Mediation effects of online public attention on the relationship between air pollution and precautionary behavior

This study investigates the mediation effects of online public attention on the relationship between air pollution and precautionary behavior based on a merged real-world data set that includes daily air quality, Internet search and media indices, social media discussions, and product purchases. Usi...
Ausführliche Beschreibung

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Autor*in:	Ge Xu [verfasserIn] Xiangnan Feng [verfasserIn] Yiwei Li [verfasserIn] Jianmin Jia [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2022

Schlagwörter:	Air pollution Precautionary behaviors Risk perception Internet search Social media Bayesian structural equation modeling

Übergeordnetes Werk:	In: Journal of Management Science and Engineering - KeAi Communications Co., Ltd., 2020, 7(2022), 1, Seite 159-172
Übergeordnetes Werk:	volume:7 ; year:2022 ; number:1 ; pages:159-172

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.1016/j.jmse.2021.09.002

Katalog-ID:	DOAJ043708862

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source	In Journal of Management Science and Engineering 7(2022), 1, Seite 159-172 volume:7 year:2022 number:1 pages:159-172
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authorswithroles_txt_mv	Ge Xu @@aut@@ Xiangnan Feng @@aut@@ Yiwei Li @@aut@@ Jianmin Jia @@aut@@
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callnumber-first	T - Technology
author	Ge Xu
spellingShingle	Ge Xu misc T55.4-60.8 misc Air pollution misc Precautionary behaviors misc Risk perception misc Internet search misc Social media misc Bayesian structural equation modeling misc Industrial engineering. Management engineering Mediation effects of online public attention on the relationship between air pollution and precautionary behavior
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topic	misc T55.4-60.8 misc Air pollution misc Precautionary behaviors misc Risk perception misc Internet search misc Social media misc Bayesian structural equation modeling misc Industrial engineering. Management engineering
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title	Mediation effects of online public attention on the relationship between air pollution and precautionary behavior
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title_auth	Mediation effects of online public attention on the relationship between air pollution and precautionary behavior
abstract	This study investigates the mediation effects of online public attention on the relationship between air pollution and precautionary behavior based on a merged real-world data set that includes daily air quality, Internet search and media indices, social media discussions, and product purchases. Using a Bayesian structural equation modeling approach, we show that online public attention to air pollution increases when air pollution increases, and such attention is captured by more media reports, social media discussions, and Internet searches. A comprehensive relationship involving direct and indirect effects between air pollution and precautionary behavior is established. Air pollution has a positive effect on proactive defensive behaviors, reflected in increased purchases of preventive products, and this effect is partially mediated by online media coverage and the public's Internet searches. Air pollution also motivates passive defensive behaviors, reflected in decreased purchases of outdoor sports products, and this effect is partially mediated by social media coverage. These results suggest that governments could improve the quality of policy making by considering the different roles of various forms of online public attention in the public's risk perceptions of and reactions to air pollution.
abstractGer	This study investigates the mediation effects of online public attention on the relationship between air pollution and precautionary behavior based on a merged real-world data set that includes daily air quality, Internet search and media indices, social media discussions, and product purchases. Using a Bayesian structural equation modeling approach, we show that online public attention to air pollution increases when air pollution increases, and such attention is captured by more media reports, social media discussions, and Internet searches. A comprehensive relationship involving direct and indirect effects between air pollution and precautionary behavior is established. Air pollution has a positive effect on proactive defensive behaviors, reflected in increased purchases of preventive products, and this effect is partially mediated by online media coverage and the public's Internet searches. Air pollution also motivates passive defensive behaviors, reflected in decreased purchases of outdoor sports products, and this effect is partially mediated by social media coverage. These results suggest that governments could improve the quality of policy making by considering the different roles of various forms of online public attention in the public's risk perceptions of and reactions to air pollution.
abstract_unstemmed	This study investigates the mediation effects of online public attention on the relationship between air pollution and precautionary behavior based on a merged real-world data set that includes daily air quality, Internet search and media indices, social media discussions, and product purchases. Using a Bayesian structural equation modeling approach, we show that online public attention to air pollution increases when air pollution increases, and such attention is captured by more media reports, social media discussions, and Internet searches. A comprehensive relationship involving direct and indirect effects between air pollution and precautionary behavior is established. Air pollution has a positive effect on proactive defensive behaviors, reflected in increased purchases of preventive products, and this effect is partially mediated by online media coverage and the public's Internet searches. Air pollution also motivates passive defensive behaviors, reflected in decreased purchases of outdoor sports products, and this effect is partially mediated by social media coverage. These results suggest that governments could improve the quality of policy making by considering the different roles of various forms of online public attention in the public's risk perceptions of and reactions to air pollution.
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title_short	Mediation effects of online public attention on the relationship between air pollution and precautionary behavior
url	https://doi.org/10.1016/j.jmse.2021.09.002 https://doaj.org/article/f10c16ba68564eec81bd29def677ec6c http://www.sciencedirect.com/science/article/pii/S2096232021000494 https://doaj.org/toc/2096-2320
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Mediation effects of online public attention on the relationship between air pollution and precautionary behavior

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