Business analytics and firm performance: The mediating role of business process performance

被引:179
|
作者
Aydiner, Arafat Salih [1 ]
Tatoglu, Ekrem [2 ]
Bayraktar, Erkan [3 ]
Zaim, Selim [4 ]
Delen, Dursun [5 ]
机构
[1] Istanbul Medeniyet Univ, Fac Polit Sci, Dept Management Kadikoy, TR-34000 Istanbul, Turkey
[2] Ibn Haldun Univ, Sch Business, TR-34494 Istanbul, Turkey
[3] Amer Univ Middle East Kuwait, Coll Engn & Technol, Al Uqiylah, Kuwait
[4] Istanbul Sehir Univ, Coll Engn & Nat Sci, Dept Ind Engn, TR-34865 Istanbul, Turkey
[5] Oklahoma State Univ, Spears Sch Business, Dept Management Sci & Informat Syst, Tulsa, OK 74106 USA
关键词
Business analytics; Business process performance; Firm performance; Resource-based view; Turkey; BIG DATA ANALYTICS; INFORMATION-TECHNOLOGY; SUPPLY CHAIN; CAPABILITIES; IMPACT; RESOURCES; SYSTEMS; PERSPECTIVE; CHALLENGES; ADOPTION;
D O I
10.1016/j.jbusres.2018.11.028
中图分类号
F [经济];
学科分类号
02 ;
摘要
Due to the rapidly increasing popularity of business analytics (BA), investigation of the antecedents/determinants of the adoption of BA and the subsequent impact of the same to the firm performance has become an important research topic. Drawing on the fundamentals of the resource-based view (RBV), this study proposes a model that examines the effects of the BA adoption on business process performance (BPER) and the mediating role that BPER plays in the relationship between the adoption of BA and firm performance (FP). Based on the data collected from 204 medium- to high-level business executives in various industries, the results of this empirical study indicate that the adoption of BA positively influences BPER. There is also positive relationship between BPER and FP. Finally, the results show that BPER fully mediates the relationship between BA adoption and FP.
引用
下载
收藏
页码:228 / 237
页数:10
相关论文
共 50 条
  • [41] Corporate Entrepreneurship and Business Performance: The Mediating Role of Employee Engagement
    Ahmed, Umair
    Umrani, Waheed Ali
    Zaman, Umer
    Rajput, Sheraz Mustafa
    Aziz, Tariq
    SAGE OPEN, 2020, 10 (04):
  • [42] The Mediating Role of Innovation between Family Culture and Business Performance
    Lok, Stanley Yap Peng
    Chong, Wei Ying
    BE-CI 2016 : 3RD INTERNATIONAL CONFERENCE ON BUSINESS AND ECONOMICS, 2016, 17 : 287 - 301
  • [43] Business owners, employees, and firm performance
    Mika Maliranta
    Satu Nurmi
    Small Business Economics, 2019, 52 : 111 - 129
  • [44] Business groups, institutions, and firm performance
    Cainelli, Giulio
    Ganau, Roberto
    Giunta, Anna
    INDUSTRIAL AND CORPORATE CHANGE, 2022, 31 (01) : 215 - 233
  • [45] Business owners, employees, and firm performance
    Maliranta, Mika
    Nurmi, Satu
    SMALL BUSINESS ECONOMICS, 2019, 52 (01) : 111 - 129
  • [46] Role of corporate social responsibility on firm performance in emerging economy: The mediating role of access to finance and business model innovation
    Ngo, Quang Huan
    Le, Thanh Tiep
    COGENT BUSINESS & MANAGEMENT, 2023, 10 (02):
  • [47] The impact of business analytics capabilities on innovation, information quality, agility and firm performance: the moderating role of industry dynamism
    Khan, Adeyl
    Talukder, Md Shamim
    Islam, Quazi Tafsirul
    Islam, A. K. M. Najmul
    VINE JOURNAL OF INFORMATION AND KNOWLEDGE MANAGEMENT SYSTEMS, 2024, 54 (05) : 1124 - 1152
  • [48] The antecedents of process integration in business process outsourcing and its effect on firm performance
    Narayanan, Sriram
    Jayaraman, Vaidyanathan
    Luo, Yadong
    Swaminathan, Jayashankar M.
    JOURNAL OF OPERATIONS MANAGEMENT, 2011, 29 (1-2) : 3 - 16
  • [49] Modelling quality dynamics, business value and firm performance in a big data analytics environment
    Ren, Steven Ji-fan
    Wamba, Samuel Fosso
    Akter, Shahriar
    Dubey, Rameshwar
    Childe, Stephen J.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (17) : 5011 - 5026
  • [50] Business strategy, spiritual capital and environmental sustainability performance: mediating role of environmental management process
    Tjahjadi, Bambang
    Soewarno, Noorlailie
    Karima, Tsanya El
    Sutarsa, Annisa Ayu Putri
    BUSINESS PROCESS MANAGEMENT JOURNAL, 2023, 29 (01) : 77 - 99