Big data analytics capabilities;
Firm innovation performance;
INFORMATION-TECHNOLOGY INFRASTRUCTURE;
PRODUCT INNOVATION;
DATA CHALLENGES;
BUSINESS VALUE;
MEDIATING ROLE;
E-COMMERCE;
MANAGEMENT;
VARIANCE;
MODEL;
COMPETENCE;
D O I:
10.1177/14657503211050809
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Purpose: This study aimed to investigate the big data analytics capabilities (BDAC) model using resource-based theory (RBT) and dimensions of big data analytics (management, technological, and talent) that influenced the firm innovation performance. Design/methodology/approach: The research uses quantitative research design where 548 respondents were selected for the survey from Pakistan electronic media regulatory authority (PEMRA), national database and registration authority (NADRA), and cellular companies. Only 394 useable responses were received from the respondents. Findings: The findings revealed that BDAC has a statistically positive impact on firm innovation performance. All of the proposed hypotheses were approved in this study. Research limitations/implications: The study gives future direction to the researchers and practitioners to implement this model in other industries. Practical implications: The research makes important theoretical and methodological contributions to the business and society's nexus in developing country firms that are under economic pressure. Originality/value: The paper is new in the context of the developing firm's innovation.
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Univ Jyvaskyla, Sch Business & Econ, POB 35, FIN-40014 Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Vesterinen, Mikko
Mero, Joel
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机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Mero, Joel
Skippari, Mika
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机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
机构:
Liaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R ChinaLiaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R China
Zhang, Hua
Yuan, Shaofeng
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机构:
Liaoning Univ, Fac Econ, Business Sch, Shenyang 110000, Peoples R ChinaLiaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R China
机构:
Graduate School of Business, Universiti Sains Malaysia, Penang, MalaysiaGraduate School of Business, Universiti Sains Malaysia, Penang, Malaysia
Sindarov, Amal
Vafaei-Zadeh, Ali
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机构:
Graduate School of Business, Universiti Sains Malaysia, Penang, MalaysiaGraduate School of Business, Universiti Sains Malaysia, Penang, Malaysia
Vafaei-Zadeh, Ali
Syafrizal, Syafrizal
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机构:
Management Department, Faculty of Economics and Business, Universitas Andalas, IndonesiaGraduate School of Business, Universiti Sains Malaysia, Penang, Malaysia
Syafrizal, Syafrizal
Chanda, Razib Chandra
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h-index: 0
机构:
Graduate School of Business, Universiti Sains Malaysia, Penang, MalaysiaGraduate School of Business, Universiti Sains Malaysia, Penang, Malaysia
机构:
UTM, Azman Hashim Int Business Sch, Kuala Lumpur, MalaysiaTunku Abdul Rahman Univ Coll, Fac Accountancy Finance & Business, Kuala Lumpur, Malaysia
Rasid, Siti Zaleha Abdul
Khalid, Haliyana
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机构:
UTM, Azman Hashim Int Business Sch, Kuala Lumpur, MalaysiaTunku Abdul Rahman Univ Coll, Fac Accountancy Finance & Business, Kuala Lumpur, Malaysia
Khalid, Haliyana
Ramayah, T.
论文数: 0引用数: 0
h-index: 0
机构:
USM, Sch Management, Technol Management, George Town, MalaysiaTunku Abdul Rahman Univ Coll, Fac Accountancy Finance & Business, Kuala Lumpur, Malaysia