Paper Info
Title
The impact of data environment and profitability on business intelligence adoption
Abstract
The deployment of business intelligence (BI) involves complex processes of data reconfiguration and resource alignment. This study investigated whether the issues of data environment and profitability affect BI implementation for the manufacturers that have already adopted enterprise resource planning systems. We individually considered the factors of data warehousing, online analytical processing (OLAP), and data mining for the data environment, while return on assets, return on sales, and return on investment were transformed into a single component of profitability using principal component analysis. Through logistic regression, we determined that OLAP and data warehousing play important roles in the adoption of BI; however, data mining and profitability indicated no such influence.
Year
DOI
Venue
2012
10.1007/978-3-642-28490-8_20
ACIIDS
Keywords
Field
DocType
business intelligence,data reconfiguration,single component,principal component analysis,data mining,enterprise resource planning system,business intelligence adoption,bi implementation,data warehousing,resource alignment,data environment
Data warehouse,Operating margin,Data mining,Enterprise resource planning,Return on investment,Computer science,Profitability index,Online analytical processing,Business intelligence,Return on assets
Conference
Volume
ISSN
Citations 
7197
0302-9743
0
PageRank 
References 
Authors
0.34
13
3
Name
Order
Citations
PageRank
Chien-wen Shen1584.51
Ping-Yu Hsu227641.77
Yen-Ting Peng300.34