Vol. 5 No. 5 (2026): APRIL
Open Access
Peer Reviewed

FROM DATA TO DECISIONS: A MODERN MARKETING MANAGER'S GUIDE

Authors

Alpizar , Lukmanul Hakim , Dahrul Aman Harahap

DOI:

10.5281/zenodo.20124321

Published:

2026-04-11

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Abstract

This article explores how modern marketing managers can effectively transform data into actionable decisions in an increasingly complex and data-rich environment. The rapid expansion of digital technologies has led to an explosion of data from multiple sources, creating both opportunities and challenges for organizations. While data offers valuable insights into customer behavior, market trends, and performance, many organizations struggle to convert this information into meaningful strategic actions. Using a narrative literature review, this study synthesizes insights from academic and industry sources to identify key themes in data-driven marketing, including data as a strategic asset, analytical capabilities, integration of data and intuition, and real-time decision-making. Based on these findings, the article proposes a “From Data to Decisions” framework consisting of four stages: data collection, data analysis, insight generation, and decision implementation. The study also highlights the critical role of technology, including analytics platforms, artificial intelligence, and automation, as well as the importance of managerial capabilities such as data literacy and cross-functional collaboration. The article contributes by bridging theory and practice and offers practical guidance for marketing managers navigating data-driven decision-making. However, further empirical research is needed to validate the proposed framework.

Keywords:

Data-driven marketing marketing analytics decision-making digital transformation real-time marketing

References

Adeleye, R. A., Awonuga, K. F., Asuzu, O. F., Ndubuisi, N. L., & Tubokirifuruar, T. S. (2024). Digital marketing analytics: A review of strategies in the age of big data and AI. World Journal of Advanced Research and Reviews, 21(2), 073–084. https://doi.org/10.30574/wjarr.2024.21.2.0395

Adeniran, I. A., Efunniyi, C. P., Osundare, O. S., & Abhulimen, A. O. (2024). Transforming marketing strategies with data analytics: A study on customer behavior and personalization. International Journal of Scholarly Research in Engineering And. https://doi.org/10.56781/ijsret.2024.4.1.0022

Ali, M. M. W., & Ortega-Gutiérrez, J. (2025). Digital Marketing: Strategies, Challenges, and Opportunities in the Digital Technology. Global Journal of Economic and Business. https://doi.org/10.31559/gjeb2025.15.1.3

Bonvino, C., & Giorgino, M. (2024). A valorization framework to strategically manage data for creating competitive value. International Journal of Production Economics, 269, 109152. https://doi.org/10.1016/j.ijpe.2024.109152

Brewis, C., Dibb, S., & Meadows, M. (2023). Leveraging big data for strategic marketing: A dynamic capabilities model for incumbent firms. Technological Forecasting & Social Change. https://doi.org/10.1016/j.techfore.2023.122402

Cao, G., Tian, N., & Blankson, C. (2021). Big Data, Marketing Analytics, and Firm Marketing Capabilities. Journal of Computational Information Systems. https://doi.org/10.1080/08874417.2020.1842270

Ciampi, F., Faraoni, M., Ballerini, J., & Meli, F. (2021). The co-evolutionary relationship between digitalization and organizational agility: Ongoing debates, theoretical developments and future research perspectives. Technological Forecasting & Social Change. https://doi.org/10.1016/j.techfore.2021.121383

Cioppi, M., Curina, I., Francioni, B., & Savelli, E. (2023). Digital transformation and marketing: a systematic and thematic literature review. Italian Journal of Marketing. https://doi.org/10.1007/s43039-023-00067-2

Cruz, R. N., & Rosário, A. T. (2025). Data-Driven Decision-Making in Marketing: A Systematic Literature Review of Emerging Themes and Research Gaps. Systems, 13(12), 1114. https://doi.org/10.3390/systems13121114

Gong, C., & Ribiere, V. (2023). Understanding the role of organizational agility in the context of digital transformation: an integrative literature review. VINE Journal of Information and Knowledge Management Systems, 55(2), 351–378. https://doi.org/10.1108/vjikms-09-2022-0312

Hadjielias, E., Christofi, M., Christou, P., & Hadjielia Drotarova, M. (2022). Digitalization, agility, and customer value in tourism. Technological Forecasting and Social Change, 175, 121334. https://doi.org/10.1016/j.techfore.2021.121334

Klee, S., Janson, A., & Leimeister, J. (2021). How Data Analytics Competencies Can Foster Business Value– A Systematic Review and Way Forward. Information Systems Management. https://doi.org/10.1080/10580530.2021.1894515

Kumari, S., Kumar, P., & Kumari, P. (2025). Decoding the Digital Pulse: Big Data as the Secret Weapon for Marketing Master. International Journal of Multidisciplinary Research and Analysis. https://doi.org/10.47191/ijmra/v8-i12-28

Lestari, V. (2023). Strategic Approaches to Marketing Management in Contemporary Business Environments. Advances. https://doi.org/10.60079/ajeb.v1i5.210

Mayndarto, E. C. (2025). Big Data Analytics Capabilities and Firm Competitiveness in The Digital Age: A Socio-Economic Perspective from Emerging Markets. Baileo: Jurnal Sosial Humaniora, 2(3), 382–399. https://doi.org/10.30598/baileofisipvol2iss3pp382-399

Motwani, J., & Katatria, A. (2024). Organization agility: a literature review and research agenda. International Journal of Productivity and Performance Management. https://doi.org/10.1108/ijppm-07-2023-0383

Mrugalska, B., & Ahmed, J. (2021). Organizational Agility in Industry 4.0: A Systematic Literature Review. Sustainability. https://doi.org/10.3390/SU13158272

Nnaji, U. O., Benjamin, L. B., Louis, N., & Etukudoh, E. A. (2024). A review of strategic decision-making in marketing through big data and analytics. Magna Scientia Advanced Research and Reviews. https://doi.org/10.30574/msarr.2024.11.1.0077

Shah, D., & Murthi, B. P. S. (2021). Marketing in a data-driven digital world: Implications for the role and scope of marketing. Journal of Business Research, 125, 772–779. https://doi.org/10.1016/j.jbusres.2020.06.062

Sheth, J. (2021). New areas of research in marketing strategy, consumer behavior, and marketing analytics: the future is bright. Journal of Marketing Theory and Practice. https://doi.org/10.1080/10696679.2020.1860679

Shiddiqi, P., Fatimah, F., Eka, S., Wisudawati, K., Putri, E. W., & Sugiarto, A. (2026). Peran Strategis Marketing sebagai Penggerak Rantai Nilai dalam Meningkatkan Keunggulan Kompetitif Organisasi. OPTIMAL Jurnal Ekonomi Dan Manajemen. https://doi.org/10.55606/optimal.v6i1.8829

Stella, U., Nwabekee, Nwabekee, U. S., Yetunde, O., Abdul-Azeez, Agu, E. E., & Ijomah, T. (2024). Digital transformation in marketing strategies: The role of data analytics and CRM tools. International Journal of Frontline Research in Science and Technology. https://doi.org/10.56355/ijfrst.2024.3.2.0047

Suhairi, S., Nurhazizah, N., Syanda, S., & Nasution, R. A. (2024a). Transformasi Digital Riset Pemasaran Global dengan Integrasi Teknologi Terkini untuk Menyusun Strategi Responsif terhadap Perubahan Pasar Global. As-Syirkah: Islamic Economic & Financial Journal, 3(2). https://doi.org/10.56672/syirkah.v3i2.175

Suhairi, S., Nurhazizah, N., Syanda, S., & Nasution, R. A. (2024b). Transformasi Digital Riset Pemasaran Global dengan Integrasi Teknologi Terkini untuk Menyusun Strategi Responsif terhadap Perubahan Pasar Global. As-Syirkah: Islamic Economic & Financial Journal. https://doi.org/10.56672/syirkah.v3i2.175

Sun, C. (2024). Data Analysis of Customer Segmentation and Personalized Strategy in the Era of Big Data. Advances in Economics, Management and Political Sciences. https://doi.org/10.54254/2754-1169/92/20231411

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2025). Impact of graduate-level business analytics education on strategic marketing capability, thought leadership, and organizational transformation. Gulf Journal of Advance Business Research, 3(8), 1163–1185. https://doi.org/10.51594/gjabr.v3i8.154

Vesterinen, M., Mero, J., & Skippari, M. (2024). Big data analytics capability, marketing agility, and firm performance: a conceptual framework. Journal of Marketing Theory and Practice. https://doi.org/10.1080/10696679.2024.2322600

Yawised, K., Apasrawirote, D., Chatrangsan, M., & Muneesawang, P. (2022). Turning digital technology to immersive marketing strategy: a strategic perspective on flexibility, agility and adaptability for businesses. Journal of Entrepreneurship in Emerging Economies. https://doi.org/10.1108/jeee-06-2022-0169

Author Biographies

Alpizar, Universitas Riau Kepulauan

Author Origin : Indonesia

Lukmanul Hakim, Universitas Riau Kepulauan

Author Origin : Indonesia

Dahrul Aman Harahap, Universitas Riau Kepulauan

Author Origin : Indonesia

How to Cite

Alpizar, Lukmanul Hakim, & Dahrul Aman Harahap. (2026). FROM DATA TO DECISIONS: A MODERN MARKETING MANAGER’S GUIDE. International Journal of Social Science, Educational, Economics, Agriculture Research and Technology (IJSET), 5(5), 2264–2272. https://doi.org/10.5281/zenodo.20124321

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