tetano
Editor, Senior Moderator
Children (Basel)
. 2022 Dec 16;9(12):1984.
doi: 10.3390/children9121984.
Infodemiology of RSV in Italy (2017-2022): An Alternative Option for the Surveillance of Incident Cases in Pediatric Age?
Matteo Riccò[SUP] 1 [/SUP], Antonio Baldassarre[SUP] 2 [/SUP], Sandro Provenzano[SUP] 3 [/SUP], Silvia Corrado[SUP] 4 [/SUP], Milena Pia Cerviere[SUP] 5 [/SUP], Salvatore Parisi[SUP] 6 [/SUP], Federico Marchesi[SUP] 7 [/SUP], Marco Bottazzoli[SUP] 8 [/SUP]
Affiliations
Abstract
The aim of this study was to evaluate whether or not online queries for Respiratory Syncytial Virus (RSV) retrieved by means of Google Trends™ and the Italian Wikipedia analysis program mirror the occurrence of influenza-like illnesses (ILI), as reported by the Italian Influenza Surveillance network (InfluNet). Estimated rates for ILI in the general population and in the age groups 0-4 years and 5-14 years were obtained for the influenza seasons 2017-2018 to 2020-2021. Similarly, a weekly fraction of online searches was retrieved for a series of terms associated with Respiratory Syncytial Virus. Next, trends for daily visualization of Italian Wikipedia Pages for Human Respiratory Syncytial Virus, Pneumonia, Bronchiolitis, Influenza, and Respiratory Failure were similarly retrieved. The correlation of all search terms with ILI was analyzed by means of Spearman's rank correlation analysis. Among search terms associated with the clinical diagnosis of Respiratory Syncytial Virus infections, the occurrence of ILI was highly correlated only with Bronchiolitis in the age group 0-4 years (β 0.210, p = 0.028), while more generic search terms, such as Bronchitis, fever, influenza, and Pneumonia, were identified as effective predictors of ILI, in general and by age groups. In a regression analysis modeled with ILIs as the outcome variable, daily visualizations for the Wikipedia pages on Bronchiolitis were identified as negative predictors for ILI in general (β = -0.152, p = 0.032), ILI in age group 0-4 years (β = -0.264, p = 0.001) and 5-14 years (β = -0.202, p = 0.006), while Influenza was characterized as a positive effector for ILIs in the age group 5-14 years (β = 0.245, p = 0.001). Interestingly, not only were the search terms extensively correlated with one another, but all of them were also characterized by autocorrelation through a Durbin-Watson test (all estimates DW < 2.0) In summary, our study identified a complicated pattern of data visualization as no clear association between rates of ILI in pediatric age group 0-4 and 5 to 14 years was actually found. Finally, our data stress that the infodemiology option may be quite problematic for assessing the time trend of RSV infections in Italy until more appropriate reporting will be made available, by sharing estimates of Lower Respiratory Tract Infections, and through a more accurate characterization of younger age groups.
Keywords: RSV; infodemiology; lower respiratory tract infection; respiratory syndromes.
. 2022 Dec 16;9(12):1984.
doi: 10.3390/children9121984.
Infodemiology of RSV in Italy (2017-2022): An Alternative Option for the Surveillance of Incident Cases in Pediatric Age?
Matteo Riccò[SUP] 1 [/SUP], Antonio Baldassarre[SUP] 2 [/SUP], Sandro Provenzano[SUP] 3 [/SUP], Silvia Corrado[SUP] 4 [/SUP], Milena Pia Cerviere[SUP] 5 [/SUP], Salvatore Parisi[SUP] 6 [/SUP], Federico Marchesi[SUP] 7 [/SUP], Marco Bottazzoli[SUP] 8 [/SUP]
Affiliations
- PMID: 36553427
- DOI: 10.3390/children9121984
Abstract
The aim of this study was to evaluate whether or not online queries for Respiratory Syncytial Virus (RSV) retrieved by means of Google Trends™ and the Italian Wikipedia analysis program mirror the occurrence of influenza-like illnesses (ILI), as reported by the Italian Influenza Surveillance network (InfluNet). Estimated rates for ILI in the general population and in the age groups 0-4 years and 5-14 years were obtained for the influenza seasons 2017-2018 to 2020-2021. Similarly, a weekly fraction of online searches was retrieved for a series of terms associated with Respiratory Syncytial Virus. Next, trends for daily visualization of Italian Wikipedia Pages for Human Respiratory Syncytial Virus, Pneumonia, Bronchiolitis, Influenza, and Respiratory Failure were similarly retrieved. The correlation of all search terms with ILI was analyzed by means of Spearman's rank correlation analysis. Among search terms associated with the clinical diagnosis of Respiratory Syncytial Virus infections, the occurrence of ILI was highly correlated only with Bronchiolitis in the age group 0-4 years (β 0.210, p = 0.028), while more generic search terms, such as Bronchitis, fever, influenza, and Pneumonia, were identified as effective predictors of ILI, in general and by age groups. In a regression analysis modeled with ILIs as the outcome variable, daily visualizations for the Wikipedia pages on Bronchiolitis were identified as negative predictors for ILI in general (β = -0.152, p = 0.032), ILI in age group 0-4 years (β = -0.264, p = 0.001) and 5-14 years (β = -0.202, p = 0.006), while Influenza was characterized as a positive effector for ILIs in the age group 5-14 years (β = 0.245, p = 0.001). Interestingly, not only were the search terms extensively correlated with one another, but all of them were also characterized by autocorrelation through a Durbin-Watson test (all estimates DW < 2.0) In summary, our study identified a complicated pattern of data visualization as no clear association between rates of ILI in pediatric age group 0-4 and 5 to 14 years was actually found. Finally, our data stress that the infodemiology option may be quite problematic for assessing the time trend of RSV infections in Italy until more appropriate reporting will be made available, by sharing estimates of Lower Respiratory Tract Infections, and through a more accurate characterization of younger age groups.
Keywords: RSV; infodemiology; lower respiratory tract infection; respiratory syndromes.