Empirical study of business intelligence systems and their influence on innovation performance

IF 0.6 Q2 Social Sciences Economic Annals-XXI Pub Date : 2023-02-28 DOI:10.21003/ea.v201-02
Galuh Tresna Murti, Srihadi Winarningsih, Citra Sukmadilaga
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Abstract

This study aims to empirically measure and test a conceptual model of the magnitude of the influence of organizational culture, IT Maturity Level, and data quality on the successful implementation of business intelligence systems and their implications for innovation performance. The areas of our empirical study through the hypotheses testing were: the estimation of the effect of business intelligence on financial performance; the impact of business intelligence on innovation; the effect of business intelligence on brand success; the impact of innovation on brand success; the impact of innovation on financial performance. The study sample included 4 commercial banks and 58 conventional commercial banks in the category of national private commercial banks of Indonesia, hence, the total sample in this study was 62 banks. This study used non-probability sampling techniques with purposive sampling techniques at conventional commercial banks in Indonesia. The data analysis method uses Covarian Based-Structural Modeling (CB-SEM) with programming tools that support primary data analysis in Lisrell 8.5. The results of this study found that the higher the level of implementation of organizational culture, IT Maturity Level, and data quality, the higher the success rate of implementing business intelligence systems which have implications for improving innovation performance, while the higher the level of application of business intelligence systems, the higher the level of innovation performance. The implementation of organizational culture is the factor that has the most significant influence on the success of implementing business intelligence systems compared to other factors studied in this study.
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商业智能系统及其对创新绩效影响的实证研究
本研究旨在实证测量和测试组织文化、IT成熟度水平和数据质量对商业智能系统成功实施的影响程度及其对创新绩效的影响的概念模型。我们通过假设检验的实证研究领域是:商业智能对财务绩效影响的估计;商业智能对创新的影响;商业智能对品牌成功的影响创新对品牌成功的影响;创新对财务绩效的影响。研究样本包括印度尼西亚国家私人商业银行类别中的4家商业银行和58家传统商业银行,因此本研究的样本总数为62家银行。本研究在印尼传统商业银行采用非概率抽样技术和有目的抽样技术。数据分析方法使用基于Covarian的结构建模(CB-SEM)和Lisrell 8.5中支持原始数据分析的编程工具。研究发现,企业文化、IT成熟度和数据质量的实施水平越高,企业实施商业智能系统的成功率越高,商业智能系统的应用水平越高,企业创新绩效水平越高。与本研究研究的其他因素相比,组织文化的实施是对商业智能系统实施成功影响最大的因素。
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来源期刊
Economic Annals-XXI
Economic Annals-XXI ECONOMICS-
CiteScore
1.50
自引率
0.00%
发文量
0
期刊介绍: The Economic Annals-XXI Journal – recognized in Ukraine and abroad scientific-analytic edition. Scientific articles of leading Ukrainian and other foreign scientists, postgraduate students and doctorates, deputies of Ukraine, heads of state and local authorities, materials of scientific conferences and seminars; reviews on scientific monographs, etc. are regularly published in this Journal.
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