Topic Modeling of Nursing Issues in the Media During Four Emerging Infectious Disease Epidemics in South Korea : Descriptive Analysis (Preprint) DOI Creative Commons
Jungok Kim, Eun Kyoung Yun

Journal of Medical Internet Research, Journal Year: 2024, Volume and Issue: 27, P. e60446 - e60446

Published: Dec. 22, 2024

Emerging infectious disease disasters receive extensive media coverage and public attention. Nurse burnout attrition peak during health crises such as pandemics. However, there is limited research on nursing issues related to repeated emerging over time. The purpose of this study was analyze draw implications from changes in key reported by the news outbreaks severe acute respiratory syndrome (SARS; 2003), influenza A (2009), Middle East (MERS; 2015), COVID-19 (2020) Korea using topic modeling. total 51,489 articles were extracted searching for keywords "nursing" or "nurse" title body published April 2003 May 2021 (during new outbreaks) open integrated database. selected preprocessed then analyzed text structure a 3-step keyword analysis method, latent Dirichlet allocation modeling, network analysis. Among collected with search terms "nurse," 17,285 (33.6%) based eligibility criteria used final Using we derived 5 topics each SARS, A, MERS 6 COVID-19. themes commonly identified through modeling across 4 epidemics "response diseases Korea," "demand nurses," "vulnerability work environment," "roles responsibilities nurses." Although names same, meanings implied comprehensive epidemic varied depending times. Analysis associated revealed that nurse shortages, working conditions, poor treatment not unique pandemic but rather recurring previous epidemics. Our findings can be inform strategies improve professional roles, environment, nurses crises. Suggestions future nursing-related policy impact change are also provided.

Language: Английский

Attracting nursing talent to the intensive care unit: A qualitative study on how to create an appealing work environment DOI Creative Commons
Rafael‐Jesús Fernández‐Castillo, Luis Prado, M. Raurell-Torredà

et al.

Intensive and Critical Care Nursing, Journal Year: 2025, Volume and Issue: 87, P. 103937 - 103937

Published: Jan. 8, 2025

Language: Английский

Citations

2
Exploring the “dark side of the moon” in ICU nursing workload DOI

Ann-Margret Hasselgård,

Paul Ross, Alberto Lucchini

et al.

Intensive and Critical Care Nursing, Journal Year: 2025, Volume and Issue: 89, P. 104074 - 104074

Published: May 10, 2025

Language: Английский

Citations

0
Topic Modeling of Nursing Issues in the Media During Four Emerging Infectious Disease Epidemics in South Korea : Descriptive Analysis (Preprint) DOI Creative Commons
Jungok Kim, Eun Kyoung Yun

Journal of Medical Internet Research, Journal Year: 2024, Volume and Issue: 27, P. e60446 - e60446

Published: Dec. 22, 2024

Emerging infectious disease disasters receive extensive media coverage and public attention. Nurse burnout attrition peak during health crises such as pandemics. However, there is limited research on nursing issues related to repeated emerging over time. The purpose of this study was analyze draw implications from changes in key reported by the news outbreaks severe acute respiratory syndrome (SARS; 2003), influenza A (2009), Middle East (MERS; 2015), COVID-19 (2020) Korea using topic modeling. total 51,489 articles were extracted searching for keywords "nursing" or "nurse" title body published April 2003 May 2021 (during new outbreaks) open integrated database. selected preprocessed then analyzed text structure a 3-step keyword analysis method, latent Dirichlet allocation modeling, network analysis. Among collected with search terms "nurse," 17,285 (33.6%) based eligibility criteria used final Using we derived 5 topics each SARS, A, MERS 6 COVID-19. themes commonly identified through modeling across 4 epidemics "response diseases Korea," "demand nurses," "vulnerability work environment," "roles responsibilities nurses." Although names same, meanings implied comprehensive epidemic varied depending times. Analysis associated revealed that nurse shortages, working conditions, poor treatment not unique pandemic but rather recurring previous epidemics. Our findings can be inform strategies improve professional roles, environment, nurses crises. Suggestions future nursing-related policy impact change are also provided.

Language: Английский

Citations

0