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Perceptions of Human Resource Professionals on Using Data Analytics for Talent Management

机译:人力资源专业人员对使用数据分析进行人才管理的看法

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摘要

The use of data analytics has impacted how leaders within a variety of organizations make decisions, including decisions regarding company culture and talent management. In order to better understand how data analytics are used to manage talent and influence human resource and business decisions, this study focused on exploring the benefits, challenges, training, and support needed to effectively and appropriately use data analytics within the organizational decision-making process. More specifically, this study explored human resource leaders' perceptions of the benefits, challenges, training, and support needed when using data-driven analytics in making talent management decisions. 20 participants were interviewed using four pre-determined, open-ended questions, which were then followed by any necessary follow-up questions. The researcher used the participant's responses to analyze trends associated with using data analytics to influence human resource decisions. By understanding human resource leaders' competency with using data analytics and recognizing the drawbacks that prevent or make it difficult to do so, human resource professionals and organizations can devise the most effective way to use data-driven numerical evidence to make the best informed decisions related to their employees. At this time, the use of qualitative data when making decisions that affect individuals can be problematic. Human resource practitioners who use data analytics require advanced training and understanding, as well as organizational support, before they can successfully use data analytics as a strategic tool to inform business decisions. Finally, the use of data analytics and quantitative data cannot fully replace anecdotal and qualitative evidence because some decisions cannot be made using only quantitative evidence, but it can be highly influential in identify both positive and negative insights and trends.
机译:数据分析的使用已影响到各种组织中的领导者做出决策的方式,包括有关公司文化和人才管理的决策。为了更好地理解数据分析如何用于管理人才并影响人力资源和业务决策,本研究着重探讨在组织决策过程中有效和适当地使用数据分析所需的收益,挑战,培训和支持。 。更具体地说,本研究探讨了人力资源领导者在使用数据驱动型分析制定人才管理决策时对收益,挑战,培训和支持所需的看法。使用四个预先确定的开放式问题对20名参与者进行了采访,然后再回答任何必要的后续问题。研究人员使用参与者的回答来分析与使用数据分析来影响人力资源决策相关的趋势。通过了解使用数据分析的人力资源领导者的能力并认识到阻止或难以做到的缺点,人力资源专业人员和组织可以设计出最有效的方法,以数据为依据的数字证据来做出最明智的决策给他们的员工。目前,在制定影响个人的决策时使用定性数据可能会出现问题。使用数据分析的人力资源从业人员需要高级培训和理解,以及组织上的支持,然后才能成功地将数据分析用作战略工具来告知业务决策。最后,数据分析和定量数据的使用不能完全替代轶事和定性证据,因为不能仅使用定量证据来做出某些决定,但是在确定正面和负面的见解和趋势方面都具有很大的影响力。

著录项

  • 作者

    Smith, Tyrone D., Jr.;

  • 作者单位

    St. Thomas University.;

  • 授予单位 St. Thomas University.;
  • 学科 Management.;Information technology.;Organizational behavior.
  • 学位 Ed.D.
  • 年度 2018
  • 页码 142 p.
  • 总页数 142
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 原子能技术;
  • 关键词

  • 入库时间 2022-08-17 11:52:57

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