In what ways are HR analytics and artificial intelligence transforming the healthcare sector?

IF 3.9 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR
Jillian Cavanagh, Patricia Pariona-Cabrera, Beni Halvorsen
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引用次数: 0

Abstract

Our Special Issue is focused on the healthcare sector relevant to the Asia Pacific region, including hospitals, aged care facilities, allied health, doctors, nurses, management and administration staff and all services associated with the healthcare industry. There are a range of issues that impact on healthcare including the growing use of health services during the pandemic, emergency situations, complex forms of technology, worker expectations, work intensification, and government reporting requirements. More research needs to be carried out in these issues as well as social policy, the delivery and quality of patient care, gender in the workplace, disability, and management innovation (Cooke and Bartram, 2015; Human Resource Management, 2015, 54, 711). There are high levels of stress due to staff being overworked and experiencing a lack of coping skills (Pariona-Cabrera et al., 2023; Health Care Management Review, 2023, 48, 42), burnout manifestations through emotional exhaustion (Maslach, 2017; Consulting Psychology Journal: Practice and Research, 2017, 69, 143) which often result in intention to leave (Holland et al., 2019; Applied Nursing Research, 2019, 49, 70; Pariona-Cabrera, Cavanagh and Bartram, 2020; Journal of Advanced Nursing, 2020, 76, 1581; Shao et al., 2023; Human Resource Management Journal, 2023, 33,187). In Australia, more than 70% of 366,000 nurses working in aged care facilities have reported at least one experience of workplace violence during the previous 12 months including physical and verbal violence from residents, relatives, and visitors (Schablon et al., 2018; International Journal of Environmental Research and Public Health, 2018, 15, 1274). There are too many managers who rely on underdeveloped HR processes and outdated management perceptions to make decisions about the well-being of healthcare staff. Countries in the Asia-Pacific region are actively seeking partnership projects and new ways to enhance the performance of healthcare staff and their organisations. We have touched on broad issues here and argue it is possible some of the answers can be found in the use of HR analytics and artificial intelligence (AI).

人力资源分析和人工智能如何改变医疗保健行业?
我们的特刊聚焦于与亚太地区相关的医疗保健部门,包括医院、老年护理机构、联合卫生、医生、护士、管理和行政人员以及与医疗保健行业相关的所有服务。有一系列影响医疗保健的问题,包括在疫情期间越来越多地使用医疗服务、紧急情况、复杂形式的技术、工人的期望、工作强化和政府报告要求。需要对这些问题以及社会政策、患者护理的提供和质量、工作场所的性别、残疾和管理创新进行更多的研究(Cooke和Bartram,2015;人力资源管理,2015,54711)。由于工作人员过度劳累和缺乏应对技能,压力很大(Pariona-Cabrera等人,2023;《医疗保健管理评论》,2023,48,42),情绪衰竭引起的倦怠表现(Maslach,2017;《咨询心理学杂志:实践与研究》,2017,69143),这通常会导致离职意向(Holland等人,2019;《应用护理研究》,2019,49,70;Pariona-Cabrera、Cavanagh和Bartram,2020;《高级护理杂志》,2020,761581;Shao等人,2023;《人力资源管理杂志》,20233187)。在澳大利亚,36.6万名在老年护理机构工作的护士中,超过70%的人报告在过去12个月内至少经历过一次工作场所暴力,包括来自居民、亲属和访客的身体和言语暴力(Schablon等人,2018;《国际环境研究与公共卫生杂志》,2018,151274)。有太多的管理者依靠不发达的人力资源流程和过时的管理观念来决定医护人员的福祉。亚太地区的国家正在积极寻求合作项目和新的方式来提高医护人员及其组织的绩效。我们在这里谈到了广泛的问题,并认为在人力资源分析和人工智能(AI)的使用中可能会找到一些答案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
9.40%
发文量
40
期刊介绍: The Asia Pacific Journal of Human Resources adheres to a rigorous double-blind reviewing policy in which the identity of both the reviewer and author are always concealed from both parties. Asia Pacific Journal of Human Resources is an applied, peer-reviewed journal which aims to communicate the development and practice of the field of human resources within the Asia Pacific region. The journal publishes the results of research, theoretical and conceptual developments, and examples of current practice. The overall aim is to increase the understanding of the management of human resource in an organisational setting.
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