Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21980, first published .
Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations

Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations

Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations

Journals

  1. Loo B, Tsoi K, Wong P, Lai P. Identification of superspreading environment under COVID-19 through human mobility data. Scientific Reports 2021;11(1) View
  2. Lu G, Razum O, Jahn A, Zhang Y, Sutton B, Sridhar D, Ariyoshi K, von Seidlein L, Müller O. COVID-19 in Germany and China: mitigation versus elimination strategy. Global Health Action 2021;14(1) View
  3. Zarei J, Dastoorpoor M, Jamshidnezhad A, Cheraghi M, Sheikhtaheri A. Regional COVID-19 registry in Khuzestan, Iran: A study protocol and lessons learned from a pilot implementation. Informatics in Medicine Unlocked 2021;23:100520 View
  4. Sudat S, Robinson S, Mudiganti S, Mani A, Pressman A. Mind the clinical-analytic gap: Electronic health records and COVID-19 pandemic response. Journal of Biomedical Informatics 2021;116:103715 View
  5. Alballa N, Al-Turaiki I. Machine learning approaches in COVID-19 diagnosis, mortality, and severity risk prediction: A review. Informatics in Medicine Unlocked 2021;24:100564 View
  6. Wang Q, Su M, Zhang M, Li R. Integrating Digital Technologies and Public Health to Fight Covid-19 Pandemic: Key Technologies, Applications, Challenges and Outlook of Digital Healthcare. International Journal of Environmental Research and Public Health 2021;18(11):6053 View
  7. Shen T, Wang C. Big Data Technology Applications and the Right to Health in China during the COVID-19 Pandemic. International Journal of Environmental Research and Public Health 2021;18(14):7325 View
  8. Riswantini D, Nugraheni E, Arisal A, Khotimah P, Munandar D, Suwarningsih W. Big Data Research in Fighting COVID-19: Contributions and Techniques. Big Data and Cognitive Computing 2021;5(3):30 View
  9. Liu B, Han B, Zheng H, Liu H, Zhao T, Wan Y, Cui F. Who Is the Most Vulnerable to Anxiety at the Beginning of the COVID-19 Outbreak in China? A Cross-Sectional Nationwide Survey. Healthcare 2021;9(8):970 View
  10. Zheng P, Li C, Zhang H, Huang B, Zhang Y, Feng H, Jiang D, Chen X, Dong X. Challenges of epidemiological investigation work in the COVID-19 pandemic: a qualitative study of the epidemiology workforce in Guangdong Province, China. BMJ Open 2022;12(11):e056067 View
  11. Chen W, Yao M, Dong L, Shao P, Zhang Y, Fu B. The application framework of big data technology during the COVID-19 pandemic in China. Epidemiology and Infection 2022;150 View
  12. Wang J, Wang B, Dong K, Dong X. How does the digital economy improve high-quality energy development? The case of China. Technological Forecasting and Social Change 2022;184:121960 View
  13. Dr. K. Sharmila , Mrs. N. Shyamala Devi . Data Analytics in Healthcare Industry. International Journal of Advanced Research in Science, Communication and Technology 2023:529 View
  14. Costanzo S, Flores A. COVID-19 Contagion Risk Estimation Model for Indoor Environments. Sensors 2022;22(19):7668 View
  15. Ma Y, Xu J, Gao C, Gu C, Tong X. The Limited Responses of Provincial Expressway Network Operation Quality to the Impact of COVID-19: Taking Shaanxi Province as an Example. Sustainability 2022;14(17):10859 View
  16. Nguyen D. Convenient efficiency: A media genealogy of QR codes. New Media & Society 2022:146144482211410 View
  17. Wang H. Reflection and Foresight on Personal Information Protection and Optimization in Public Health Emergencies in China—From the Perspective of Personal Information Collection during the Period of China’s Dynamic-Zero COVID-19 Prevention and Control Policy. International Journal of Environmental Research and Public Health 2023;20(2):1290 View
  18. Al-Sai Z, Husin M, Syed-Mohamad S, Abdin R, Damer N, Abualigah L, Gandomi A. Explore Big Data Analytics Applications and Opportunities: A Review. Big Data and Cognitive Computing 2022;6(4):157 View
  19. Cui Y, Firdousi S, Afzal A, Awais M, Akram Z. The influence of big data analytic capabilities building and education on business model innovation. Frontiers in Psychology 2022;13 View
  20. Shangguan Z, Wang M. China's community-based crisis management model for COVID-19: A zero-tolerance approach. Frontiers in Public Health 2022;10 View
  21. Chen J, Mi H, Fu J, Zheng H, Zhao H, Yuan R, Guo H, Zhu K, Zhang Y, Lyu H, Zhang Y, She N, Ren X. Construction and validation of a COVID-19 pandemic trend forecast model based on Google Trends data for smell and taste loss. Frontiers in Public Health 2022;10 View
  22. Cui J, Khomkrich K, Kaifa Z. Ethnic Music Inheritance and Environmental Monitoring Using Big Data Analysis from the Cultural Perspective. Journal of Environmental and Public Health 2022;2022:1 View
  23. Wang T, Zhang Y, Liu C, Zhou Z. Artificial intelligence against the first wave of COVID-19: evidence from China. BMC Health Services Research 2022;22(1) View
  24. Huang D, Liu B, Bi J, Wang J, Wang M, Wang H. A coalitional game-based joint monitoring mechanism for combating COVID-19. Computer Communications 2023;199:168 View
  25. Feng X, Li Y, Hang Z, Fan Z, Yu Q, Xin R, Chien Y. TBR-NER: Research on COVID-19 Text Information Extraction Based on Joint Learning of Topic Recognition and Named Entity Recognition. Journal of Sensors 2022;2022:1 View
  26. Yang C, Wang W, Li F, Yang D. An IoT-Based COVID-19 Prevention and Control System for Enclosed Spaces. Future Internet 2022;14(2):40 View
  27. Wong Z, Rigby M. Identifying and addressing digital health risks associated with emergency pandemic response: Problem identification, scoping review, and directions toward evidence-based evaluation. International Journal of Medical Informatics 2022;157:104639 View
  28. Chen X, Oakes T. Time-Space Companions: Digital Surveillance, Social Management, and Abuse of Power During the Covid-19 Pandemic in China. Critical Asian Studies 2023;55(2):282 View
  29. Asokan D, Huq F, Smith C, Stevenson M. Socially responsible operations in the Industry 4.0 era: post-COVID-19 technology adoption and perspectives on future research. International Journal of Operations & Production Management 2022;42(13):185 View
  30. Cai Z, Li C, Pan W. Computer Network Information System Security Prevention Methods under the Background of Big Data. Mathematical Problems in Engineering 2022;2022:1 View
  31. Azmi N, Mohd Noor N, Mud Shukri M, Mahmud A, Abdul Manaf R. The Role of Big Data Analytics in Digital Health for COVID-19 Prevention and Control in Asia. Malaysian Journal of Medicine and Health Sciences 2022;18(4):173 View
  32. Xu D, Yang Q. The Systems Approach and Design Path of Electronic Bidding Systems Based on Blockchain Technology. Electronics 2022;11(21):3501 View
  33. Wu J, Qiao J, Nicholas S, Liu Y, Maitland E. The challenge of healthcare big data to China’s commercial health insurance industry: evaluation and recommendations. BMC Health Services Research 2022;22(1) View
  34. Granata V, Ianniello S, Fusco R, Urraro F, Pupo D, Magliocchetti S, Albarello F, Campioni P, Cristofaro M, Di Stefano F, Fusco N, Petrone A, Schininà V, Villanacci A, Grassi F, Grassi R, Grassi R. Quantitative Analysis of Residual COVID-19 Lung CT Features: Consistency among Two Commercial Software. Journal of Personalized Medicine 2021;11(11):1103 View
  35. Liu J, Jiao X, Zeng S, Li H, Jin P, Chi J, Liu X, Yu Y, Ma G, Zhao Y, Li M, Peng Z, Huo Y, Gao Q. Oncological big data platforms for promoting digital competencies and professionalism in Chinese medical students: a cross-sectional study. BMJ Open 2022;12(9):e061015 View
  36. Rehman A, Xing H, Adnan khan M, Hussain M, Hussain A, Gulzar N. Emerging technologies for COVID (ET-CoV) detection and diagnosis: Recent advancements, applications, challenges, and future perspectives. Biomedical Signal Processing and Control 2023;83:104642 View
  37. Binkheder S, Asiri M, Altowayan K, Alshehri T, Alzarie M, Aldekhyyel R, Almaghlouth I, Almulhem J. Real-World Evidence of COVID-19 Patients’ Data Quality in the Electronic Health Records. Healthcare 2021;9(12):1648 View
  38. van Elten H, Sülz S, van Raaij E, Wehrens R. Big Data Health Care Innovations: Performance Dashboarding as a Process of Collective Sensemaking. Journal of Medical Internet Research 2022;24(2):e30201 View
  39. Fusco R, Grassi R, Granata V, Setola S, Grassi F, Cozzi D, Pecori B, Izzo F, Petrillo A. Artificial Intelligence and COVID-19 Using Chest CT Scan and Chest X-ray Images: Machine Learning and Deep Learning Approaches for Diagnosis and Treatment. Journal of Personalized Medicine 2021;11(10):993 View
  40. Yuan Y, Deng Z, Chen M, Yin D, Zheng J, Liu Y, Liu X, Zou H, Zhang C, Sun C. Changes in Mental Health and Preventive Behaviors before and after COVID-19 Vaccination: A Propensity Score Matching (PSM) Study. Vaccines 2021;9(9):1044 View
  41. Majeed A, Hwang S. A Comprehensive Analysis of Privacy Protection Techniques Developed for COVID-19 Pandemic. IEEE Access 2021;9:164159 View
  42. Laatifi M, Douzi S, Bouklouz A, Ezzine H, Jaafari J, Zaid Y, El Ouahidi B, Naciri M. Machine learning approaches in Covid-19 severity risk prediction in Morocco. Journal of Big Data 2022;9(1) View
  43. Bernot A, Siqueira Cassiano M. China's COVID‐19 pandemic response: A first anniversary assessment. Journal of Contingencies and Crisis Management 2022;30(1):10 View
  44. Zhao X. Legal governance countermeasures for social problems based on the clustering algorithm under the application of big data technology. IET Networks 2022 View
  45. Massoudi B, Sobolevskaia D. Keep Moving Forward: Health Informatics and Information Management beyond the COVID-19 Pandemic. Yearbook of Medical Informatics 2021;30(01):075 View
  46. Xiao Y, Xu W, Zeng S, Peng Q. Online User Information Sharing and Government Pandemic Prevention and Control Strategies-Based on Evolutionary Game Model. Frontiers in Public Health 2021;9 View
  47. Li W, Long Y. Smart technologies for fighting against pandemics: Observations from China during COVID-19. Transactions in Urban Data, Science, and Technology 2022;1(3-4):105 View
  48. Zhu N, Tan W. Control and challenge of COVID-19: lessons from China’s experience. American Journal of Physiology-Lung Cellular and Molecular Physiology 2021;321(5):L958 View
  49. Chen Y, Chen S, Ma B, Duan Z, Yang J, Wang Y, Zhang X, Huang Y, Zhang Y, Deng C, Lu Q, Wang Y, Zhao Y. Global analysis of the COVID-19 research landscape and scientific impact. American Journal of Infection Control 2022;50(4):446 View
  50. Parida V, Saidulu D, Bhatnagar A, Gupta A, Afzal M. A critical assessment of SARS-CoV-2 in aqueous environment: Existence, detection, survival, wastewater-based surveillance, inactivation methods, and effective management of COVID-19. Chemosphere 2023;327:138503 View
  51. Xiong X, Hu R, Chen C, Ning W. Effects of risk exposure on emotional distress among Chinese adults during the COVID-19 pandemic: The moderating role of disruption of life and perceived controllability. Frontiers in Psychiatry 2023;14 View
  52. Fan Z, Yang H, Su Y, Wang W. Psychological crisis intervention for students during COVID‐19 lockdown in China. Counselling and Psychotherapy Research 2024;24(1):286 View
  53. Wang S, Zhao X, Qiu J, Wang H, Tao C. WDCIP: spatio-temporal AI-driven disease control intelligent platform for combating COVID-19 pandemic. Geo-spatial Information Science 2023:1 View
  54. Sinozic-Martinez T, Weinberger N, Hahn J. Post-normal crises and technology assessment. TATuP - Zeitschrift für Technikfolgenabschätzung in Theorie und Praxis 2023;32(2):11 View
  55. Sharma R, Jain G, Paul J. Does the world need to change its vaccine distribution strategy for COVID-19?. Technovation 2023;126:102819 View
  56. Kumar D, Sood S, Rawat K. Early health prediction framework using XGBoost ensemble algorithm in intelligent environment. Artificial Intelligence Review 2023;56(S1):1591 View
  57. Zheng W, Zheng X, Zhu X. Promoting integration of industry and vocational education: Exploring stakeholder intentions of hydrogen energy industry. International Journal of Hydrogen Energy 2024;52:454 View
  58. Huang X. Optimization of vocal singing training method based on intelligent big data technology. Applied Mathematics and Nonlinear Sciences 2024;9(1) View
  59. Zhu B, Ding M, Xiang X, Sun C, Tian X, Yin J. Factors driving the implementation of the ‘Local New Year’ policy to prevent COVID-19 in China. Humanities and Social Sciences Communications 2023;10(1) View
  60. Wang Y, Xue W, Zhang A. Application of Big Data Technology in Enterprise Information Security Management and Risk Assessment. Journal of Global Information Management 2023;31(3):1 View
  61. Clark E, Neumann S, Hopkins S, Kostopoulos A, Hagerman L, Dobbins M. Changes to Public Health Surveillance Methods Due to the COVID-19 Pandemic: Scoping Review. JMIR Public Health and Surveillance 2024;10:e49185 View
  62. Yan B, Ma C, Wang M, Molina A. Application of Short Video Semantic Understanding Technology Based on Big Data Analysis in Education Management. International Journal of Web-Based Learning and Teaching Technologies 2023;19(1):1 View
  63. Pei X, Chen Z, Zhang L. Comprehending ICT for gender empowerment in an aging context: digitalization of marginalized female elderly in the Global South during COVID-19. Information Technology for Development 2024:1 View
  64. Hu T, Shang S, Xie J, Ji Y, Xue P, Zhang N. Infectious diseases prevention and control with reduced energy consumption in an airport. Energy and Built Environment 2024 View
  65. Xu J. The Current Status and Promotional Strategies for Cloud Migration of Hospital Information Systems in China: Strengths, Weaknesses, Opportunities, and Threats Analysis. JMIR Medical Informatics 2024;12:e52080 View
  66. Achieng M, Ogundaini O. Big Data Analytics for Integrated Infectious Disease Surveillance in sub-Saharan Africa. SA Journal of Information Management 2024;26(1) View
  67. DING S, FU P, YUAN L. AN EPIDEMIC MODEL WITH SATURATED DIGITAL CONTACT TRACING FUNCTION: BIFURCATION AND ANALYSIS. Journal of Biological Systems 2024;32(01):135 View

Books/Policy Documents

  1. Verma A. Intelligent Data Analysis for COVID-19 Pandemic. View
  2. Zheng M. 2021 International Conference on Applications and Techniques in Cyber Intelligence. View
  3. Wang B, Li L. Progress in China Epidemiology. View
  4. Zhang J. Proceedings of the 2022 International Conference on Economics, Smart Finance and Contemporary Trade (ESFCT 2022). View
  5. Kshatri S, Sharma S, Sinha G. Computational Intelligence and Applications for Pandemics and Healthcare. View
  6. Sakly H, Al-Sayed A, Said M, Loussaief C, Seekins J, Sakly R. Trends of Artificial Intelligence and Big Data for E-Health. View
  7. Resosudarmo B, Nasrudin R, Muchtar P, Nugraha U, Falentina A. Pandemic and the City. View
  8. Mbunge E, Ndumiso N, Kavu T, Dandajena K, Batani J, Fashoto S. The Science behind the COVID Pandemic and Healthcare Technology Solutions. View
  9. Vavougios G, Zarogiannis S, Gourgoulianis K. Omics approaches and technologies in COVID-19. View
  10. Bhaskar S. Cardiovascular Complications of COVID-19. View
  11. He Z, Hua J, Zhang Y, Deng J, Adu-Gyamfi B, Shaw R. Pandemic Risk, Response, and Resilience. View
  12. Sulastri S, Nurmandi A, Kasiwi A. Applied Informatics. View
  13. Semaw F, Kebede D, Ayal D. Climate Change Strategies: Handling the Challenges of Adapting to a Changing Climate. View
  14. Goloshchapova T, Skornichenko N, Turgaeva A. Leadership, Entrepreneurship and Sustainable Development Post COVID-19. View
  15. Meng Y, Yang Z, Bao W, Wu X. Frontier Computing on Industrial Applications Volume 2. View