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How Information Technology Line Managers Can Improve Employee Engagement with Statistical Analysis

机译:信息技术部门经理如何通过统计分析提高员工敬业度

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摘要

This praxis seeks to determine the employee engagement drivers line managers can impact. By focusing on drivers that are linked to employee engagement, IT line managers can increase employee engagement. The existing literature on employee engagement is sourced from academia, industry, internal organizations, and third parties. The literature is categorized, and the merits of each source are discussed. The statistical methods utilized to perform the statistical analysis are an analysis of correlations and linear regression with some prerequisite analysis and data cleansing performed. The results of the statistical analysis are discussed and contextualized with the existing literature. Increases in innovation correspond with increases in engagement. Additionally, a smaller but still statistically significant correlation is found with "soft skills." Based on the statistical findings performed in the research of this praxis, the author recommends implementing a cycle of the following actions: gather preliminary metrics, provide an environment conducive to innovation, evaluate metrics delta, work on soft skills, evaluate metrics.
机译:该实践旨在确定直线经理可以影响员工敬业度的因素。通过专注于与员工敬业度相关的驱动因素,IT直属经理可以提高员工敬业度。现有的有关员工敬业度的文献来自学术界,行业,内部组织和第三方。对文献进行分类,并讨论每种来源的优点。用于执行统计分析的统计方法是对相关性和线性回归进行分析,并进行一些先决条件分析和数据清理。统计分析的结果在现有文献中进行了讨论并与背景相关。创新的增加与参与的增加相对应。另外,发现与“软技能”的联系较小,但在统计学上仍然很重要。基于在该实践的研究中获得的统计结果,作者建议执行以下操作周期:收集初步指标,提供有利于创新的环境,评估指标增量,研究软技能,评估指标。

著录项

  • 作者

    Covington, Ryan.;

  • 作者单位

    The George Washington University.;

  • 授予单位 The George Washington University.;
  • 学科 Engineering.;Management.;Information technology.
  • 学位 D.Engr.
  • 年度 2018
  • 页码 140 p.
  • 总页数 140
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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