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The impact of Chinese imports of soybean on port infrastructure in Brazil: A study based on the concept of the “Bullwhip Effect”

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  • de Lima, Daruichi Pereira
  • Fioriolli, José Carlos
  • Padula, Antonio Domingos
  • Pumi, Guilherme

Abstract

Brazil is a continental country and the major soybean production areas are located far from the ports. Thus, the storage, transport and port infrastructure represent an important factor in the export of the product. China is the largest importer of Brazilian soybean, with monthly and yearly volumes variability. This study aims to identify the impact of the variation in export volumes of soybean to China on the Brazilian port infrastructure, exploiting the concept of the ‘bullwhip’ effect (BE). Data on the export volumes of the five largest soybean-producing States is used to calculate the extent of the bullwhip effect caused by the demands for port services from these producer States on the main exporting ports. Beyond the variability of Chinese demand, climatic conditions contributed to produce bullwhip effect up to 2.0 in 2011, causing pressure on the ports of Santos and Paranagua. The research results suggest that to reduce the bullwhip effects provoked by the Midwest Producers-States, it will be necessary to design informational and coordination mechanisms to integrate the logistical agents involved in the export process and to invest on infrastructure (storage capacity).

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  • de Lima, Daruichi Pereira & Fioriolli, José Carlos & Padula, Antonio Domingos & Pumi, Guilherme, 2018. "The impact of Chinese imports of soybean on port infrastructure in Brazil: A study based on the concept of the “Bullwhip Effect”," Journal of Commodity Markets, Elsevier, vol. 9(C), pages 55-76.
    • Handle: RePEc:eee:jocoma:v:9:y:2018:i:c:p:55-76
    DOI: 10.1016/j.jcomm.2017.11.001
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    as
    1. Zhang, Xiaolong, 2004. "The impact of forecasting methods on the bullwhip effect," International Journal of Production Economics, Elsevier, vol. 88(1), pages 15-27, March.
    2. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 2004. "Comments on "Information Distortion in a Supply Chain: The Bullwhip Effect"," Management Science, INFORMS, vol. 50(12_supple), pages 1887-1893, December.
    3. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 2004. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 50(12_supple), pages 1875-1886, December.
    4. Ouyang, Yanfeng, 2007. "The effect of information sharing on supply chain stability and the bullwhip effect," European Journal of Operational Research, Elsevier, vol. 182(3), pages 1107-1121, November.
    5. Michael J. Roberts & Wolfram Schlenker, 2013. "Identifying Supply and Demand Elasticities of Agricultural Commodities: Implications for the US Ethanol Mandate," American Economic Review, American Economic Association, vol. 103(6), pages 2265-2295, October.
    6. An, Kun & Ouyang, Yanfeng, 2016. "Robust grain supply chain design considering post-harvest loss and harvest timing equilibrium," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 88(C), pages 110-128.
    7. Nicholas Kaldor, 1934. "A Classificatory Note on the Determinateness of Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(2), pages 122-136.
    8. Song, Baohui & Marchant, Mary A. & Reed, Michael R. & Xu, Shuang, 2009. "Competitive Analysis and Market Power of China’s Soybean Import Market," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 12(1), pages 1-22, February.
    9. Towill, Denis R. & Zhou, Li & Disney, Stephen M., 2007. "Reducing the bullwhip effect: Looking through the appropriate lens," International Journal of Production Economics, Elsevier, vol. 108(1-2), pages 444-453, July.
    10. Westerhoff, Frank & Wieland, Cristian, 2010. "A behavioral cobweb-like commodity market model with heterogeneous speculators," Economic Modelling, Elsevier, vol. 27(5), pages 1136-1143, September.
    11. Sucky, Eric, 2009. "The bullwhip effect in supply chains--An overestimated problem?," International Journal of Production Economics, Elsevier, vol. 118(1), pages 311-322, March.
    12. Isaksson, Olov H.D. & Seifert, Ralf W., 2016. "Quantifying the bullwhip effect using two-echelon data: A cross-industry empirical investigation," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 311-320.
    13. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
    14. Brent Hueth, 2000. "The Goals of U.S. Agricultural Policy: A Mechanism Design Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 14-24.
    15. Mundlak, Yair & Larson, Donald F, 1992. "On the Transmission of World Agricultural Prices," The World Bank Economic Review, World Bank, vol. 6(3), pages 399-422, September.
    16. Dejonckheere, J. & Disney, S. M. & Lambrecht, M. R. & Towill, D. R., 2004. "The impact of information enrichment on the Bullwhip effect in supply chains: A control engineering perspective," European Journal of Operational Research, Elsevier, vol. 153(3), pages 727-750, March.
    17. Disney, S.M. & Farasyn, I. & Lambrecht, M. & Towill, D.R. & de Velde, W. Van, 2006. "Taming the bullwhip effect whilst watching customer service in a single supply chain echelon," European Journal of Operational Research, Elsevier, vol. 173(1), pages 151-172, August.
    18. Sterman, John D., 1989. "Misperceptions of feedback in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(3), pages 301-335, June.
    19. Khalid Bichou & Richard Gray, 2004. "A logistics and supply chain management approach to port performance measurement," Maritime Policy & Management, Taylor & Francis Journals, vol. 31(1), pages 47-67, January.
    20. Geary, S. & Disney, S.M. & Towill, D.R., 2006. "On bullwhip in supply chains--historical review, present practice and expected future impact," International Journal of Production Economics, Elsevier, vol. 101(1), pages 2-18, May.
    21. Wright, David & Yuan, Xin, 2008. "Mitigating the bullwhip effect by ordering policies and forecasting methods," International Journal of Production Economics, Elsevier, vol. 113(2), pages 587-597, June.
    22. Robert L. Bray & Haim Mendelson, 2012. "Information Transmission and the Bullwhip Effect: An Empirical Investigation," Management Science, INFORMS, vol. 58(5), pages 860-875, May.
    23. John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
    24. Agrawal, Sunil & Sengupta, Raghu Nandan & Shanker, Kripa, 2009. "Impact of information sharing and lead time on bullwhip effect and on-hand inventory," European Journal of Operational Research, Elsevier, vol. 192(2), pages 576-593, January.
    25. Wang, Grace W.Y. & Zeng, Qingcheng & Li, Kevin & Yang, Jinglei, 2016. "Port connectivity in a logistic network: The case of Bohai Bay, China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 341-354.
    26. Mordecai Ezekiel, 1938. "The Cobweb Theorem," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 52(2), pages 255-280.
    27. Tatiane Almeida Menezes & Marie-Gabrielle Piketty, 2011. "Towards a better estimation of agricultural supply elasticity: the case of soybean in Brazil," Post-Print hal-00717977, HAL.
    28. Carter, Colin A. & Chalfant, James A. & Yavapolkul, Navin & Carroll, Christine L., 2016. "International commodity trade, transport costs, and product differentiation," Journal of Commodity Markets, Elsevier, vol. 1(1), pages 65-76.
    29. Disney, S. M. & Towill, D. R., 2003. "The effect of vendor managed inventory (VMI) dynamics on the Bullwhip Effect in supply chains," International Journal of Production Economics, Elsevier, vol. 85(2), pages 199-215, August.
    30. Machuca, José A. D. & Barajas, Rafael P., 2004. "The impact of electronic data interchange on reducing bullwhip effect and supply chain inventory costs," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(3), pages 209-228, May.
    31. Mario A. Margarido & Frederico A. Turolla & Carlos R. F. Bueno, 2007. "The world market for soybeans: price transmission into Brazil and effects from the timing of crop and trade," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 17(2), pages 241-270, May-Augus.
    32. Bayraktar, Erkan & Lenny Koh, S.C. & Gunasekaran, A. & Sari, Kazim & Tatoglu, Ekrem, 2008. "The role of forecasting on bullwhip effect for E-SCM applications," International Journal of Production Economics, Elsevier, vol. 113(1), pages 193-204, May.
    33. Wang, Xun & Disney, Stephen M., 2016. "The bullwhip effect: Progress, trends and directions," European Journal of Operational Research, Elsevier, vol. 250(3), pages 691-701.
    34. Frank Chen & Zvi Drezner & Jennifer K. Ryan & David Simchi-Levi, 2000. "Quantifying the Bullwhip Effect in a Simple Supply Chain: The Impact of Forecasting, Lead Times, and Information," Management Science, INFORMS, vol. 46(3), pages 436-443, March.
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