Are They Aligned? An Analysis of Social Media-Based Nurse Well-Being Concerns and Well-Being Programs

PATIENT SAFETY Pub Date : 2023-11-15 DOI:10.33940/001c.88305
Arianna P. Milicia, Jessica L. Handley, Christian L. Boxley, Deanna-Nicole Busog, Seth Krevat, Nate Apathy, Daniel Marchalik, Raj M. Ratwani, Ella S. Franklin
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Abstract

Nurse burnout and distress pose patient safety risks due to impaired nurse attention, increased likelihood of medical error, and increased nurse turnover leading to a reduction in the number of nurses available to deliver care. Some healthcare facilities have launched well-being programs in response to increasing rates of burnout. Many of these programs are based on survey data which may be incomplete, resulting in programs that are not as comprehensive as they should be. We sought to identify nurse concerns related to burnout and well-being through analysis of social media data. We aligned these concerns with well-being program leader perceptions of factors contributing to burnout and well-being program initiatives. We conducted a qualitative study composed of two parts: social media analysis and semistructured interviews with well-being leaders. The social media analysis focused on 120 nurse comments on Reddit that were retrieved based on a keyword search using the terms “burnout,” “stress,” and “wellbeing.” The interviews were conducted with nine well-being leaders from seven different healthcare systems. Well-being program leaders were asked about factors contributing to burnout and lack of well-being, initiatives to address these factors, and metrics used to evaluate their programs. The social media comments and interview data were reviewed by two experts to identify topics, themes, and subthemes grounded in wellness models. Of the 120 social media comments analyzed, the most frequent topic was Lack of Meaningful Recognition, Compensation, and Influence (n=46 of 120, 38.3%), followed by Work Environment (n=43, 35.8%) and Uninformed or Misinformed Public (n=31, 25.8%). Several themes emerged and the most prevalent was Constrained Professional Agency with the most prevalent subtheme of health system or macrosystem policies or regulations that limit nurses’ ability to respond effectively to patient care needs. Of the seven healthcare systems interviewed, the most common topics that emerged from asking about the factors contributing to the lack of nurse well-being were the Work Environment (n=6 of 7, 85.7%), followed by Lack of Meaningful Recognition, Compensation, and Influence (n=4, 57.1%), and Inadequate or Inaccessible Well-Being Resources (n=3, 42.9%). Several novel initiatives were identified, and most healthcare systems relied on surveys as their key metric. The social media analysis revealed nurse concerns that may not be identified as factors contributing to lack of well-being by well-being program leaders. There is an opportunity to optimize our understanding of nurse concerns around well-being through social media, and an opportunity to better align nurse concerns with the focus of well-being programs.
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它们一致吗?基于社交媒体的护士幸福关切和幸福计划分析
护士的职业倦怠和焦虑会削弱护士的注意力,增加发生医疗事故的可能性,并增加护士的流动性,导致可提供护理服务的护士人数减少,从而给患者安全带来风险。一些医疗机构已经启动了福利计划,以应对日益增长的职业倦怠率。其中许多计划都是以调查数据为基础的,而这些数据可能并不完整,导致计划并没有达到应有的全面性。我们试图通过分析社交媒体数据来确定护士对职业倦怠和幸福感的担忧。我们将这些问题与福利计划负责人对导致职业倦怠的因素和福利计划举措的看法进行了比对。我们开展了一项定性研究,由两部分组成:社交媒体分析和对福利计划负责人的半结构式访谈。社交媒体分析的重点是根据关键词 "职业倦怠"、"压力 "和 "福利 "搜索出的 120 条护士在 Reddit 上的评论。访谈对象是来自 7 个不同医疗系统的 9 位福利项目负责人。福利项目负责人被问及导致职业倦怠和缺乏幸福感的因素、解决这些因素的措施以及用于评估其项目的指标。两位专家对社交媒体评论和访谈数据进行了审核,以确定基于健康模式的话题、主题和次主题。在分析的 120 条社交媒体评论中,最常见的主题是缺乏有意义的认可、报酬和影响(120 条中有 46 条,占 38.3%),其次是工作环境(43 条,占 35.8%)和公众不了解情况或了解情况有误(31 条,占 25.8%)。出现了几个主题,其中最普遍的是 "专业代理权受限",最普遍的副主题是 "医疗系统或宏观系统的政策或法规限制了护士有效应对病人护理需求的能力"。在受访的七个医疗系统中,在询问导致护士缺乏幸福感的因素时,最常见的话题是工作环境(7 个中有 6 个,占 85.7%),其次是缺乏有意义的认可、补偿和影响(4 个,占 57.1%),以及幸福感资源不足或无法获取(3 个,占 42.9%)。研究发现了几项新举措,大多数医疗保健系统都将调查作为其主要衡量标准。社交媒体分析揭示了一些护士关注的问题,而这些问题可能并未被幸福项目领导者识别为导致幸福感缺失的因素。通过社交媒体,我们有机会更好地了解护士对幸福感的关注,也有机会将护士的关注点与幸福感计划的重点更好地结合起来。
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