Sands Stephen F, Sands J Andrew
Sands Research, Inc.
IEEE Pulse. 2012 May-Jun;3(3):34-7. doi: 10.1109/MPUL.2012.2189170.
Communication and marketing campaigns have traditionally been divided into two lines: above the line (ATL) and below the line (BTL). ATL campaigns refer to communications such as TV, print, and outdoor displays that are intended to reach large audiences. The effects of ATL are inherently difficult to measure; we do not see the direct consequences of viewing an advertisement (i.e., a talking baby giving financial advice) and actual purchase of the product. ATL is intended to indirectly improve the impression of a brand. BTL campaigns refer to promotions and in-store displays and are designed to affect the point-of-purchase behavior. The effects of BTL are easier to measure; we see direct consequences of viewing a display (i.e., “Today Only, Two for the Price of One”) and eventual purchase of the product. BTL is intended to directly improve the impression of a brand. Neuroscience plays an important role in measuring the effects of marketing campaigns. Traditional methods of measurement (such as surveys and interviews) depend on the verbal ability of the consumer to articulate their motivations for purchasing a product. It is well known that participants are poor at introspective reasoning, leading to an eventual purchase that omits emotional elements. Recently, methods normally employed in cognitive neuroscience have been adapted for use in the evaluation of campaign effectiveness. These methods have increased our understanding of factors leading to economic decisions. The application of neuroscience in ATL campaigns is relatively straightforward. Participants view TV commercials, for example, seated in a comfortable setting with minimal movement while electroencephalogram (EEG) measures are monitored. These brain waves reveal cognitive events related to the media. Participants are exposed to a functional magnetic resonance imaging (fMRI) scanner to monitor changes in blood flow in various regions of the brain. Both of these methods are sensitive to underlying cognitive and emotional activity and are complimentary. EEG is more sensitive to time-locked events (i.e., story lines), whereas fMRI is more sensitive to the brain regions involved. The application of neuroscience in BTL campaigns is significantly more difficult to achieve. Participants move unconstrained in a shopping environment while EEG and eye movements are monitored. In this scenario, fMRI is not possible. fMRI can be used with virtual store mock-ups, but it is expensive and seldom used. We have developed a technology that allows for the measurement of EEG in an unobtrusive manner. The intent is to record the brain waves of participants during their day-to-day shopping experience. A miniaturized video recorder, EEG amplifiers, and eye-tracking systems are used. Digital signal processing is employed to remove the substantial artifact generated by eye movements and motion. Eye fixations identify specific viewings of products and displays, and they are used for synchronizing the behavior with EEG response. The location of EEG sources is determined by the use of a source reconstruction software.
传统上,沟通和营销活动分为两条线:线上(ATL)和线下(BTL)。线上活动指的是诸如电视、印刷品和户外展示等面向广大受众的传播方式。线上活动的效果本质上难以衡量;我们看不到观看广告(比如一个会说话的婴儿给出财务建议)的直接后果以及产品的实际购买情况。线上活动旨在间接提升品牌印象。线下活动指的是促销活动和店内展示,旨在影响购买点行为。线下活动的效果更容易衡量;我们能看到观看展示(比如“仅限今日,买一送一”)的直接后果以及最终的产品购买情况。线下活动旨在直接提升品牌印象。神经科学在衡量营销活动效果方面发挥着重要作用。传统的测量方法(如调查和访谈)依赖消费者用言语表达购买产品动机的能力。众所周知,参与者在进行内省推理方面表现不佳,导致最终购买行为忽略了情感因素。最近,认知神经科学中常用的方法已被改编用于评估活动效果。这些方法增进了我们对导致经济决策的因素的理解。神经科学在线上活动中的应用相对直接。例如,参与者坐在舒适的环境中,活动极少,同时监测脑电图(EEG)测量数据,观看电视广告。这些脑电波揭示与媒体相关的认知事件。参与者会接受功能磁共振成像(fMRI)扫描仪扫描,以监测大脑各区域血流的变化。这两种方法对潜在的认知和情感活动都很敏感且相辅相成。脑电图对与时间相关的事件(如故事情节)更敏感,而功能磁共振成像对涉及的脑区更敏感。神经科学在线下活动中的应用要实现起来困难得多。参与者在购物环境中自由活动,同时监测脑电图和眼球运动。在这种情况下,无法使用功能磁共振成像。功能磁共振成像可用于虚拟商店模型,但成本高昂且很少使用。我们开发了一种技术,能够以不引人注意的方式测量脑电图。目的是在参与者日常购物体验期间记录他们的脑电波。使用小型化录像机、脑电图放大器和眼动追踪系统。采用数字信号处理来去除由眼球运动和身体动作产生的大量伪迹。眼球注视可识别对产品和展示的特定观看情况,并用于将行为与脑电图反应同步。脑电图源的位置通过使用源重建软件来确定。