Analyzing Academic Discourse Evolution on Consumer Behavior and covid-19 Using Topic Modeling

Q3 Social Sciences
V. Bohórquez-López, M. Gutiérrez-Leefmans
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引用次数: 1

Abstract

The covid-19 pandemic brought changes in consumers’ habits derived from initial confinement in the first year and a second year characterized by an attempt to return to activities under the “new normal” label. Several literature reviews that summarize existing research on consumer behavior and the pandemic have recently emerged. Many of them have a regional or country-specific focus. Others emphasize certain factors under study at the beginning of the pandemic. This study, in contrast, separates the most salient topics found in literature in 2020 from those found in 2021 using a global Scopus database showing the evolution of the academic discourse on consumer behavior as the pandemic developed. Interestingly, some differences show consumers’ evolution throughout the pandemic, seen through the eyes of researchers. Topic modeling highlights the main topics under study in both years. Results show the relevance of four major topics that differ from one year to another. Research on online consumption, however, remains equally important in both years. We propose a theoretical model of consumer behavior research that aims to help consumers understand themselves, managers address strategies accordingly, and policymakers regulate the major issues brought by the pandemic. © 2022, Universidad Nacional de Colombia. All rights reserved.
用话题模型分析消费者行为与covid-19的学术话语演变
2019冠状病毒病大流行改变了消费者的习惯,这是由于第一年和第二年的最初限制,其特点是试图恢复“新常态”下的活动。最近出现了一些文献综述,总结了关于消费者行为和流行病的现有研究。其中许多都有特定的区域或国家重点。其他人则强调在大流行开始时正在研究的某些因素。相比之下,这项研究使用全球Scopus数据库将2020年文献中最突出的主题与2021年发现的主题区分开来,该数据库显示了随着疫情的发展,关于消费者行为的学术论述的演变。有趣的是,从研究人员的角度来看,一些差异显示了消费者在疫情期间的演变。主题建模突出了这两年研究的主要主题。结果显示了每年不同的四个主要主题的相关性。然而,对在线消费的研究在这两年仍然同样重要。我们提出了一个消费者行为研究的理论模型,旨在帮助消费者了解自己,管理者制定相应的战略,政策制定者规范疫情带来的重大问题。©2022,哥伦比亚国立大学。版权所有。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Innovar
Innovar Social Sciences-Sociology and Political Science
CiteScore
1.40
自引率
0.00%
发文量
16
审稿时长
53 weeks
期刊介绍: INNOVAR is a journal that publishes top research in organizations from social sciences and other fields. Its target is composed by professionals and scholars. INNOVAR is indexed in recognized international databases as Scopus. In light of its quality and visibility, in Colombia INNOVAR have the highest category in the National Bibliographic Index of Colombian scientific and technological publications (A1). INNOVAR publishes original works, result of rigorous research, from different approaches in social and management sciences, without biases to certain methodological perspectives.
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