The Pace and Pulse of the Fight against Coronavirus across the US, A Google Trends Approach

05/05/2020
by   Tichakunda Mangono, et al.
0

The coronavirus pandemic is impacting our lives at unprecedented speed and scale - including how we eat and work, what we worry about, how much we move, and our ability to earn. Google Trends can be used as a proxy for what people are thinking, needing, and planning. We use it to provide both insights into, and potential indicators of, important changes in information-seeking patterns during pandemics like COVID-19. Key questions we address are: (1) What is the relationship between the coronavirus outbreak and internet searches related to healthcare seeking, government support programs, media sources of different ideologies, planning around social activities, travel, and food, and new coronavirus-specific behaviors and concerns?; (2) How does the popularity of search terms differ across states and regions and can we explain these differences?; (3) Can we find distinct, tangible search patterns across states suggestive of policy gaps to inform pandemic response? (4) Does Google Trends data correlate with and potentially precede real-life events? We suggest strategic shifts for policy makers to improve the precision and effectiveness of non-pharmaceutical interventions (NPIs) and recommend the development of a real-time dashboard as a decision-making tool. Methods used include trend analysis of US search data; geographic analyses of the differences in search popularity across US states during March 1st to April 15th, 2020; and Principal Component Analyses (PCA) to extract search patterns across states.

READ FULL TEXT

page 1

page 9

page 11

page 12

page 13

research
07/27/2020

The Causality Inference of Public Interest in Restaurants and Bars on COVID-19 Daily Cases in the US: A Google Trends Analysis

The COVID-19 coronavirus pandemic has affected virtually every region of...
research
11/25/2022

Predicting Tourism Demand in Indonesia Using Google Trends Data

Tourism data is one of the strategic data in Indonesia. In addition, tou...
research
05/05/2015

Accurate estimation of influenza epidemics using Google search data via ARGO

Accurate real-time tracking of influenza outbreaks helps public health o...
research
06/12/2023

Accurate Measures of Vaccination and Concerns of Vaccine Holdouts from Web Search Logs

To design effective vaccine policies, policymakers need detailed data ab...
research
04/25/2020

Assessing the impact of the coronavirus lockdown on unhappiness, loneliness, and boredom using Google Trends

The COVID-19 pandemic has led many governments to implement lockdowns. W...
research
07/02/2021

Google COVID-19 Vaccination Search Insights: Anonymization Process Description

This report describes the aggregation and anonymization process applied ...
research
08/15/2022

Dual-domain analysis of gun violence incidents in the United States

This paper applies new and recently introduced approaches to study trend...

Please sign up or login with your details

Forgot password? Click here to reset