Analyzing the impact of social media platforms and audience demographics on advertising campaign performance
DOI:
https://doi.org/10.20525/ijrbs.v14i4.4231Keywords:
Social Media Platforms, Audience Demographics, Advertising CompaignsAbstract
This study investigates the strategic effectiveness of social media advertising by analyzing the relationship between platform selection, audience demographics, and campaign performance metrics. Using a dataset encompassing Instagram, Facebook, Pinterest, and Twitter, the research evaluates key indicators such as engagement, conversion rates, and return on investment (ROI). By employing statistical methods like ANOVA and regression analysis in SPSS, the study aims to identify optimal platform-audience combinations and assess how different campaign goals influence outcomes. The findings will provide valuable insights for advertisers and businesses seeking to enhance their social media strategies and maximize advertising effectiveness.
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Abdul Rahman, W. N., & Sulaiman, D. (2022). Consumer engagement with visual content on Instagram: Impact of different features of posts by prominent brands. International Journal of E-Services and Mobile Applications (IJESMA), 14(1). DOI: https://doi.org/10.4018/IJESMA.295960
Almutawaa, D. S. (2023). The impact of social media marketing on brand community membership: A higher education perspective of university students’ experiences in Kuwait. Proceedings. DOI: https://doi.org/10.3390/proceedings2023085007
Belanche, D., Vélazquez, L. S., & Sánchez, M. (2021). Understanding influencer marketing: The role of congruence between influencers, products and consumers. Journal of Business Research. DOI: https://doi.org/10.1016/j.jbusres.2021.03.067
da Silva Wegner, R. (2023). Performance analysis of social media platforms: Evidence of digital marketing. Journal of Marketing Analytics. DOI: https://doi.org/10.1057/s41270-023-00211-z
Duffett, R. G., & Partington, C. (2015). Facebook advertising’s influence on intention-to-purchase and purchase amongst millennials. Emerald Insight. DOI: https://doi.org/10.1108/IntR-01-2014-0020
Field, A. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). SAGE Publications.
Linder, J. (2025). Digital marketing industry statistics. Gitnux.
Maria, S. P. (2019). The effect of social media marketing, word of mouth, and effectiveness of advertising on brand awareness and intention to buy. Jurnal Manajemen Indonesia, 19(2), 107–122. DOI: https://doi.org/10.25124/jmi.v19i2.2234
Maslow, A. H. (1943). A theory of human motivation. Psychological Review, 50(4), 370–396. DOI: https://doi.org/10.1037/h0054346
Stevens, J. P. (2009). Applied multivariate statistics for the social sciences (5th ed.). Routledge/Taylor & Francis Group.
Tabachnick, B. G., & Fidell, L. S. (2019). Using multivariate statistics (7th ed.). Pearson.
Verma, J. (2012). One-way ANOVA: Comparing means of more than two samples. In Data analysis in management with SPSS software (pp. 1–20). Springer India. DOI: https://doi.org/10.1007/978-81-322-0786-3_7
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