Abstract
In the pursuit of high-quality agricultural development and rural vitalization, China has embarked on an ambitious journey with its Agricultural Product Geographical Indication Program. This research paper delves into the multifaceted effects of this policy initiative, focusing on the dynamic Yangtze River Delta region. The study employs a robust difference-in-differences (DID) model to analyze the policy’s net impact on rural residents’ income within Jiangsu, Zhejiang, and Anhui Provinces from 2017 to 2020. Our findings reveal that the program implementation has yielded tangible benefits, significantly increasing rural residents’ per capita disposable income in these provinces. This positive outcome can be attributed to the program’s funding allocation, accelerating agricultural infrastructure development, enhancing product productivity and quality control. Consequently, this amplifies the market premium effect, contributing substantially to income growth. However, the research also underscores the importance of considering regional heterogeneity. While Jiangsu and Zhejiang Provinces have experienced significant gains, Anhui Province lags due to varying resource endowments and development stages. Moreover, the time-lagged effect of policy implementation plays a role in these disparities. Based on these insights, we propose a set of policy recommendations. First, continued implementation of the Agricultural Product Geographical Indication Program should be prioritized, focusing on enhanced funding management and multi-party participation. Second, harnessing regional cooperation and resource sharing is vital for optimizing policy outcomes. Finally, the establishment of a comprehensive risk prevention and control mechanism is crucial for the industry’s resilience in the face of unforeseen challenges. This research provides empirical evidence of the program’s economic benefits and valuable policy implications for China’s journey towards high-quality agricultural development and rural prosperity, aligning with the overarching goals of innovation, entrepreneurship, and societal progress.
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Notes
Since most parts of Shanghai are metropolitan, villages only take up a very small percentage. (Even though rural areas take up a large percentage in Qingpu District and Congming District, these districts are not comparable with counties in Jiangsu, Zhejiang, and Anhui.) Thereby, to ensure the quality of data, we choose some cities from Jiangsu, Zhejiang, and Anhui in the Yangtze River Delta city cluster as research objects.
Huoshan News Network, Huoshan Mengya Geographical Indication Protection Program is Taking Effect, Retrieved from http://www.huoshannews.com/system/2021/07/22/011885793.shtml on July 22, 2021, and March 30, 2022.
Ullah, Subhan; Zaefarian, Ghasem; Ullah, Farid. How to use instrumental variables in addressing endogeneity? A step-by-step procedure for non-specialists[J]. Industrial Marketing Management. 2021.
In 2016, the National Development and Reform Commission issued Development Planning for Yangtze River Delta City Cluster as a major guidance for the integrated development of the Yangtze River Delta city cluster.
References
Addor, F., & Grazioli, A. (2002). Geographical Indications beyond Wines and Spirits - A Roadmap for a Better Protection for Geographical Indications in the WTO TRIPS Agreement., 5, 865–897.
Bardaji, I., Iraizoz, B., & Rapun, M. (2009). Protected geographical indications and integration into the agribusiness system [with respect to the beef supply chain]. Agribusiness, 25(2), 198–214. https://doi.org/10.1002/agr.20198
Barham, E. (2003). Translating terroir: The global challenge of French AOC labeling. Journal of Rural Studies, 19(1), 127–138. https://doi.org/10.1016/S0743-0167(02)00052-9
Barjolle, D., Quiñones-Ruiz, X. F., Bagal, M., & Comoé, H. (2017). The role of the state for geographical indications of coffee: Case studies from Colombia and Kenya. World Development, 98, 105–119. https://doi.org/10.1016/j.worlddev.2016.12.006
Belletti, G., Marescotti, A., Sanz-Canada, J., & Vakoufaris, H. (2015). Linking protection of geographical indications to the environment: Evidence from the European Union olive-oil sector. Land Use Policy, 48, 94–106. https://doi.org/10.1016/j.landusepol.2015.05.003
Belletti, G., Marescotti, A., & Touzard, J. (2017). Geographical indications, public goods, and sustainable development: The roles of actors’ strategies and public policies. World Development, 98, 45–57. https://doi.org/10.1016/j.worlddev.2015.05.004
Berard, L., & Marchenay, P. (2006). Local products and geographical indications: Taking account of local knowledge and biodiversity. International Social Science Journal, 58(187), 109–116. https://doi.org/10.1111/j.1468-2451.2006.00592.x
Bertrand, M., Duflo, E., & Mullainathan, S. (2004). How much should we trust differences-in-differences estimates? The Quarterly Journal of Economics, 119(1), 249–275. https://www.jstor.org/stable/25098683
Biénabe, E., & Marie-Vivien, D. (2017). Institutionalizing geographical indications in southern countries: Lessons learned from Basmati and Rooibos. World Development, 98, 58–67. https://doi.org/10.1016/j.worlddev.2015.04.004
Blakeney, M. (2017). Geographical indications and environmental protection. Frontiers of Law in China, 12(2), 162–173. https://doi.org/10.3868/s050-006-017-0011-9
Boland, B. (2020). Social capital and the diffusion of learning management systems: A case study. Journal of Innovation and Entrepreneurship, 9(1), 27. https://doi.org/10.1186/s13731-020-00139-z
Boncinelli, F., Contini, C., Romano, C., Scozzafava, G., & Casini, L. (2017). Territory, environment, and healthiness in traditional food choices: Insights into consumer heterogeneity. International Food and Agribusiness Management Review, 20(1), 143–157. https://doi.org/10.22434/IFAMR2015.0177
Bowen, S. (2010). Embedding local places in global spaces: Geographical Indications as a territorial development strategy. Rural Sociology, 75(2), 209–243. https://doi.org/10.1111/j.1549-0831.2009.00007.x
Bowen, S., & Zapata, A. V. (2009). Geographical indications, terroir, and socioeconomic and ecological sustainability: The case of tequila. Journal of Rural Studies, 25(1), 108–119. https://doi.org/10.1016/j.jrurstud.2008.07.003
Cei, L., Stefani, G., Defrancesco, E., & Lombardi, G. V. (2018). Geographical indications: A first assessment of the impact on rural development in Italian NUTS3 regions. Land Use Policy, 75, 620–630. https://doi.org/10.1016/j.landusepol.2018.01.023
Dentoni, D., Menozzi, D., & Capelli, M. G. (2012). Group heterogeneity and cooperation on the geographical indication regulation: The case of the ‘Prosciutto di Parma’ Consortium. Food Policy, 37(3), 207–216. https://doi.org/10.1016/j.foodpol.2012.02.003
Deselnicu, O. C., Costanigro, M., Souza-Monteiro, D. M., & McFadden, D. T. (2013). A meta-analysis of geographical indication food valuation studies: What drives the premium for origin-based labels? Journal of Agricultural and Resource Economics, 38(2), 204–219.
Desquilbet, M., & Monier-Dilhan, S. (2015). Are geographical indications a worthy quality label? A framework with endogenous quality choice. European Review of Agricultural Economics, 42(1), 129–150. https://doi.org/10.1093/erae/jbu008
Domi, S., & Belletti, G. (2022). The role of origin products and networking on agritourism performance: The case of Tuscany. Journal of Rural Studies, 90, 113–123. https://doi.org/10.1016/j.jrurstud.2022.01.013
Egelyng, H., Bosselmann, A. S., Warui, M., Maina, F., Mburu, J., & Gyau, A. (2017). Origin products from African forests: A Kenyan pathway to prosperity and green inclusive growth? Forest Policy and Economics, 84, 38–46. https://doi.org/10.1016/j.forpol.2016.09.001
Fracarolli, G. S. (2021). Mapping online geographical indication: Agri-food markets on e-retail shelves. Agronomy-Basel, 11. https://doi.org/10.3390/agronomy11122385
Ibele, E. (2009). The nature and function of geographical indications in law. Estey Centre Journal of International Law and Trade Policy, 10(1), 36–49.
Irshad, R., & Mehr-un-Nisa, G. N. (2023). Infrastructure and economic growth: Evidence from lower middle-income countries. Journal of the Knowldege Economy., 14(1), 161–179. https://doi.org/10.1007/s13132-021-00855-1
Jean-Marc, C. (2006). Quality labels and rural development: A new economic geography approach. Cahiers D’economie Et Sociologie Rurales, 78, 31–51.
Jena, P. R., & Grote, U. (2012). Impact evaluation of traditional Basmati rice cultivation in Uttarakhand State of Northern India: What implications does it hold for geographical indications?[J]. World Development, 40(9), 1895–1907. https://doi.org/10.1016/j.worlddev.2012.04.004
Jena, P. R., Ngokkuen, C., Rahut, D. B., & Grote, U. (2015). Geographical indication protection and rural livelihoods: Insights from India and Thailand. Asian-Pacific Economic Literature, 29(1), 174–185. https://doi.org/10.1111/apel.12092
Lence, S. H., Marette, S., Hayes, D. J., & Foster, W. (2007). Collective marketing arrangements for geographically differentiated agricultural products: Welfare impacts and policy implications. American Journal of Agricultural Economics, 89(4), 947–963. https://doi.org/10.1111/j.1467-8276.2007.01036.x
Likudis, Z., Costarelli, V., & Vitoratos, A. (2014). Determination of pesticide residues in olive oils with protected geographical indication or designation of origin. International Journal of Food Science & Technology, 49(2), 484–492. https://doi.org/10.1111/ijfs.12326
Lopez-Bayon, S., Fernandez-Barcala, M., & Gonzalez-Diaz, M. (2020). In search of agri-food quality for wine: Is it enough to join a geographical indication? Agribusiness, 36(4), 568–590. https://doi.org/10.1002/agr.21665
Marie-Vivien, D., & Biénabe, E. (2017). The multifaceted role of the state in the protection of geographical indications: A worldwide review. World Development, 98, 1–11. https://doi.org/10.1016/j.worlddev.2017.04.035
Menapace, L., Colson, G., Grebitus, C., & Facendola, M. (2011). Consumers’ preferences for geographical origin labels: Evidence from the Canadian olive oil market. European Review of Agricultural Economics, 38(2), 193–212. https://doi.org/10.1093/erae/jbq051
Menapace, L., & Moschini, G. (2012). Quality certification by geographical indications, trademarks and firm reputation. European Review of Agricultural Economics, 39(4), 539–566. https://doi.org/10.1093/erae/jbr053
Neilson, J., Wright, J., & Aldimawati, L. (2018). Geographical indications and value capture in the Indonesia coffee sector. Journal of Rural Studies, 59, 35–48. https://doi.org/10.1016/j.jrurstud.2018.01.003
Nizam, D., & Tatari, M. F. (2022). Rural revitalization through territorial distinctiveness: The use of geographical indications in Turkey. Journal of Rural Studies, 93, 144–154. https://doi.org/10.1016/j.jrurstud.2020.07.002
Penker, M., Scaramuzzi, S., Edelmann, H., Belletti, G., Marescotti, A., Casabianca, F., & Quiñones-Ruiz, X. F. (2022). Polycentric structures nurturing adaptive food quality governance - Lessons learned from geographical indications in the European Union. Journal of Rural Studies, 89, 208–221. https://doi.org/10.1016/j.jrurstud.2021.11.023
Sepúlveda, W. S., Maza, M. T., Pardos, L., Fantova, E., & Mantecón, Á. R. (2010). Farmers’ attitudes towards lamb meat production under a Protected Geographical Indication. Small Ruminant Research, 94(1–3), 90–97. https://doi.org/10.1016/j.smallrumres.2010.07.005
Sgroi, F. (2021). Territorial development models: A new strategic vision to analyze the relationship between the environment, public goods and geographical indications. Science of the Total Environment, 787(147585). https://doi.org/10.1016/j.scitotenv.2021.147585
Staten, T. L. (2005). Geographical indications protection under the TRIPS Agreement: Uniformity not extension. Journal of the Patent and Trademark Office Society, 87, 6–11.
Suh, J., & MacPherson, A. (2007). The impact of geographical indication on the revitalization of a regional economy: A case study of ‘Boseong’ green tea. Area, 39(4), 518–527. https://doi.org/10.1111/j.1475-4762.2007.00765.x
Tashiro, A., Uchiyama, Y., & Kohsaka, R. (2019). Impact of Geographical Indication schemes on traditional knowledge in changing agricultural landscapes: An empirical analysis from Japan. Journal of Rural Studies, 68, 46–53. https://doi.org/10.1016/j.jrurstud.2019.03.014
Ullah, S., Zaefarian, G., & Ullah, F. (2021). How to use instrumental variables in addressing endogeneity? A step-by-step procedure for non-specialists. Industrial Marketing Management, 96, A1–A6. https://doi.org/10.1016/j.indmarman.2020.03.006
Vecchio, Y., Iddrisu, A. L., Adinolfi, F., & De Rosa, M. (2020). Geographical indication to build up resilient rural economies: A case study from Ghana. Sustainability, 12(5), e2052. https://doi.org/10.3390/su12052052
Wang, H. Y., Anh, D. T., & Moustier, P. (2021a). The benefits of geographical indication certification through farmer organizations on low-income farmers: The case of Hoa Vang sticky rice in Vietnam. Cahiers Agricultures, 30, 1–8. https://doi.org/10.1051/cagri/2021032
Wang, J. Y., Xue Y. J., Wang, P., Chen, J. C., Yao L. (2021b). Participation mode and production efficiency enhancement mechanism of Geographical Indication products in rural areas: A meta-frontier analysis. Physics and Chemistry of the Earth 121, N.PAG. https://doi.org/10.1016/j.pce.2021.102982
Wang, K., Lei, L., Qiu, S., & Guo, S. (2020). Policy performance of green lighting industry in China: A DID analysis from the perspective of energy conservation and emission reduction. Energies, 13(22), 5855. https://doi.org/10.3390/en13225855
Williams, R. M., & Penker, M. (2009). Do geographical indications promote sustainable rural development. Journal of the Austrian Society of Agricultural Economics, 18(3). http://hdl.handle.net/10182/585
Winfree, J. A., & Mccluskey, J. J. (2005). Collective reputation and quality. American Journal of Agricultural Economics, 87(1), 206–213. https://doi.org/10.1111/j.0002-9092.2005.00712.x
Wing, C., Simon, K., & Bello-Gomez, R. A. (2018). Designing difference in difference studies: Best practices for public health policy research. Annual Review of Public Health, 39, 453–469. https://doi.org/10.1146/annurev-publhealth-040617-013507
Wongprawmas, R., & Canavari, M. (2017). Consumers’ willingness-to-pay for food safety labels in an emerging market: The case of fresh produce in Thailand. Food Policy, 69, 25–34. https://doi.org/10.1016/j.foodpol.2017.03.004
Zhan, H. B., Liu, S. F., & Yu, J. L. (2017). Research on factors influencing consumers’ loyalty towards geographical indication products based on grey incidence analysis. Grey Systems-Theory and Application, 7, 397–407. https://doi.org/10.1108/GS-10-2016-0037
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Hongkai Qie was responsible for study conception and design. Hui Chen was responsible for data collection and analysis. Yong Lu was responsible for interpretation of results. Xiaoyu Zhao was responsible for the project administration. Zhiwei Wang was responsible for draft manuscript preparation. All authors reviewed the results and approved the final version of the manuscript.
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Qie, H., Chen, H., Lu, Y. et al. Evaluating the Impact of Agricultural Product Geographical Indication Program on Rural Income: A Case Study of the Yangtze River Delta Region in China. J Knowl Econ (2024). https://doi.org/10.1007/s13132-024-01935-8
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DOI: https://doi.org/10.1007/s13132-024-01935-8