Public concerns analysis and early warning of Mpox based on network data platforms-taking Baidu and WeChat as example.

Kai Yang, Shuangfeng Fan, Jiali Deng, Jinjie Xia, Xiaoyuan Hu, Linlin Yu, Bin Wang, Wei Yu
Author Information
  1. Kai Yang: Chengdu Workstation for Emerging Infectious Disease Control and Prevention, Chinese Academy of Medical Sciences, Chengdu Center for Disease Control and Prevention, Chengdu, China.
  2. Shuangfeng Fan: Chengdu Workstation for Emerging Infectious Disease Control and Prevention, Chinese Academy of Medical Sciences, Chengdu Center for Disease Control and Prevention, Chengdu, China.
  3. Jiali Deng: Department of Orthopaedics, The First Affiliated Hospital of Chengdu Medical College, Sichuan, China.
  4. Jinjie Xia: Chengdu Workstation for Emerging Infectious Disease Control and Prevention, Chinese Academy of Medical Sciences, Chengdu Center for Disease Control and Prevention, Chengdu, China.
  5. Xiaoyuan Hu: Emergency Response Office, Xinjiang Uighur Autonomous Region Center for Disease Control and Prevention, Urumqi, China.
  6. Linlin Yu: Chengdu Workstation for Emerging Infectious Disease Control and Prevention, Chinese Academy of Medical Sciences, Chengdu Center for Disease Control and Prevention, Chengdu, China.
  7. Bin Wang: Comprehensive Emergency Office, Center for Disease Control and Prevention of Qingbaijiang District, Chengdu, China.
  8. Wei Yu: Comprehensive Emergency Office, Center for Disease Control and Prevention of Qingbaijiang District, Chengdu, China.

Abstract

With the outbreak of Mpox in non-endemic countries in May 2022, which has captured international attention. In response, this study leveraged the real-time, predictive, and wide coverage advantages of big data to reflect the public's needs and interests regarding the Mpox epidemic, and explore its potential early warning role. We carried out a systematic data search weekly on two major network data platforms-Baidu Search Index (BDI) and WeChat Search Index (WCI) in China, and the index data overview, main concern information, hotspot regional distribution were analyzed. Besides, the correlation between the search index and the number of new cases of Mpox globally and within China were also investigated. Our results showed that both BDI and WCI mirrored the trends of the Mpox epidemic, with peaks in interest aligning with the release of relevant policies and events. The public's interest evolved from basic knowledge of the disease to a focus on treatment and prevention, with attentiveness centrally placed in economically developed areas such as Guangdong, Beijing, and Shanghai. A positive correlation was observed between the Chinese epidemic and the BDI ( = 0.372,  = 0.047) and WCI ( = 0.398,  = 0.044), whereas non-correlation was noted globally. Notably, when the search time was delayed by 1 week, both BDI and WCI showed a positive correlation with the epidemic in China and globally. Overall, the integrated use of big data offers a platform for rapid understanding public concerns and early warning signs of emerging infectious diseases such as Mpox.

Keywords

References

  1. JMIR Mhealth Uhealth. 2020 Oct 5;8(10):e19589 [PMID: 32931439]
  2. PLoS One. 2017 Jan 6;12(1):e0165085 [PMID: 28060809]
  3. Lancet. 2022 Aug 27;400(10353):661-669 [PMID: 35952705]
  4. BMJ. 2022 Jul 28;378:e072410 [PMID: 35902115]
  5. N Engl J Med. 2004 Jan 22;350(4):342-50 [PMID: 14736926]
  6. Int J Mol Sci. 2022 Jul 17;23(14): [PMID: 35887214]
  7. PLoS One. 2019 Apr 17;14(4):e0214229 [PMID: 30995249]
  8. Rev Esp Quimioter. 2022 Dec;35(6):509-518 [PMID: 35785957]
  9. J Am Acad Dermatol. 2006 Sep;55(3):478-81 [PMID: 16908354]
  10. Lancet Infect Dis. 2014 Feb;14(2):160-8 [PMID: 24290841]
  11. PLoS One. 2011 May 04;6(5):e19467 [PMID: 21573238]
  12. N Engl J Med. 2022 Aug 25;387(8):679-691 [PMID: 35866746]
  13. Front Psychol. 2021 Jul 20;12:708537 [PMID: 34354650]
  14. Emerg Infect Dis. 2019 Feb;25(2):281-289 [PMID: 30666937]
  15. PLoS One. 2010 Nov 29;5(11):e14118 [PMID: 21124761]
  16. Trop Med Infect Dis. 2018 Nov 11;3(4): [PMID: 30423898]
  17. BMJ. 2022 May 25;377:o1321 [PMID: 35613732]
  18. JAMA Health Forum. 2022 Sep 2;3(9):e224062 [PMID: 36218949]
  19. World J Otorhinolaryngol Head Neck Surg. 2020 Nov;6:S40-S48 [PMID: 32837757]
  20. Vaccines (Basel). 2022 Aug 18;10(8): [PMID: 36016230]
  21. Nature. 2022 Jun;606(7912):15-16 [PMID: 35595996]
  22. PLoS Negl Trop Dis. 2022 Feb 11;16(2):e0010141 [PMID: 35148313]
  23. Antiviral Res. 2019 Feb;162:171-177 [PMID: 30445121]
  24. Int J Environ Res Public Health. 2022 Feb 10;19(4): [PMID: 35206175]
  25. Int J Epidemiol. 1988 Sep;17(3):643-50 [PMID: 2850277]
  26. Int J Environ Res Public Health. 2016 Aug 04;13(8): [PMID: 27527196]
  27. Lancet Glob Health. 2015 Jan;3(1):e20-1 [PMID: 25539964]
  28. BMC Public Health. 2002;2:2 [PMID: 11846889]
  29. Epidemiol Infect. 2017 Jun;145(8):1699-1707 [PMID: 28222831]
  30. J Med Internet Res. 2021 Jul 16;23(7):e28563 [PMID: 34129515]
  31. Sci Rep. 2015 Jan 29;5:8154 [PMID: 25634021]
  32. J Environ Public Health. 2022 Aug 5;2022:5162840 [PMID: 36034623]
  33. Cureus. 2022 Oct 31;14(10):e30920 [PMID: 36465725]
  34. Sci Rep. 2020 Apr 3;10(1):5896 [PMID: 32246053]
  35. Br J Dermatol. 2022 Nov;187(5):765-772 [PMID: 35917191]
  36. N Engl J Med. 2022 Nov 10;387(19):1783-1793 [PMID: 36286263]
  37. Eur Arch Otorhinolaryngol. 2022 Mar;279(3):1349-1355 [PMID: 34104981]
  38. Int J Infect Dis. 2017 Oct;63:74-76 [PMID: 28797591]
  39. Indian Pediatr. 2022 Aug 15;59(8):636-642 [PMID: 35762024]

MeSH Term

Humans
China
Disease Outbreaks
Big Data

Word Cloud

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