Published on in Vol 3 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38676, first published .
State and Federal Legislators’ Responses on Social Media to the Mental Health and Burnout of Health Care Workers Throughout the COVID-19 Pandemic: Natural Language Processing and Sentiment Analysis

State and Federal Legislators’ Responses on Social Media to the Mental Health and Burnout of Health Care Workers Throughout the COVID-19 Pandemic: Natural Language Processing and Sentiment Analysis

State and Federal Legislators’ Responses on Social Media to the Mental Health and Burnout of Health Care Workers Throughout the COVID-19 Pandemic: Natural Language Processing and Sentiment Analysis

Matthew P Abrams 1, 2, 3 , BA ;   Arthur P Pelullo 2 , MA, MS ;   Zachary F Meisel 1, 3, 4 , MD, MPH, MSHP ;   Raina M Merchant 1, 2, 3, 4 , MD, MSHP ;   Jonathan Purtle 5 , MSc, DrPH ;   Anish K Agarwal 1, 2, 3, 4 , MD, MPH, MS

1 Department of Emergency Medicine , Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , US

2 Center for Digital Health , University of Pennsylvania , Philadelphia , PA , US

3 Center for Emergency Care Policy and Research, Department of Emergency Medicine , Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , US

4 Leonard Davis Institute of Health Care Economics , University of Pennsylvania , Philadelphia , PA , US

5 Department of Public Health Policy & Management , School of Global Public Health , New York University , New York , NY , US

Corresponding Author:

  • Matthew P Abrams, BA
  • Department of Emergency Medicine
  • Perelman School of Medicine
  • University of Pennsylvania
  • 8th Fl
  • 3600 Civic Center Blvd
  • Philadelphia, PA
  • US
  • Phone: 1 619-227-9228
  • Email: mattpabrams@knights.ucf.edu