Weijun Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Weijun Liu has a total of 12 co-authors. Here are the top co-authors by number of shared publications:
- Wojciech Florkowski
University of Georgia, USA
7 shared publications - Haiyun Du
College of Economics and Management, Shanghai Ocean University, 999 Huchenghuan Road, Shanghai 201306, China
2 shared publications - Linhai Wu
School of Business, Jiangnan University, Wuxi, PR China
2 shared publications - Zhengyong Yang
College of Economics and Management, Shanghai Ocean University, Shanghai 201306, China
2 shared publications - Zhipeng Hao
College of Economics and Management, Shanghai Ocean University, 999 Huchenghuan Road, Shanghai 201306, China
2 shared publications - Bingjie Xu
College of Economics and Management, Shanghai Ocean University, Shanghai 201306, China
1 shared publication
Latest Publications
- 5 June 2025
- Published by Emerald Publishing in British Food Journal
- Vol. 127 (8) , 2700-2719
The impact of regulation awareness on consumer wasting behavior of staple food (rice) in online meals
Purpose: This study aims to empirically analyze the impact of regulation awareness in relation to the “Anti-Food Waste Law” and focuses on wasting rice in online purchased meals and its underlying mechanisms. Design/methodology/approach: A survey conducted from October 2023 to May 2024 collected responses from 998 consumers in Shanghai, China. The analysis involves the sequential application of several methodologies, including the entropy method, descriptive statistical analysis, logit models, the Karlson-Holm-Breen method, instrumental variable methods and propensity score matching. Findings: Regulation awareness reduces rice-wasting behavior in online purchased meals by enhancing consumer food security literacy, which acts as a complete mediating variable. Heterogeneity analysis indicates that the regulation awareness effect reduces rice waste, especially among consumers older than 30 years, those with a bachelor’s degree or higher, and suburban area residents. Originality/value: The results underscore the major role of regulation awareness in rice wasting reduction in online purchased meals among consumers. Furthermore, increasing consumer food security literacy serves as an effective intervention strategy and provides insights for the formulation of effective food waste reduction policies.
- 5 June 2025
- Published by Emerald Publishing in British Food Journal
- Vol. 127 (8) , 2700-2719
The impact of regulation awareness on consumer wasting behavior of staple food (rice) in online meals
Purpose: This study aims to empirically analyze the impact of regulation awareness in relation to the “Anti-Food Waste Law” and focuses on wasting rice in online purchased meals and its underlying mechanisms. Design/methodology/approach: A survey conducted from October 2023 to May 2024 collected responses from 998 consumers in Shanghai, China. The analysis involves the sequential application of several methodologies, including the entropy method, descriptive statistical analysis, logit models, the Karlson-Holm-Breen method, instrumental variable methods and propensity score matching. Findings: Regulation awareness reduces rice-wasting behavior in online purchased meals by enhancing consumer food security literacy, which acts as a complete mediating variable. Heterogeneity analysis indicates that the regulation awareness effect reduces rice waste, especially among consumers older than 30 years, those with a bachelor’s degree or higher, and suburban area residents. Originality/value: The results underscore the major role of regulation awareness in rice wasting reduction in online purchased meals among consumers. Furthermore, increasing consumer food security literacy serves as an effective intervention strategy and provides insights for the formulation of effective food waste reduction policies.
- Open Access
- 6 May 2025
- Published by MDPI AG in Agriculture
- Vol. 15 (9) , 1002
The Real Impact of Digital Agricultural Technology Extension on Pesticide Reduction Behavior Among Wheat Farmers in Henan, China
In the context of sustainable development, the behavior of reducing pesticide use in the agricultural sector is crucial for environmental protection and ecological balance. However, there are two divergent views on whether digital agricultural technology extension can promote farmers’ behavior in reducing pesticide use: one is supportive, and the other is doubtful. Based on interviews with 20 typical wheat growers in Henan, this paper re-examines this issue. The results show that the extension of digital agricultural technology has no significant impact on the pesticide reduction behavior of wheat growers. This paper further employs fuzzy-set qualitative comparative analysis (fsQCA) to explore the mechanisms influencing pesticide reduction behavior among wheat growers. The findings indicate that digital agricultural technology extension can only enhance growers’ ecological value cognition, but the ecological value cognition of pesticide reduction does not significantly promote the pesticide reduction behavior of wheat growers. Instead, rational economic value cognition plays a dominant role in promoting this behavior, with resource endowment serving as a supplementary factor. Therefore, this paper suggests integrating the characteristics of farmers’ resource endowment, fully leveraging the productive functions of digital agricultural technology extension, and focusing on enhancing farmers’ rational economic value cognition of pesticide reduction to further promote the application of pesticide reduction among farmers and provide strong support for sustainable agricultural development.
- 6 May 2025
- Published by MDPI AG in Agriculture
- Vol. 15 (9) , 1002
Open AccessThe Real Impact of Digital Agricultural Technology Extension on Pesticide Reduction Behavior Among Wheat Farmers in Henan, China
In the context of sustainable development, the behavior of reducing pesticide use in the agricultural sector is crucial for environmental protection and ecological balance. However, there are two divergent views on whether digital agricultural technology extension can promote farmers’ behavior in reducing pesticide use: one is supportive, and the other is doubtful. Based on interviews with 20 typical wheat growers in Henan, this paper re-examines this issue. The results show that the extension of digital agricultural technology has no significant impact on the pesticide reduction behavior of wheat growers. This paper further employs fuzzy-set qualitative comparative analysis (fsQCA) to explore the mechanisms influencing pesticide reduction behavior among wheat growers. The findings indicate that digital agricultural technology extension can only enhance growers’ ecological value cognition, but the ecological value cognition of pesticide reduction does not significantly promote the pesticide reduction behavior of wheat growers. Instead, rational economic value cognition plays a dominant role in promoting this behavior, with resource endowment serving as a supplementary factor. Therefore, this paper suggests integrating the characteristics of farmers’ resource endowment, fully leveraging the productive functions of digital agricultural technology extension, and focusing on enhancing farmers’ rational economic value cognition of pesticide reduction to further promote the application of pesticide reduction among farmers and provide strong support for sustainable agricultural development.
- 5 November 2024
- Published by Emerald Publishing in British Food Journal
- Vol. 127 (1) , 338-362
Consumer self-protection behavior of online meal safety during the COVID-19 pandemic: the impact of risk perception and effect of satisfaction with management safety performance
Purpose: This study aims to assess the effects of risk perception and management subject satisfaction on consumers' online meal food safety self-protection behavior during the COVID-19 pandemic.Design/methodology/approach: This study uses 742 questionnaires collected via a two-stage online survey conducted during the COVID-19 pandemic, between December 2021 and January 2022. The entropy method, descriptive statistics, ordered logit model, stepwise regression models, interaction terms and decentralization method were used in the quantitative analysis. Respondents’ written responses to self-protection behavior were categorized into five groups.Findings: Less than half of consumers were aware that online food products carry the risk of SARS-COV-2 (44.48%). Between 30 and 40% of consumers took insufficient or no self-protection measures. Risk perception significantly and positively affected self-protection behavior during the COVID-19 pandemic. Consumers' management subject satisfaction has a positive moderating effect on risk perception, with the moderating effect of the satisfaction of online retailers being significant at the 5% level. Risk perception significantly and positively influences consumer self-protection behavior in provinces not affected by the pandemic.Originality/value: The findings stress the benefits of synergistic interventions by consumers and management subject to food safety measures and the inclusion of tailored interventions during events threatening public health to effectively address food safety. The study offers valuable insights contributing to the improvement of public health outcomes, customer trust and service quality within the online food delivery industry.
- 5 November 2024
- Published by Emerald Publishing in British Food Journal
- Vol. 127 (1) , 338-362
Consumer self-protection behavior of online meal safety during the COVID-19 pandemic: the impact of risk perception and effect of satisfaction with management safety performance
Purpose: This study aims to assess the effects of risk perception and management subject satisfaction on consumers' online meal food safety self-protection behavior during the COVID-19 pandemic.Design/methodology/approach: This study uses 742 questionnaires collected via a two-stage online survey conducted during the COVID-19 pandemic, between December 2021 and January 2022. The entropy method, descriptive statistics, ordered logit model, stepwise regression models, interaction terms and decentralization method were used in the quantitative analysis. Respondents’ written responses to self-protection behavior were categorized into five groups.Findings: Less than half of consumers were aware that online food products carry the risk of SARS-COV-2 (44.48%). Between 30 and 40% of consumers took insufficient or no self-protection measures. Risk perception significantly and positively affected self-protection behavior during the COVID-19 pandemic. Consumers' management subject satisfaction has a positive moderating effect on risk perception, with the moderating effect of the satisfaction of online retailers being significant at the 5% level. Risk perception significantly and positively influences consumer self-protection behavior in provinces not affected by the pandemic.Originality/value: The findings stress the benefits of synergistic interventions by consumers and management subject to food safety measures and the inclusion of tailored interventions during events threatening public health to effectively address food safety. The study offers valuable insights contributing to the improvement of public health outcomes, customer trust and service quality within the online food delivery industry.
- Open Access
Consumer Perception of the Performance of Online Catering Food Safety Regulations: The Case of Shanghai, China
To protect the safety of food bought from the online catering sector, the former State Food and Drug Administration of China issued two separate regulations in 2016 and 2017. Independently, the Shanghai government formulated local regulations, including the Shanghai Online Catering Service Supervision and Management Measures, to strengthen food safety supervision in this megacity with the largest catering sector in China. This study explored factors that influence consumer perceptions of the performance of online catering food safety regulations using survey data from 1050 respondents collected in 2019. The results indicate that consumers believe that Shanghai’s online catering industry has improved by varying degrees in terms of food freshness, ingredient traceability, foreign matter control, food temperature control, internal packaging hygiene and environmental protection, and satisfaction with food safety. The factors that influenced the listed features include the number and effectiveness of government-issued regulations regarding the online catering sector, effectiveness of ordering platform food safety regulations, employee training frequency, employee food safety awareness, delivery box cleanliness and courier personal hygiene, consumer trust in ordering platform services, and consumer confidence in government supervision. These factors significantly and positively affected the consumers’ perceptions of the performance of food safety regulations in the online catering sector.
Open AccessConsumer Perception of the Performance of Online Catering Food Safety Regulations: The Case of Shanghai, China
To protect the safety of food bought from the online catering sector, the former State Food and Drug Administration of China issued two separate regulations in 2016 and 2017. Independently, the Shanghai government formulated local regulations, including the Shanghai Online Catering Service Supervision and Management Measures, to strengthen food safety supervision in this megacity with the largest catering sector in China. This study explored factors that influence consumer perceptions of the performance of online catering food safety regulations using survey data from 1050 respondents collected in 2019. The results indicate that consumers believe that Shanghai’s online catering industry has improved by varying degrees in terms of food freshness, ingredient traceability, foreign matter control, food temperature control, internal packaging hygiene and environmental protection, and satisfaction with food safety. The factors that influenced the listed features include the number and effectiveness of government-issued regulations regarding the online catering sector, effectiveness of ordering platform food safety regulations, employee training frequency, employee food safety awareness, delivery box cleanliness and courier personal hygiene, consumer trust in ordering platform services, and consumer confidence in government supervision. These factors significantly and positively affected the consumers’ perceptions of the performance of food safety regulations in the online catering sector.
- Open Access
- 6 September 2023
- Published by MDPI AG in Journal of Theoretical and Applied Electronic Commerce Research
- Vol. 18 (3) , 1529-1547
Online Food Purchase Behavior: COVID-19 and Community Group Effect
Online food community purchases contributed to urban residents’ food security during the COVID-19 pandemic in Shanghai. The influence of the outbreak on the purchasing behavior of an online food community was examined. An innovative e-commerce model describes how the online community purchases facilitate integration of local food and agri-product resources, and provide consumers, especially residents of densely populated agglomerations, with convenient short-distance distribution. The survey data collected from 1168 residents show that the lockdown severity and food security concerns increased the frequency of residents’ online food purchases. Heterogeneity analysis indicated that the Omicron outbreak effected the online food purchases of those born before the 1990s, males, the less educated, and low-income earners through a community group effect. The internet provides a convenient means of disseminating information, promoting access to local foods, and assuring food access during public health emergencies. Purchasing food online can be further enhanced through standardized management of online communities.
- 6 September 2023
- Published by MDPI AG in Journal of Theoretical and Applied Electronic Commerce Research
- Vol. 18 (3) , 1529-1547
Open AccessOnline Food Purchase Behavior: COVID-19 and Community Group Effect
Online food community purchases contributed to urban residents’ food security during the COVID-19 pandemic in Shanghai. The influence of the outbreak on the purchasing behavior of an online food community was examined. An innovative e-commerce model describes how the online community purchases facilitate integration of local food and agri-product resources, and provide consumers, especially residents of densely populated agglomerations, with convenient short-distance distribution. The survey data collected from 1168 residents show that the lockdown severity and food security concerns increased the frequency of residents’ online food purchases. Heterogeneity analysis indicated that the Omicron outbreak effected the online food purchases of those born before the 1990s, males, the less educated, and low-income earners through a community group effect. The internet provides a convenient means of disseminating information, promoting access to local foods, and assuring food access during public health emergencies. Purchasing food online can be further enhanced through standardized management of online communities.
- Open Access
- 26 May 2023
- Published by MDPI AG in Healthcare
- Vol. 11 (11) , 1571
The Impact of Regional COVID-19 Outbreak on Consumers’ Risk Perception of Purchasing Food Online
This paper examines the perception of risk associated with the presence of coronavirus in food purchased online and online vs. offline food shopping during the COVID-19 epidemic. The influence of COVID-19 status on risk perception was tested using the data collected from 742 consumers between December 2021 and January 2022. The empirical approach distinguished between the epidemic’s status in a province (or region), city, and other areas of the country and applied the ordered logit technique. The regional and citywide epidemic increased the perception that online purchases carry the virus and are riskier than those made offline. Further examination showed that the regional/provincial epidemic created the perception that packaging or social media use were risk factors when purchasing food online. Heterogeneity analysis showed that risk perception was significantly higher in affected cities than in non-affected provinces or other provinces. Risk perception differed across five online food categories, with the highest levels for online-ordered meals and fresh products. Strengthening COVID-19 prevention and control in cities and the province, managing risk due to the handling of food purchased online, and government monitoring of social media use will lessen consumers’ risk perceptions and encourage the use of online food offers during epidemics.
- 26 May 2023
- Published by MDPI AG in Healthcare
- Vol. 11 (11) , 1571
Open AccessThe Impact of Regional COVID-19 Outbreak on Consumers’ Risk Perception of Purchasing Food Online
This paper examines the perception of risk associated with the presence of coronavirus in food purchased online and online vs. offline food shopping during the COVID-19 epidemic. The influence of COVID-19 status on risk perception was tested using the data collected from 742 consumers between December 2021 and January 2022. The empirical approach distinguished between the epidemic’s status in a province (or region), city, and other areas of the country and applied the ordered logit technique. The regional and citywide epidemic increased the perception that online purchases carry the virus and are riskier than those made offline. Further examination showed that the regional/provincial epidemic created the perception that packaging or social media use were risk factors when purchasing food online. Heterogeneity analysis showed that risk perception was significantly higher in affected cities than in non-affected provinces or other provinces. Risk perception differed across five online food categories, with the highest levels for online-ordered meals and fresh products. Strengthening COVID-19 prevention and control in cities and the province, managing risk due to the handling of food purchased online, and government monitoring of social media use will lessen consumers’ risk perceptions and encourage the use of online food offers during epidemics.
- Open Access
A Review of the Challenges Facing Global Commercialization of the Artificial Meat Industry
The sustained growth of global meat consumption incentivized the development of the meat substitute industry. However, long-term global commercialization of meat substitutes faces challenges that arise from technological innovation, limited consumer awareness, and an imperfect regulatory environment. Many important questions require urgent answers. This paper presents a review of issues affecting meat substitute manufacturing and marketing, and helps to bridge important gaps which appear in the literature. To date, global research on meat substitutes focuses mainly on technology enhancement, cost reduction, and commercialization with a few studies focused on a regulatory perspective. Furthermore, the studies on meat substitute effects on environmental pollution reduction, safety, and ethical risk perception are particularly important. A review of these trends leads to conclusions which anticipate the development of a much broader market for the meat substitute industry over the long term, the gradual discovery of solutions to technical obstacles, upgraded manufacturing, the persistent perception of ethical risk and its influence on consumer willingness to accept meat substitutes, and the urgent need for constructing an effective meat substitute regulatory system.
Open AccessA Review of the Challenges Facing Global Commercialization of the Artificial Meat Industry
The sustained growth of global meat consumption incentivized the development of the meat substitute industry. However, long-term global commercialization of meat substitutes faces challenges that arise from technological innovation, limited consumer awareness, and an imperfect regulatory environment. Many important questions require urgent answers. This paper presents a review of issues affecting meat substitute manufacturing and marketing, and helps to bridge important gaps which appear in the literature. To date, global research on meat substitutes focuses mainly on technology enhancement, cost reduction, and commercialization with a few studies focused on a regulatory perspective. Furthermore, the studies on meat substitute effects on environmental pollution reduction, safety, and ethical risk perception are particularly important. A review of these trends leads to conclusions which anticipate the development of a much broader market for the meat substitute industry over the long term, the gradual discovery of solutions to technical obstacles, upgraded manufacturing, the persistent perception of ethical risk and its influence on consumer willingness to accept meat substitutes, and the urgent need for constructing an effective meat substitute regulatory system.
- Open Access
- 8 May 2022
- Published by MDPI AG in Agriculture
- Vol. 12 (5) , 671
Assuring Food Security: Consumers’ Ethical Risk Perception of Meat Substitutes
The world’s growing population requires an adequate supply of protein to maintain food security, but animal protein production is limited by the finite resources of land, fresh water, and ocean capacity. Several meat substitutes offer protein alternatives that may improve food security in less-developed economies. However, perceptions of difference in the ethical risk associated with consumption of plant-based substitutes (PM) vs. cultured meat (CM) may affect purchases of these products. This study examined differences in ethical risk perception using online survey data gathered in 2020. An ordered logit technique yielded the probabilities of changes in ethical risk perception influenced by demographic attributes, views about the technology, and adequacy of industry regulations. The results show that consumers associated PM with low ethical risk. Educated consumers were more likely to agree that the ethical risks of CM are higher than PM and to regard PM products as safer than CM. Price sensitivity made consumers more likely to agree that the ethical risks related to CM are higher than those related to PM. Ingredient safety concerns increased the ethical risk perception of CM. Consumers perceiving the meat substitute classification to be unclear were more likely to assign a higher ethical risk to CM than PM. The perception of ethical risk associated with CM was greater than that associated with PM if meat substitute industry regulations were inadequate. The results suggest a need to provide verifiable information about each type of meat substitute as well as transparent and understandable standards and rules before these products can improve protein availability and food security.
- 8 May 2022
- Published by MDPI AG in Agriculture
- Vol. 12 (5) , 671
Open AccessAssuring Food Security: Consumers’ Ethical Risk Perception of Meat Substitutes
The world’s growing population requires an adequate supply of protein to maintain food security, but animal protein production is limited by the finite resources of land, fresh water, and ocean capacity. Several meat substitutes offer protein alternatives that may improve food security in less-developed economies. However, perceptions of difference in the ethical risk associated with consumption of plant-based substitutes (PM) vs. cultured meat (CM) may affect purchases of these products. This study examined differences in ethical risk perception using online survey data gathered in 2020. An ordered logit technique yielded the probabilities of changes in ethical risk perception influenced by demographic attributes, views about the technology, and adequacy of industry regulations. The results show that consumers associated PM with low ethical risk. Educated consumers were more likely to agree that the ethical risks of CM are higher than PM and to regard PM products as safer than CM. Price sensitivity made consumers more likely to agree that the ethical risks related to CM are higher than those related to PM. Ingredient safety concerns increased the ethical risk perception of CM. Consumers perceiving the meat substitute classification to be unclear were more likely to assign a higher ethical risk to CM than PM. The perception of ethical risk associated with CM was greater than that associated with PM if meat substitute industry regulations were inadequate. The results suggest a need to provide verifiable information about each type of meat substitute as well as transparent and understandable standards and rules before these products can improve protein availability and food security.