利用商业智能方法分析医药营销的有效性

Elizabeth H. Ricks, John C. Yi
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引用次数: 5

摘要

制药公司传统上通过几种渠道的组合来推销他们的产品:向医生销售详细信息、直接面向消费者的广告、专业医学杂志广告、会议和活动赞助以及电子促销。随着即将到来的专利悬崖和随之而来的收入损失,在众多因素中,该行业必须依靠最近推出的产品来抵消收入损失。再加上日益激烈的仿制药竞争,公司必须评估其营销资金的投资回报。本文使用最新的商业智能方法,分析了传统营销方法的有效性,包括全行业和新推出的产品。本文使用的数据集是来自SDI Health的处方、促销、竞争和产品数据样本。本文的分析表明,传统营销方法的影响程度随着处方数量的增加而降低,并描述了新的潜在营销渠道,以及收集和分析数据以帮助行业提高其资源利用率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing the Effectiveness of Pharmaceutical Marketing Using Business Intelligence Methods
Pharmaceutical companies have traditionally marketed their products through a combination of several channels: sales details to physicians, direct-to-consumer advertising, professional medical journal advertising, sponsorship of meetings and events and e-promotion. With an impending patent cliff and subsequent loss in revenue, the industry must depend on, among many factors, recently launched products to offset the revenue loss. Coupled with increased generic competition, companies must evaluate the return on investment of their marketing dollars. This paper analyzes the effectiveness of traditional marketing methods, both industry-wide and for recently launched products, using the latest Business Intelligent methods. The dataset used in this paper is a sample of prescription, promotional, competitive, and product data from SDI Health. The analysis in this paper reveals that traditional marketing methods have a decreasing level of impact with the number of prescriptions dispensed, and describes new potential channels for marketing, as well as collecting and analyzing data to aid the industry improve its resource utilization.
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