Blockchain Technology in K-12 Computer Science Education?!
Abstract
:1. Introduction
2. Theoretical Background
- The data layer, which stores transaction records such as block data, chain structure, time stamps, and hash functions.
- The network layer, which works as distributor of information among the nodes using peer-to-peer networks, propagation, and verification mechanisms.
- The consensus layer, which incorporates protocols (such as Proof-of-Work and Proof-of-Stake) on how consensus can be achieved without a centralized authority.
- The incentive layer, which rewards users contributing to the computing power by incorporating economic factors into the chain.
- On the contract layer, where regulated and auditable contract specifications are established to ensure the smooth operation of the chain.
- The application layer, which comprises various application codes that provide specific functionalities.
3. Method
3.1. Research Questions
- RQ1: What technological aspects of blockchain are taught or mentioned in existing approaches?
- RQ2: What application uses of blockchain are taught or mentioned in existing approaches?
- RQ3: What (a) economical and (b) ecological aspects are taught or mentioned?
- RQ4: In which types of schools and grade levels were the approaches conducted?
3.2. Review Protocol
3.2.1. Data Sources
- ACM Digital Library (https://dl.acm.org (accessed on 10 November 2023))
- IEEE Xplore (https://ieeexplore.ieee.org (accessed on 10 November 2023))
- Web Of Science (https://www.webofscience.com/wos (accessed on 10 November 2023))
- Google Scholar (https://scholar.google.com/ (accessed on 10 November 2023))
- Elsevier Science Direct (https://www.sciencedirect.com (accessed on 10 November 2023))
- SpringerLink (https://link.springer.com (accessed on 10 November 2023))
3.2.2. Search Strategy
- (”computing education” OR ”informatics” OR ”computer science education”) AND (”blockchain” OR ”crypto*” OR ”nft” OR ”non-fungible”) AND (”k-12 education” OR ”k12 education”)
3.2.3. Study Selection
3.2.4. Data Extraction
3.2.5. Data Analysis
4. Results
5. Discussion
Research Questions | Papers | |||
---|---|---|---|---|
Choi et al. [32] | Choi et al. [35] | Gehrlein and Dengel [36] | Irudayam and Breitinger [37] | |
RQ1: Technological Aspects | - Consensus mechanism | - Blockchain principles and applications | - Immutability and decentralized data storage | - Hashing, encryption, and block structure |
RQ2: Application Uses | - Limited insights | - Limited insights | - Cryptocurrencies, NFTs, and smart contracts | - Cryptocurrencies |
RQ3a: Economical Aspects | - Not addressed | - Not addressed | - Financial impacts | - Not addressed |
RQ3b: Ecological Aspects | - Not addressed | - Not addressed | - Environmental impacts | - Not addressed |
RQ4: Educational Settings | - Elementary school level | - Elementary to secondary levels, teachers, parents | - K-12 | - High school level |
6. Limitations
7. Implications
8. Conclusions and Outlook
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Jabotinsky, H.Y.; Sarel, R. How the COVID-19 Pandemic Affected the Cryptocurrency Market; Columbia Law School’s Blog on Corporations and the Capital Markets: New York, NY, USA, 2021; Available online: https://clsbluesky.law.columbia.edu/2021/03/26/how-the-covid-19-pandemic-affected-the-cryptocurrency-market (accessed on 1 December 2023).
- Pinto-Gutiérrez, C.; Gaitán, S.; Jaramillo, D.; Velasquez, S. The NFT hype: What draws attention to non-fungible tokens? Mathematics 2022, 10, 335. [Google Scholar] [CrossRef]
- Botene, P.H.R.; de Azevedo, A.T.; de ArrudaIgnácio, P.S. Blockchain as an enabling technology in the COVID-19 pandemic: A systematic review. Health Technol. 2021, 11, 1369–1382. [Google Scholar] [CrossRef] [PubMed]
- Nakamoto, S. Bitcoin: A peer-to-peer electronic cash system. Decentralized Bus. Rev. 2008, 21260. [Google Scholar]
- Gan, Q.; Lau, R.Y.K.; Hong, J. A critical review of blockchain applications to banking and finance: A qualitative thematic analysis approach. Technol. Anal. Strateg. Manag. 2021, 1–17. [Google Scholar] [CrossRef]
- Vanian, J. Microsoft Welcomes Back Bitcoin. 2018. Available online: https://fortune.com/2018/01/10/microsoft-bitcoin-temporary-halt/ (accessed on 12 December 2023).
- Yussof, S.A.; Al-Harthy, A.M.H. Cryptocurrency as an alternative currency in Malaysia: Issues and challenges. ICR J. 2018, 9, 48–65. [Google Scholar] [CrossRef]
- Chohan, U.W. Non-Fungible Tokens: Blockchains, Scarcity, and Value. In Non-Fungible Tokens; Routledge: London, UK, 2021. [Google Scholar] [CrossRef]
- Leppla, A.; Olmos, J.; Lamba, J. Fraud Pattern Detection for NFT Markets. SMU Data Sci. Rev. 2022, 6, 21. [Google Scholar]
- Bose, P.; Das, D.; Gritti, F.; Ruaro, N.; Kruegel, C.; Vigna, G. Exploiting Unfair Advantages: Investigating Opportunistic Trading in the NFT Market. arXiv 2023, arXiv:2310.06844. [Google Scholar]
- Huang, J.; He, N.; Ma, K.; Xiao, J.; Wang, H. Miracle or Mirage? A Measurement Study of NFT Rug Pulls. Proc. ACM Meas. Anal. Comput. Syst. 2023, 7, 1–25. [Google Scholar] [CrossRef]
- Best, R.D. Bitcoin Energy Consumption Worldwide 2017–2023. 2023. Available online: https://www.statista.com/statistics/881472/worldwide-bitcoin-energy-consumption/ (accessed on 9 December 2023).
- Kapengut, E.; Mizrach, B. An event study of the ethereum transition to proof-of-stake. Commodities 2023, 2, 96–110. [Google Scholar] [CrossRef]
- Digiconomist. Bitcoin Energy Consumption Index-Digiconomist—digiconomist.net. 2024. Available online: https://digiconomist.net/bitcoin-energy-consumption (accessed on 11 March 2024).
- Truby, J.; Brown, R.D.; Dahdal, A.; Ibrahim, I. Blockchain, climate damage, and death: Policy interventions to reduce the carbon emissions, mortality, and net-zero implications of non-fungible tokens and Bitcoin. Energy Res. Soc. Sci. 2022, 88, 102499. [Google Scholar] [CrossRef]
- Srivastava, G.; Dhar, S.; Dwivedi, A.D.; Crichigno, J. Blockchain education. In Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), IEEE, Edmonton, AB, Canada, 5–8 May 2019; pp. 1–5. [Google Scholar]
- Düdder, B.; Fomin, V.; Gürpinar, T.; Henke, M.; Iqbal, M.; Janavičienė, V.; Matulevičius, R.; Straub, N.; Wu, H. Interdisciplinary blockchain education: Utilizing blockchain technology from various perspectives. Front. Blockchain 2021, 3, 578022. [Google Scholar] [CrossRef]
- Rahardja, U. Blockchain Education: As a Challenge in the Academic Digitalization of Higher Education. IAIC Trans. Sustain. Digit. Innov. (ITSDI) 2022, 4, 62–69. [Google Scholar] [CrossRef]
- Holotescu, C. Understanding blockchain opportunities and challenges. In Proceedings of the Conference “eLearning and Software for Education” (eLSE), Bucharest, Romania, 19–20 April 2018; Carol I National Defence University Publishing House: Bucharest, Romania; Volume 14, pp. 275–283. [Google Scholar]
- Oktian, Y.E.; Singgih, I.K.; Ferdinand, F.N. Serious game for blockchain education purposes (using proof-of-work consensus of bitcoin). In Proceedings of the 2019 5th International Conference on New Media Studies (CONMEDIA), IEEE, Bali, Indonesia, 9–11 October 2019; pp. 177–183. [Google Scholar]
- Kaur, R.; Iorio, C. StudentCoin Price Prediction and Relation to Blockchain Education. In Proceedings of the 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, New Delhi, India, 15–17 March 2023; pp. 28–35. [Google Scholar]
- Di Pierro, M. What is the blockchain? Comput. Sci. Eng. 2017, 19, 92–95. [Google Scholar] [CrossRef]
- Nofer, M.; Gomber, P.; Hinz, O.; Schiereck, D. Blockchain. Bus. Inf. Syst. Eng. 2017, 59, 183–187. [Google Scholar] [CrossRef]
- Teng, S.Y.; Touš, M.; Leong, W.D.; How, B.S.; Lam, H.L.; Máša, V. Recent advances on industrial data-driven energy savings: Digital twins and infrastructures. Renew. Sustain. Energy Rev. 2021, 135, 110208. [Google Scholar] [CrossRef]
- Garriga, M.; Dalla Palma, S.; Arias, M.; De Renzis, A.; Pareschi, R.; Andrew Tamburri, D. Blockchain and cryptocurrencies: A classification and comparison of architecture drivers. Concurr. Comput. Pract. Exp. 2021, 33, e5992. [Google Scholar] [CrossRef]
- Mukhopadhyay, U.; Skjellum, A.; Hambolu, O.; Oakley, J.; Yu, L.; Brooks, R. A brief survey of Cryptocurrency systems. In Proceedings of the 2016 14th Annual Conference on Privacy, Security and Trust (PST), IEEE, Auckland, New Zealand, 12–14 December 2016. [Google Scholar]
- Sestino, A.; Guido, G.; Peluso, A.M. Non-Fungible Tokens (NFTs); Springer Books; Springer: Berlin/Heidelberg, Germany, 2022. [Google Scholar]
- Wang, Q.; Li, R.; Wang, Q.; Chen, S. Non-fungible token (NFT): Overview, Evaluation, Opportunities and Challenges. arXiv 2021, arXiv:2105.07447. [Google Scholar]
- Mohanta, B.K.; Panda, S.S.; Jena, D. An overview of smart contract and use cases in blockchain technology. In Proceedings of the 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IEEE, Bengaluru, India, 10–12 July 2018; pp. 1–4. [Google Scholar]
- Brinda, T.; Diethelm, I. Education in the digital networked world. In Tomorrow’s Learning: Involving Everyone, Proceedings of the Learning with and about Technologies and Computing: 11th IFIP TC 3 World Conference on Computers in Education, WCCE 2017, Dublin, Ireland, 3–6 July 2017; Revised Selected Papers 11; Springer: Berlin/Heidelberg, Germany, 2017; pp. 653–657. [Google Scholar]
- Diethelm, I. Digital Education and Informatics—You can’t have One without the Other. In Proceedings of the 17th Workshop in Primary and Secondary Computing Education, Morschach, Switzerland, 31 October–2 November 2022. WiPSCE ’22. [Google Scholar] [CrossRef]
- Choi, E.; Choi, Y.; Park, N. Blockchain-Centered Educational Program Embodies and Advances 2030 Sustainable Development Goals. Sustainability 2022, 14, 3761. [Google Scholar] [CrossRef]
- Kim, J.; Park, N. Blockchain technology core principle education of elementary school student using gamification. J. Korean Assoc. Inf. Educ. 2019, 23, 141–148. [Google Scholar]
- Nations, U. The 2030 Agenda for Sustainable Development. 2015. Available online: https://sdgs.un.org/goals (accessed on 18 November 2023).
- Choi, E.; Kim, J.; Park, N. An Analysis of the Demonstration of Five-Year-Long Creative ICT Education Based on a Hyper-Blended Practical Model in the Era of Intelligent Information Technologies. Appl. Sci. 2023, 13, 9718. [Google Scholar] [CrossRef]
- Gehrlein, R.; Dengel, A. Tokens in Mind—A Board Game Introducing the Ecological and Economic Aspects of Non-Fungible Tokens. In Proceedings of the 18th WiPSCE Conference on Primary and Secondary Computing Education Research, Cambridge, UK, 27–29 September 2023; pp. 1–2. [Google Scholar]
- Irudayam, L.; Breitinger, F. Teaching Blockchain in K9-12: Instruction materials and their assessment. arXiv 2022, arXiv:2211.05933. [Google Scholar]
- Jahan, N.; Naveed, S.; Zeshan, M.; Tahir, M.A. How to conduct a systematic review: A narrative literature review. Cureus 2016, 8, e864. [Google Scholar] [CrossRef] [PubMed]
- Linnenluecke, M.K.; Marrone, M.; Singh, A.K. Conducting systematic literature reviews and bibliometric analyses. Aust. J. Manag. 2020, 45, 175–194. [Google Scholar] [CrossRef]
- Uttley, L.; Quintana, D.S.; Montgomery, P.; Carroll, C.; Page, M.J.; Falzon, L.; Sutton, A.; Moher, D. The problems with systematic reviews: A living systematic review. J. Clin. Epidemiol. 2023, 156, 30–41. [Google Scholar] [CrossRef]
- Eysenck, H.J. Systematic reviews: Meta-analysis and its problems. BMJ 1994, 309, 789–792. [Google Scholar] [CrossRef]
Inclusion Criteria: | Exclusion Criteria: |
---|---|
Paper is in English | Paper is not in English |
Paper is accessible and available | Paper is not accessible or available |
Paper is focusing on K-12 school education | Paper is not focusing on K-12 school education |
Paper is addressing blockchain technology and/or its applications as a subject | Paper is not addressing blockchain technology and/or its applications as a subject |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Gehrlein, R.; Dengel, A. Blockchain Technology in K-12 Computer Science Education?! Informatics 2024, 11, 79. https://doi.org/10.3390/informatics11040079
Gehrlein R, Dengel A. Blockchain Technology in K-12 Computer Science Education?! Informatics. 2024; 11(4):79. https://doi.org/10.3390/informatics11040079
Chicago/Turabian StyleGehrlein, Rupert, and Andreas Dengel. 2024. "Blockchain Technology in K-12 Computer Science Education?!" Informatics 11, no. 4: 79. https://doi.org/10.3390/informatics11040079
APA StyleGehrlein, R., & Dengel, A. (2024). Blockchain Technology in K-12 Computer Science Education?! Informatics, 11(4), 79. https://doi.org/10.3390/informatics11040079