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Investigation of the Reasons for Failure in Blockchain Applications Using Bibliometric Analysis

Year 2024, Issue: 3, 85 - 105, 22.01.2025
https://doi.org/10.26650/JODA.1615884

Abstract

The utilisation of blockchain technology has gained significant traction across multiple sectors, notably finance, healthcare, supply chain management and real estate, by offering decentralised, secure and transparent data management systems. Introduced in 2008 with Bitcoin, this technology has garnered attention for its smart contracts, various data tracking applications, and cryptocurrencies. The decentralised structure and high security features of the blockchain have led to its emergence as an alternative to traditional systems. The present study aims to examine the reasons for the failures encountered in blockchain applications through bibliometric analysis by reviewing and analysing the extant literature to reveal the conditions and reasons for blockchain technology’s failure. The researchers obtained a dataset containing 2779 documents by searching the Scopus database using the keywords ‘blockchain’ and ‘failure’. These data were analysed using Biblioshiny, a bibliometric analysis tool. The analysis provides a comprehensive statistical perspective by revealing quantitative data such as the number of publications on the research topic, the number of citations by years, the number of publications by countries, the most cited documents and their abstracts, the word cloud, the periodic distribution of the most used words, the thematic map of keywords and the association network. The bibliometrix library of the R programming language was utilised to analyse and visualise the data. The results indicate that factors such as scalability issues, cross-platform incompatibility, network security concerns, lack of user experience, inadequate real-world testing, and legal uncertainties complicate the implementation of blockchain technology. This analysis provides findings to guide future blockchain applications.

References

  • Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive bibliometric analysis of scientific literature. Journal of Informetrics, 11(4), 959-975. google scholar
  • Atzori, M. (2018). Blockchain technology and its potential applications in the real estate industry. Journal of Corporate Real Estate, 20(4), 232-245. google scholar
  • Aydar, M. & Çetin, S. C. (2020). Blokzincir Teknolojisinin Sağlık Bilgi Sistemlerinde Kullanımı. Avrupa Bilim ve Teknoloji Dergisi, (19), 533-538. google scholar
  • Bodkhe, U., Tanwar, S., Parekh, K., Khanpara, P., Tyagi, S., Kumar, N., & Alazab, M. (2020). Blockchain for industry 4.0: A comprehensive review. IEEE Access, 8, 79764-79800. google scholar
  • Caro, M. P., Ali, M. S., Vecchio, M., & Giaffreda, R. (2018). Blockchain-based traceability in Agri-Food supply chain management: A practical implementation. In 2018 IoT Vertical and Topical Summit on Agriculture-Tuscany (IOT Tuscany) (pp. 1-4). IEEE. https://doi.org/10.1109/IOT-TUSCANY.2018.8373021 google scholar
  • Ceylan, O., & Işık, A. H. (2023). Blokzinçir teknolojisi ve uygulama alanları. Uluborlu Mesleki Bilimler Dergisi, 6(1), 129-154. google scholar
  • Cui, Z., Xue, F., Zhang, S., Cai, X., Cao, Y., Zhang, W., & Chen, J. (2020). A hybrid blockchain-based identity authentication scheme for multi-WSN. IEEE Transactions on Services Computing, 13(2), 241-251. google scholar
  • Carson, B., Romanelli, B., Walsh, P. and Zhumaev, A. (2018), “Blockchain beyond the hype: what is the strategic business value?”, available at: https://www.mckinsey.com/business-functions/digital mckinsey/our-insights/ blockchain-beyond-the-hype-what-is-the-strategic-business-value (accessed 7 January 2019). google scholar
  • Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. google scholar
  • Güven, C. (2023, 6 July). Blockchain nedir? Üretimi nasıl etkiliyor? [Blog yazısı]. ERP.tc. https://www.erp.tc/post/ blockchain-nedir-uretimi-nasil-etkiliyor google scholar
  • Huang, J., Kong, L., Chen, G., Wu, M. Y., Liu, X., & Zeng, P. (2019). Towards secure industrial IoT: Blockchain system with credit-based consensus mechanism. IEEE Transactions on Industrial Informatics, 15(6), 3680-3689. google scholar
  • Khan, S. N., Loukil, F., Ghedira-Guegan, C., Benkhelifa, E., & Bani-Hani, A. (2021). Blockchain smart contracts: Applications, challenges, and future trends. Peer-to-peer Networking and Applications, 14, 2901-2925. google scholar
  • Li, M., Weng, J., Yang, A., Lu, W., Zhang, Y., Hou, L., ... & Deng, R. H. (2019). CrowdBC: A blockchain-based decentralized framework for crowdsourcing. IEEE Transactions on Parallel and Distributed Systems, 30(6), 1251-1266. google scholar
  • Mendling, J., Weber, I., van der Aalst, W., vom Brocke, J., Cabanillas, C., Daniel, F., ... & Zhu, L. (2018). Blockchains for business process management-challenges and opportunities. ACM Transactions on Management Information Systems (TMIS), 9(1), Article 4. google scholar
  • Mistry, I., Tanwar, S., Tyagi, S., & Kumar, N. (2020). Blockchain for 5G-enabled IoT for industrial automation: A systematic review, solutions, and challenges. Mechanical Systems and Signal Processing, 135, 106382. google scholar
  • Mohanty, D., Anand, D., Aljahdali, H.M., & Villar, S.G. (2022). Blockchain Interoperability: Towards a Sustainable Payment System. Sustainability, 14(913), 2-20. https://doi.org/10.3390/su14020913 google scholar
  • Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system. google scholar
  • Parlar, T. (2022). Blokzincir Teknolojisi ve Merkeziyetsiz Finans Uygulamaları [Blockchain Technology and Decentralized Finance Applications]. Journal of Politics, Economy and Management, 5(2), 165-174 google scholar
  • Schillig, M. (2021). ‘Lex Cryptographia’, ‘Cloud Crypto Land’ or What? - Blockchain Technology on the Legal Hype Cycle. King’s College London Law School Research Paper. https://doi.org/10.2139/ssrn.3804197 google scholar
  • Treiblmaier, H. (2018). Blockchain for supply chain management: Opportunities, challenges and research agenda. Proceedings of the 51st Hawaii International Conference on System Sciences. google scholar
  • Treiblmaier, H. (2019). Toward More Rigorous Blockchain Research: Recommendations for Writing Blockchain Case Studies. Frontiers in Blockchain, 2(3), 1-15. https://doi.org/10.3389/fbloc.2019.00003. google scholar
  • Tüfekçi, A., & Karahan, Ç., (2019). Blokzincir Teknolojisi ve Kamu Kurumlarınca Verilen Hizmetlerde Blokzincirin Kullanım Durumu. Verimlilik Dergisi, 4, 157-193. google scholar
  • Wang, Y., Su, Z., Ni, J., Zhang, N., & Shen, X. (2022). Blockchain-Empowered Space-Air-Ground Integrated Networks: Opportunities, Challenges, and Solutions. IEEE Communications Surveys & Tutorials, 24(1), 160211. https://doi.org/10.1109/COMST.2021.3131711. google scholar
  • Yıldırım, H. (2018). Açık ve uzaktan öğrenmede blokzincir teknolojisinin kullanımı. AUAd, 4(3), 142-153. google scholar
  • Zamani, M., Movahedi, M., & Raykova, M. (2018). RapidChain: Scaling Blockchain via Full Sharding. In ACM SIGSAC Conference on Computer and Communications Security (CCS 18)), October 15-19, 2018, Toronto, ON, Canada. ACM, New York, NY, USA, 18 pages. https://doi.org/10.1145/3243734.3243853 google scholar
  • Zhao, G., Liu, S., Lopez, C., Lu, H., Elgueta, S., Chen, H., & Boshkoska, B. M. (2019). Blockchain technology in agri-food value chain management: A synthesis of applications, challenges and future research directions. Computers in Industry, 109, 83-99. https://doi.org/10.1016/j.compind.2019.04.002. google scholar
  • Zile, K., & Strazdina, R. (2018). Blockchain use cases and their feasibility. Applied Computer Systems, 23(1), 12-20. https://doi.org/10.2478/acss-2018-0002. google scholar
  • Quintais, J. P., Bodo, B., Giannopoulou, A., & Ferrari, V. (2019). Blockchain and the law: A critical evaluation. Stanford Journal of Blockchain Law & Policy. google scholar
Year 2024, Issue: 3, 85 - 105, 22.01.2025
https://doi.org/10.26650/JODA.1615884

Abstract

References

  • Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive bibliometric analysis of scientific literature. Journal of Informetrics, 11(4), 959-975. google scholar
  • Atzori, M. (2018). Blockchain technology and its potential applications in the real estate industry. Journal of Corporate Real Estate, 20(4), 232-245. google scholar
  • Aydar, M. & Çetin, S. C. (2020). Blokzincir Teknolojisinin Sağlık Bilgi Sistemlerinde Kullanımı. Avrupa Bilim ve Teknoloji Dergisi, (19), 533-538. google scholar
  • Bodkhe, U., Tanwar, S., Parekh, K., Khanpara, P., Tyagi, S., Kumar, N., & Alazab, M. (2020). Blockchain for industry 4.0: A comprehensive review. IEEE Access, 8, 79764-79800. google scholar
  • Caro, M. P., Ali, M. S., Vecchio, M., & Giaffreda, R. (2018). Blockchain-based traceability in Agri-Food supply chain management: A practical implementation. In 2018 IoT Vertical and Topical Summit on Agriculture-Tuscany (IOT Tuscany) (pp. 1-4). IEEE. https://doi.org/10.1109/IOT-TUSCANY.2018.8373021 google scholar
  • Ceylan, O., & Işık, A. H. (2023). Blokzinçir teknolojisi ve uygulama alanları. Uluborlu Mesleki Bilimler Dergisi, 6(1), 129-154. google scholar
  • Cui, Z., Xue, F., Zhang, S., Cai, X., Cao, Y., Zhang, W., & Chen, J. (2020). A hybrid blockchain-based identity authentication scheme for multi-WSN. IEEE Transactions on Services Computing, 13(2), 241-251. google scholar
  • Carson, B., Romanelli, B., Walsh, P. and Zhumaev, A. (2018), “Blockchain beyond the hype: what is the strategic business value?”, available at: https://www.mckinsey.com/business-functions/digital mckinsey/our-insights/ blockchain-beyond-the-hype-what-is-the-strategic-business-value (accessed 7 January 2019). google scholar
  • Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. google scholar
  • Güven, C. (2023, 6 July). Blockchain nedir? Üretimi nasıl etkiliyor? [Blog yazısı]. ERP.tc. https://www.erp.tc/post/ blockchain-nedir-uretimi-nasil-etkiliyor google scholar
  • Huang, J., Kong, L., Chen, G., Wu, M. Y., Liu, X., & Zeng, P. (2019). Towards secure industrial IoT: Blockchain system with credit-based consensus mechanism. IEEE Transactions on Industrial Informatics, 15(6), 3680-3689. google scholar
  • Khan, S. N., Loukil, F., Ghedira-Guegan, C., Benkhelifa, E., & Bani-Hani, A. (2021). Blockchain smart contracts: Applications, challenges, and future trends. Peer-to-peer Networking and Applications, 14, 2901-2925. google scholar
  • Li, M., Weng, J., Yang, A., Lu, W., Zhang, Y., Hou, L., ... & Deng, R. H. (2019). CrowdBC: A blockchain-based decentralized framework for crowdsourcing. IEEE Transactions on Parallel and Distributed Systems, 30(6), 1251-1266. google scholar
  • Mendling, J., Weber, I., van der Aalst, W., vom Brocke, J., Cabanillas, C., Daniel, F., ... & Zhu, L. (2018). Blockchains for business process management-challenges and opportunities. ACM Transactions on Management Information Systems (TMIS), 9(1), Article 4. google scholar
  • Mistry, I., Tanwar, S., Tyagi, S., & Kumar, N. (2020). Blockchain for 5G-enabled IoT for industrial automation: A systematic review, solutions, and challenges. Mechanical Systems and Signal Processing, 135, 106382. google scholar
  • Mohanty, D., Anand, D., Aljahdali, H.M., & Villar, S.G. (2022). Blockchain Interoperability: Towards a Sustainable Payment System. Sustainability, 14(913), 2-20. https://doi.org/10.3390/su14020913 google scholar
  • Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system. google scholar
  • Parlar, T. (2022). Blokzincir Teknolojisi ve Merkeziyetsiz Finans Uygulamaları [Blockchain Technology and Decentralized Finance Applications]. Journal of Politics, Economy and Management, 5(2), 165-174 google scholar
  • Schillig, M. (2021). ‘Lex Cryptographia’, ‘Cloud Crypto Land’ or What? - Blockchain Technology on the Legal Hype Cycle. King’s College London Law School Research Paper. https://doi.org/10.2139/ssrn.3804197 google scholar
  • Treiblmaier, H. (2018). Blockchain for supply chain management: Opportunities, challenges and research agenda. Proceedings of the 51st Hawaii International Conference on System Sciences. google scholar
  • Treiblmaier, H. (2019). Toward More Rigorous Blockchain Research: Recommendations for Writing Blockchain Case Studies. Frontiers in Blockchain, 2(3), 1-15. https://doi.org/10.3389/fbloc.2019.00003. google scholar
  • Tüfekçi, A., & Karahan, Ç., (2019). Blokzincir Teknolojisi ve Kamu Kurumlarınca Verilen Hizmetlerde Blokzincirin Kullanım Durumu. Verimlilik Dergisi, 4, 157-193. google scholar
  • Wang, Y., Su, Z., Ni, J., Zhang, N., & Shen, X. (2022). Blockchain-Empowered Space-Air-Ground Integrated Networks: Opportunities, Challenges, and Solutions. IEEE Communications Surveys & Tutorials, 24(1), 160211. https://doi.org/10.1109/COMST.2021.3131711. google scholar
  • Yıldırım, H. (2018). Açık ve uzaktan öğrenmede blokzincir teknolojisinin kullanımı. AUAd, 4(3), 142-153. google scholar
  • Zamani, M., Movahedi, M., & Raykova, M. (2018). RapidChain: Scaling Blockchain via Full Sharding. In ACM SIGSAC Conference on Computer and Communications Security (CCS 18)), October 15-19, 2018, Toronto, ON, Canada. ACM, New York, NY, USA, 18 pages. https://doi.org/10.1145/3243734.3243853 google scholar
  • Zhao, G., Liu, S., Lopez, C., Lu, H., Elgueta, S., Chen, H., & Boshkoska, B. M. (2019). Blockchain technology in agri-food value chain management: A synthesis of applications, challenges and future research directions. Computers in Industry, 109, 83-99. https://doi.org/10.1016/j.compind.2019.04.002. google scholar
  • Zile, K., & Strazdina, R. (2018). Blockchain use cases and their feasibility. Applied Computer Systems, 23(1), 12-20. https://doi.org/10.2478/acss-2018-0002. google scholar
  • Quintais, J. P., Bodo, B., Giannopoulou, A., & Ferrari, V. (2019). Blockchain and the law: A critical evaluation. Stanford Journal of Blockchain Law & Policy. google scholar
There are 28 citations in total.

Details

Primary Language English
Subjects Data Engineering and Data Science
Journal Section Research Articles
Authors

Muzaffer Şenlik 0009-0006-0341-4622

Melih Engin 0000-0002-4953-6119

Publication Date January 22, 2025
Submission Date January 8, 2025
Acceptance Date January 22, 2025
Published in Issue Year 2024 Issue: 3

Cite

APA Şenlik, M., & Engin, M. (2025). Investigation of the Reasons for Failure in Blockchain Applications Using Bibliometric Analysis. Journal of Data Applications(3), 85-105. https://doi.org/10.26650/JODA.1615884