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|Title:||Efficiency, effectiveness and productivity of marketing in services|
|Keywords:||Data envelopment analysis|
|Citation:||Keh, H.T., Chu, S., Xu, J. (2005). Efficiency, effectiveness and productivity of marketing in services. European Journal of Operational Research 170 (1) : 265-276. ScholarBank@NUS Repository. https://doi.org/10.1016/j.ejor.2004.04.050|
|Abstract:||How can a service firm right-size marketing expenses and yet strive to maximize revenue? This paper represents the first attempt to model these efficiency and effectiveness issues using a 49-unit Asia-Pacific hotel chain as illustration. We employ a triangular DEA model with total expenses (controlling for number of rooms) as the raw input, marketing expenses as intermediate output/input and revenues from room rentals and F&B as final outputs. We infer that efficiency tails off when more than 12% of the budget is expended on marketing activities. In terms of effectiveness, we find that all the units rated as relatively inefficient can accrue increasing returns to scale in revenues from marketing activities. By contrast, in the productivity stage linking the raw inputs to the revenues, we observe mostly decreasing returns to scale. Our results highlight the crucial role of marketing in service organizations. © 2004 Elsevier B.V. All rights reserved.|
|Source Title:||European Journal of Operational Research|
|Appears in Collections:||Staff Publications|
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