Correlation between national surveillance and search engine query data on respiratory syncytial virus infections in Japan.

Kazuhiro Uda, Hideharu Hagiya, Takashi Yorifuji, Toshihiro Koyama, Mitsuru Tsuge, Masato Yashiro, Hirokazu Tsukahara
Author Information
  1. Kazuhiro Uda: Department of Pediatrics, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata, Okayama, 700-8558, Japan. uda-ka@s.okayama-u.ac.jp.
  2. Hideharu Hagiya: Department of General Medicine, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Science, 2-5-1 Shikata, Okayama, 700-8558, Japan.
  3. Takashi Yorifuji: Department of Epidemiology, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata, Okayama, 700-8558, Japan.
  4. Toshihiro Koyama: Department of Health Data Science, Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, Okayama University, 2-5-1 Shikata, Okayama, 700-8558, Japan.
  5. Mitsuru Tsuge: Department of Pediatrics Acute Diseases, Okayama University Academic Field of Medicine, Dentistry, and Pharmaceutical Science, 2-5-1 Shikata, Okayama, 700-8558, Japan.
  6. Masato Yashiro: Department of Pediatrics, Okayama University Hospital, 2-5-1 Shikata, Okayama, 700-8558, Japan.
  7. Hirokazu Tsukahara: Department of Pediatrics, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata, Okayama, 700-8558, Japan.

Abstract

BACKGROUND: The respiratory syncytial virus (RSV) disease burden is significant, especially in infants and children with an underlying disease. Prophylaxis with palivizumab is recommended for these high-risk groups. Early recognition of a RSV epidemic is important for timely administration of palivizumab. We herein aimed to assess the correlation between national surveillance and Google Trends data pertaining to RSV infections in Japan.
METHODS: The present, retrospective survey was performed between January 1, 2018 and November 14, 2021 and evaluated the correlation between national surveillance data and Google Trends data. Joinpoint regression was used to identify the points at which changes in trends occurred.
RESULTS: A strong correlation was observed every study year (2018 [r = 0.87, p < 0.01], 2019 [r = 0.83, p < 0.01], 2020 [r = 0.83, p < 0.01], and 2021 [r = 0.96, p < 0.01]). The change-points in the Google Trends data indicating the start of the RSV epidemic were observed earlier than by sentinel surveillance in 2018 and 2021 and simultaneously with sentinel surveillance in 2019. No epidemic surge was observed in either the Google Trends or the surveillance data from 2020.
CONCLUSIONS: Our data suggested that Google Trends has the potential to enable the early identification of RSV epidemics. In countries without a national surveillance system, Google Trends may serve as an alternative early warning system.

Keywords

References

  1. Lancet. 2022 May 28;399(10340):2047-2064 [PMID: 35598608]
  2. Emerg Infect Dis. 2021 Nov;27(11):2969-2970 [PMID: 34388086]
  3. Euro Surveill. 2010 Jul 22;15(29): [PMID: 20667303]
  4. PLoS One. 2021 Jun 10;16(6):e0252468 [PMID: 34111163]
  5. Nature. 2009 Feb 19;457(7232):1012-4 [PMID: 19020500]
  6. Bone Marrow Transplant. 2013 Mar;48(3):452-8 [PMID: 23208313]
  7. J Infect Dis. 2022 Aug 12;226(Supplement_1):S22-S28 [PMID: 35023567]
  8. Euro Surveill. 2011 May 05;16(18): [PMID: 21586265]
  9. BMC Public Health. 2018 Apr 3;18(1):445 [PMID: 29615018]
  10. Euro Surveill. 2020 May;25(21): [PMID: 32489174]
  11. Pediatrics. 2014 Aug;134(2):415-20 [PMID: 25070315]
  12. Sci Rep. 2015 Jan 29;5:8154 [PMID: 25634021]
  13. Transp Res Part A Policy Pract. 2022 Mar 11;: [PMID: 35309690]
  14. J Med Syst. 2020 Jan 30;44(3):57 [PMID: 31997013]
  15. Sci Rep. 2021 Jul 13;11(1):14387 [PMID: 34257381]
  16. PLoS One. 2014 Oct 22;9(10):e109583 [PMID: 25337815]
  17. J Infect Dis. 2022 Aug 12;226(Supplement_1):S17-S21 [PMID: 34522961]
  18. Pediatr Pulmonol. 2021 Dec;56(12):3669-3673 [PMID: 34473914]
  19. Glob Health Med. 2021 Apr 30;3(2):102-106 [PMID: 33937573]

MeSH Term

Antiviral Agents
Child
Hospitalization
Humans
Infant
Japan
Palivizumab
Respiratory Syncytial Virus Infections
Retrospective Studies
Search Engine

Chemicals

Antiviral Agents
Palivizumab

Word Cloud

Created with Highcharts 10.0.0surveillanceGoogleTrendsdataRSVnational[r = 0p < 001]epidemiccorrelation20182021observedrespiratorysyncytialvirusdiseasepalivizumabinfectionsJapan2019832020sentinelearlysystemBACKGROUND:burdensignificantespeciallyinfantschildrenunderlyingProphylaxisrecommendedhigh-riskgroupsEarlyrecognitionimportanttimelyadministrationhereinaimedassesspertainingMETHODS:presentretrospectivesurveyperformedJanuary1November14evaluatedJoinpointregressionusedidentifypointschangestrendsoccurredRESULTS:strongeverystudyyear8796change-pointsindicatingstartearliersimultaneouslysurgeeitherCONCLUSIONS:suggestedpotentialenableidentificationepidemicscountrieswithoutmayservealternativewarningCorrelationsearchenginequeryEpidemiologySurveillance

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