A new composite index to assess environmental consciousness using survey data and big data: Empirical evidence from European consumers

IF 6.2 2区 经济学 Q1 ECONOMICS
Ida D'Attoma , Marco Ieva
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引用次数: 0

Abstract

Environmental consciousness is a multi-dimensional construct that encompasses several dimensions related to pro-environmental attitudes, beliefs and behaviours. The academic literature has attempted to conceptualise and operationalise environmental consciousness over the last 20 years, resulting in a wide variety of measures.

However, the available measures are country-specific and with a predominant U.S. focus, based on convenience samples, and rather limited in terms of interpretability and external validity. To overcome these limitations, the present study develops an index of environmental consciousness at both the micro (consumer) and macro (country) levels, taking into account the four main dimensions of environmental consciousness: the affective, cognitive, active and dispositional dimensions. By analysing more than 27 000 “Eurobarometer 92.4” responses from consumers in the 28 EU Member States in 2019, this paper develops a comprehensive measure of consumer environmental consciousness that captures the heterogeneity across European countries. To assess the robustness of the index, the link between environmental consciousness and life satisfaction is also examined. The index is also compared with a big data-based index using Google Trends data on environmental search categories. The results show differences in environmental consciousness between European countries. The link between environmental consciousness and life satisfaction is also supported, in line with previous research in this area. Finally, the index appears to be strongly correlated with actual consumer search patterns on Google. The findings have implications for businesses willing to enter in new markets and policy makers on how to measure and assess environmental consciousness.

利用调查数据和大数据评估环境意识的新综合指数:来自欧洲消费者的经验证据
环境意识是一个多维度的概念,包括与亲环境态度、信念和行为相关的多个维度。在过去的 20 年里,学术文献一直在尝试将环境意识概念化和可操作化,并由此产生了各种各样的测量方法。然而,现有的测量方法都是针对特定国家的,以美国为主,以方便抽样为基础,在可解释性和外部有效性方面相当有限。为了克服这些局限性,本研究从微观(消费者)和宏观(国家)两个层面制定了环境意识指数,并考虑了环境意识的四个主要维度:情感维度、认知维度、主动维度和处置维度。通过分析欧盟 28 个成员国的消费者在 2019 年提供的 27 000 多份 "欧洲晴雨表 92.4 "答卷,本文制定了消费者环境意识的综合衡量标准,以捕捉欧洲各国的异质性。为了评估该指数的稳健性,本文还研究了环境意识与生活满意度之间的联系。本文还利用谷歌趋势(Google Trends)的环境搜索类别数据,将该指数与基于大数据的指数进行了比较。结果显示,欧洲各国的环保意识存在差异。环境意识与生活满意度之间的联系也得到了支持,这与该领域以往的研究结果一致。最后,该指数似乎与消费者在谷歌上的实际搜索模式密切相关。这些研究结果对于愿意进入新市场的企业和如何衡量和评估环保意识的政策制定者都有启发意义。
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来源期刊
Socio-economic Planning Sciences
Socio-economic Planning Sciences OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
9.40
自引率
13.10%
发文量
294
审稿时长
58 days
期刊介绍: Studies directed toward the more effective utilization of existing resources, e.g. mathematical programming models of health care delivery systems with relevance to more effective program design; systems analysis of fire outbreaks and its relevance to the location of fire stations; statistical analysis of the efficiency of a developing country economy or industry. Studies relating to the interaction of various segments of society and technology, e.g. the effects of government health policies on the utilization and design of hospital facilities; the relationship between housing density and the demands on public transportation or other service facilities: patterns and implications of urban development and air or water pollution. Studies devoted to the anticipations of and response to future needs for social, health and other human services, e.g. the relationship between industrial growth and the development of educational resources in affected areas; investigation of future demands for material and child health resources in a developing country; design of effective recycling in an urban setting.
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