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2013 IJRM Best Article Award

机译:2013 IJRM最佳文章奖

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摘要

A few well-documented cases describe how the deployment of marketing analytics produces positive organizational outcomes. However, the deployment of marketing analytics varies widely across firms, and many C-level executives remain skeptical regarding the benefits that they could gain from their marketing analytics efforts. We draw on upper echelons theory and the resource-based view of the firm to develop a conceptual framework that relates the organizational deployment of marketing analytics to firm performance and that also identifies the key antecedents of that deployment. The analysis of a survey of 212 senior executives of Fortune 1000 firms demonstrates that firms attain favorable and apparently sustainable performance outcomes through greater use of marketing analytics. The analysis also reveals important moderators: more intense industry competition and more rapidly changing customer preferences increase the positive impact of the deployment of marketing analytics on firm performance. The results are robust to the choice of performance measures, and, on average, a one-unit increase in the degree of deployment (moving a firm at the median or the 50th percentile of deployment to the 65th percentile) on a 1-7 scale is associated with an 8% increase in return on assets. The analysis also demonstrates that support from the top management team, a supportive analytics culture, appropriate data, information technology support, and analytics skills are all necessary for the effective deployment of marketing analytics.
机译:一些有据可查的案例描述了营销分析的部署如何产生积极的组织成果。但是,营销分析的部署在各个公司之间差异很大,许多C级高管对他们从营销分析工作中可能获得的收益仍然持怀疑态度。我们利用上层梯队理论和公司基于资源的观点来开发一个概念框架,该框架将营销分析的组织部署与公司绩效联系起来,并且还确定了该部署的关键前提。对《财富》 1000强公司的212位高级管理人员进行的一项调查分析表明,通过更多地使用市场营销分析,公司可以获得良好的,显然可持续的业绩。该分析还揭示了重要的主持人:更激烈的行业竞争和更快速变化的客户偏好会增加营销分析的部署对公司绩效的积极影响。结果对于选择绩效衡量标准是有力的,并且平均而言,部署程度增加了一个单位(将公司的部署中位数或部署的第50个百分点移动到第65个百分点)与8%的资产回报率相关。分析还表明,高层管理团队的支持,支持性分析文化,适当的数据,信息技术支持和分析技能对于有效部署营销分析都是必不可少的。

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