Abstract
This paper proposes the application of Markowitz’s Modern Portfolio Theory to the selection of digital communication channels, in order to attain the finest trade-off between return on investment and risk. Previous application of financial portfolio theory in Marketing, as a means to optimize the portfolio, focused solely on the use of the model in decisions related to product, customer and customer segment, retail format and price promotion portfolios. The authors concluded that the Modern Portfolio Theory may be used as a decision support system in the selection of a company’s Digital Marketing channels or tactics, mutatis mutandis, so to find the share of the communication budget to be allocated to each type of digital channel or tactic.
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References
Saxton, J.: New Media: The Growth of the Internet, Digital Television and Mobile Telephony and Implications for Not-for-Profit Marketing. International Journal of Nonprofit and Voluntary Sector Marketing 6(4), 347–363 (2001)
Constantinides, E.: The Marketing-Mix Revisited: Towards the 21st Century Marketing. Journal of Marketing Management 22(3-4), 407–438 (2006)
Lindon, D., Lendrevie, J., Rodrigues, J.V., Lévi, J., Dionísio, P.: Mercator XXI: Teoria e Prática do Marketing. Dom Quixote, Alfragide (2009)
Wind, J., Mahajan, V.: Digital Marketing. Symphonya. Emerging Issues in Management 1, 43–54 (2002), http://dx.doi.org/10.4468/2002.1.04wind.mahajan
Agarwal, R., Gupta, A.K., Kraut, R.: The Interplay Between Digital and Social Networks. Information Systems Research 19(3), 243–252 (2008)
Ryan, D., Jones, C.: Understanding Digital Marketing: Marketing Strategies for Engaging the Digital Generation. Kogan Page Limited, London (2009)
Chaffey, D., Ellis-Chadwick, F., Johnston, K., Mayer, R.: Internet Marketing: Strategy, Implementation and Practice, 3rd edn. Prentice Hall, Harlow (2006)
Kotler, P., Keller, K.L.: Marketing Management, 14th edn. Prentice Hall, Upper Saddler River (2012)
Kotler, P., Armstrong, G.: Principles of Marketing, 14th edn. Prentice Hall, Upper Saddler River (2012)
Eley, B., Tilley, S.: Online Marketing Inside Out. SitePoint Pty. Ltd., Victoria (2009)
Lindon, D., Lendrevie, J., Rodrigues, J.V., Lévi, J., Dionísio, P.: Mercator XXI: Teoria e Prática do Marketing. Dom Quixote, Alfragide (2009)
Dionísio, P., Rodrigues, J.V., Faria, H., Canhoto, R., Nunes, R.C.: b-Mercator: Blended Marketing, 2nd edn. Dom Quixote, Alfragide (2011)
Ascensão, C.P.: Google Marketing. Edições Sílabo, Lisboa (2011)
Markowitz, H.M.: Portfolio Selection. The Journal of Finance 7(1), 77–91 (1952)
Elton, E.J., Gruber, M.J.: Modern Portfolio Theory, 1950 to Date. Journal of Banking & Finance 21(11-12), 1743–1759 (1997)
Zhang, D., Lu, J.: Batch-Mode Computational Advertising based on Modern Portfolio Theory. In: Azzopardi, L., Kazai, G., Robertson, S., Rüger, S., Shokouhi, M., Song, D., Yilmaz, E. (eds.) ICTIR 2009. LNCS, vol. 5766, pp. 380–383. Springer, Heidelberg (2009)
Wu, M., Kong, D.-W., Xu, J.-P., Huang, N.-J.: On Interval Portfolio Selection Problem. Fuzzy Optimization and Decision Making 12(3), 289–304 (2013)
Paydar, Z., Qureshi, M.E.: Irrigation Water Management in Uncertain Conditions - Application of Modern Portfolio Theory. Agricultural Water Management 115(2), 47–54 (2012)
Markowitz, H.M.: Portfolio Selection: Efficient Diversification of Investments. John Wiley & Sons, Inc., New York (1959)
Elton, E.J., Gruber, M.J., Brown, S.J., Goetzmann, W.N.: Modern Portfolio Theory and Investment Analysis, 9th edn. John Wiley & Sons, Inc., New Jersey (2014)
Sharpe, W.F.: Risk, Market Sensitivity, and Diversification. Financial Analysts Journal, 84–88 (1995)
Sharpe, W.F., Alexander, G.J., Bailey, J.W.: Investments, 6th edn. Prentice Hall, Upper Saddle River (1998)
Ryals, L.: Making Customers Pay: Measuring and Managing Customer Risk and Returns. Journal of Strategic Marketing 11(3), 165–175 (2003)
Ryals, L., Dias, S., Berger, M.: Optimising Marketing Spend: Return Maximisation and Risk Minimisation in the Marketing Portfolio. Journal of Marketing Management 23(9-10), 991–1011 (2007)
Cardozo, R.N., Smith, D.K.: Applying Financial Portfolio Theory to Product Decisions: An Empirical Study. Journal of Marketing 47(2), 110–119 (1983)
Franco-Laverde, J., Littlewood, A., Ellis, C., Schraner, I., Varua, M.-E.: FMCG Portfolio Budget Allocation to Price Promotions using Modern Portfolio Theory (MPT). International Review of Business Research Papers 8(5), 16–30 (2012)
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Frausto-da-Silva, T., Grilo, A., Cruz-Machado, V. (2015). Selection of Digital Marketing Channels: Application of Modern Portfolio Theory. In: Gen, M., Kim, K., Huang, X., Hiroshi, Y. (eds) Industrial Engineering, Management Science and Applications 2015. Lecture Notes in Electrical Engineering, vol 349. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47200-2_62
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DOI: https://doi.org/10.1007/978-3-662-47200-2_62
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