<abstract xmlns="http://www.w3.org/1999/xhtml"><p>Finding the main influencers in brand indicators is a challenge for every marketing manager and researchers working in the branding investments area. How much to invest, which is the proper media channel mix or what is the influence of brand heritage are the questions of interest and which the paper responds to. Therefore, this paper is aiming to analyze the brand performance indicators in 2018 (awareness, trial and usage) for over 700 brands in Romania based on their investment on each media channel for 2014-2018 period and 2014 brand indicators. As for characterization of media investment 47 variables were retained, principal component analysis was used for reducing factors of influence. Thus, four main components were retrieved: media investment in absolute measures, main and second proportion in terms of media channel mix, and qualitative aspects of the brand. In conclusion, some multivariate regressions were built for identifying impact on each 2018 brand indicator using the four principal components and 2014 levels of the brand indicators.</p></abstract>

Finding the main influencers in brand indicators is a challenge for every marketing manager and researchers working in the branding investments area. How much to invest, which is the proper media channel mix or what is the influence of brand heritage are the questions of interest and which the paper responds to. Therefore, this paper is aiming to analyze the brand performance indicators in 2018 (awareness, trial and usage) for over 700 brands in Romania based on their investment on each media channel for 2014-2018 period and 2014 brand indicators. As for characterization of media investment 47 variables were retained, principal component analysis was used for reducing factors of influence. Thus, four main components were retrieved: media investment in absolute measures, main and second proportion in terms of media channel mix, and qualitative aspects of the brand. In conclusion, some multivariate regressions were built for identifying impact on each 2018 brand indicator using the four principal components and 2014 levels of the brand indicators.

Media channels impact in brand indicators in Romania

Proceedings of the International Conference on Applied Statistics

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

{"article-title":"Media channels impact in brand indicators in Romania"}

Finding the main influencers in brand indicators is a challenge for every marketing manager and researchers working in the branding investments area. How much...

Media channels impact in brand indicators in Romania

Data publikacji: 13 lut 2020

Zakres stron: 135 - 144

DOI: https://doi.org/10.2478/icas-2019-0012

Słowa kluczowe
Principal Component Analysis, Regression model, media channels investment, brand performance, Romania

© 2019 Cristina Burlacioiu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Media channels impact in brand indicators in Romania

Data publikacji: 13 lut 2020

Zakres stron: 135 - 144

DOI: https://doi.org/10.2478/icas-2019-0012

Słowa kluczowePrincipal Component Analysis, Regression model, media channels investment, brand performance, Romania

© 2019 Cristina Burlacioiu et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Słowa kluczowe
Principal Component Analysis, Regression model, media channels investment, brand performance, Romania