Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Infodemiology

Date Submitted: Jul 2, 2021
Date Accepted: Feb 16, 2022

The final, peer-reviewed published version of this preprint can be found here:

Sustained Reductions in Online Search Interest for Communicable Eye and Other Conditions During the COVID-19 Pandemic: Infodemiology Study

Deiner MS, Seitzman GD, McLeod SD, Chodosh J, Lietman TM, Porco TC

Sustained Reductions in Online Search Interest for Communicable Eye and Other Conditions During the COVID-19 Pandemic: Infodemiology Study

JMIR Infodemiology 2022;2(1):e31732

DOI: 10.2196/31732

PMID: 35320981

PMCID: 8931841

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Sustained reductions in online search interest for communicable eye and other conditions during the COVID-19 Pandemic: An Infodemiology Study

  • Michael S. Deiner; 
  • Gerami D. Seitzman; 
  • Stephen D. McLeod; 
  • James Chodosh; 
  • Thomas M. Lietman; 
  • Travis C. Porco

ABSTRACT

Background:

At the start of the COVID 19 pandemic, we found reduced numbers of google searches for the term conjunctivitis. We hypothesized that physical distancing during COVID-10 reduced the spread of contagious eye disease. Here we test this hypothesis a year later, expanding to include other communicable conditions.

Objective:

Determine if reduction in USA searches for terms related to conjunctivitis and other common communicable diseases occurred in spring-winter of the COVID-19 pandemic, and compare this outcome to terms representing non-communicable conditions, COVID-19, and to seasonality.

Methods:

Weekly relative search frequency volume data from Google trends for 68 search terms in English for the USA, were obtained for the weeks of March 2011 through February 2021. Terms were classified a priori as 16 terms related to COVID-19, 29 terms representing communicable conditions and 23 terms representing control non-communicable conditions. To reduce bias, all analyses were conducted while masked to term names, classifications and locations. To test for the significance of changes during the pandemic, we detrended and compared post-pandemic values to that expected based on pre-pandemic trends, per season, computing 1 and 2 sided P-values. We then compared these P-values between term groups using Wilcoxon rank-sum and Fisher exact tests to assess if non-COVID terms representing communicable disease were more likely to show significant reductions in search in 2020-21 than terms not representing such disease. We also assessed any relationship between a term’s seasonality and reduced search for it in 2020-21 seasons. P-values were subjected to FDR correction prior to reporting. Data were then unmasked.

Results:

Terms representing conjunctivitis and other communicable conditions had sustained reduced search in the first 4 seasons of the 2020-2021 COVID-19 pandemic, compared to prior years. In comparison, search for non-communicable condition terms was significantly less reduced (Wilcoxon and Fisher’s Exact Tests, P < 0.001; summer, autumn, winter). A significant correlation was also found between reduced search for a term in 2020-21 and seasonality of that term (Theil-Sen, P < 0.001; summer, autumn, winter). COVID-19 related conditions were significantly elevated compared to prior years, and influenza-related terms were significantly lower than prior years in winter 2020-21 (P < 0.0001).

Conclusions:

We demonstrate the low-cost and unbiased use of online search data to study how a wide range of conditions may be affected by large-scale interventions or events such as social distancing during the COVID-19 pandemic. Our findings support emerging clinical evidence implicating social distancing and the COVID-19 pandemic in the reduction of communicable disease. They also agree with elevation of ocular conditions suggested to be linked to COVID-19 infection or behavioral changes such as mask-wearing. Clinical Trial: Not applicable


 Citation

Please cite as:

Deiner MS, Seitzman GD, McLeod SD, Chodosh J, Lietman TM, Porco TC

Sustained Reductions in Online Search Interest for Communicable Eye and Other Conditions During the COVID-19 Pandemic: Infodemiology Study

JMIR Infodemiology 2022;2(1):e31732

DOI: 10.2196/31732

PMID: 35320981

PMCID: 8931841

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.