Big Data Analytics in Strategic Marketing: A Comprehensive Review
DOI:
https://doi.org/10.61424/5gzz7y95Keywords:
Big data, strategic marketing, competitive positioning, predictive modeling, marketers.Abstract
The advent of big data has revolutionized strategic marketing, enabling organizations to derive actionable insights from vast, diverse, and dynamic datasets. This study presents a comprehensive review of the role of big data analytics (BDA) in enhancing marketing strategy formulation, customer relationship management, and competitive positioning. Through a systematic analysis of recent scholarly literature, industry reports, and case studies, the review identifies key applications of BDA in market segmentation, personalized marketing, predictive modeling, and real-time decision-making. The findings highlight how organizations leverage data-driven insights to optimize marketing campaigns, improve customer engagement, and achieve measurable performance outcomes. Moreover, the study examines technological, organizational, and methodological factors that influence the effective adoption of BDA, including challenges related to data quality, privacy, and analytical capabilities. By synthesizing current research, this review provides strategic implications for marketers, managers, and policymakers aiming to harness the full potential of big data in creating competitive advantage. Future research directions are suggested to explore emerging trends such as artificial intelligence integration, real-time analytics, and the ethical use of customer data.
References
Akter, S., Hossain, M. A., Lu, Q., & Shams, S. R. (2021). Big data-driven strategic orientation in international marketing. International Marketing Review, 38(5), 927-947.
Aljumah, A. I., Nuseir, M. T., & Alam, M. M. (2021). Traditional marketing analytics, big data analytics and big data system quality and the success of new product development. Business Process Management Journal, 27(4), 1108-1125.
Anfer, O., & Wamba, S. F. (2019, March). Big Data Analytics and Strategic Marketing Capabilities: Impact on Firm Performance: Research in Progress. In World conference on information systems and technologies (pp. 633-640). Cham: Springer International Publishing.
Anil Kumar, J., & Ramesh Babu, S. (2025). Strategic Marketing and Customer Analytics. In Strategy Analytics for Business Resilience Theories and Practices (pp. 73-88). Cham: Springer Nature Switzerland.
Ansari, A., & Li, Y. (2018). Big data analytics. In Handbook of Marketing Analytics (pp. 280-302). Edward Elgar Publishing.
Arthur, L. (2013). Big data marketing: engage your customers more effectively and drive value. John Wiley & Sons.
Bataineh, A. Q., Abu-AlSondos, I. A., Idris, M., Mushtaha, A. S., & Qasim, D. M. (2023, October). The role of big data analytics in driving innovation in digital marketing. In 2023 9th international conference on optimization and applications (ICOA) (pp. 1-5). IEEE.
Benslama, T., & Jallouli, R. (2022). Social media data analytics for marketing strategies: The path from data to value. Journal of Telecommunications and the Digital Economy, 10(2), 96-110.
Brewis, C., Dibb, S., & Meadows, M. (2023). Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms. Technological Forecasting and Social Change, 190, 122402.
Cao, G., Tian, N., & Blankson, C. (2022). Big data, marketing analytics, and firm marketing capabilities. Journal of Computer Information Systems, 62(3), 442-451.
Danurdara, A. B., Hendayani, N., Jbour, R. H. A., & Al-Shreifeen, I. A. (2025). STRATEGIC MARKETING TRANSFORMATION THROUGH BIG DATA UTILIZATION: IN-DEPTH ANALYSIS OF TRANSLATING GIGANTIC INFORMATION INTO DECISIONSINFLUENCING TACTICAL AND BUSINESS STRATEGIES. INTERNATIONAL JOURNAL OF FINANCIAL ECONOMICS, 1(10), 421-437.
Ducange, P., Pecori, R., & Mezzina, P. (2018). A glimpse on big data analytics in the framework of marketing strategies. Soft Computing, 22(1), 325-342.
Erevelles, S., Fukawa, N., & Swayne, L. (2016). Big Data consumer analytics and the transformation of marketing. Journal of business research, 69(2), 897-904.
Gnizy, I. (2019). Big data and its strategic path to value in international firms. International marketing review, 36(3), 318-341.
Hakimi, A., & Izzuddin, D. (2025). Advanced Big Data Analytics in Supporting Strategic Planning and Market Responsiveness Across Global Corporations. Journal of Science, Engineering, Technology, Policy and Societal Advancement, 15(11), 1-13.
Hautakangas, T., & Mero, J. (2022). The Use of Big Data Analytics in the Strategic Marketing Decision-Making (Doctoral dissertation, University of Jyväskylä).
Kitchens, B., Dobolyi, D., Li, J., & Abbasi, A. (2018). Advanced customer analytics: Strategic value through integration of relationship-oriented big data. Journal of Management Information Systems, 35(2), 540-574.
Kozlovskyi, S., Shaulska, L., Butyrskyi, A., Burkina, N., & Popovskyi, Y. (2018). The marketing strategy for making optimal managerial decisions by means of smart analytics.
Mishra, A., & Kautish, P. (2025). Strategic Marketing Analytics: A Systematic Review. Strategy Analytics for Business Resilience Theories and Practices, 201-220.
Nnaji, U. O., Benjamin, L. B., Eyo-Udo, N. L., & Etukudoh, E. A. (2024). A review of strategic decision-making in marketing through big data and analytics. Magna Scientia Advanced Research and Reviews, 11(1), 084-091.
Okojie, A. (2023). The Role of Big Data Analytics in Shaping Strategic Marketing Strategies in the Digital Age. Journal of Strategic Marketing Practice, 1(1), 1-10.
Özemre, M., & Kabadurmus, O. (2020). A big data analytics based methodology for strategic decision making. Journal of Enterprise Information Management, 33(6), 1467-1490.
Palmatier, R. W., & Sridhar, S. (2020). Marketing strategy: Based on first principles and data analytics. Bloomsbury Publishing.
Saidali, J., Rahich, H., Tabaa, Y., & Medouri, A. (2019). The combination between big data and marketing strategies to gain valuable business insights for better production success. Procedia Manufacturing, 32, 1017-1023.
Sharmin, S., Khatoon, R., Prabha, M., Mahmud, M. A. A., & Manik, M. M. T. G. (2024). A review of strategic driving decision-making through big data and business analytics. European Journal of Technology, 7(2024), 24-37.
Theodorakopoulos, L., & Theodoropoulou, A. (2024). Leveraging big data analytics for understanding consumer behavior in digital marketing: A systematic review. Human Behavior and Emerging Technologies, 2024(1), 3641502.
Vassakis, K., Petrakis, E., & Kopanakis, I. (2017). Big data analytics: applications, prospects and challenges. Mobile big data: A roadmap from models to technologies, 3-20.
Verhoef, P. C., Kooge, E., & Walk, N. (2016). Creating value with big data analytics: Making smarter marketing decisions. Routledge.
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