使用技术-组织-环境(TOE)框架调查高等教育中的大数据分析准备情况

M. Ijab, Seri Manja Abdul Wahab, Mohd Azul Mohamad Salleh, A. A. Bakar
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引用次数: 14

摘要

本文旨在概念化马来西亚高等教育机构员工的大数据分析(BDA)准备情况。BDA是指收集、管理、处理、分析和可视化海量数据的过程。BDA准备非常重要,因为使用大数据进行数据驱动决策的技能和能力至关重要,尤其是在第四次工业革命时代。本文以马来西亚一所国立大学为研究对象,以个案研究的方法,探讨大学的BDA准备情况。该研究将准备理论和技术-组织-环境(TOE)框架结合起来,提出了如何在高等教育环境中调查BDA准备的概念框架。对高等教育机构工作人员的深度访谈数据用于提供支持所提议的概念框架的经验证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating Big Data Analytics Readiness in Higher Education Using the Technology-Organisation-Environment (TOE) Framework
This paper aims to conceptualise the big data analytics (BDA) readiness among staff in higher education institutions in Malaysia. BDA refers to the process of collecting, managing, processing, analysing and visualising huge amount of data. BDA readiness is important because skills and competencies in using big data for data-driven decision making is vital particularly in the era of 4IR. Based on a single case study approach, this paper investigates the BDA readiness of a national university in Malaysia. The study merges readiness theories and the Technology-Organisation-Environment (TOE) framework constructs towards proposing a conceptual framework of how BDA readiness can be investigated in a higher education setting. Data from in-depth interviews with staff members of an institution of higher education is used to provide empirical evidence supporting the proposed conceptual framework.
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