商业航空部门的人力资源分析:文献综述

António Pimenta de Brito, Maria José Sousa
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引用次数: 0

摘要

人力资源分析是人力资源管理(HRM)的一个领域,它使用人工智能、社会科学和创新技术来提取、处理和呈现数据,以供决策。这是近年来人力资源领域的一个大趋势,已经有了商业案例、学术研究和行业应用,但它仍处于早期发展阶段。商业航空业的战略核心是以人为本,因为它是一种人与人之间的服务。但是,没有满意的员工,就没有满意的顾客。此外,航空安全是一个中心话题,该部门对该主题有广泛的规定。航空安全也是基于人机交互和机组资源管理(CRM)。因此,人必须是航空公司的核心战略,因为在提供服务时,与机器、团队和客户互动中的人的因素是一个关键的成功因素。一个合适的人力资源分析方法是从企业面临的问题开始,从那里开始,创建可以衡量这些问题的指标和模型。在本文中,讨论了部门和基于问题的人力资源分析,这是它的主要贡献之一。人力资源分析技术具有描述性、预测性和规范性。从航空运营的性质及其问题出发,人力资源分析是更好地了解航空服务和运营证据并采取行动的必要策略。本出版物的目的是了解人力资源分析在航空业的应用方面存在哪些学术研究。通过文献综述,得出航空行业人力资源分析的学术研究也很少;然而,已经有一些指标和模型可以为未来指明正确的方向。这个领域可以帮助衡量人力资源政策的绩效指标,为管理层提供人力资源管理决策的重要数据。最后对研究结果进行了总结,提出了未来的研究方向,并指出了研究的局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
HR Analytics in The Commercial Aviation Sector: a literature review
HR Analytics is the area of Human Resources Management (HRM) that uses the techniques of artificial Intelligence, social sciences, and innovation to extract, treat, and present data for decision-making. This has been a big trend in HR in recent years, with already business cases, academic studies, and industry applications, but it is still in an early stage of development. The commercial aviation industry has people at the heart of its strategy, as it is a people-to-people service. But there are no satisfied customers without satisfied employees. In addition, the topic of aviation safety is a central one, and the sector has extensive regulations on the subject. Aviation safety is also based on human-machine interaction and crew resource management (CRM). People must therefore be in the core strategy of aviation companies because, for the provision of their service, the human factor in the interaction with the machine, the team, and the customer is a critical success factor. An appropriate approach to HR Analytics is to start with the problems that the business faces and, from there, create indicators and models that can measure them. In this paper, a sectoral and problem-based HR analytics is discussed, which is one of its main contributions. HR analytics techniques are descriptive, predictive, and prescriptive. Starting from the nature of the air operation and its problems, HR analytics is an essential strategy to better know and act on the evidence of aviation service and operation. The purpose of this publication is to understand what academic studies exist on the applications of HR Analytics to the aviation industry. Through a literature review, it was concluded that the aviation sector has also few academic studies about HR analytics; however, there are already some indicators and models that can point in the right direction for the future. This is an area that can help measure performance indicators of HR policies and provide management with important data for decision-making in human resources management. The results of this research are presented, future research paths are suggested, and the limitations of this study are pointed out.
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