Shin Juhhyun, Jung Sunok, Park Hyeonyoung, Lee Yaena, Son Yukyeong
College of Nursing, Ewha Womans University, Seoul 03760, Korea.
Samsung Seoul Hospital, Seoul 06351, Korea.
Int J Environ Res Public Health. 2021 Jul 11;18(14):7398. doi: 10.3390/ijerph18147398.
The purpose of this study was to investigate what opinions and perceptions people have about nursing and the role of nursing staff in nursing homes (NHs) on Social Networking Service (SNS) by analyzing large-scale data through social big-data analysis.
This study investigated changes in perception related to nursing and nursing staff in NHs during the COVID-19 pandemic era using target channels (blogs, cafes, Instagram, communities, Twitter, etc.). Data were collected on the channel from 12 September 2019 to 11 September 2020, 6 months before and after 12 March 2020 when the COVID-19 pandemic was declared. Selected keywords included "nursing," "nurse," and "nursing staff," and included words were "long-term care settings," "geriatric hospital," and "nursing home." Text mining, opinion mining, and social network analysis were conducted.
After the COVID-19 pandemic, the frequency of keywords increased about 1.5 times compared to before. In March 2020 when the COVID-19 pandemic was declared, the negative phrase "be infected" ranked number one, resulting in a sharp 8% rise in the percentage of negative words in that month. The related words that have risen in rank significantly, or were newly ranked in the Top 30 after the pandemic, were related with COVID-19.
The public began to realize the role of nursing staff in the prevention and management of mass infection in NHs and the importance of nursing staff after the pandemic. Further studies should examine the perceptions of those who have received nursing services and include a wide range of foreign channels.
本研究旨在通过社会大数据分析对大规模数据进行分析,调查人们在社交网络服务(SNS)上对养老院护理及护理人员角色的看法和认知。
本研究利用目标渠道(博客、咖啡馆、照片墙、社区、推特等)调查了新冠疫情期间养老院护理及护理人员相关认知的变化。数据收集自2019年9月12日至2020年9月11日,即2020年3月12日宣布新冠疫情前后各6个月的时间段。选定的关键词包括“护理”“护士”和“护理人员”,纳入的词汇有“长期护理机构”“老年医院”和“养老院”。进行了文本挖掘、观点挖掘和社会网络分析。
新冠疫情后,关键词出现频率相比之前增加了约1.5倍。2020年3月宣布新冠疫情时,负面短语“被感染”排名第一,当月负面词汇百分比急剧上升了8%。疫情后排名显著上升或新进入前30名的相关词汇都与新冠疫情有关。
疫情后,公众开始意识到护理人员在养老院预防和管理大规模感染中的作用以及护理人员的重要性。进一步的研究应调查接受过护理服务者的看法,并纳入更广泛的国外渠道。