A Measurement Model for Factors Influencing Data Quality in Data Warehouse

被引:0
|
作者
Zellal, Nouha [1 ]
Zaouia, Abdellah [1 ]
机构
[1] INPT Natl Inst Posts & Telecommun, Rabat, Morocco
关键词
Data Quality; Data Warehouse; Business Intelligence; Measurement model; SUCCESS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The quality of data in data warehouse is very important for decision making. That's why we have been interested in studying the factors that influence this data quality. The first influencing factor is the quality of data at the source, and there are many other factors moderating this influence between data quality at the source and data quality at the data warehouse. This is what we have tried to gather in a research model in a previous work [1]. In order to validate this research model, we would like to conduct a survey and analyze the results using Structural Equation Modeling. And to prepare the survey, it is necessary to figure out the measured variables for each latent variable in the research model. So we aim, in this paper, to propose measurement items for each construct refereeing to the previous works and adapting them to our context.
引用
收藏
页码:46 / 51
页数:6
相关论文
共 50 条
  • [1] An Exploratory Investigation of Factors Influencing Data Quality in Data Warehouse
    Zellal, Nouha
    Zaouia, Abdellah
    PROCEEDINGS OF 2015 THIRD IEEE WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS), 2015,
  • [2] Analyzing factors influencing quality of decisions - An approach for data warehouse development
    Malhotra, Navneet
    Gosain, Anjana
    IMECS 2006: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, 2006, : 324 - +
  • [3] Literature Review of Data model Quality metrics of Data Warehouse
    Gosain, Anjana
    Heena
    INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONVERGENCE (ICCC 2015), 2015, 48 : 236 - 243
  • [4] A Taxonomy of Factors Influencing Data Quality
    Liu, Caihua
    Zowghi, Didar
    Peng, Guochao
    DISTRIBUTED, AMBIENT AND PERVASIVE INTERACTIONS, DAPI 2023, PT I, 2023, 14036 : 328 - 347
  • [5] Data warehouse quality
    Strategic Syst, 1 (07):
  • [6] Data Quality in Data Warehouse Systems
    Serra, Flavia
    Marotta, Adriana
    PROCEEDINGS OF THE 2016 XLII LATIN AMERICAN COMPUTING CONFERENCE (CLEI), 2016,
  • [7] Data Warehouse and Data Quality - An Overview
    Brajkovic, Helena
    Jaksic, Danijela
    Poscic, Patrizia
    CENTRAL EUROPEAN CONFERENCE ON INFORMATION AND INTELLIGENT SYSTEMS (CECIIS 2020), 2020, : 17 - 24
  • [8] Understanding data quality in a data warehouse
    Shanks, G
    Darke, P
    AUSTRALIAN COMPUTER JOURNAL, 1998, 30 (04): : 122 - 128
  • [9] Research on Data Quality of Data Warehouse
    Liu Shuanghong
    Han Zhongjun
    EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 5255 - 5258