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Modeling the Consumers Opinion Influence in Online Social Media in the Case of Eco-friendly Products

机译:在生态友好型产品中模拟消费者对在线社交媒体中意见的影响

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Social influence has a positive impact on the purchase intention for eco-friendly products along with other subjective and objective aspects related to environmental attitude, product attitude, and subjective and objective knowledge. Also, exposure to media has been proven to have a significant positive affect on environmental attitude, with effect on the purchase intention. Several recent studies have shown the importance of consumers’ influence in online social networks, underlying the role played by the online environments over consumers’ attitude. As a result, the current research tries to analyze the influence exerted on consumers’ decision to purchase eco-friendly products by their activity in online social environments. Using a questionnaire, filled-in by 409 respondents, a series of variables have been extracted with regard to the eco-friendly products. An agent-based model has been created, fed with the values of the variables extracted from the questionnaire, and used for simulations. As a result, it has been observed that an increase in online media exposure can have a high positive impact on the eco-friendly product adoption. Depending on the type of product—soft or durable good—different times for the eco-friendly product adoption have been determined relatively to the considered variables. Last, the possible limitations of using an agent-based modeling approach are discussed, along with possible extensions and improvements.
机译:社会影响力对环保产品的购买意愿以及与环境态度,产品态度以及主观和客观知识相关的其他主观和客观方面都具有积极影响。另外,事实证明,接触媒体对环境态度有重大积极影响,对购买意愿有影响。最近的几项研究表明,消费者在在线社交网络中产生影响的重要性,在于在线环境在消费者态度方面所起的作用。因此,当前的研究试图分析消费者在网上社交环境中的活动对购买环保产品的决定产生的影响。使用由409位受访者填写的问卷,我们提取了有关环保产品的一系列变量。已经创建了基于代理的模型,该模型提供了从调查表中提取的变量的值,并用于模拟。结果,已经观察到在线媒体曝光率的增加可以对环保产品的采用产生高度积极的影响。根据产品的类型(柔软或耐用的产品),已经相对于所考虑的变量确定了采用环保产品的时间。最后,讨论了使用基于代理的建模方法的可能局限性,以及可能的扩展和改进。

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