Gaining Insight from the Data Warehouse: The Competence Maturity Model
نویسندگان
چکیده
This study develops a competency maturity model to describe the skills of an data analyst that positively influence data warehouse usage and insight generation in today’s data warehouse environment. Exploratory case studies were used to identify critical competencies and develop new measures of data warehouse usage and success. Grounded in Triandis’ [48] theory of motivation, a research model was tested using a survey of 169 data analysts from 7 organizations. This paper makes contributions to both managers and academia regarding the competencies required to extract value form data warehouses. It also introduces a new data analysis term called “the dance”, a concept for future research.
منابع مشابه
DWCMM: The Data Warehouse Capability Maturity Model
Data Warehouses and Business Intelligence have been part of a very dynamic andpopular field of research in the last years as they help organizations in making better decisions andincreasing their profitability. This paper aims at creating a Data Warehouse Capability MaturityModel (DWCMM) focused on the technical and organizational aspects involved in developing adata warehouse e...
متن کاملReengineering the Industrial CMMI
Abstract of Re-engineering of Industrial CMMI Through this research, I have established a general strategy to appraise an organization against a scale of five process maturity levels whilst maintaining a strong mechanics of CMMI. Reengineering of industrial CMMI proposes a novel method for Industrial Competence ranking of those organizations/companies which are targeting various CMM...
متن کاملThe Impact of Capability Level on Maturity of Business Intelligence Initiatives
This paper proposes Enterprise Business Intelligence Maturity Model that involves thirteen capacity factors, which are (Strategic Management, Performance Measurement, Balanced Scorecard, Information Quality, Data Warehouse, Master Data Management, Metadata Management, Analytical, Infrastructure, Knowledge Management, People, Organization Culture and Change Management). This key objective of thi...
متن کاملIntelligent Agent based Business Intelligence
Business intelligence (BI) actively supports management activities in gaining insight into their company results and processes, using tools and technologies such as data warehouse, on line analytical processing, data mining, advanced reporting etc. To make qualified decisions managers combine information arriving from BI applications with disperse information about global economic state, their ...
متن کاملGaining Insight into the Prevention of Maternal Death Using Narrative Analysis: An Experience from Kerman, Iran
Reduction in maternal mortality requires an in-depth knowledge of the causes of death. This study was conducted to explore the circumstances and events leading to maternal mortality through a holistic approach. Using narrative text analysis, all documents related to maternal deaths occurred from 2007 to 2011 in Kerman province/Iran were reviewed thoroughly by an expert panel. A 93-item chart ab...
متن کامل