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Blockchain for COVID-19: Review, Opportunities, and a Trusted Tracking System
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Abstract
The sudden development of the COVID-19 pandemic has exposed the limitations in modern healthcare systems to handle public health emergencies. It is evident that adopting innovative technologies such as blockchain can help in effective planning operations and resource deployments. Blockchain technology can play an important role in the healthcare sector, such as improved clinical trial data management by reducing delays in regulatory approvals, and streamline the communication between diverse stakeholders of the supply chain, etc. Moreover, the spread of misinformation has intensely increased during the outbreak, and existing platforms lack the ability to validate the authenticity of data, leading to public panic and irrational behavior. Thus, developing a blockchain-based tracking system is important to ensure that the information received by the public and government agencies is reliable and trustworthy. In this paper, we review various blockchain applications and opportunities in combating the COVID-19 pandemic and develop a tracking system for the COVID-19 data collected from various external sources. We propose, implement, and evaluate a blockchain-based system using Ethereum smart contracts and oracles to track reported data related to the number of new cases, deaths, and recovered cases obtained from trusted sources. We present detailed algorithms that capture the interactions between stakeholders in the network. We present security analysis and the cost incurred by the stakeholders, and we highlight the challenges and future directions of our work. Our work demonstrates that the proposed solution is economically feasible and ensures data integrity, security, transparency, data traceability among stakeholders.
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Citations
Cites
An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends
Zheng, Z., Xie, S., Dai, H., Chen, X., & Wang, H. (2017) · 2017 IEEE International Congress on Big Data (BigData Congress) · doi:10.1109/bigdatacongress.2017.85 · Cited by 4,515
Coronavirus Disease 2019–COVID-19
Dhama, K., Sharun, K., Tiwari, R., Sircar, S., Bhat, S., Malik, Y. S., Singh, K. P., Chaicumpa, W., Bonilla‐Aldana, D. K., & Rodriguez-Morales, A. J. (2020) · Clinical Microbiology Reviews · doi:10.1128/cmr.00028-20 · Cited by 1,993
Blockchain-Based Soybean Traceability in Agricultural Supply Chain
Salah, K., Nizamuddin, N., Jayaraman, R., & Omar, M. (2019) · IEEE Access · doi:10.1109/access.2019.2918000 · Cited by 704
Self-citationBlockchain technology for improving clinical research quality
Benchoufi, M., & Ravaud, P. (2017) · Trials · doi:10.1186/s13063-017-2035-z · Cited by 310
Improving data transparency in clinical trials using blockchain smart contracts
Nugent, T., Upton, D., & Cimpoesu, M. (2016) · F1000Research · doi:10.12688/f1000research.9756.1 · Cited by 309
Parizi, R. M., Amritraj, & Dehghantanha, A. (2018) · Lecture notes in computer science · doi:10.1007/978-3-319-94478-4_6 · Cited by 153
How Can Blockchain Help People in the Event of Pandemics Such as the COVID-19?
Chang, M. C., & Park, D. (2020) · Journal of Medical Systems · doi:10.1007/s10916-020-01577-8 · Cited by 90
Blockchain-Based Solution for Proof of Delivery of Physical Assets
Hasan, H. R., & Salah, K. (2018) · Lecture Notes in Computer Science · doi:10.1007/978-3-319-94478-4_10 · Cited by 80
Self-citationChaotic Image Encryption Using Hopfield and Hindmarsh–Rose Neurons Implemented on FPGA
Tlelo‐Cuautle, E., Díaz-Muñoz, J. D., González-Zapata, A. M., Li, R., Leon-Salas, W. D., Fernández, F. V., Guillén-Fernández, O., & Cruz-Vega, I. (2020) · Sensors · doi:10.3390/s20051326 · Cited by 77
van den Hooff, J., Kaashoek, M. F., & Zeldovich, N. (2014) · ACM SIGSAC Conference on Computer and Communications Security (CCS) · doi:10.1145/2660267.2660327 · Cited by 56
Research works printed but not linked: 2
- M. I.,. M. B.,. S. D.,. L. F. R. F. Chiara Farronato, “Harvard Business Review,” 15 July 2020. Chiara Farronato, Marco Iansiti, Marcin Bartosiak, Stefano Denicolai, Luca Ferretti and Roberto Fontana
- Glover, D.G.; Hermans, J.: Improving the Traceability of the Clinical Trial Supply Chain. Applied Clinical Trials, pp. 36–38, Nov./Dec. 2017
Cited by
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Nguyen, D. C., Ding, M., Pathirana, P. N., & Seneviratne, A. (2021) · IEEE Access · doi:10.1109/access.2021.3093633 · Cited by 286
Lessons learned from humanitarian logistics to manage supply chain disruptions
Kovács, G., & Sigala, I. F. (2020) · Journal of Supply Chain Management · doi:10.1111/jscm.12253 · Cited by 295
Sharifi, A., Khavarian-Garmsir, A. R., & Kummitha, R. K. R. (2021) · Sustainability · doi:10.3390/su13148018 · Cited by 219
Sookhak, M., Jabbarpour, M. R., Safa, N. S., & Yu, F. R. (2020) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102950 · Cited by 198
Blockchain-based Supply Chain Traceability for COVID-19 personal protective equipment
Omar, I. A., Debe, M. S., Jayaraman, R., Salah, K., Omar, M., & Arshad, J. (2022) · Computers & Industrial Engineering · doi:10.1016/j.cie.2022.107995 · Cited by 177
Self-citationHu, H., Xu, J., Liu, M., & Lim, M. K. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.113480 · Cited by 203
A Systematic Review of Blockchain Applications
Sunny, F. A., Hájek, P., Munk, M., Abedin, M. Z., Satu, M. S., Efat, M. I. A., & Islam, M. J. (2022) · IEEE Access · doi:10.1109/access.2022.3179690 · Cited by 181
Blockchain Platform For COVID-19 Vaccine Supply Management
Antal, C., Cioara, T., Antal, M., & Anghel, I. M. (2021) · IEEE Open Journal of the Computer Society · doi:10.1109/ojcs.2021.3067450 · Cited by 160
SDN–IoT empowered intelligent framework for industry 4.0 applications during COVID-19 pandemic
Rahman, A., Chakraborty, C., Anwar, A., Karim, M. R., Islam, M. J., Kundu, D., Rahman, Z., & Band, S. S. (2022) · Cluster Computing · doi:10.1007/s10586-021-03367-4 · Cited by 121
Blockchain-Based Internet of Things and Industrial IoT: A Comprehensive Survey
Dwivedi, S. K., Roy, P., Karda, C., Agrawal, S., & Amin, R. (2021) · Security and Communication Networks · doi:10.1155/2021/7142048 · Cited by 122
The Internet of Medical Things (IoMT): opportunities and challenges
El‐Saleh, A. A., Sheikh, A. M., Albreem, M. A. M., & Honnurvali, M. S. (2024) · Wireless Networks · doi:10.1007/s11276-024-03764-8 · Cited by 124
Singh, R., Mishra, R., Gupta, S., & Mukherjee, A. A. (2022) · Computers & industrial engineering · doi:10.1016/j.cie.2022.108854 · Cited by 91
Revolutionizing Health Data Management With Blockchain Technology
Tariq, M. U. (2024) · Advances in healthcare information systems and administration book series · doi:10.4018/979-8-3693-1214-8.ch008 · Cited by 104
Applications of Blockchain in the Medical Field: Narrative Review
Xie, Y., Zhang, J., Wang, H., Liu, P., Liu, S., Huo, T., Duan, Y.-Y., Dong, Z., Lu, L., & Ye, Z. (2021) · Journal of Medical Internet Research · doi:10.2196/28613 · Cited by 102
Arji, G., Ahmadi, H., avazpoor, P., & Hemmat, M. (2023) · Informatics in Medicine Unlocked · doi:10.1016/j.imu.2023.101199 · Cited by 92
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Rebello, G. A. F., Camilo, G. F., de Souza, L. A. C., Potop-Butucaru, M., de Amorim, M. D., Campista, M. E. M., & Costa, L. H. M. K. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3376252 · Cited by 111
Joshi, N., Pandey, A. K., Upreti, H., & Kumar, M. (2020) · Heat Transfer · doi:10.1002/htj.22046 · Cited by 80
Ramzan, M. A., Gul, H., Chung, J. D., Kadry, S., & Chu, Y. (2020) · Scientific Reports · doi:10.1038/s41598-020-73365-w · Cited by 78
Blockchain, Self-Sovereign Identity and Digital Credentials: Promise Versus Praxis in Education
Grech, A., Sood, I., & Ariño, L. (2021) · Frontiers in Blockchain · doi:10.3389/fbloc.2021.616779 · Cited by 74
Dong, J., Wu, H., Zhou, D., Li, K., Zhang, Y., Ji, H., Tong, Z., Lou, S., & Liu, Z. (2021) · Journal of Medical Systems · doi:10.1007/s10916-021-01757-0 · Cited by 74
Blockchain and COVID-19 pandemic: applications and challenges
Ahmad, R. W., Salah, K., Jayaraman, R., Yaqoob, I., Ellahham, S. H., & Omar, M. (2023) · Cluster Computing · doi:10.1007/s10586-023-04009-7 · Cited by 81
Self-citationMasudin, I., Ramadhani, A., Restuputri, D. P., & Amallynda, I. (2021) · Global Journal of Flexible Systems Management · doi:10.1007/s40171-021-00281-x · Cited by 78
Sharma, C. B., Sharma, S., & Sakshi, S. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-13500-z · Cited by 76
Blockchain technologies to mitigate COVID-19 challenges: A scoping review
Abd-Alrazaq, A. A., Alajlani, M., Alhuwail, D., Erbad, A., Giannicchi, A., Shah, Z., Hamdi, M., & Househ, M. S. (2020) · Computer Methods and Programs in Biomedicine Update · doi:10.1016/j.cmpbup.2020.100001 · Cited by 67
Ferrag, M. A., Shu, L., & Choo, K. R. (2021) · IEEE/CAA Journal of Automatica Sinica · doi:10.1109/jas.2021.1004087 · Cited by 70
Secure gene profile data processing using lightweight cryptography and blockchain
Mahajan, H. B., & Reddy, K. T. V. (2023) · Cluster Computing · doi:10.1007/s10586-023-04123-6 · Cited by 68
From trust to truth: Advancements in mitigating the Blockchain Oracle problem
Hassan, A., Makhdoom, I., Iqbal, W., Ahmad, A., & Raza, A. (2023) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2023.103672 · Cited by 62
Blockchain Technology Applications in Healthcare Supply Chains—A Review
Dhingra, S., Raut, R. D., Naik, K., & Muduli, K. (2024) · IEEE Access · doi:10.1109/access.2023.3348813 · Cited by 67
Abang, J. E., Takruri, H., Al-Zaidi, R., & Al-Khalidi, M. (2024) · Internet of Things · doi:10.1016/j.iot.2024.101217 · Cited by 67
Kumar, P., Singh, R. K., & Shahgholian, A. (2022) · Annals of Operations Research · doi:10.1007/s10479-022-04753-w · Cited by 63
Artificial Intelligence and COVID-19: A Systematic umbrella review and roads ahead
Adadi, A., Lahmer, M., & Nasiri, S. (2021) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2021.07.010 · Cited by 59
Wang, Y., & Chen, H. (2022) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2022.102867 · Cited by 58
Liu, X., Shah, R., Shandilya, A., Shah, M., & Pandya, A. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.141371 · Cited by 58
Blockchain Enabled Transparent and Anti-Counterfeiting Supply of COVID-19 Vaccine Vials
Chauhan, H., Gupta, D., Gupta, S., Singh, A. D., Aljahdali, H. M., Goyal, N., Noya, I. D., & Kadry, S. (2021) · Vaccines · doi:10.3390/vaccines9111239 · Cited by 52
Joshi, S., Sharma, M., & Barve, A. (2022) · Supply Chain Forum an International Journal · doi:10.1080/16258312.2022.2135972 · Cited by 51
Construction Information Management: Benefits to the Construction Industry
Adekunle, P., Aigbavboa, C. O., Akinradewo, O. I., Oke, A. E., & Aghimien, D. O. (2022) · Sustainability · doi:10.3390/su141811366 · Cited by 61
Aslam, B., Javed, A. R., Chakraborty, C., Nebhen, J., Raqib, S., & Rizwan, M. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01596-3 · Cited by 46
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Caldarelli, G. (2022) · Future Internet · doi:10.3390/fi14060175 · Cited by 57
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Grida, M., & Mostafa, N. A. (2022) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-09-2021-0359 · Cited by 35
Mallikarjuna, B., Shrivastava, G., & Sharma, M. (2021) · Expert Systems · doi:10.1111/exsy.12778 · Cited by 44
Dohale, V., Verma, P., Gunasekaran, A., & Akarte, M. (2022) · Industrial Management & Data Systems · doi:10.1108/imds-12-2021-0790 · Cited by 49
AlKhader, W., Salah, K., Sleptchenko, A., Jayaraman, R., Yaqoob, I., & Omar, M. (2021) · IEEE Access · doi:10.1109/access.2021.3118085 · Cited by 42
Self-citationSharing Pandemic Vaccination Certificates through Blockchain: Case Study and Performance Evaluation
Hernández-Ramos, J. L., Καρόπουλος, Γ., Geneiatakis, D., Martin, T., Kambourakis, G., & Fovino, I. N. (2021) · Wireless Communications and Mobile Computing · doi:10.1155/2021/2427896 · Cited by 41
An Anonymous IoT-Based E-Health Monitoring System Using Blockchain Technology
Samuel, O., Omojo, A. B., Mohsin, S. M., Tiwari, P., Gupta, D. K., & Band, S. S. (2022) · IEEE Systems Journal · doi:10.1109/jsyst.2022.3170406 · Cited by 41
Past, present, and future of block-chain in finance
Sharma, G. D., Tiwari, A. K., Chopra, R., & Dev, D. (2024) · Journal of Business Research · doi:10.1016/j.jbusres.2024.114640 · Cited by 47
A Survey on Digital Certificates Approaches for the COVID-19 Pandemic
Καρόπουλος, Γ., Hernández-Ramos, J. L., Kouliaridis, V., & Kambourakis, G. (2021) · IEEE Access · doi:10.1109/access.2021.3117781 · Cited by 39
Moosavi, J., Bakhshi, J., & Martek, I. (2021) · Healthcare Analytics · doi:10.1016/j.health.2021.100008 · Cited by 43
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Khubrani, M. M., & Alam, S. (2021) · TELKOMNIKA (Telecommunication Computing Electronics and Control) · doi:10.12928/telkomnika.v19i4.18465 · Cited by 37
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de Aguiar, E. J., dos Santos, A. J., Meneguette, R. I., Grande, R. E. D., & Ueyama, J. (2022) · Future Generation Computer Systems · doi:10.1016/j.future.2022.04.017 · Cited by 34
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Schmeelk, S., Kanabar, M., Peterson, K., & Pathak, J. (2022) · JAMIA Open · doi:10.1093/jamiaopen/ooac068 · Cited by 34
Hegde, P., & Maddikunta, P. K. R. (2023) · International Journal of Cognitive Computing in Engineering · doi:10.1016/j.ijcce.2023.06.002 · Cited by 38
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Kuo, T.-T., Jiang, X., Tang, H., Wang, X., Harmanci, A. O., Kim, M., Post, K. W., Bu, D., Bath, T., Kim, J., et al. (2022) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocac165 · Cited by 30
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Jia, S., Li, Y., & Fang, T. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-15902-2 · Cited by 28
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Elsayed, A. H., Billah, M., Goodell, J. W., & Hadhri, S. (2024) · Energy Economics · doi:10.1016/j.eneco.2024.107476 · Cited by 27
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Nasih, S., Arezki, S., & Gadi, T. (2024) · Data & Metadata · doi:10.56294/dm2024373 · Cited by 31
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Jung, Y., & Agulto, R. (2020) · Electronics · doi:10.3390/electronics10010012 · Cited by 27
Meghla, T. I., Rahman, M. M., Biswas, A. A., Hossain, J. T., & Khatun, T. (2021) · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · doi:10.1109/icccnt51525.2021.9580006 · Cited by 27
Aithal, P. S., Architha Aithal, P., & Dias, E. (2021) · International Journal of Health Sciences and Pharmacy · doi:10.47992/ijhsp.2581.6411.0070 · Cited by 30
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Rai, B. K. (2022) · Health Services and Outcomes Research Methodology · doi:10.1007/s10742-022-00292-w · Cited by 26
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Kayani, U. N. (2023) · Journal of Science and Technology Policy Management · doi:10.1108/jstpm-01-2023-0005 · Cited by 29
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Ding, W., Nayak, J., Swapnarekha, H., Abraham, A., Naik, B., & Pelusi, D. (2021) · Neurocomputing · doi:10.1016/j.neucom.2021.06.024 · Cited by 24
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Niu, B., Wang, L., & Dong, J. (2023) · Risk Analysis · doi:10.1111/risa.14199 · Cited by 24
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Marbouh, D., Swarnakar, V., Simsekler, M. C. E., Antony, J., Lizarelli, F. L., Jayaraman, R., Garza‐Reyes, J. A., Shokri, A., Cudney, E. A., & Ellahham, S. H. (2023) · Total Quality Management & Business Excellence · doi:10.1080/14783363.2023.2238629 · Cited by 26
Self-citationYessenbayev, O., Nguyen, D. C. D., Jeong, T.-S., Kang, K. J., Kim, H. R., Ko, J., Park, J., Roh, M. S., & Comuzzi, M. (2024) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2024.100596 · Cited by 25
Foschini, L., Martuscelli, G., Montanari, R., & Solimando, M. (2021) · Journal of Grid Computing · doi:10.1007/s10723-021-09569-9 · Cited by 22
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Fonsêca, A. L. A., Barbalho, I. M. P., Fernandes, F. R. D. S., Júnior, E. A., Nagem, D. A. P., Cardoso, P. H., Veras, N. V. R., Farias, F. L. D. O., Lindquist, A. R. R., dos Santos, J. P. Q., et al. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21111512 · Cited by 27
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Shevchuk, R., Lishchynskyy, I., Ciura, M., Lyzun, M., Kozak, R., & Kasianchuk, M. M. (2025) · Applied Sciences · doi:10.3390/app15105405 · Cited by 23
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Sabah, N., Sagheer, A. M., & Dawood, O. A. (2021) · Iraqi Journal for Computer Science and Mathematics · doi:10.52866/ijcsm.2021.02.01.001 · Cited by 20
Meng, F., Muhammad, Y., Ye, Y., Ji, J., Tao, H., Huang, J., Zhu, Z., & Li, J. (2020) · Journal of Applied Polymer Science · doi:10.1002/app.50135 · Cited by 19
Shah, I., Doshi, C., Patel, M. M., Tanwar, S., Hong, W., & Sharma, R. (2022) · Medicina · doi:10.3390/medicina58020311 · Cited by 18
Tracing drugs from discovery to disposal
Omidian, H., Razmara, J., Parvizpour, S., Tabrizchi, H., Masoudi‐Sobhanzadeh, Y., & Omidi, Y. (2023) · Drug Discovery Today · doi:10.1016/j.drudis.2023.103538 · Cited by 18
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Shah, H., Shah, S., Tanwar, S., Gupta, R., & Kumar, N. (2021) · Multimedia Systems · doi:10.1007/s00530-021-00818-1 · Cited by 22
Khatri, S., al-Sulbi, K., Attaallah, A., Ansari, M. T. J., Agrawal, A., & Kumar, R. (2023) · Information · doi:10.3390/info14080425 · Cited by 19
Odoom, J., Soglo, R. S., Danso, S. A., & Xiao-fang, H. (2019) · International Conference on Mechatronics, Remote Sensing, Information Systems and Industrial Information Technologies (ICMRSISIIT) · doi:10.1109/icmrsisiit46373.2020.9405872 · Cited by 16
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Aryffin, H. A. K., Sahbudin, M. A. B., Pitchay, S. A., Abhalim, A. H., & Sahbudin, I. (2025) · PeerJ Computer Science · doi:10.7717/peerj-cs.2874 · Cited by 23
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Hendijani, R., & Norouzi, M. (2022) · Journal of Global Operations and Strategic Sourcing · doi:10.1108/jgoss-03-2022-0022 · Cited by 18
Majeed, A., & Zhang, X. (2023) · COVID · doi:10.3390/covid3010006 · Cited by 17
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Kim, S., & Kim, D. (2024) · Symmetry · doi:10.3390/sym16010062 · Cited by 18
Krishnan, S., Rajendran, S., & Zakariah, M. (2025) · Scientific Reports · doi:10.1038/s41598-025-06789-x · Cited by 18
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Metadata
- Authors
- Marbouh, D., Abbasi, T., Maasmi, F., Omar, I. A., Debe, M. S., Salah, K., Jayaraman, R., & Ellahham, S.
- Affiliations
- Khalifa University of Science and Technology (AE)
- Cleveland Clinic Abu Dhabi (AE)
- Corresponding author
- Salah, Khaled
- Venue
- Arabian Journal for Science and Engineering
- Published
- 2020-10-12
- Volume
- 45
- Issue
- 12
- Pages
- 9895-9911
- ISSN
- 1319-8025 (ISSN-L)
- 2193-567X
- 2191-4281
- PMC
- PMC7549424
- OpenAlex
- W3041773921
- Cited by
- 267
- References
- 16
- Citations by year
- 2026: 4 · 2025: 16 · 2024: 34 · 2023: 57 · 2022: 69 · 2021: 74 · 2020: 12
- FWCI
- 7.69
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Arabian Journal for Science and Engineering (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Figshare (submittedVersion, cc-by-nc-sa)
- Funders
- Khalifa University of Science, Technology and Research (CIRA-2019-001)
- Topics
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology in Education and Learning
- Physical Sciences › Computer Science › Information Systems › COVID-19 Digital Contact Tracing
- Keywords
- blockchain, COVID-19 pandemic, Ethereum smart contracts, oracles, data integrity, data traceability, misinformation, public health data, clinical trial data management, supply chain transparency, stakeholder interaction, security analysis, cost analysis
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