#不买东西日:使用Twitter数据的混合内容分析调查消费者约束

Jeannette Paschen, Matthew Wilson, Karen Robson
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引用次数: 19

摘要

本研究旨在调查参与年度消费限制日的日常消费者的动机和人类价值观,即不购买日(BND)。此外,本研究展示了一种混合内容分析方法,其中人工智能和人类贡献用于数据分析。本研究使用了一种混合的方法,对一个跨越三年的大型Twitter数据集进行内容分析。消费者的动机被归类为与消费主义、个人福利、浪费、环境、不平等、反资本主义、财务责任、财务必要性、健康、道德和对美国文化的抵制有关。其中,消费主义和个人福利是最常见的。此外,与“开放变革”和“自我超越”相关的人类价值观在BND的推文中也很突出。本研究证明了混合内容分析方法的有效性,并揭示了普通消费者(与消费者活动家相反)必须限制其消费的动机和人类价值观。本研究也为希望更好地理解和应对消费约束的企业提供了见解。本研究为希望更好地理解和应对消费约束的企业提供了见解。为什么日常消费者会进行消费限制的问题在学术论述中很少受到关注;这项研究通过对跨度超过三年的大型数据集进行混合内容分析,深入了解了“日常”消费者参与约束的动机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
#BuyNothingDay: Investigating Consumer Restraint Using Hybrid Content Analysis of Twitter Data
This study aims to investigate motivations and human values of everyday consumers who participate in the annual day of consumption restraint known as Buy Nothing Day (BND). In addition, this study demonstrates a hybrid content analysis method in which artificial intelligence and human contributions are used in the data analysis.,This research uses a hybrid method of content analysis of a large Twitter data set spanning three years.,Consumer motivations are categorized as relating to consumerism, personal welfare, wastefulness, environment, inequality, anti-capitalism, financial responsibility, financial necessity, health, ethics and resistance to American culture. Of these, consumerism and personal welfare are the most common. Moreover, human values related to “openness to change” and “self-transcendence” were prominent in the BND tweets.,This research demonstrates the effectiveness of a hybrid content analysis methodology and uncovers the motivations and human values that average consumers (as opposed to consumer activists) have to restrain their consumption. This research also provides insight for firms wishing to better understand and respond to consumption restraint.,This research provides insight for firms wishing to better understand and respond to consumption restraint.,The question of why everyday consumers engage in consumption restraint has received little attention in the scholarly discourse; this research provides insight into “everyday” consumer motivations for engaging in restraint using a hybrid content analysis of a large data set spanning over three years.
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