[Topic Modeling and Keyword Network Analysis of News Articles Related to Nurses before and after "the Thanks to You Challenge" during the COVID-19 Pandemic].

PURPOSE: This study was conducted to assess public awareness and policy challenges faced by practicing nurses. METHODS: After collecting nurse-related news articles published before and after 'the Thanks to You Challenge' campaign (between December 31, 2019, and July 15, 2020), keywords were extracted via preprocessing. A three-step method keyword analysis, latent Dirichlet allocation topic modeling, and keyword network analysis was used to examine the text and the structure of the selected news articles. RESULTS: Top 30 keywords with similar occurrences were collected before and after the campaign. The five dominant topics before the campaign were: pandemic, infection of medical staff, local transmission, medical resources, and return of overseas Koreans. After the campaign, the topics 'infection of medical staff' and 'return of overseas Koreans' disappeared, but 'the Thanks to You Challenge' emerged as a dominant topic. A keyword network analysis revealed that the word of nurse was linked with keywords like thanks and campaign, through the word of sacrifice. These words formed interrelated domains of 'the Thanks to You Challenge' topic. CONCLUSION: The findings of this study can provide useful information for understanding various issues and social perspectives on COVID-19 nursing. The major themes of news reports lagged behind the real problems faced by nurses in COVID-19 crisis. While the press tends to focus on heroism and whole society, issues and policies mutually beneficial to public and nursing need to be further explored and enhanced by nurses.

Is the press properly presenting the epidemiological data on COVID-19? An analysis of newspapers from 25 countries.

We conducted a cross-sectional study to assess how the top 3 highest circulation newspapers from 25 countries are comparing and presenting COVID-19 epidemiological data to their readers. Of 75 newspapers evaluated, 51(68%) presented at their websites at least one comparison of cases and/or deaths between regions of their country and/or between countries. Quality assessment of the comparisons showed that only a minority of newspapers adjusted the data for population size in case comparisons between regions (37.2%) and between countries (25.6%), and the same was true for death comparisons between regions (27.3%) and between countries (27%). Of those making comparisons, only 13.7% explained the difference in the interpretation of cases and deaths. Of 17 that presented a logarithmic curve, only 29.4% explained its meaning. Although the press plays a key role in conveying correct medical information to the general public, we identified inconsistencies in the reporting of COVID-19 epidemiological data.

COVID-19 and suicides in India: A pilot study of reports in the media and scientific literature.

BACKGROUND: Our objective was to analyze reports of COVID-19 related suicides (CRS) to identify associated factors with a broader goal to inform management and prevention strategies. METHODS: We searched scientific literature, government websites and online newspaper reports in English and nine regional languages to identify relevant CRS reports. RESULTS: A total of 151 CRS reports were retrieved. CRS was more frequently reported among males (80.8%), those whose COVID status was unknown (48.0%), and those in quarantine/isolation (49.0%). CONCLUSION: The above findings may assist identification of at-risk individuals for COVID-19 related suicidal behavior.

Carrying Out Rapid Qualitative Research During a Pandemic: Emerging Lessons From COVID-19.

Social scientists have a robust history of contributing to better understandings of and responses to disease outbreaks. The implementation of qualitative research in the context of infectious epidemics, however, continues to lag behind in the delivery, credibility, and timeliness of findings when compared with other research designs. The purpose of this article is to reflect on our experience of carrying out three research studies (a rapid appraisal, a qualitative study based on interviews, and a mixed-methods survey) aimed at exploring health care delivery in the context of COVID-19. We highlight the importance of qualitative data to inform evidence-based public health responses and provide a way forward to global research teams who wish to implement similar rapid qualitative studies. We reflect on the challenges of setting up research teams, obtaining ethical approval, collecting and analyzing data in real-time and sharing actionable findings.

Thrust Into the Spotlight: COVID-19 Focuses Media Attention on Nursing Homes.

OBJECTIVE: This study sheds light on the agenda-setting role of the media during the COVID-19 crisis by examining trends in nursing home (NH) coverage in 4 leading national newspapers-The New York Times, Washington Post, USA Today, and Los Angeles Times. METHOD: Keyword searches of the Nexis Uni database identified 2,039 NH-related articles published from September 2018 to June 2020. Trends in the frequency of NH coverage and its tone (negative) and prominence (average words, daily article count, opinion piece) were examined. RESULTS: Findings indicate a dramatic rise in the number of NH articles published in the months following the first COVID-19 case, far exceeding previous levels. NH coverage became considerably more prominent, as the average number of words and daily articles on NHs increased. The proportion of negative articles largely remained consistent, though volume rose dramatically. Weekly analysis revealed acceleration in observed trends within the post-COVID-19 period itself. These trends, visible in all papers, were especially dramatic in The New York Times. DISCUSSION: Overall, findings reveal marked growth in the frequency and number of prominent and negative NH articles during the COVID-19 crisis. The increased volume of coverage has implications for the relative saliency of NHs to other issues during the pandemic. The increased prominence of coverage has implications for the perceived importance of addressing pre-existing deficits and the devastating consequences of the pandemic for NHs.

COVID-19 epidemiology: Through the eyes of vernacular newspapers.

Media plays an indispensable role in society to influence health literacy. To document COVID-19 coverage in Kannada daily newspapers, hardcopies of 455 editions were methodically reviewed. Content analysis and data coding of 11 of the possible 60 terms/concepts related to COVID-19 epidemiology, was undertaken. Across dailies, five different dimensions in reporting documented: reporting of statistics - both numbers and manner of reporting, reporting of epidemiological concepts/terms (frequency of use and frequency of reporting), focus of reporting, density of reporting and finally what is not reported which could have been reported (desirable reporting). Numbers were reported as headlines; >25% of listed items were covered; however, 20% of terms not covered would have helped. We looked at "News" as epidemiological information and identified the gaps in reporting. We conclude that vernacular print media in Karnataka has done a commendable job. A media communication plan is urgently needed.