HRA adoption via organizational analytics maturity: examining the role of institutional theory, resource-based view and diffusion of innovation

IF 4.6 3区 管理学 Q1 INDUSTRIAL RELATIONS & LABOR International Journal of Manpower Pub Date : 2023-12-04 DOI:10.1108/ijm-10-2022-0496
Despoina Ioakeimidou, Dimitrios Chatzoudes, Symeon Symeonidis, Prodromos Chatzoglou
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Abstract

Purpose

This study aims to develop and test an original conceptual framework that examines the role of various factors borrowed from three theories (i.e. Institutional Theory, Resource-Based View and Diffusion of Innovation) in adopting Human Resource Analytics (HRA).

Design/methodology/approach

A new conceptual framework (research model) is developed based on previous research and coherent theoretical arguments. Its factors are classified using the Technology–Organization–Environment (TOE) framework. Research hypotheses are tested using primary data collected from 152 managers of Greek organizations. Empirical data are analyzed using the “Structural Equation Modelling” (SEM) technique.

Findings

The technological and organizational context proved extremely important in enhancing Organizational Analytics Maturity (OAM) and HRA adoption, while the environmental context did not. Relative advantage and top management support were found to significantly impact the adoption of HRA, while Information Technology (IT) infrastructure, human resource capabilities and top management support are crucial for increasing OAM. Overall, the latter is the most important factor in enhancing HRA adoption.

Originality/value

This study contributes to the limited published research on HRA adoption while at the same time it can be used as a guideline for future research. The novel findings offer insights into the factors impacting OAM and HRA adoption.

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基于组织分析成熟度的人力资源管理采用:考察制度理论、资源基础观和创新扩散的作用
本研究旨在发展并检验一个原始的概念框架,以考察从制度理论、资源基础观和创新扩散理论中借鉴的各种因素在采用人力资源分析(HRA)中的作用。设计/方法/方法一个新的概念框架(研究模型)是基于先前的研究和连贯的理论论据。使用技术-组织-环境(TOE)框架对其因素进行分类。研究假设使用从希腊组织的152名管理人员收集的原始数据进行检验。利用“结构方程建模”(SEM)技术对经验数据进行分析。技术和组织背景被证明在提高组织分析成熟度(OAM)和HRA采用方面极其重要,而环境背景则不然。研究发现,相对优势和高层管理人员的支持显著影响人力资源管理的采用,而信息技术(IT)基础设施、人力资源能力和高层管理人员的支持对提高OAM至关重要。总的来说,后者是促进人力资源管理法采用的最重要因素。原创性/价值本研究既弥补了已发表的有限的HRA采用研究的不足,又可为今后的研究提供指导。这些新发现为影响OAM和HRA采用的因素提供了见解。
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来源期刊
CiteScore
8.40
自引率
11.40%
发文量
80
期刊介绍: ■Employee welfare ■Human aspects during the introduction of technology ■Human resource recruitment, retention and development ■National and international aspects of HR planning ■Objectives of human resource planning and forecasting requirements ■The working environment
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