Are papers addressing certain diseases perceived where these diseases are prevalent? The proposal to use Twitter data as social-spatial sensors

PloS One
Lutz BornmannVanash M Patel

Abstract

We propose to use Twitter data as social-spatial sensors. This study deals with the question whether research papers on certain diseases are perceived by people in regions (worldwide) that are especially concerned by these diseases. Since (some) Twitter data contain location information, it is possible to spatially map the activity of Twitter users referring to certain papers (e.g., dealing with tuberculosis). The resulting maps reveal whether heavy activity on Twitter is correlated with large numbers of people having certain diseases. In this study, we focus on tuberculosis, human immunodeficiency virus (HIV), and malaria, since the World Health Organization ranks these diseases as the top three causes of death worldwide by a single infectious agent. The results of the social-spatial Twitter maps (and additionally performed regression models) reveal the usefulness of the proposed sensor approach. One receives an impression of how research papers on the diseases have been perceived by people in regions that are especially concerned by these diseases. Our study demonstrates a promising approach for using Twitter data for research evaluation purposes beyond simple counting of tweets.

References

Nov 21, 2008·Nature·Jeremy GinsbergLarry Brilliant
Jan 11, 2012·The American Journal of Tropical Medicine and Hygiene·Rumi ChunaraJohn S Brownstein
Mar 16, 2013·Health Policy·Dominic KingAra Darzi
May 1, 2013·PLoS Biology·Holly M Bik, Miriam C Goldstein
Dec 5, 2013·Nature Communications·Jeffrey ShamanMarc Lipsitch
Oct 23, 2014·PloS One·Sudhakar V NutiKarthik Murugiah
Jan 1, 2014·Health Information Science and Systems·Wullianallur Raghupathi, Viju Raghupathi
Nov 18, 2015·JAMA : the Journal of the American Medical Association·Bridget M Kuehn
Jan 15, 2016·International Journal of Clinical Practice·N Baumann
Nov 18, 2016·American Journal of Public Health·Lauren SinnenbergRaina M Merchant
Aug 25, 2017·PloS One·Nicolas Robinson-GarciaDiana Hicks
Mar 29, 2018·Science·Soroush VosoughiSinan Aral
May 31, 2018·Journal of Clinical Medicine·Yash PershadRahmi Oklu
Apr 13, 2019·FEMS Microbiology Letters·Nicolas Robinson-GarciaDaniel Torres-Salinas

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Software Mentioned

R packages
R package ggmap
Altmetric
spmap
Google API
Stata
R package tidyverse
CiteULike
HealthMap
UpSetR

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