Business Intelligence and Big Data Analytics for Organizational Performance Management in Public Sector: The Conceptual Framework

被引:1
|
作者
Yahaya, Jamaiah H. [1 ]
Deraman, Aziz [2 ]
Abai, Nor Hani Zulkifli [1 ]
Mansor, Zulkefli [1 ]
Jusoh, Yusmadi Yah [3 ]
机构
[1] Univ Kebangsaan Malaysia, Fac Informat Sci & Technol, Bangi 43000, Selangor, Malaysia
[2] Univ Malaysia Terengganu, Sch Informat & Appl Math, Kuala Terengganu 21030, Malaysia
[3] Univ Putra Malaysia, Fac Comp Sci & Informat Technol, Serdang 43400, Selangor, Malaysia
关键词
Business Intelligence; Big Data Analytics; Organizational Performance Management; Public Sector;
D O I
10.1166/asl.2016.7741
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The implementation of business intelligence (BI) and big data analytic (BDA) in managing organizational performance especially in public sector is important and critical. Weakness in managing the implementation strategy and the performance can result a massive impact to people and nation. Therefore, integration of BI and BDA are necessity to assist decision makers to increase efficiency in public services. However, preliminary study had identified limited implementation of BI and business analytics with organisation performance management (OPM) that led to inefficient performance in management practice. At the same time, large amount of data from various resources have headed to the emergent of big data analytics. Therefore, this research is proposed with the aim to develop an integrated framework of business intelligence and big data analytics (BI-BDA) for OPM. To achieve this goal, elements and sub elements of integrated BI-BDA and OPM implementation will be identified which focuses on big data analytics. Main outcome from this research is the new integrated framework of BI and BDA (BI-BDA) for OPM in public sector. The proposed framework is valuable for the practitioners as well as the stakeholders to ensure the OPM system to be more effective and dynamic.
引用
收藏
页码:1919 / 1923
页数:5
相关论文
共 50 条
  • [21] An Integrated Framework of Business Intelligence and Analytic with Performance Management System: A Conceptual Framework
    Abai, Nur Hani Zulkifli
    Yahaya, Jamaiah H.
    Deraman, Aziz
    2015 SCIENCE AND INFORMATION CONFERENCE (SAI), 2015, : 452 - 456
  • [22] Interaction between Management Control Systems and Big Data Analytics: A Conceptual Framework
    Daskalova, Mina
    Ivanova, Desislava
    APPLICATIONS OF MATHEMATICS IN ENGINEERING AND ECONOMICS (AMEE20), 2021, 2333
  • [23] ORGANIZATIONAL READINESS FOR BIG DATA ANALYTICS, BUSINESS ANALYTICS ADOPTION AND DATA-DRIVEN CULTURE: THE CASE OF TURKISH BANKING SECTOR
    Aykanat, Zafer
    Yildiz, Tayfun
    Celik, Ali Kemal
    MANAGEMENT RESEARCH AND PRACTICE, 2025, 17 (01): : 18 - 34
  • [24] Big data analytics capability, marketing agility, and firm performance: a conceptual framework
    Vesterinen, Mikko
    Mero, Joel
    Skippari, Mika
    JOURNAL OF MARKETING THEORY AND PRACTICE, 2025, 33 (02) : 310 - 330
  • [25] Searching for Organizational Intelligence in the Evolution of Public-Sector Performance Management
    Virtanen, Petri
    Vakkuri, Jarmo
    NISPACEE JOURNAL OF PUBLIC ADMINISTRATION AND POLICY, 2015, 8 (02) : 89 - 99
  • [26] Big Data Analytics Services for Enhancing Business Intelligence
    Sun, Zhaohao
    Sun, Lizhe
    Strang, Kenneth
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2018, 58 (02) : 162 - 169
  • [27] A Conceptual Framework for Democratization of Big Data Analytics (BDA)
    Ismail, Nor Haslinda
    Alias, Rose Alinda
    ADVANCES ON INTELLIGENT INFORMATICS AND COMPUTING: HEALTH INFORMATICS, INTELLIGENT SYSTEMS, DATA SCIENCE AND SMART COMPUTING, 2022, 127 : 707 - 712
  • [28] BIG DATA AND ARTIFICIAL INTELLIGENCE IN PUBLIC SECTOR HUMAN RESOURCE MANAGEMENT
    Galindo Caldes, Ramon
    REVISTA CATALANA DE DRET PUBLIC, 2019, (58): : 49 - 63
  • [29] Organizational performance and capabilities to analyze big data: do the ambidexterity and business value of big data analytics matter?
    Aljumah, Ahmad Ibrahim
    Nuseir, Mohammed T.
    Alam, Md. Mahmudul
    BUSINESS PROCESS MANAGEMENT JOURNAL, 2021, 27 (04) : 1088 - 1107
  • [30] An examination of the organizational impact of business intelligence and big data based on management theory
    Alnoukari, Mouhib
    JOURNAL OF INTELLIGENCE STUDIES IN BUSINESS, 2020, 10 (03): : 24 - 37