Oishi Hiroki, Nakazawa Kenta, Takahashi Tomoki, Kyutoku Yasushi, Dan Ippeita
Applied Cognitive Neuroscience Laboratory, Faculty of Science and Engineering, Chuo University, Bunkyo, Japan.
Front Neuroergon. 2023 Apr 17;4:1129582. doi: 10.3389/fnrgo.2023.1129582. eCollection 2023.
In recent years, experiential consumption, which refers to purchases involving hedonic experiences, has been gathering attention in marketing research. Experiential consumption is closely related to cognitive biases, and among them, we focus on the IKEA effect, which is a cognitive bias in which the maximum willingness to pay (WTP) for a product is high because the experience of assembling the product is highly valued. Since no studies have examined the neural mechanism behind the IKEA effect, here we present the first study exploring the neural substrates of the IKEA effect using functional near-infrared spectroscopy (fNIRS). During the WTP evaluation, we expect the attachment to and memory retrieval of DIY products to be the cognitive mechanism for the IKEA effect.
Thirty healthy students, of which 24 were confirmed to have undergone the IKEA effect, were asked to perform a WTP evaluation task after assembling three types of do-it-yourself (DIY) products and handling three types of Non-DIY products. Their cerebral hemodynamic responses during the evaluation were measured using fNIRS. In order to adjust for temporal variability of cortical responses among participants, a personalized adaptive general linear model (GLM) analysis was adopted. Then, one-sample -tests were performed for each DIY and Non-DIY condition for the obtained β values, and a paired -test was performed between DIY and Non-DIY conditions.
We identified brain regions, including the left-inferior frontal gyrus (L-IFG) and left-middle frontal gyrus (L-MFG), which were probably related to cognitive processing related to the IKEA effect. Among them, the L-MFG exhibited more activation during the DIY condition than during the Non-DIY condition.
To our knowledge, the current study is the first to reveal the neural basis of the IKEA effect. The cortical activation during evaluation of WTP for DIY and Non-DIY products exhibited marked differences. In addition to the R-IFG activation often reported for WTP evaluations, we revealed that other regions, in particular the L-IFG and L-MFG, were activated during the DIY condition. These areas are considered to be related to memory and attachment, which would serve as reasonable cognitive constituents for the IKEA effect. In conclusion, this study suggests that the value of experiential consumption can be assessed using fNIRS-based neuroimaging and provides a novel approach to consumer neuroergonomics. It is predicted that visualization the value of experiential consumption will create marketing opportunities for more and more companies and the visualization will become an indispensable method in the future.
近年来,体验式消费,即涉及享乐体验的购买行为,在营销研究中备受关注。体验式消费与认知偏差密切相关,其中,我们关注宜家效应,这是一种认知偏差,即由于对产品组装体验的高度重视,对产品的最高支付意愿(WTP)较高。由于尚无研究探讨宜家效应背后的神经机制,在此我们展示了第一项使用功能近红外光谱(fNIRS)探索宜家效应神经基础的研究。在WTP评估过程中,我们预期对DIY产品的依恋和记忆检索是宜家效应的认知机制。
30名健康学生,其中24名被确认经历了宜家效应,在组装三种类型的自制(DIY)产品并处理三种类型的非DIY产品后,被要求执行WTP评估任务。使用fNIRS测量他们在评估过程中的脑血流动力学反应。为了调整参与者之间皮质反应的时间变异性,采用了个性化自适应通用线性模型(GLM)分析。然后,对获得的β值在每个DIY和非DIY条件下进行单样本t检验,并在DIY和非DIY条件之间进行配对t检验。
我们确定了包括左额下回(L-IFG)和左额中回(L-MFG)在内的可能与宜家效应相关的认知加工的脑区。其中,L-MFG在DIY条件下比在非DIY条件下表现出更多的激活。
据我们所知,当前研究是首次揭示宜家效应的神经基础。对DIY和非DIY产品进行WTP评估时的皮质激活表现出明显差异。除了WTP评估中经常报道的右侧额下回(R-IFG)激活外,我们还发现其他区域,特别是L-IFG和L-MFG,在DIY条件下被激活。这些区域被认为与记忆和依恋有关,这将为宜家效应提供合理的认知成分。总之,本研究表明体验式消费的价值可以使用基于fNIRS的神经成像进行评估,并为消费者神经工效学提供了一种新方法。预计体验式消费价值的可视化将为越来越多的公司创造营销机会,并且这种可视化在未来将成为一种不可或缺的方法。