规则网络
信息质量
比例(比率)
验证性因素分析
知识管理
探索性因素分析
信息系统
概念化
心理学
计算机科学
结构方程建模
工程类
心理测量学
地理
地图学
临床心理学
电气工程
机器学习
人工智能
作者
Qaisar Iqbal,Noor Hazlina Ahmad,Rashid Nawaz
标识
DOI:10.1108/oir-10-2018-0322
摘要
Purpose Currently, employees are facing information explosion in the presence of disruptive information and communication technologies of industry 4.0. With the prevalent nature of information pollution, employees are suffering to process large volume of information in order to access quality information. The objective of present study is to develop a measurement scale of perceived information pollution in the context of workplace. Furthermore, this study aims to assess the nomological validity of the proposed construct. Design/methodology/approach This study has employed a sequential exploratory mixed-method design to develop and validate the measurement scale of perceived information pollution. The population of the present study comprised of the employees who work in the operations and credit department of banking sector. The present study has used exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) to analyze data in AMOS. Findings The present study has developed the second-order measurement scale of perceived information pollution. The perceived information pollution comprises of five dimensions – accessible, intrinsic, contextual, representational, and distractive information pollution. This study has also confirmed the nomological validity of the information pollution in relation to employee's job satisfaction, work effort, and learning effort. Research limitations/implications Management may employ the five dimensions as a benchmark in revealing polluted information as well as enhancing information quality through information processing. Originality/value This study has contributed to the literature of information management by providing a five-dimensional scale of perceived information pollution and confirming its nomological validity.
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