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Published in: Journal of General Internal Medicine 9/2020

01-09-2020 | COVID-19 | Concise Research Report

Tracking Mental Health and Symptom Mentions on Twitter During COVID-19

Authors: Sharath Chandra Guntuku, PhD, Garrick Sherman, PhD, Daniel C. Stokes, MS, Anish K. Agarwal, MD, MPH, MS, Emily Seltzer, MPH, Raina M. Merchant, MD, Lyle H. Ungar, PhD

Published in: Journal of General Internal Medicine | Issue 9/2020

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Excerpt

The magnitude of novel coronavirus (COVID-19) pandemic has led to considerable economic hardships, stress, anxiety, and concerns about the future. Social media can provide a place for measuring a pulse of mental health in communities. Evaluating the changing use of language on social media can complement traditional survey-based approaches and provide new insights into the well-being of a country or region during a public health crisis. Social media could also enable early symptom discovery for diseases where the pathology is not completely known and is evolving.1 We, therefore, created a dashboard (https://​bit.​ly/​penncovidmap) to monitor and analyze changes in language expressed on Twitter over the course of the COVID-19 pandemic within the USA with a specific focus on mental health and symptom mentions. …
Literature
3.
go back to reference Guntuku SC, Buffone A, Jaidka K, Eichstaedt JC, Ungar LH. Understanding and measuring psychological stress using social media. In Proceedings of the International AAAI Conference on Web and Social Media. 2019;13:214–225. Guntuku SC, Buffone A, Jaidka K, Eichstaedt JC, Ungar LH. Understanding and measuring psychological stress using social media. In Proceedings of the International AAAI Conference on Web and Social Media. 2019;13:214–225.
4.
go back to reference Schwartz HA, Eichstaedt J, Kern M, Park G, Sap M, Stillwell D, Kosinski M, Ungar L. Towards assessing changes in degree of depression through Facebook. In Proceedings of the workshop on computational linguistics and clinical psychology: from linguistic signal to clinical reality. Baltimore: Association for Computational Linguistics; 2014. p. 118–125. Schwartz HA, Eichstaedt J, Kern M, Park G, Sap M, Stillwell D, Kosinski M, Ungar L. Towards assessing changes in degree of depression through Facebook. In Proceedings of the workshop on computational linguistics and clinical psychology: from linguistic signal to clinical reality. Baltimore: Association for Computational Linguistics; 2014. p. 118–125.
5.
go back to reference Guntuku SC, Schneider R, Pelullo A, Young J, Wong V, Ungar L, Polsky D, Volpp KG, Merchant R. Studying expressions of loneliness in individuals using twitter: an observational study. BMJ open. 2019 Nov 4;9(11):e030355. Guntuku SC, Schneider R, Pelullo A, Young J, Wong V, Ungar L, Polsky D, Volpp KG, Merchant R. Studying expressions of loneliness in individuals using twitter: an observational study. BMJ open. 2019 Nov 4;9(11):e030355.
6.
go back to reference Landa N, Mendieta‐Eckert M, Fonda‐Pascual P, Aguirre T. Chilblain‐like lesions on feet and hands during the COVID‐19 Pandemic. International journal of dermatology. 2020;59(6):739. Landa N, Mendieta‐Eckert M, Fonda‐Pascual P, Aguirre T. Chilblain‐like lesions on feet and hands during the COVID‐19 Pandemic. International journal of dermatology. 2020;59(6):739.
Metadata
Title
Tracking Mental Health and Symptom Mentions on Twitter During COVID-19
Authors
Sharath Chandra Guntuku, PhD
Garrick Sherman, PhD
Daniel C. Stokes, MS
Anish K. Agarwal, MD, MPH, MS
Emily Seltzer, MPH
Raina M. Merchant, MD
Lyle H. Ungar, PhD
Publication date
01-09-2020
Publisher
Springer International Publishing
Keyword
COVID-19
Published in
Journal of General Internal Medicine / Issue 9/2020
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-020-05988-8

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