Using social media monitoring tool and Google Trends to study dynamics of vaccination-related online discourse

Introduction Online discourse related to vaccinations is often charged with emotions and include misinformation. Aim The main objective of the study is assesment of trends the dynamics of the online vaccination-related discourse published publicly in Polish, using social media monitoring tool and Google Trends. Material and methods The study collected the number of mentions with a social media listening tool and the number of queries with Google Trends from July 1, 2018 to October 23, 2022. The analysis included the following sources of the mentions and queries: Twitter, Facebook, online portals, and forums. Data on the COVID-19 vaccination uptake in Poland was also considered. Results and discussion A total of 34,596,976 vaccination-related mentions were included in the analysis. Kendall's tau correlation showed a positive statistical association between the daily number of mentions and the number of queries related to vaccination throughout the studied period (τ = 0.66). There was a moderate positive linear association between the number of queries and the number of COVID-19 vaccinations administered in Poland (<i>R<sup>2</sup></i> = 0.59). There was a weak positive linear association between the number of mentions and the number of COVID-19 vaccinations in Poland (<i>R<sup>2</sup></i> = 0.23). Conclusions With the increase in the number of COVID-19 vaccinations administered in Poland, corresponding increase in online vaccination-related searches (queries) occurred. Routine analysis of Google Trends combined with Internet and social media monitoring can provide reliable insight regarding public sentiment towards vaccination. Such analysis play a crucial role in formulating health policies and developing educational and promotional initiatives related to vaccination.

Authors

Institutions

Publication Details

Journal
Polish Annals of Medicine
Published
2024-08-19
DOI
https://doi.org/10.29089/paom/188125
Primary Topic
Vaccine Coverage and Hesitancy
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using social media monitoring tool and Google Trends to study dynamics of vaccination-related online discourse

Jan M. Zając, Konrad Furmańczyk, Anna Kłak, Kamil Rakocy et al.
Polish Annals of Medicine
Vaccine Coverage and Hesitancy
article

Using social media monitoring tool and Google Trends to study dynamics of vaccination-related online discourse

Jan M. Zając, Konrad Furmańczyk, Anna Kłak, Kamil Rakocy, Filip Raciborski, Urszula Religioni, Karolina Sobeczek, Agnieszka Drab
article en

Abstract

Introduction Online discourse related to vaccinations is often charged with emotions and include misinformation. Aim The main objective of the study is assesment of trends the dynamics of the online vaccination-related discourse published publicly in Polish, using social media monitoring tool and Google Trends. Material and methods The study collected the number of mentions with a social media listening tool and the number of queries with Google Trends from July 1, 2018 to October 23, 2022. The analysis included the following sources of the mentions and queries: Twitter, Facebook, online portals, and forums. Data on the COVID-19 vaccination uptake in Poland was also considered. Results and discussion A total of 34,596,976 vaccination-related mentions were included in the analysis. Kendall's tau correlation showed a positive statistical association between the daily number of mentions and the number of queries related to vaccination throughout the studied period (τ = 0.66). There was a moderate positive linear association between the number of queries and the number of COVID-19 vaccinations administered in Poland (<i>R<sup>2</sup></i> = 0.59). There was a weak positive linear association between the number of mentions and the number of COVID-19 vaccinations in Poland (<i>R<sup>2</sup></i> = 0.23). Conclusions With the increase in the number of COVID-19 vaccinations administered in Poland, corresponding increase in online vaccination-related searches (queries) occurred. Routine analysis of Google Trends combined with Internet and social media monitoring can provide reliable insight regarding public sentiment towards vaccination. Such analysis play a crucial role in formulating health policies and developing educational and promotional initiatives related to vaccination.

Polish Annals of Medicine
Medical University of Lublin (PL), Warsaw University of Life Sciences (PL), Medical University of Warsaw (PL), CRE Consulting (Poland) (PL), Postgraduate School of Molecular Medicine (PL)
Warszawski Uniwersytet Medyczny, Uniwersytet Warszawski
Partnerships for the goals
Openalex Percentile: Top 83%
Vaccine Coverage and Hesitancy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.