Ding Zhikun, Zhang Zhiyu, Chen Weilin
Key Laboratory for Resilient Infrastructures of Coastal Cities, Shenzhen University, Ministry of Education, Shenzhen, China.
Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China.
Front Neurosci. 2022 May 26;16:881537. doi: 10.3389/fnins.2022.881537. eCollection 2022.
The increasing hazards caused by construction and demolition (C&D) waste is an inevitable problem in the development of the construction industry. Many countries have successively launched many policies to encourage and guide the recycling of C&D waste, which has greatly improved the recycling rate of C&D waste. However, most of these policies only regulate contractors but do not promote C&D waste recycling products enough. It has led to an increase in the production of C&D waste recycling products while the acceptance in the market is generally low. Consumers believe that products made with "garbage" may have problems such as quality defects. In order to explore a measure that can mitigate this problem, this study uses functional near infrared spectroscopy (fNIRS) to investigate whether the influence of media can increase consumers' willingness to purchase products for recycling construction and demolition waste, and thus increase consumers' choice to purchase products for C&D recycling waste. This experiment consists of two phases. First, a pre-test experiment to obtain pre-intervention brain images characterizing consumers' original attitudes toward C&D recycling waste products through a functional near-infrared imaging brain technique and a questionnaire. Second, The post-test builds on the pre-test to investigate the effectiveness of the intervention. The activation mechanism of the consumer purchase decision is further investigated by fNIRS data. The behavioral results showed that the choice of recycled C&D waste products was significantly higher after the intervention. The fNIRS results further revealed the significantly higher activation of the dorsolateral prefrontal cortex (dlPFC), orbitofrontal cortex (OFC), and medial prefrontal cortex (mPFC) after the intervention. These findings suggest that consumers' purchase willingness is significantly improved after intervention, and their purchase behavior changed substantially. This study also demonstrates the great potential of fNIRS for interdisciplinary research in engineering management and neuroscience.
建筑与拆除(C&D)废物造成的危害日益增加,这是建筑业发展中不可避免的问题。许多国家相继出台了许多政策来鼓励和引导C&D废物的回收利用,这大大提高了C&D废物的回收率。然而,这些政策大多只对承包商进行规范,而对C&D废物回收产品的推广力度不够。这导致了C&D废物回收产品产量增加,而市场认可度普遍较低。消费者认为用“垃圾”制成的产品可能存在质量缺陷等问题。为了探索一种能够缓解这一问题的措施,本研究使用功能近红外光谱(fNIRS)来调查媒体的影响是否能够提高消费者购买建筑与拆除废物回收产品的意愿,从而增加消费者选择购买C&D回收废物产品的可能性。本实验包括两个阶段。首先,进行预测试实验,通过功能近红外成像脑技术和问卷调查获取表征消费者对C&D回收废物产品原始态度的干预前脑图像。其次,后测试基于预测试进行,以调查干预的有效性。通过fNIRS数据进一步研究消费者购买决策的激活机制。行为结果表明,干预后对回收C&D废物产品的选择显著更高。fNIRS结果进一步显示,干预后背外侧前额叶皮层(dlPFC)、眶额皮层(OFC)和内侧前额叶皮层(mPFC)的激活显著更高。这些发现表明,干预后消费者的购买意愿显著提高,其购买行为发生了实质性变化。本研究还证明了fNIRS在工程管理和神经科学跨学科研究中的巨大潜力。