THEORETICAL EXPLORATION OF DATA-DRIVEN DECISION-MAKING IN DIGITAL MARKETING
- Authors
-
-
Arizal Hamizar
IAIN Ambon -
Afdhal Yaman
IAIN Ambon -
Mohammad H Holle
IAIN Ambon
-
- Keywords:
- Digital Marketing, Consumer Behavior, Technology
- Abstract
-
In the rapidly evolving landscape of digital marketing, the utilization of data-driven decision-making strategies has become imperative for organizations to stay competitive. This study employs a theoretical exploration methodology to investigate the intricate dynamics of data-driven decision-making in digital marketing. Through a systematic review and analysis of existing theories, concepts, and frameworks, the research aims to construct a comprehensive understanding of the theoretical underpinnings guiding decision-making processes in the digital marketing domain. Key theoretical constructs and models relevant to data analysis techniques, consumer behavior, market trends, and marketing strategy formulation are critically evaluated to elucidate the conceptual foundations of data-driven decision-making. By synthesizing insights from multiple disciplines, including marketing, information technology, and decision sciences, the study develops an integrative theoretical framework that provides a nuanced understanding of the complexities inherent in contemporary digital marketing practices. The findings contribute to the advancement of theoretical knowledge in the field and offer valuable insights for both academia and industry practitioners seeking to leverage data-driven approaches in their marketing strategies.
- References
-
Anshari, Muhammad, Mohammad Nabil Almunawar, Syamimi Ariff Lim, and Abdullah Al-Mudimigh. "Customer relationship management and big data enabled: Personalization & customization of services." Applied Computing and Informatics 15, no. 2: 94-101, 2019.
Belhadi, Amine, Karim Zkik, Anass Cherrafi, and M. Yusof Sha'ri. "Understanding big data analytics for manufacturing processes: insights from literature review and multiple case studies." Computers & Industrial Engineering 137: 106099, 2019.
Boone, Tonya, Ram Ganeshan, Aditya Jain, and Nada R. Sanders. "Forecasting sales in the supply chain: Consumer analytics in the big data era." International Journal of Forecasting 35, no. 1: 170-180, 2019.
Gnizy, Itzhak. "Applying big data to guide firms’ future industrial marketing strategies." Journal of Business & Industrial Marketing 35, no. 7: 1221-1235, 2020.
Kent, Raymond. Data construction and data analysis for survey research. Bloomsbury Publishing, 2020.
Kitsios, Fotis, Maria Kamariotou, Panagiotis Karanikolas, and Evangelos Grigoroudis. "Digital marketing platforms and customer satisfaction: Identifying eWOM using big data and text mining." Applied Sciences 11, no. 17: 8032, 2021.
Lies, J, Marketing intelligence and big data: Digital marketing techniques on their way to becoming social engineering techniques in marketing, 2019.
Mariani, Marcello M., and Samuel Fosso Wamba. "Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies." Journal of Business Research 121: 338-352, 2020.
Palmatier, R. W., & Sridhar, S, Marketing strategy: Based on first principles and data analytics. Bloomsbury Publishing, 2020.
Singh, Shailendra, and Abdulsalam Yassine. "Big data mining of energy time series for behavioral analytics and energy consumption forecasting." Energies 11, no. 2: 452, 2018.
Sundararaj, Vinu, and M. R. Rejeesh. "A detailed behavioral analysis on consumer and customer changing behavior with respect to social networking sites." Journal of Retailing and Consumer Services 58: 102190, 2021.
Urbinati, Andrea, Marcel Bogers, Vittorio Chiesa, and Federico Frattini. "Creating and capturing value from Big Data: A multiple-case study analysis of provider companies." Technovation 84: 21-36, 2019.
Verma, Sanjeev, Rohit Sharma, Subhamay Deb, and Debojit Maitra. "Artificial intelligence in marketing: Systematic review and future research direction." International Journal of Information Management Data Insights 1, no. 1: 100002, 2021.
Wang, William Yu Chung, and Yichuan Wang. "Analytics in the era of big data: The digital transformations and value creation in industrial marketing." Industrial Marketing Management 86: 12-15, 2020.
Zaki, Mohamed. "Digital transformation: harnessing digital technologies for the next generation of services." Journal of Services Marketing 33, no. 4: 429-435, 2019.
- Downloads
- Published
- 2024-03-05
- Issue
- Vol. 1 No. 3 (2024): International Journal of Economic Integration and Regional Competitiveness
- License
-

This work is licensed under a Creative Commons Attribution 4.0 International License.
How to Cite
Similar Articles
- Karshieva Nilufar Tovboy kizi, CYBERSECURITY IN UZBEKISTAN: PROTECTING THE DIGITAL ECONOMY , International Journal of Economic Integration and Regional Competitiveness: Vol. 1 No. 6 (2024): International Journal of Economic Integration and Regional Competitiveness
- Rizka Tri Cahyaning Ati, Diah Krisnaningsih, ANALYSIS OF USER ACCEPTANCE OF THE MULTIPURPOSE FINANCING ANALYSIS APPLICATION AT BANK SYARIAH X WITH THE UTAUT MODEL , International Journal of Economic Integration and Regional Competitiveness: Vol. 2 No. 4 (2025): International Journal of Economic Integration and Regional Competitiveness
- Tashmatov Salohiddin Zayniddinovich, ANALYSYS OF DIGITAL ECONOMY DEVELOPMENT IN UZBEKISTAN REPUBLIC , International Journal of Economic Integration and Regional Competitiveness: Vol. 1 No. 7 (2024): International Journal of Economic Integration and Regional Competitiveness
- Yopi Agusta Fanaturiza, Lailatul Yuliana, Imelda Dian Rahmawati, Hidayatulloh, OVERCOMING DISPARITIES IN SCHOOL FINANCIAL MANAGEMENT: THE ROLE OF TECHNOLOGY FOR SCHOOL BURSARS BASIC , International Journal of Economic Integration and Regional Competitiveness: Vol. 1 No. 6 (2024): International Journal of Economic Integration and Regional Competitiveness
- Khayitboy Mosinov, THE FUTURE OF THE LABOR MARKET IN THE CONTEXT OF AUTOMATION , International Journal of Economic Integration and Regional Competitiveness: Vol. 2 No. 6 (2025): International Journal of Economic Integration and Regional Competitiveness
- Bagas Adi Prayoga, Wiwit Hariyanto, THE UTILIZATION OF BEHAVIORAL FINANCE MODELS IN ANALYZING INVESTMENT DECISIONS , International Journal of Economic Integration and Regional Competitiveness: Vol. 2 No. 7 (2025): International Journal of Economic Integration and Regional Competitiveness
- Sofy Aprillia Lihawa, Sri Budi Purwaningsih, IDENTIFY CASES WITH THE TOPIC OF ONLINE LOANS IN THE PERIOD 2020-2024 IN INDONESIA , International Journal of Economic Integration and Regional Competitiveness: Vol. 2 No. 3 (2025): International Journal of Economic Integration and Regional Competitiveness
- Abdumalik Erkinovich Soliyev, Samariddin Makhmudov, PROMOTING DECENT WORK IN THE LOGISTICS SECTOR: ADDRESSING SDG 8 IN UZBEKISTAN , International Journal of Economic Integration and Regional Competitiveness: Vol. 1 No. 6 (2024): International Journal of Economic Integration and Regional Competitiveness
- Suyunov Asror Bakhtiyorovich, ANALYSIS OF SERVICES IN UZBEKISTAN REPUBLIC , International Journal of Economic Integration and Regional Competitiveness: Vol. 1 No. 7 (2024): International Journal of Economic Integration and Regional Competitiveness
- Alfia Andriyani, Hadiah Fitriyah, THE ROLE OF MANAGERIAL OWNERSHIP IN MODERATING THE EFFECT OF CORPORATE SOCIAL RESPONSIBILITY DISCLOSURE AND PROFITABILITY ON COMPANY VALUE (STUDY OF CONSUMER GOODS INDUSTRY COMPANIES FOR THE 2019-2022 PERIOD) , International Journal of Economic Integration and Regional Competitiveness: Vol. 2 No. 10 (2025): International Journal of Economic Integration and Regional Competitiveness
You may also start an advanced similarity search for this article.












