Enacting people analytics: Exploring the direct and complementary effects of analytical and storytelling skills

IF 6 2区 管理学 Q1 MANAGEMENT
Steven McCartney, Na Fu
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引用次数: 0

Abstract

Although research identifies analytical and storytelling skills as the two broad human capital inputs required to perform people analytics, further research is required to better understand how People Analysts that is, the enactors of people analytics, perceive the impact of these skills on their performance. Accordingly, this study draws on the human capital resource (HCR) and HCR complementarity frameworks to investigate the individual and collective impact of analytical and storytelling skills on People Analysts perceived job performance. A mixed-method sequential explanatory research design is adopted, finding mixed results. Consistent with existing research, results from Phase 1 find People Analysts perceive storytelling skills to be positively associated with their job performance. However, contrary to existing claims, the findings reveal that analytical skills are only perceived to be significant in influencing People Analysts job performance when combined with storytelling skills, supporting a complementarity HCR relationship. To further explain the findings from Phase 1, Phase 2 involved collecting data from 50 people analytics professionals via semi-structured interviews. Results from the thematic analysis reinforce the survey findings while also illustrating that People Analysts perceive the complementarity relationship between analytical and storytelling skills as important for improving job performance. Accordingly, we argue that debate in this area should be reframed to acknowledge the necessity of complementarities in building people analytics capabilities.

Abstract Image

实施人员分析:探索分析和讲故事技能的直接和互补效果
尽管研究将分析技能和讲故事技能确定为执行人员分析所需的两种广泛的人力资本投入,但还需要进一步的研究来更好地了解人员分析师,即人员分析的制定者,如何感知这些技能对其表现的影响。因此,本研究利用人力资本资源(HCR)和HCR互补框架,调查分析和讲故事技能对人员分析师感知的工作绩效的个人和集体影响。采用混合方法的顺序解释研究设计,结果喜忧参半。与现有研究一致,第一阶段的结果发现,人物分析师认为讲故事的技能与他们的工作表现呈正相关。然而,与现有的说法相反,研究结果表明,只有当分析技能与讲故事的技能相结合,支持互补的HCR关系时,分析技能才被认为对影响人事分析师的工作表现有重要意义。为了进一步解释第一阶段的发现,第二阶段通过半结构化访谈从50名分析专业人士那里收集数据。主题分析的结果强化了调查结果,同时也表明,人事分析师认为分析技能和讲故事技能之间的互补关系对提高工作表现很重要。因此,我们认为,应该重新界定这一领域的辩论,以承认在构建人员分析能力方面互补性的必要性。
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
11.50
自引率
9.10%
发文量
0
期刊介绍: Covering the broad spectrum of contemporary human resource management, this journal provides academics and practicing managers with the latest concepts, tools, and information for effective problem solving and decision making in this field. Broad in scope, it explores issues of societal, organizational, and individual relevance. Journal articles discuss new theories, new techniques, case studies, models, and research trends of particular significance to practicing HR managers
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