EVALUATING ROI IN DIGITAL MARKETING CAMPAIGNS: METRICS, MEASUREMENT, AND INSIGHTS
Keywords:
Digital Marketing, Return On Investment (ROI), Customer Acquisition Cost (CAC), Return On Advertising Spend (ROAS), Customer Lifetime Value (CLV), Marketing Automation, CRM SystemsAbstract
In the rapidly evolving landscape of digital marketing, understanding Return on Investment (ROI) is paramount. This paper navigates the complexities of digital marketing ROI, delving into its historical evolution, the significance of key metrics, and the role of advanced measurement tools. We explore key metrics such as conversion rates, Customer Acquisition Cost (CAC), Return on Advertising Spend (ROAS), Customer Lifetime Value (CLV), and social media engagement metrics as pivotal indicators in assessing campaign effectiveness. Analyzing the integration of analytics platforms, marketing automation, and CRM systems sheds light on their vital role in enhancing measurement accuracy. Real-world case studies provide tangible insights, emphasizing adaptability and learning from both successes and failures. Recommendations for navigating emerging trends, improving accuracy, and future research directions offer practical guidance. This exploration underscores the importance of a nuanced understanding, innovative practices, and ethical considerations in maximizing digital marketing ROI.
References
Madduri Narsimlu and Maringanti Seshu Kumar. "Futuristic Research on Digital Marketing Data to Identify Leads using Predictive Analytics." International Journal of Management (IJM), vol. 12, no. 6, 2021, pp. 337-345. doi: 10.34218/IJM.12.6.2021.030
Umair, Agha Waleed Pathan, Aneela Jabeen, Akram Ali, Satram Das Meghani, and Fasih Ahmed Shaikh. "How Digital Marketing Influences Purchase Intention? A Case of Fast-Food Industry." International Journal of Management (IJM), vol. 12, no. 3, 2021, pp. 1238-1247. doi: 10.34218/IJM.12.3.2021.117
G Arut Geevitha and T M Hemalatha. "A Study on Consumer Attitude towards Digital Marketing in MYNTRA Online Shopping." Journal of Management, vol. 6, no. 1, 2019, pp. 202–206. doi: 10.34218/JOM.6.1.2019.022
Shilpa Pathak Thakur. "Study of The Impact of Digital Marketing in India." International Journal of Management (IJM), vol. 11, no. 6, 2020, pp. 2500-2507. doi: https://doi.org/10.17605/OSF.IO/GDWTR
Nornajihah Nadia Hasbullah, Ag Kaifah Riyard Kiflee, Saiful Anwar, K K Ramachandran & Zuraidah Sulaiman. "Advertising Value of Social Media Advertisement on Sustainable Brand Purchase Intention: The Moderating Role of User-Generated Video Among Gen Z In Malaysia." International Journal of Electronic Commerce Studies, vol. 14, no. 4, Oct 2023, pp. 49-68. DOI: 10.1109/ICACITE57410.2023.10182754.
A. Shameem, K. K. Ramachandran, A. Sharma, R. Singh, F. J. Selvaraj and G. Manoharan. "The Rising Importance of AI in Boosting the Efficiency of Online Advertising in Developing Countries." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 1762-1766. doi: 10.1109/ICACITE57410.2023.10182754.
K. K. Ramachandran, K. K. Lakshmi, J. Singh, A. Prusty, J. Panduro-Ramirez and M. Lourens. "The Impact of the Metaverse on Organizational Culture and Communication." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 1009-1014. doi: 10.1109/ICACITE57410.2023.10182655.
A. Mittal, K. K. Ramachandran, K. K. Lakshmi, N. N. Hasbullah, M. Ravichand and M. Lourens. "Human-cantered Artificial intelligence in Education, Present and future opportunities." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 1003-1008. doi: 10.1109/ICACITE57410.2023.10182647.
R. Raman, K. Joshi, G. Saravana Kumar, K. K. Ramachandran, S. Bothe and S. Trivedi. "Benefits of Implementing an Ad-Hoc Network for Hospitality Businesses with IoT Smart Devices." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 2042-2046. doi: 10.1109/ICACITE57410.2023.10182776.
K. K. Ramachandran, K. K. K, A. Semwal, S. P. Singh, A. A. Al-Hilali and M. B. Alazzam. "AI-Powered Decision Making in Management: A Review and Future Directions." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 82-86. doi: 10.1109/ICACITE57410.2023.10182386.
K. K. Ramachandran, F. L. R. Lamba, R. Rawat, A. Gehlot, A. M. Raju and R. Ponnusamy. "An Investigation of Block Chains for Attaining Sustainable Society." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, Publisher: IEEE, 24 July 2023, pp. 1069-1076. doi: 10.1109/ICACITE57410.2023.10182462.
k
G. Saravana Kumar, K. K. Ramachandran, S. Sharma, R. Ramesh, K. Qureshi, and K. Ganesh. "AI-Assisted Resource Allocation for Improved Business Efficiency and Profitability." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 54-58. doi: 10.1109/ICACITE57410.2023.10182679.
K. K. Ramachandran, K. K. K, K. Singh, R. R, C. Ganesh, and S. Kumar. "Machine Learning Approaches for Statistical Analysis of Customer Satisfaction in Service Management." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 903-907. doi: 10.1109/ICACITE57410.2023.10183047.
K. K. Ramachandran, K. K. K, A. Semwal, M. Shravan, K. Srinivas, and M. Lourens. "AI-Supported Decision Making System." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 784-788. doi: 10.1109/ICACITE57410.2023.10183189.
B. Nagarjuna, K. K. Ramachandran, A. Nautiyal, S. P. Singh, B. B. Nayak, and P. Ganguly. "Sustainability in the field of Supply Chain Using Technology: A deep review." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 843-847. doi: 10.1109/ICACITE57410.2023.10183000.
K. K. Ramachandran, K. K. K, L. P. Vinjamuri, R. R, M. Al-Taee, and M. B. Alazzam. "Using AI for Risk Management and Improved Business Resilience." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 978-982. doi: 10.1109/ICACITE57410.2023.10182662.
K. K. Ramachandran, K. K K, R. Deorari, S. D, A. Hussein, and M. B. Alazzam. "Multivariate Statistical Analysis in Marketing Management." 2023 3rd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Greater Noida, India, IEEE Publisher, 24 July 2023, pp. 240-244. doi: 10.1109/ICACITE57410.2023.10182938.
K. K. Ramachandran, M. A. Suresh Kumar, Rajesh Singh, Amit Barve, Biju G. Pillai & José Luis Arias Gonzáles. "Internet of Things (IoT) Exploratory Analysis in Strategic Management." 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom), IEEE, Electronic ISBN: 978-93-80544-47-2, Print on Demand (PoD) ISBN: 978-1-6654-7703-1, 04 May 2023, pp: 1161-1166.
K. A. Jayabalaji, Dr. K. K. Ramachandran, Dr. Chanchal Sachdeva Suri, Anupama Chadha, Babasaheb Dnyandeo Patil, Dr. Venkata Harshavardhan Reddy Dornadula. "Critical Analysis of applicability of Artificial Intelligence in the field of Management." BioGecko Research Journal, Vol 12, Issue 02, 2023. ISSN NO: 2230-5807, pp: 1883-1890.
Dr. K. K. Ramachandran, Jagadish R. M, Dr. R. Pradeep Kumar Patnaik, Dr. Shaziya Islam, Dr. Huma Khan, Dillip Narayan Sahu. "Utilizing IOT for Predictive Customer Service." BioGecko Research Journal, Vol 12, Issue 02, 2023. ISSN NO: 2230-5807, pp: 1922-1929.
K. K. Ramachandran, S. S. Phatak, S. V. Akram, V. Patidar, A. M. Raju and R. Ponnusamy. "Integration of Machine Learning Algorithms for E-Learning System Course Recommendation Based on Data Science." 2023 International Conference on Artificial Intelligence and Smart Communication (AISC), Greater Noida, India, IEEE Publisher, 03 April 2023, pp. 634-638. doi: 10.1109/AISC56616.2023.10085048.
K. K. Ramachandran, M. Ravichand, K. Joshi, V. Vekariya, D. Saini and R. Ponnusamy. "Investigation of the Educational Performance on the Revolutionary Philosophical Electoral Online Learning Platform Centred on Deep Learning." 2023 International Conference on Artificial Intelligence and Smart Communication (AISC), Greater Noida, India, IEEE Publisher, 03 April 2023, pp. 639-642. doi: 10.1109/AISC56616.2023.10085556.
K. K. Ramachandran, B. Nagarjuna, S. V. Akram, J. Bhalani, A. M. Raju and R. Ponnusamy. "Innovative Cyber Security Solutions Built on Blockchain Technology for Industrial 5.0 Applications." 2023 International Conference on Artificial Intelligence and Smart Communication (AISC), Greater Noida, India, IEEE Publisher, 03 April 2023, pp. 643-650. doi: 10.1109/AISC56616.2023.10085577.
Dr. K K Ramachandran. "Predicting supermarket sales with big Data analytics: a comparative study of Machine learning techniques." International Journal of Data Analytics (IJDA), Volume 1, Issue 1, Jan-Dec 2023, pp. 1-11. DOI: https://doi.org/10.17605/OSF.IO/UTNMW.
K. K. Ramachandran, A. Perez-Mendoza, K. Joshi, S. M. Parikh, D. Saini and J. L. A. Gonzáles. "Deep Learning-based Topic-level Examination of Social Media." 2022 5th International Conference on Contemporary Computing and Informatics (IC3I), Uttar Pradesh, India, IEEE 22 March 2023, E-ISBN: 979-8-3503-9826-7, P-ISBN: 979-8-3503-9827-4, pp. 1684-1687. doi: 10.1109/IC3I56241.2022.10073324.
R. R. Chandan, M. Lourens, K. K. Ramachandran, S. V. Akram, R. Bansal and D. Kapila. "Implementation and Execution of Blockchain Technology in the Field of Education." 2022 5th International Conference on Contemporary Computing and Informatics (IC3I), Uttar Pradesh, India, IEEE 22 March 2023, E-ISBN: 979-8-3503-9826-7, P-ISBN: 979-8-3503-9827-4, pp. 1480-1485. doi: 10.1109/IC3I56241.2022.10072593.
Nornajihah Nadia Hasbullah, Zurina Patrick, Hainnuraqma Rahim, K. K. Ramachandran. "Understanding the Effect of Advertising Values on Sustainable Product Purchase Intention: Extended Ducoffe Advertising Value Model." International Journal of Academic Research in Business and Social Sciences, Vol. 13, No. 2, Pg. 622 – 633, ISSN: 2222-6990, 12th Feb, 2023. DOI: http://dx.doi.org/10.6007/IJARBSS/v13-i2/16308.
Dr. Jnaneshwar Pai Maroor, Franklin John Selvaraj, Dr. K. K. Ramachandran, Dr. Ch. Sudipta Kishore Nanda, Dr. Giridhari Mohanta & Dr. Ajay Kumar Garg. "Studying the challenges faced by financial institutions in Emerging Markets." Manager - The British Journal of Administrative Management, ISSN - 1746 1278, Volume 58, Special Issue, 06 Sep 2022, pp: 97 – 104.
Dr. K. K. Ramachandran, Dr. S. Shyni Carmel Mary, Dr. Arun Kant Painoli, Harish Satyala, Barinderjit Singh & Geetha Manoharan. "Assessing the full impact of technological advances on Business Management Techniques." Manager - The British Journal of Administrative Management, ISSN - 1746 1278, Volume 58, Special Issue, 06 Sep 2022, pp: 105-112.
Dr. K. K. Ramachandran, T. Ch. Anil Kumar, Dr. Gunjan A Rana, Dr. Jyotsana Thakur, Dr. Sachin Chauhan & Dr. Kiran Kumar Agrawal. "The role Of Business and artificial intelligence in Direct Marketing." Manager - The British Journal of Administrative Management, ISSN - 1746 1278, Volume 58, Special Issue, 06 Sep 2022, pp: 113 – 122.
Dr. Varun Sharma, Dr. Rahul Pandey, Dr. K. K. Ramachandran, Dr. Sailaja Petikam, Dr. Ninad Murlidhar Gawande & Jogen Sharma. "E-Learning-Education in the Area Of Finance And Business – Best Practices." Manager - The British Journal of Administrative Management, ISSN - 1746 1278, Volume 58, Special Issue, 06 Sep 2022, pp: 149-158.
S.K.UmaMaheswaran, Dipesh Uike, K K Ramachandran, Tharangini A, T.Suba, and Devvret Verma. "The Critical Understanding on the Emerging Threats and Defensive Aspects in Cryptocurrencies using Machine Learning Techniques." 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), ISBN 978-1-6654-3789-9, IEEE, 2022.
Ankur Jain, K K Ramachandran, Shikha Sharma, Trishu Sharma, Prakash Pareek, and Bhasker Pant. "Detailed Investigation of Influence of Machine learning (ML) and Big Data on Digital Transformation in Marketing." 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), ISBN 978-1-6654-3789-9, IEEE, 2022.
Naveen Chakravarthy Sattaru, Dhananjay Umrao, K K Ramachandran, K K Karthick, Mohit Tiwari, and M V Suresh Kumar. "Machine Learning as a Predictive Technology And Its Impact on Digital Pricing and Cryptocurrency Markets." 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), ISBN 978-1-6654-3789-9, IEEE, 2022.
R. Shiney Jennifer Elizabeth, Dr. K. K. Ramachandran. "Job Demand and its impact on turnover intentions during Covid 19 crisis." The Seybold Report, Vol 17, No. 7, pp: 171-179, 07th July 2022, ISSN 1533-9211. DOI 10.5281/zenodo.6845164.
Dr K K Ramachandran, Shankar Ganesh G, Kavitha Thangasami & Tharangini A. "A BIBLIOMETRIC ANALYSIS OF CUSTOMER ADVOCACY." Journal of Management & Entrepreneurship, Vol. 16, No.1 (III), January-March 2022, pp: 176 – 178, ISSN : 2229-5348.
Prabhakara Rao Kapula, N K Sakthivel, K K Ramachandran, Gopal Ramchandra Kulkarni & Nabamita Deb. "Influence of Advanced Blockchain technology on digital health interventions." Bulletin of Environment, Pharmacology and Life Sciences, Special Issue [1], April 2022, pp :273-282, Online ISSN 2277-1808.
Dr. K.K. Ramachandran. "Effectiveness of Customer Relationship Management (CRM) on Customer Satisfaction and Loyalty in the Banking Competitive." Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban) / Journal of Tianjin University Science and Technology, ISSN: 0493-2137, Vol: 55, Issue: 04, April 2022, DOI /10.17605/OSF.IO/MGHU6.
Khankhoje, Rohit. (2023). AI -Based Test Automation for Intelligent Chatbot Systems. International Journal of Science and Research (IJSR). Vol. 12, Iss. 12, pp. 1302-1309. DOI: 10.21275/SR231216065308.
Khankhoje, Rohit. (2023). Effortless Test Maintenance: A Critical Review of Self-Healing Frameworks. International Journal for Research in Applied Science and Engineering Technology. Vol. 11. Iss. X, 2321-9653. DOI: 10.22214/ijraset.2023.56048.
Dr. K.K. Ramachandran. "Effectiveness of Customer Relationship Management (CRM) on Customer Satisfaction and Loyalty in the Banking Competitive." Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban) / Journal of Tianjin University Science and Technology, ISSN: 0493-2137, Vol: 55, Issue: 04, April 2022, DOI /10.17605/OSF.IO/MGHU6. Link
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