A Study on BI System: A Moderating Role of Organizational Learning

Saira Naz, Muhammad Khalique, Saleem Ahmed
{"title":"A Study on BI System: A Moderating Role of Organizational Learning","authors":"Saira Naz, Muhammad Khalique, Saleem Ahmed","doi":"10.51153/mf.v18i1.615","DOIUrl":null,"url":null,"abstract":"Organizational performance significantly depends on business intelligence. Business intelligence (BI) converts raw data into meaningful and useful information that managers use to make quick and improved assessments. Before implementing business intelligence in their firms, the manager must thoroughly evaluate it. Absorptive capacity (ACAP) and BI systems are closely related. We assessed the impact of the sub-dimensions of ACAP “acquisition, assimilation, transformation, and exploitation” on BI, Impact of BI on firm performance, and the moderating role of organizational learning. We adopted the quantitative method that comprises gathering secondary data from middle managers in Karachi’s banking industry and analyzing the data using partial least squares-structural equation modeling (PLS-SEM). The study found the dimensions of ACAP “acquisition, assimilation, transformation, and exploitation” positively affect the BI system. The BI system promotes firm performance. We also found organizational learning insignificantly moderates BI and firm performance. Managers can use the model to determine which areas of their company need more development before making the major financial commitment toward the BI system and to determine whether their company is ready to adopt it","PeriodicalId":31666,"journal":{"name":"Market Forces","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Market Forces","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51153/mf.v18i1.615","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Organizational performance significantly depends on business intelligence. Business intelligence (BI) converts raw data into meaningful and useful information that managers use to make quick and improved assessments. Before implementing business intelligence in their firms, the manager must thoroughly evaluate it. Absorptive capacity (ACAP) and BI systems are closely related. We assessed the impact of the sub-dimensions of ACAP “acquisition, assimilation, transformation, and exploitation” on BI, Impact of BI on firm performance, and the moderating role of organizational learning. We adopted the quantitative method that comprises gathering secondary data from middle managers in Karachi’s banking industry and analyzing the data using partial least squares-structural equation modeling (PLS-SEM). The study found the dimensions of ACAP “acquisition, assimilation, transformation, and exploitation” positively affect the BI system. The BI system promotes firm performance. We also found organizational learning insignificantly moderates BI and firm performance. Managers can use the model to determine which areas of their company need more development before making the major financial commitment toward the BI system and to determine whether their company is ready to adopt it
商业智能系统:组织学习的调节作用研究
组织绩效在很大程度上取决于商业智能。商业智能(BI)将原始数据转换为有意义和有用的信息,管理人员可以使用这些信息进行快速和改进的评估。在公司实施商业智能之前,管理者必须彻底评估它。吸收能力(ACAP)与BI系统密切相关。我们评估了ACAP的子维度“获取、同化、转化和利用”对商业智能的影响,商业智能对企业绩效的影响,以及组织学习的调节作用。我们采用定量方法,包括收集卡拉奇银行业中层管理人员的二手数据,并使用偏最小二乘结构方程模型(PLS-SEM)对数据进行分析。研究发现,ACAP的“获取、同化、转化和利用”维度对BI系统有积极影响。商业智能系统促进企业绩效。我们还发现组织学习对商业智能和企业绩效的调节作用不显著。在对BI系统做出重大财务承诺之前,管理人员可以使用该模型来确定公司的哪些领域需要更多的开发,并确定他们的公司是否准备采用它
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
8
审稿时长
40 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书