Towards metaphors for quantum computational thinking
Open Access
- 3 April 2026
- journal article
- research article
- Published by Springer Nature in EPJ Quantum Technology
- Vol. 13 (1)
Abstract
In recent years, the quantum computing industry has seen significant investment and growth. However, this burgeoning industry faces a persistent labour gap: individuals with computing expertise, an understanding of quantum principles, and the ability to apply these principles to computing practices, are in increasing demand, but finding such individuals is proving challenging. We frame this problem as one of education, arguing that a computing-centred approach to learning about quantum computing is needed, and that the notion of computational thinking can help to define appropriate learning goals and outcomes in this context. We propose that metaphors can be an effective pedagogical tool in supporting the development of ‘quantum computational thinking’. In this paper, we present our efforts to gather and assess a collection of metaphors that are currently used to teach quantum computing concepts. We describe a series of interviews with quantum computing experts in which we aimed to elicit such metaphors, and document our process of metaphor identification and metaphorical model synthesis. We subsequently assess these metaphors and models using both numerical rating data from experts and our own qualitative analysis. Informed by our findings, we suggest ways of developing metaphors that better support quantum computational thinking: emphasising target concepts’ computational roles, acknowledging connections between concepts, and balancing procedural narratives with embodied, tangible imagery.Keywords
Funding Information
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (NWA.1292.19.194)
This publication has 55 references indexed in Scilit:
- The Many Roles of Metaphors in Learning and Doing Physics2024
- Quantum Technologies and Society: Towards a Different SpinNanoEthics, 2022
- Identifying embodied metaphors for computing educationComputers in Human Behavior, 2020
- Can computational thinking be improved by using a methodology based on metaphors and scratch to teach computer programming to children?Computers in Human Behavior, 2020
- C2STEM: a System for Synergistic Learning of Physics and Computational ThinkingJournal of Science Education and Technology, 2019
- A Survey on quantum computing technologyComputer Science Review, 2019
- Teaching Quantum Computing2018
- Defining Computational Thinking for Mathematics and Science ClassroomsJournal of Science Education and Technology, 2015
- Abstraction in Computer ScienceMinds and Machines, 2007
- Mapping consumers' mental models with ZMETPsychology & Marketing, 2002