this field. A crucial and often overlooked aspect is the development of research-based materials and pedagogical approaches to effectively teach the complexities of QC to diverse cohorts of learners across multiple disciplines. There is a great need for empirical investigations of the effectiveness of learning materials and pedagogical approaches in this new interdisciplinary field. We present an empirical investigation done at an R1 institution using the multiple case study method. We compare a case study on students in an introductory QC course without research-based mini-tutorials to a study of students taking the QC course with research-based mini-tutorials. We compare the strengths and difficulties of students in the two courses, discuss the general strengths and difficulties of students across both courses, postulate the effectiveness of the mini-tutorials and discuss how they can be revised. Strengths across both classes include the ability to apply single-qubit and two-qubit gates, favoring application of Dirac notation, and a reasonable understanding of normalization, probability and teleportation described qualitatively. Difficulties across both classes included use of matrix representation, use of rotation gates, and an ability to recall and analyze quantitatively a circuit representing teleportation. We postulate that the mini-tutorials on gates, normalization, probability and a qualitative description of teleportation may have been effective in increasing students’ understanding of the concepts. We also identify mini-tutorials that may need revision.
Quantum computers are a new generation of computers, whose principles for designing algorithms have already been defined, despite their hardware implementation still being under development. Attracting more scientists to the field is crucial to developing new algorithms in order to make the most of quantum computers once they are available. Serious games can contribute a lot to this effort. This article focuses on the pilot evaluation of the Quantum Escape serious game, which is based on a 3D format for motivating students and a conceptual simplification strategy for making abstract concepts accessible. Specifically, the game design is grounded in the established Four-Dimensional framework, and it aims to transform abstract concepts like superposition and entanglement, as well as common quantum gates, into intuitive puzzles presented through probabilities. The design of Quantum Escape was evaluated by 27 Computer Science students and graduates, in terms of perceived player experience and perceived short-term learning using a questionnaire based on the established MEEGA+ evaluation framework. The design choices of Quantum Escape seem to be validated, since most novice participants found the game understandable and requiring no prior knowledge, while participants with relevant background in quantum computing also largely endorsed the content’s accuracy. Limitations in the extent of quantum computing concepts and the number of participants dictate further development and evaluation of the game.
Abstract As quantum computing education expands into K-12 settings, learning environments that help novice learners understand abstract quantum concepts and explore quantum circuits are increasingly needed. This study developed EduQubit, a web-based quantum computing learning environment, and compared it with IBM Quantum Composer. A pretest–posttest study was conducted with 84 sixth-grade students from four intact classrooms at an elementary school in South Korea. The four classrooms were randomly assigned to the EduQubit or IBM Quantum Composer condition. EduQubit structured learning through step-by-step missions and subsequent open-ended exploration, whereas the IBM Quantum Composer condition relied on teacher guidance for the same learning tasks. The results included conceptual understanding of quantum computing, self-efficacy of quantum programming, subjective workload, and user experience; student interviews were also conducted.Student-level ANCOVA showed significantly higher posttest conceptual understanding in the EduQubit group after controlling for pretest scores (p = .036, partial η2 = .053). In contrast, quantum programming self-efficacy, subjective workload, and user experience did not differ significantly between the two groups. The exploratory classroom-level analysis showed the same directional pattern for conceptual understanding, although only four classrooms were included. Interviews indicated that both environments supported hands-on circuit exploration, but differed in how that exploration was guided and in the difficulties students encountered.These findings suggest that quantum computing learning environments for novice learners may benefit from going beyond circuit-manipulation functionality to structure learners’ exploration, with greater guidance during initial learning and progressively increasing autonomy. Given the small number of classrooms and the short intervention, the findings should be interpreted as exploratory rather than definitive evidence of the effects of the learning-environment.
With the rapid evolution of quantum computing, education in quantum technology should encompass both theoretical knowledge and practical applications relevant to industry and research. We aim to create an educational model that integrates learning, application, and research in quantum computing for students of all levels. Bridging the gap between coursework and active research, a club led by students provides comprehensive learning modules, followed by mini-challenges, which aim to engage students in active research in the field. These challenges have led to the development of web and standalone applications, contributing to both community and academic knowledge. Throughout its operation, the club has introduced a series of learning materials covering fundamental to advanced quantum computing topics, combined with hands-on challenges and projects that transitioned students from theoretical understanding to practical applications. This paper discusses the structure and outcome of the club activities, highlighting specific educational strategies taken and their educational and research achievements. Results indicate the practicality of the club's structure, evidenced by the members' contributions to the field through application development and publications. By detailing the club's methodology, achievements, and challenges, this paper aims to provide insight for educators looking to cultivate similar programs that encourage active learning and research in quantum computing.
With the development of quantum computing and quantum information science, quantum games are emerging as a novel educational tool that helps students intuitively understand complex quantum concepts. This paper explores the application of quantum games in quantum education, with a focus on analyzing the rules, teaching design, and their impact on students' cognitive development in “Quantum Chess”. Quantum Chess integrates core concepts such as quantum superposition, entanglement, and measurement, allowing students to experience the unique phenomena of quantum physics during the game. In the future, further optimization of the integration of quantum games and education will be necessary to meet diverse learning needs and promote the broader application of quantum computing technology in the field of education.