THE EFFECTS OF BRANDS' POSTS ON SOCIAL MEDIA: CONCEPTUAL FRAMEWORK AND APPLICATION METHOD
Abstract
Purpose- Many forms of brands’ posts such as cointaining web links, images, photos and videos can be used for marketing research. The aim of this study is to present an approach to gather and analyze social media data and shows how marketers can derive useful outcomes from these data.
Methodology- The impacts of media types (link, text, video, photo), length, time (day-of-week and time-of-day) of brands' posts on customers’ engagement are investigated. For this purpose, we propose a conceptual framework and mathematical model.
Findings- According to the conceptual framework and mathematical model given in this research, it is recommended to determine the effects of the content of the brands’ posts on social media users.
Conclusion- Brands may determine the most effective content
of the social media posts by applying the proposed mathematical model in this
study.
Keywords
References
- Akçay, M. A. (2013). Dünya değerler anket verilerinin veri madenciliği yöntemiyle incelenmesi. Yüksek Lisans Tezi, İstanbul Aydın Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Ana Bilim Dalı, İstanbul, Türkiye, 23-25.
- Alpaydın, E. (2000). Zeki veri madenciliği: ham veriden altin bilgiye ulaşma Yöntemleri. Bilişim 2000 Eğitim Semineri, Boğaziçi Üniversitesi, İstanbul.
- Bagozzi, R. P., Dholakia, U. M. (2006). Antecedents and purchase consequences of customer participation in small group brand communities. International Journal of research in Marketing, 23(1), 45-61.
- Barnaghi, P., Ghaffari, P., Breslin, J. G. (2016). Opinion mining and sentiment polarity on twitter and correlation between events and sentiment. In Big Data Computing Service and Applications (BigDataService), 2016 IEEE Second International Conference on (pp. 52-57). IEEE.
- Berger, J., Sorensen, A. T., Rasmussen, S. J. (2010). Positive effects of negative publicity: when negative reviews increase sales. Marketing Science, 29(5), 815-827.
- Bayo-Moriones, A., Lera-López, F. (2007). A firm-level analysis of determinants of ICT adoption in Spain. Technovation, 27(6-7), 352-366.
- Berthon, P. R., Pitt, L. F., Plangger, K., Shapiro, D. (2012). Marketing meets Web 2.0, social media, and creative consumers: implications for international marketing strategy. Business horizons, 55(3), 261-271.
- Blossom, J. (2009). Content nation-surviving and thriving as social media changes our work, our lives and our future. India: Wiley Publishing Inc, 1. Baskı.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Publication Date
September 30, 2018
Submission Date
July 11, 2018
Acceptance Date
September 27, 2018
Published in Issue
Year 2018 Volume: 5 Number: 3