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Optimising relationship marketing programmes: a holistic approach

机译:优化关系营销计划:整体方法

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Optimising relationship marketing programmes in terms of the mix of marketing activities represents a daunting task; however, it is crucial for the formation of successful marketing strategy. An analysis of research into optimisation of marketing programmes reveals models largely focus on the optimisation task, but fail to present a holistic view. Whilst adopting a systematic approach, this paper develops a model for judging the appropriateness of a relationship marketing programme from the optimisation standpoint. As such, relationship marketing programme optimisation is treated as a complex problem consisting of three partial problems related on a parametric basis. These are forming an optimal relationship marketing programme, measuring return on relationship marketing activities and calculating costs of such activities. The methods applied integer programming, multiple regression analysis, factor analysis and heuristic algorithms. The model was tested by using large-scale data on 40,000 SMEs provided by a bank. The results showed a dramatic increase in efficiency when optimising marketing decisions by applying the suggested model. This paper is among the first to present such a holistic approach and to offer an original framework.
机译:根据营销活动的组合来优化关系营销计划是一项艰巨的任务。但是,这对于形成成功的营销策略至关重要。对营销计划优化的研究分析表明,模型主要集中在优化任务上,但未能提供整体观点。在采用系统方法的同时,本文从优化的角度开发了一种模型,用于判断关系营销计划的适当性。这样,关系营销计划优化被视为一个复杂的问题,包括一个基于参数的三个局部问题。这些正在形成最佳的关系营销计划,测量关系营销活动的回报并计算此类活动的成本。这些方法应用了整数规划,多元回归分析,因子分析和启发式算法。该模型通过使用银行提供的40,000家中小型企业的大规模数据进行了测试。结果表明,通过应用建议的模型来优化营销决策时,效率得到了极大提高。本文是最早提出这种整体方法并提供原始框架的论文之一。

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