Optimization of the annual planning of targeted offers in direct marketing

This paper develops an optimization model that captures the annual planning of product-targeting campaigns occurring in financial institutions. The formulation described in this paper extends current product-targeting optimization models found in the literature on two main aspects, namely the possibility of promoting bundled products and the use of multi-channel structures. The complexity of the problem is studied and extensive computational experiments are performed on representative data sets. The effect of client segmentation is empirically examined and some strategic applications of the model are presented. Our work is based on a practical case, but all features identifying the company have been removed.

[1]  Merja Mankila,et al.  Price Bundling Theory Applied to Retail Banking , 1999 .

[2]  M. Wedel,et al.  Market Segmentation: Conceptual and Methodological Foundations , 1997 .

[3]  Frits C. R. Spieksma,et al.  Optimization models for targeted offers in direct marketing: Exact and heuristic algorithms , 2011, Eur. J. Oper. Res..

[4]  Christine T. Ennew,et al.  Consumer Attitudes to Independent Financial Advice , 1992 .

[5]  J. Johansson Advertising and the S-Curve: A New Approach , 1979 .

[6]  Suresh K. Nair,et al.  A model and solution method for multi-period sales promotion design , 2003, Eur. J. Oper. Res..

[7]  A. C. Pigou Economics of welfare , 1920 .

[8]  Vijay Mahajan,et al.  Optimal Bundling of Technological Products with Network Externality , 2010, Manag. Sci..

[9]  T Bhaskar,et al.  A fuzzy mathematical programming approach for cross-sell optimization in retail banking , 2007, J. Oper. Res. Soc..

[10]  Andrew Storey,et al.  Exploiting response models: optimizing cross-sell and up-sell opportunities in banking , 2002, KDD.

[11]  H. Vroman The Loyalty Effect: The Hidden Force Behind Growth, Profits, and Lasting Value , 1996 .

[12]  Deeparnab Chakrabarty,et al.  Knapsack Problems , 2008 .

[13]  Janet L. Yellen,et al.  Commodity Bundling and the Burden of Monopoly , 1976 .

[14]  Johan Walden,et al.  Optimal Bundling Strategies Under Heavy-Tailed Valuations , 2010, Manag. Sci..

[15]  Filipe Coelho,et al.  Multiple channel structures in financial services: A framework , 2003 .

[16]  R. Garland Segmenting retail banking customers , 2005 .

[17]  Yannis Bakos,et al.  Bundling Information Goods: Pricing, Profits and Efficiency , 1998 .

[18]  E. Warhit The economics of tie-in sales , 1980 .

[19]  Marcelo Eduardo,et al.  An Economic Decision-Making Framework for Price Bundling of Retail Banking Services , 2003 .

[20]  J. Sheth,et al.  Relationship marketing in consumer markets: Antecedents and consequences , 1995 .

[21]  Mihai Banciu,et al.  Bundling Strategies When Products Are Vertically Differentiated and Capacities Are Limited , 2010, Manag. Sci..

[22]  Ward Hanson,et al.  Optimal bundle pricing , 1990 .

[23]  Nanda Piersma,et al.  Determining the optimal direct mailing frequency , 2004, Eur. J. Oper. Res..

[24]  Suchan Chae,et al.  Bundling Subscription TV Channels , 1992 .

[25]  W. Kamakura,et al.  Optimal Bundling and Pricing Under a Monopoly: Contrasting Complements and Substitutes from Independently Valued Products , 2003 .

[26]  Ron Garland,et al.  Estimating customer defection in personal retail banking , 2002 .

[27]  Chris Storey,et al.  The value of multi-channel distribution systems in the financial services sector , 1996 .

[28]  Gary L. Frazier Organizing and managing channels of distribution , 1999 .