THE IMPACT OF TRACEABILITY INFORMATION IN IMPORTED AGRICULTURAL PRODUCT SUPPLY CHAINS ON CHINESE CONSUMERS’ TRUST: THE MEDIATING ROLE OF PERCEIVED VALUE AND THE MODERATING EFFECT OF CONSUMER ETHNOCENTRISM

Main Article Content

Li Ma
Songbai Liu

Abstract

As the world’s largest importer of agricultural products, China has continuously expanded its import scale, effectively meeting consumer demand while easing pressure on agricultural resources. With growing importance attached to supply chain traceability and consumer trust, this study developed a research framework that integrates traceability information, perceived value, ethnocentrism, and consumer trust, grounded in the Information Asymmetry Theory, Consumer Behavior Theory, S-O-R (Stimulus-Organism-Response) model, and supply chain management theory. A structured questionnaire was designed using validated scales, and was distributed in Beijing, Shanghai, Guangdong, Guangxi, Yunnan, and Guizhou. Data were analyzed through SPSS 20.0 and AMOS 28.0. The findings revealed that traceability information has significant positive effects on cognitive trust, emotional trust, and perceived value. Perceived value mediates the relationship between traceability information and consumer trust, while ethnocentrism negatively moderates the impact of perceived value on trust. Based on these results, this study provides targeted managerial recommendations, offering practical implications for agricultural product import enterprises and industry development.

Article Details

How to Cite
Ma, L., & Liu, S. (2025). THE IMPACT OF TRACEABILITY INFORMATION IN IMPORTED AGRICULTURAL PRODUCT SUPPLY CHAINS ON CHINESE CONSUMERS’ TRUST: THE MEDIATING ROLE OF PERCEIVED VALUE AND THE MODERATING EFFECT OF CONSUMER ETHNOCENTRISM. Chinese Journal of Social Science and Management, 9(2), 323–340. retrieved from https://so01.tci-thaijo.org/index.php/CJSSM/article/view/282367
Section
Research Articles

References

Bagozzi, R. P. (1986). Principles of marketing management. Science Research Associates Inc.

Boulouta, I., & Manika, D. (2022). Cause-related marketing and ethnocentrism: The moderating effects of geographic scope and perceived economic threat. Sustainability (Switzerland), 14(1), 1-19. https://doi.org/10.3390/su14010292

Cho, H., Jo, D., & Kim, H. (2024). Understanding consumer perception towards sustainable apparel: A parallel mediation analysis on satisfaction and trust. Sustainability, 16(16), 6835. https://doi.org/10.3390/su16166835

Churchill, G. A. (1979). A paradigm for developing better measures of marketing constructs. Journal of Marketing Research, 16(1), 64-73. https://doi.org/10.2307/3150876

Darby, M. R., & Karni, E. (1973). Free competition and the optimal amount of fraud. Journal of Law and Economics, 16(1), 67-88. https://doi.org/10.1086/466756

Daugbjerg, C., Smed, S., Andersen, L. M., & Schvartzman, Y. (2014). Improving eco-labelling as an environmental policy instrument: Knowledge, trust and organic consumption. Journal of Environmental Policy & Planning, 16(4), 559-575. https://doi.org/10.1080/1523908x.2013.879038

De Morais Watanabe, E. A., Alfinito, S., Curvelo, I. C. G., & Hamza, K. M. (2020). Perceived value, trust and purchase intention of organic food: A study with Brazilian consumers. British Food Journal, 122(4), 1070-1184. https://doi.org/10.1108/bfj-05-2019-0363

Dodds, W. B., Monroe, K. B., & Grewal, D. (1991). Effects of price, brand, and store information on buyers’ product evaluations. Journal of Marketing Research, 28(3), 307-319. http://doi.org/10.1177/002224379102800305

Donovan, R. J., & Rossiter, J. R. (1982). Store atmosphere: An environmental psychology approach. Journal of Retailing, 58(1), 34-57.

Du, J. G., & Duan, S. L. (2022). The impact of environmental responsibility on consumers’ green purchasing behavior: The chain multiple mediating effects of green self-efficacy and green perceived value. Journal of Nanjing Tech University (Social Science Edition), 21(3), 48-60. https://doi.org/10.3969/j.issn.1671-7287.2022.03.006 [in Chinese]

Duong, C. D., Tran, T. V. H., Nguyen, T. H., Ngo, T. V. N., & Vu, T. N. (2024). Blockchain-based food traceability system and pro-environmental consumption: A moderated mediation model of technology anxiety and trust in organic food product. Digital Business, 4(2), 100095. https://doi.org/10.1016/j.digbus.2024.100095

García-Salirrosas, E. E., Escobar-Farfán, M., Veas-González, I., Esponda-Perez, J. A., Gallardo-Canales, R., Ruiz-Andia, R., Fernandez-Daza, V. M., & Zabalaga-Davila, R. F. (2024). Purchase intention of healthy foods: The determinant role of brand image in the market of a developing country. Foods, 13(20), 3242. https://doi.org/10.3390/foods13203242

Gu, C., & Yi, Y. (2020). Can accessing disclosed information enhance food trust? Evidence from a survey on fresh food information disclosure in Changsha, Hunan Province. Agricultural Technology Economics, (1), 68-79. [in Chinese]

Guanqi, Z., & Nisa, Z. U. (2023). Prospective effects of food safety trust on brand evangelism: A moderated-mediation role of consumer perceived ethicality and brand passion. BMC Public Health, 23(1), 1-14. https://doi.org/10.1186/s12889-023-17268-1

Guo, G. X. (2017). Consumer ethnocentrism over 30 years: Review, reflection, and prospects. South China Journal of Economics, (6), 14. https://link.oversea.cnki.net/doi/10.19592/j.cnki.scje.2017.06.007 [in Chinese]

He, X., & Wang, J. (2025). Political conflicts and food import refusals. Agricultural Economics, 56(4), 559-573. https://doi.org/10.1111/agec.70000

Hobbs, J. E., & Goddard, E. (2015). Consumers and trust. Food Policy, 52, 71-74. http://doi.org/10.1016/j.foodpol.2014.10.017

Hopkins, C. R., Roberts, S. I., Caveen, A. J., Graham, C., & Burns, N. M. (2024). Improved traceability in seafood supply chains is achievable by minimising vulnerable nodes in processing and distribution networks. Marine Policy, 159, 105910. https://doi.org/10.1016/j.marpol.2023.105910

Hsu, S. C., Huang, Y. F., Mahmudiono, T., & Chen, H. L. (2022). Food traceability systems, consumers’ risk perception, and purchase intention: Evidence from the “4-label-1-Q” approach in Taiwan. Journal of Food Protection, 85(1), 155-163. https://doi.org/10.4315/jfp-21-160

Huaman-Ramirez, R., Albert, N., & Merunka, D. (2019). Are global brands trustworthy? The role of brand affect, brand innovativeness, and consumer ethnocentrism. European Business Review, 31(6), 926-946. https://doi.org/10.1108/ebr-11-2017-0202

Huang, L. S. (2015). Trust in product review blogs: The influence of self-disclosure and popularity. Behaviour & Information Technology, 34(1), 33-44. https://doi.org/10.1080/0144929x.2014.978378

Jacoby, J. (2002). Stimulus‐organism‐response reconsidered: An evolutionary step in modeling (consumer) behavior. Journal of Consumer Psychology, 12(1), 51-57.

Jin, S., Cao, Y., Jones, G., Li, W., & Frewer, L. J. (2023). Consumers’ purchase intentions towards traced foods: A comparative analysis between the United Kingdom and China. Food Control, 152, 109828. https://doi.org/10.1016/j.foodcont.2023.109828

Keh, H. T., & Xie, Y. (2009). Corporate reputation and customer behavioral intentions: The roles of trust, identification and commitment. Industrial Marketing Management, 38(7), 732-742. http://doi.org/10.1016/j.indmarman.2008.02.005

Kim, H. W., Xu, Y., & Gupta, S. (2012). Which is more important in internet shopping, perceived price or trust? Electronic Commerce Research and Applications, 11(3), 241-252. https://doi.org/10.1016/j.elerap.2011.06.003

Kinawy, R. N. (2025). Unraveling consumer behavior: Exploring the influence of consumer ethnocentrism, domestic country bias, brand trust, and purchasing intentions. Strategic Change, 34(2), 137-150. https://doi.org/10.1002/jsc.2607

Klein, J. G., Ettenson, R., & Krishnan, B. C. (2006). Extending the construct of consumer ethnocentrism: When foreign products are preferred. International Marketing Review, 23(3), 304-321. https://doi.org/10.1108/02651330610670460

Lee, Z. W., Zhang, Y. H., & Zhang, C. K. (2021). Research on the difference of promotion effects between mobile terminals and PC terminals from the perspective of information processing. Chinese Journal of Management, 18(10), 1533-1542. http://doi.org/10.3969/j.issn.1672-884x.2021.10.012 [in Chinese]

Lin, J. B., Wan, J. Y., & Lu, Y. B. (2015). Analysis of factors influencing consumer trust in e-commerce of fresh agricultural products: A case study of fruits. Journal of Business Economics, (5), 5-15. https://doi.org/10.14134/j.cnki.cn33-1336/f.2015.05.001 [in Chinese]

Lin, X., Chang, S. C., Chou, T. H., Chen, S. C., & Ruangkanjanases, A. (2021). Consumers’ intention to adopt blockchain food traceability technology towards organic food products. International Journal of Environmental Research and Public Health, 18(3), 912. http://doi.org/10.3390/ijerph18030912

Liu, P., Yang, M., Zhao, X., Guo, Y., Wang, L., Zhang, J., Lei, W. Han, W., Jiang, F., Liu, W. J., Gao, G. F., & Wu, G. (2020). Cold-chain transportation in the frozen food industry may have caused a recurrence of COVID-19 cases in destination: Successful isolation of SARS-CoV-2 virus from the imported frozen cod package surface. Biosafety and Health, 2(4), 199-201. https://doi.org/10.1016/j.bsheal.2020.11.003

Liu, R., Gao, Z., Nayga Jr, R. M., Snell, H. A., & Ma, H. (2019). Consumers’ valuation for food traceability in China: Does trust matter? Food Policy, 88, 101768. https://doi.org/10.1016/j.foodpol.2019.101768

Liu, Z., Yu, Z., Zhao, J., Han, X., Li, C., Geng, N., & Yu, M. (2024). The influence of traceability label trust on consumers’ traceability pork purchasing behavior: Based on the moderating effect of food safety identification. Plos one, 19(6), e0306041. https://doi.org/10.1371/journal.pone.0306041

MARA. (2025). China agriculture and rural statistics database. https://zdscxx.moa.gov.cn:8080/nyb/pc/index.jsp [in Chinese]

McAllister, D. J. (1995). Affect- and cognition-based trust as foundations for interpersonal cooperation in organizations. Academy of Management Journal, 38(1), 24-59. https://doi.org/10.2307/256727

Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. MIT Press.

Nguyen, M. H., & Nguyen, D. H. (2025). How do transparency and traceability enhance purchasing behaviors via consumer trust? Insights for food supply chains. Journal of Consumer Marketing, (4), 1-18. https://doi.org/10.1108/jcm-07-2024-7005

Nguyen, T. N. D., Dang, P. N., Tran, P. H., & Nguyen, T. T. T. (2022). The impact of consumer ethnocentrism on purchase intention: An empirical study from Vietnam. The Journal of Asian Finance, Economics and Business, 9(2), 427-436. https://doi.org/10.21511/im.20(2).2024.10

Nunally, J. C. (1978). Psychometric theory (2nd ed.). McGraw-Hill.

Ou, M., & Ho, S. S. (2024). Factors associated with information credibility perceptions: A meta-analysis. Journalism & Mass Communication Quarterly, 101(2), 346-372. https://doi.org/10.1177/10776990231222556

Qiu, K., & Zhang, L. (2024). How online reviews affect purchase intention: A meta-analysis across contextual and cultural factors. Data and Information Management, 8(2), 100058.

Sparks, B. A., & Browning, V. (2011). The impact of online reviews on hotel booking intentions and perception of trust. Tourism Management, 32(6), 1310-1323. http://doi.org/10.1016/j.tourman.2010.12.011

Sun, D., Liu, Y., Grant, J., Long, Y., Wang, X., & Xie, C. (2021). Impact of food safety regulations on agricultural trade: Evidence from China’s import refusal data. Food Policy, 105, 102185. https://doi.org/10.1016/j.foodpol.2021.102185

Sweeney, J., & Soutar, G. N. (2001). Consumer perceived value: The development of a multiple item scale. Journal of Retailing, 77(2), 203-220. https://doi.org/10.1016/s0022-4359(01)00041-0

Tran, D., De Steur, H., Gellynck, X., Papadakis, A., & Schouteten, J. J. (2024). Consumers’ valuation of blockchain-based food traceability: Role of consumer ethnocentrism and communication via QR codes. British Food Journal, 126(13), 72-93. https://doi.org/10.1108/BFJ-09-2023-0812

USDA. (2021). Agricultural import refusal and detention framework. United States Department of Agriculture. https://www.ers.usda.gov

Walsh, G., Shiu, E., & Hassan, L. M. (2014). Replicating, validating, and reducing the length of the consumer perceived value scale. Journal of Business Research, 67(3), 260-267. https://doi.org/10.1016/j.jbusres.2013.05.012

Wang, J., & Li, J. (2021). Consumers’ cognition, affect, and intention toward safety-certified agricultural products under information asymmetry: An empirical study of 12 cities in East China. World Agriculture, (12), 94-106. https://doi.org/10.13856/j.cn11-1097/s.2021.12.009 [in Chinese]

Wang, O., & Scrimgeour, F. (2023). Consumer adoption of blockchain food traceability: Effects of innovation-adoption characteristics, expertise in food traceability and blockchain technology, and segmentation. British Food Journal, 125(7), 2493-2513. https://doi.org/10.1108/bfj-06-2022-0466

Xinhua News Agency. (2024, January 24). Ministry of Agriculture and Rural Affairs: In 2023, China’s agricultural product export value reached 98.93 billion USD. Xinhua News. http://www.xinhuanet.com/info/20240124/1584c7aff1ff4f519914cd42d0e7d840/c.html [in Chinese]

Yuan, R., Jin, S., & Wu, W. (2024). Interactive effects of information and trust on consumer choices of organic food: Evidence from China. Appetite, 192, 107115. https://doi.org/10.1016/j.appet.2023.107115

Yuan, X. H., & Xiao, Y. C. (2021). Information acquisition ability, cognitive level, and consumer trust in organic agricultural products. Journal of Management, 34(5), 92-108. http://doi.org/10.19808/j.cnki.41-1408/F.2021.0039 [in Chinese]

Zeng, M. C. (2024). Low-carbon labels, consumer perceived value, and purchase intention of low-carbon products: A questionnaire survey based on consumers in the Chengdu-Chongqing region. Journal of Commercial Economics, 15, 61-64. [in Chinese]