利用文本分析评估COVID-19对农村卫生保健提供者心理健康的影响

C. Beseler, Stacia McNeely
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引用次数: 0

摘要

大流行增加了全球每个国家一线医疗保健提供者的压力水平,并将继续这样做。由于缺乏资源和所服务的人口,美国农村地区的医疗保健提供者更容易受到COVID-19的影响。2020年,对美国西部一个州的25名农村医疗保健提供者进行了定性研究。在本报告中,使用语言调查和字数统计(LIWC)来比较2020年3月11日COVID-19发病前接受采访的12名提供者与COVID-19发病后接受采访的13名提供者对情绪和奖励词的使用情况。结果显示,与冠状病毒感染前相比,医护人员在冠状病毒感染后使用的积极情绪词汇较少。负面情绪词汇也减少了。在新冠肺炎之后,与他们工作中奖励方面相关的词汇有所增加,但在新冠肺炎之前和之后的人群中有所不同。在新冠肺炎后组,积极情绪词汇与奖励的相关性更强。服务提供者报告说,他们对那些因与大流行有关的抑郁、焦虑和自杀意念增加而无法得到治疗的人获得护理感到担忧。农村卫生保健系统需要旨在改善患者获得护理的机会和更多资金的政策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using text analysis to assess the mental health impacts of COVID-19 on rural healthcare providers
The pandemic increased the stress levels of frontline healthcare providers in every country across the globe, and continues to do so. Health care providers in the rural regions of the U.S. were more vulnerable to the impact of COVID-19 due to the lack of resources and the population they serve. A qualitative study of 25 rural healthcare providers in a western U.S. state was conducted during 2020. In this report, Linguistic Inquiry and Word Count (LIWC) was used to compare the use of emotion and reward words in 12 providers interviewed before the onset of COVID-19 on March 11, 2020, to 13 interviews conducted after COVID-19 onset. Results indicated that providers used fewer positive emotion words after COVID-19 onset compared to before COVID. Negative emotion words also decreased. Words related to the rewarding aspects of their work increased after COVID-19, but differed among the pre- and post-COVID groups. Positive emotion words was more strongly related to rewards in the post-COVID group. Providers reported concerns about access to care for those unable to be treated for the increased depression, anxiety and suicide ideation related to the pandemic. The rural health care system needs policies directed at improving patient access to care and greater funding.
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