The Influence of AI-Driven Influencer Analytics and Campaign Strategy on Awareness of Community-based Educational Programs: Moderating role of Socioeconomic Status
DOI:
https://doi.org/10.47067/ramss.v8i4.572Keywords:
AI-based Influencer Analytics, Campaign Strategy, Awareness, Socioeconomic Status, Community EducationAbstract
This paper examines the effect of AI-based influencer analytics and campaign strategy on awareness of community-based educational programs among the population, where a moderator variable is socioeconomic status (SES). Analysis of a quantitative cross-sectional survey of 370 respondents reveals that both predictors have significant increases in awareness with campaign strategy (b = 0.44) having a more pronounced impact than AI-based analytics (b = 0.31). The combination of the predictor’s accounts for 45.2 percent of the variance (R2 = 0.452) in awareness. The moderation findings also indicate that both relations are reinforced by SES, with more digitally accessible and responsive people of higher-SES (b = 0.14 in influencer analytics, and b = 0.11 in campaign strategy). Altogether, the results highlight the significance of AI tools, strategic communication, and SES-inclusive digital outreach in enhancing the level of engagement with the community education programs.
References
Arora, A., Bansal, S., Kandpal, C., Aswani, R., & Dwivedi, Y. K. (2022). Measuring social media influencer index across digital platforms. Journal of Business Research, 142, 597–613.
Bakhshi, A. (2023). Digital campaign strategies and public engagement in South Asia. International Journal of Communication Studies, 17(4), 221–239.
Chatterjee, S., Rana, N. P., Tamilmani, K., & Sharma, A. (2020). The impact of AI-driven chatbot service quality on user engagement. Information Systems Frontiers, 22, 1125–1147.
Chen, X., & Lin, Z. (2024). AI-powered targeting and consumer engagement: A machine learning approach. Computers in Human Behavior, 152, 107125.
Chiang, H. S., & Yang, W. Y. (2018). The role of influencers in digital marketing: An empirical review. Telematics and Informatics, 35, 129–140.
Cui, L., & Wu, M. (2022). Machine learning–driven sentiment analytics in influencer marketing. Marketing Intelligence & Planning, 40(5), 625–642.
Dwivedi, Y. K., et al. (2021). Artificial intelligence in marketing: A state-of-the-art review. International Journal of Information Management, 59, 102225.
El Khatib, M., & Aljazzaf, Z. (2023). AI in social media campaigns: Predicting public awareness outcomes. Journal of Marketing Analytics, 11(2), 134–146.
Gui, X., Kou, Y., Pine, K., & Chen, Y. (2025). Using AI to support public health communication: Influencer selection and targeting. Computers in Human Behavior, 153, 107154.
Hamid, S., & Lodhi, S. (2023). Strategic digital communication and youth engagement in Pakistan. Asian Journal of Communication, 33(3), 265–283.
Huang, M. H., & Rust, R. T. (2021). A strategic framework for artificial intelligence in marketing. Journal of the Academy of Marketing Science, 49, 30–50.
Kapitan, S., & Silvera, D. (2016). From digital persuasion to influence: How online credibility shapes engagement. Journal of Interactive Advertising, 16(1), 1–13.
Khan, T. M., Ahmed, S., & Hussain, M. (2024). Digital inequality and access to online learning in Pakistan. Education and Information Technologies, 29, 115–132.
Kim, J., & Song, H. (2020). Influencer credibility and consumer trust in social media campaigns. Social Media + Society, 6(4), 1–12.
Kumar, V., Dixit, A., Javalgi, R., Dass, M., & Dixit, A. (2021). Digital transformation of influencer marketing using AI. Journal of Interactive Marketing, 54, 32–47.
Leung, L., & Lee, P. (2021). Digital literacy and SES differences in technology adoption. Telematics and Informatics, 62, 101626.
Li, H., & Yu, T. (2023). Predictive analytics in influencer engagement: A deep learning model. Decision Support Systems, 166, 113874.
Lim, X. J., Radzol, A. R. M., & Cheah, J. (2017). The impact of social media influencers on consumer intentions. International Journal of Marketing Studies, 9(6), 1–11.
Lybeck, J., Smith, A., & Wagner, K. (2024). Socioeconomic disparities in digital literacy. Telematics and Informatics, 82, 101988.
Mahapatra, S. (2022). Role of AI in enhancing social marketing campaigns. Technology in Society, 70, 101000.
Martínez, S., & Flores, P. (2024). AI-driven personalization in public awareness campaigns. Journal of Social Marketing, 14(1), 37–55.
Nyangeni, M., & Moyo, M. (2023). Influencer engagement and public awareness in digital education. Education and Information Technologies, 28, 5029–5048.
Park, H. J., & Lin, L. M. (2020). Digital influencers and persuasion outcomes: A meta-analysis. Journal of Interactive Advertising, 20(2), 75–90.
Petty, R. E., & Cacioppo, J. T. (1986). Communication and persuasion: Central and peripheral routes to attitude change. Springer.
Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.
Sadowski, S. (2022). AI ethics and fairness in digital marketing algorithms. Journal of Business Ethics, 180, 789–804.
Sánchez, D., & López, M. (2022). Campaign design factors influencing social awareness. Public Relations Review, 48(3), 102168.
Sharma, A., & Verma, S. (2020). Social media campaigns and awareness behavior: A structural model. Journal of Retailing and Consumer Services, 54, 102051.
Singh, J., & Purohit, M. (2021). Predictive analytics in influencer performance metrics. Expert Systems with Applications, 170, 114562.
Smink, A. R., et al. (2020). The effectiveness of influencers in digital persuasion. Journal of Advertising, 49(2), 149–163.
Sonnier, G., & Fox, B. (2023). Machine learning and consumer engagement in social campaigns. Journal of Marketing Analytics, 11(4), 345–361.
Tafesse, W., & Wood, B. P. (2021). Followers’ engagement with social media influencers. Marketing Letters, 32, 159–170.
Tran, G. A., & Strutton, D. (2021). Influencer marketing and persuasion mechanisms. Journal of Advertising Research, 61(1), 102–116.
Vrontis, D., et al. (2022). Artificial intelligence in social marketing: A systematic review. Technological Forecasting & Social Change, 185, 122083.
Wang, Y., & Lee, A. (2023). SES and digital engagement behavior in emerging economies. Information & Management, 60(6), 103839.





