On the impact of business analytics capabilities on firm performance: evidence from an emerging market

被引:0
作者
Lebdaoui, Hind [1 ]
Bendriouch, Fatima Zahra [2 ]
Hafid, Nisrine [1 ]
Chetioui, Youssef [3 ]
Kasraoui, Chaimae [1 ]
Lebdaoui, Imane [4 ]
机构
[1] Al Akhawayn Univ Ifrane, Ifrane, Morocco
[2] Al Akhawayn Univ Ifrane, Sch Humanities & Social Sci, Ifrane, Morocco
[3] Al Akhawayn Univ Ifrane, Mkt & Quantitat Methods, Ifrane, Morocco
[4] Mohamed V Univ Rabat, Rabat, Morocco
关键词
business analytics capabilities; firm agility; innovative aptitude; firm performance; small and medium-sized enterprises; SMEs; BIG DATA ANALYTICS; SUPPLY CHAIN AGILITY; ORGANIZATIONAL AGILITY; CONTINGENT VALUE; PLS-SEM; INFORMATION; INNOVATION; ORIENTATION; STRATEGY; ADOPTION;
D O I
10.1504/IJKMS.2024.142708
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Though prior research has widely considered the importance of business analytics (BA) capabilities in boosting business performance, empirical studies inspecting how BA capabilities contribute to business performance are still missing. Through an integrated framework combining the resource-based theory and outcomes of prior literature, the current research analyses how BA capabilities affect SMEs performance through firm agility and innovative capability. It also scrutinises the moderating role of technological and market turbulence in an era marked by substantially turbulent global business environments. The proposed model was tested using statistical data from 543 Moroccan SMEs and data were analysed using partial least squares (PLS)/structured equation modelling (SEM). Our findings suggest valuable implications to both scholars and practitioners.
引用
收藏
页码:387 / 410
页数:25
相关论文
共 82 条
  • [1] Modeling the metrics of lean, agile and leagile supply chain: An ANP-based approach
    Agarwal, Ashish
    Shankar, Ravi
    Tiwari, M. K.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 173 (01) : 211 - 225
  • [2] Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality
    Akter, Shahriar
    Wamba, Samuel Fosso
    Dewan, Saifullah
    [J]. PRODUCTION PLANNING & CONTROL, 2017, 28 (11-12) : 1011 - 1021
  • [3] How to improve firm performance using big data analytics capability and business strategy alignment?
    Akter, Shahriar
    Wamba, Samuel Fosso
    Gunasekaran, Angappa
    Dubey, Rameshwar
    Childe, Stephen J.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2016, 182 : 113 - 131
  • [4] Innovation Capabilities as a Mediator between Business Analytics and Firm Performance
    Alaskar, Thamir Hamad
    [J]. SUSTAINABILITY, 2023, 15 (06)
  • [5] The role of business analytics capabilities in bolstering firms' agility and performance
    Ashrafi, Amir
    Ravasan, Ahad Zare
    Trkman, Peter
    Afshari, Samira
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 47 : 1 - 15
  • [6] The contingent value of marketing strategy innovativeness for product development performance in Chinese new technology ventures
    Atuahene-Gima, K
    Li, HY
    de Luca, LM
    [J]. INDUSTRIAL MARKETING MANAGEMENT, 2006, 35 (03) : 359 - 372
  • [7] Big data adoption: State of the art and research challenges
    Baig, Maria Ijaz
    Shuib, Liyana
    Yadegaridehkordi, Elaheh
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2019, 56 (06)
  • [8] Barney J., 2012, Strategic Management and Competitive Advantage: Concepts and Cases
  • [9] Barney J. B., 2017, The Blackwell handbook of strategic management, P123, DOI [10.1111/b.9780631218616.2006.00006.x, DOI 10.1111/B.9780631218616.2006.00006.X]
  • [10] Timing is everything: A meta-analysis of the relationships between organizational performance and innovation
    Bowen, Frances E.
    Rostami, Mahdi
    Steel, Piers
    [J]. JOURNAL OF BUSINESS RESEARCH, 2010, 63 (11) : 1179 - 1185