IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v10y2020i8p338-d395614.html
   My bibliography  Save this article

The Impact of Logistics Performance on Argentina, Brazil, and the US Soybean Exports from 2012 to 2018: A Gravity Model Approach

Author

Listed:
  • João Gilberto Mendes dos Reis

    (Postgraduate Program in Production Engineering and Postgraduate Program in Business Administration, Universidade Paulista—UNIP, Dr. Bacelar street 1212, São Paulo 04026-002, Brazil
    Postgraduate Program in Agribusiness, Universidade Federal da Grande Dourados, Dourados 79804-970, Brazil)

  • Pedro Sanches Amorim

    (Department of Industrial Engineering and Management, Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal)

  • José António Sarsfield Pereira Cabral

    (Department of Industrial Engineering and Management, Faculdade de Engenharia, Universidade do Porto, 4200-465 Porto, Portugal)

  • Rodrigo Carlo Toloi

    (Instituto Federal de Mato Grosso, Rondonópolis 78721-520, Brazil)

Abstract

Soybean is one of the main sources of protein directly and indirectly in human nutrition, and it is highly dependent on logistics to connect country growers and international markets. Although recent studies deal with the impact of logistics on international trade, this impact in agricultural commodities is still an open research question. Moreover, these studies usually do not consider the influence of all components of the logistics on trade. This paper, therefore, aims at identifying the role of logistics performance in soybean exports among Argentina, Brazil, the US and their trading partners from 2012 to 2018. Using an extended gravity model, we examine whether the indicators of the World Bank Logistics Performance Index (LPI), adopted as a proxy of logistics efficiency, are an important determinant of bilateral soybean trade facilitation. The results lead to the conclusion that it is necessary to analyze the LPI throughout its indicators because they may affect trade differently. The novelty of this article is to provide an analysis of the impact of different logistics aspects on commodity trade, more specifically in the soybean case. Finally, regarding the model results, logistics infrastructure has a positive and significant correlation with soybean trade as supposed in most of the literature.

Suggested Citation

  • João Gilberto Mendes dos Reis & Pedro Sanches Amorim & José António Sarsfield Pereira Cabral & Rodrigo Carlo Toloi, 2020. "The Impact of Logistics Performance on Argentina, Brazil, and the US Soybean Exports from 2012 to 2018: A Gravity Model Approach," Agriculture, MDPI, vol. 10(8), pages 1-21, August.
    • Handle: RePEc:gam:jagris:v:10:y:2020:i:8:p:338-:d:395614
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/10/8/338/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/10/8/338/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Luisa Mart𓐊Author-X-Name-First: Luisa & Leandro Garc𨀍, 2014. "The importance of the Logistics Performance Index in international trade," Applied Economics, Taylor & Francis Journals, vol. 46(24), pages 2982-2992, August.
    2. Rosa Puertas & Luisa Martí & Leandro García, 2014. "Logistics performance and export competitiveness: European experience," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(3), pages 467-480, August.
    3. Christopher Adam & David Cobham, 2007. "Exchange Rate Regimes And Trade," Manchester School, University of Manchester, vol. 75(s1), pages 44-63, September.
    4. Elisabeth Christen & Michael Pfaffermayr & Yvonne Wolfmayr, 2019. "Trade Costs in Services: Firm Survival, Firm Growth and Implied Changes in Employment," CESifo Working Paper Series 8008, CESifo.
    5. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    6. Dimitrios Dadakas & Salim Ghazvini Kor & Scott Fargher, 2020. "Examining the trade potential of the UAE using a gravity model and a Poisson pseudo maximum likelihood estimator," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(5), pages 619-646, July.
    7. Luisa Marti & Rosa Puertas & Leandro García, 2014. "Relevance of trade facilitation in emerging countries' exports," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 23(2), pages 202-222, March.
    8. Clark, Ximena & Dollar, David & Micco, Alejandro, 2004. "Port efficiency, maritime transport costs, and bilateral trade," Journal of Development Economics, Elsevier, vol. 75(2), pages 417-450, December.
    9. Alan V. Deardorff, 2011. "Determinants of Bilateral Trade: Does Gravity Work in a Neoclassical World?," World Scientific Book Chapters, in: Robert M Stern (ed.), Comparative Advantage, Growth, And The Gains From Trade And Globalization A Festschrift in Honor of Alan V Deardorff, chapter 24, pages 267-293, World Scientific Publishing Co. Pte. Ltd..
    10. Daniel Saslavsky & Ben Shepherd, 2014. "Facilitating international production networks: The role of trade logistics," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 23(7), pages 979-999, October.
    11. Martinez-Zarzoso, Inmaculada & Nowak-Lehmann, Felicitas, 2003. "Augmented Gravity Model: An Empirical Application to Mercosur-European Union Trade Flows," Journal of Applied Economics, Universidad del CEMA, vol. 6(2), pages 1-26, November.
    12. Juyoung Cheong & Do Won Kwak & Kam Ki Tang, 2014. "The WTO puzzle, multilateral resistance terms and multicollinearity," Applied Economics Letters, Taylor & Francis Journals, vol. 21(13), pages 928-933, September.
    13. Nguyen, Hong-Oanh & Tongzon, Jose, 2010. "Causal nexus between the transport and logistics sector and trade: The case of Australia," Transport Policy, Elsevier, vol. 17(3), pages 135-146, May.
    14. Önsel Ekici, Şule & Kabak, Özgür & Ülengin, Füsun, 2016. "Linking to compete: Logistics and global competitiveness interaction," Transport Policy, Elsevier, vol. 48(C), pages 117-128.
    15. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    16. Kabak, Özgür & Ülengin, Füsun & Önsel Ekici, Şule, 2018. "Connecting logistics performance to export: A scenario-based approach," Research in Transportation Economics, Elsevier, vol. 70(C), pages 69-82.
    17. Coşar, A. Kerem & Demir, Banu, 2016. "Domestic road infrastructure and international trade: Evidence from Turkey," Journal of Development Economics, Elsevier, vol. 118(C), pages 232-244.
    18. Baier, Scott L. & Bergstrand, Jeffrey H., 2009. "Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation," Journal of International Economics, Elsevier, vol. 77(1), pages 77-85, February.
    19. Ricardo J Sánchez & Jan Hoffmann & Alejandro Micco & Georgina V Pizzolitto & Martín Sgut & Gordon Wilmsmeier, 2003. "Port Efficiency and International Trade: Port Efficiency as a Determinant of Maritime Transport Costs," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(2), pages 199-218, June.
    20. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    21. Andrzej Cieślik, 2009. "Bilateral trade volumes, the gravity equation and factor proportions," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 18(1), pages 37-59.
    22. Bergstrand, Jeffrey H, 1989. "The Generalized Gravity Equation, Monopolistic Competition, and the Factor-Proportions Theory in International Trade," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 143-153, February.
    23. Gil Montant, 2020. "The Determinants of Intra-Oceanian Imports from 2001 to 2015: A Panel Gravity Model Approach," Post-Print hal-03699220, HAL.
    24. Reis, João Gilberto Mendes dos & Vendrametto, Oduvaldo & Naas, Irenilza de Alencar & Costabile, Lucio Tadeu & Machado, Sivanilza Teixeira, 2016. "Avaliação das Estratégias de Comercialização do Milho em MS Aplicando o Analytic Hierarchy Process (AHP)," Brazilian Journal of Rural Economy and Sociology (Revista de Economia e Sociologia Rural-RESR), Sociedade Brasileira de Economia e Sociologia Rural, vol. 54(1), pages 1-16, March.
    25. Bensassi, Sami & Márquez-Ramos, Laura & Martínez-Zarzoso, Inmaculada & Suárez-Burguet, Celestino, 2015. "Relationship between logistics infrastructure and trade: Evidence from Spanish regional exports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 47-61.
    26. Christopher Adam & David Cobham, 2007. "Modelling multilateral trade resistance in a gravity model with exchange rate regimes," CDMA Conference Paper Series 0702, Centre for Dynamic Macroeconomic Analysis.
    27. Gil Montant, 2020. "The Determinants of Intra-Oceanian Imports from 2001 to 2015: A Panel Gravity Model Approach," The International Trade Journal, Taylor & Francis Journals, vol. 34(3), pages 297-318, May.
    28. de Frutos, Pablo & Rodriguez-Prado, Beatriz & Latorre, Joaquín & Martinez-Peña, Fernando, 2019. "A Gravity Model to Explain Flows of Wild Edible Mushroom Picking. A Panel Data Analysis," Ecological Economics, Elsevier, vol. 156(C), pages 164-173.
    29. Egger, Peter, 2000. "A note on the proper econometric specification of the gravity equation," Economics Letters, Elsevier, vol. 66(1), pages 25-31, January.
    30. Areej Aftab Siddiqui & San Vita, 2021. "Impact of Logistics Performance on Trade with Specific Reference to Garment Sector in Cambodia, Bangladesh and India," Global Business Review, International Management Institute, vol. 22(2), pages 517-531, April.
    31. Reis, Silvia Araújo & Leal, José Eugenio, 2015. "A deterministic mathematical model to support temporal and spatial decisions of the soybean supply chain," Journal of Transport Geography, Elsevier, vol. 43(C), pages 48-58.
    32. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marley Nunes Vituri Toloi & Silvia Helena Bonilla & Rodrigo Carlo Toloi & Helton Raimundo Oliveira Silva & Irenilza de Alencar Nääs, 2021. "Development Indicators and Soybean Production in Brazil," Agriculture, MDPI, vol. 11(11), pages 1-15, November.
    2. Emerson Rodolfo Abraham & João Gilberto Mendes dos Reis & Oduvaldo Vendrametto & Pedro Luiz de Oliveira Costa Neto & Rodrigo Carlo Toloi & Aguinaldo Eduardo de Souza & Marcos de Oliveira Morais, 2020. "Time Series Prediction with Artificial Neural Networks: An Analysis Using Brazilian Soybean Production," Agriculture, MDPI, vol. 10(10), pages 1-18, October.
    3. Eduardo Rodrigues Sanguinet & Augusto Mussi Alvim, 2024. "The effects of the EU-MERCOSUR agreement on bilateral trade: the role of Brexit," International Economics and Economic Policy, Springer, vol. 21(1), pages 227-249, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wessel, Jan, 2019. "Evaluating the transport-mode-specific trade effects of different transport infrastructure types," Transport Policy, Elsevier, vol. 78(C), pages 42-57.
    2. Sushil Kumar & Shahid Ahmed, 2015. "Gravity Model by Panel Data Approach," Foreign Trade Review, , vol. 50(4), pages 233-249, November.
    3. Michele Fratianni & Francesco Marchionne, 2011. "The Limits to Integration," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume I, chapter 9, Edward Elgar Publishing.
    4. Hanh Vu Thi, 2015. "Essays on the Export Performance of Vietnam/Essais sur la Performance à l'Exportation du Vietnam," ULB Institutional Repository 2013/216765, ULB -- Universite Libre de Bruxelles.
    5. Cardamone, Paola, 2007. "A Survey of the Assessments of the Effectiveness of Preferential Trade Agreements using Gravity Models," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 60(4), pages 421-473.
    6. Kareem, Fatima Olanike & Martinez-Zarzoso, Inmaculada & Brümmer, Bernhard, 2016. "Fitting the Gravity Model when Zero Trade Flows are Frequent: a Comparison of Estimation Techniques using Africa's Trade Data," GlobalFood Discussion Papers 230588, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    7. Simone Juhasz Silva & Douglas Nelson, 2012. "Does Aid Cause Trade? Evidence from an Asymmetric Gravity Model," The World Economy, Wiley Blackwell, vol. 35(5), pages 545-577, May.
    8. Dreyer, Heiko, 2014. "Misaligned distance: Why distance can have a positive effect on trade in agricultural," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170455, Agricultural and Applied Economics Association.
    9. Ghulam Shabbir & Amjad Naveed & Muhammad Ali Khan & Shabib Haider Syed, 2022. "Does Peace Promote Bilateral Trade Flows? An Economic Analysis of Panel Data in Asian Perspective," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 64(1), pages 143-158, March.
    10. Laura Márquez-Ramos & Inmaculada Martínez-Zarzoso & Eva Pérez-García & Gordon Wilmsmeier, 2011. "“Special Issue on Latin-American Research” Maritime Networks, Services Structure and Maritime Trade," Networks and Spatial Economics, Springer, vol. 11(3), pages 555-576, September.
    11. Lionel Fontagné & Michaël Pajot & Jean-Michel Pasteels, 2002. "Potentiels de commerce entre économies hétérogènes : un petit mode d'emploi des modèles de gravité," Economie & Prévision, La Documentation Française, vol. 0(1), pages 115-139.
    12. Shumilov, Andrei, 2016. "Особенности Оценивания Гравитационных Моделей Международной Торговли [Estimating Gravity Models of International Trade: A Survey]," MPRA Paper 75371, University Library of Munich, Germany.
    13. Kleimeier, S. & Sander, H. & Heuchemer, S., 2014. "The resurgence of cultural borders in international finance during the financial crisis: Evidence from Eurozone cross-border depositing," Research Memorandum 013, Maastricht University, Graduate School of Business and Economics (GSBE).
    14. Estrella Gómez-Herrera, 2013. "Comparing alternative methods to estimate gravity models of bilateral trade," Empirical Economics, Springer, vol. 44(3), pages 1087-1111, June.
    15. Deepak Kumar & Shubham Kumar & Keya Sengupta & Tapas K. Giri, 2022. "Examining the Role of Policy and Cultural Determinants on Sectoral Export Competitiveness: Evidences from India," Global Business Review, International Management Institute, vol. 23(3), pages 694-709, June.
    16. Martínez-Zarzoso, Inmaculada & Felicitas, Nowak-Lehmann D. & Horsewood, Nicholas, 2009. "Are regional trading agreements beneficial?: Static and dynamic panel gravity models," The North American Journal of Economics and Finance, Elsevier, vol. 20(1), pages 46-65, March.
    17. Shumilov, Andrei, 2017. "Оценивание Гравитационных Моделей Международной Торговли: Обзор Основных Подходов [Estimating gravity models of international trade: a survey of methods]," MPRA Paper 79790, University Library of Munich, Germany.
    18. Sally Milton & M A B Siddique, 2014. "Trade Creation and Diversion Under the Thailand-Australia Free Trade Agreement (TAFTA)," Economics Discussion / Working Papers 14-26, The University of Western Australia, Department of Economics.
    19. Inmaculada Martínez-Zarzoso & Felicitas Nowak-Lehmann D. & Nicholas Horsewood, 2006. "Effects of Regional Trade Agreements Using a Static and Dynamic Gravity Equation," Ibero America Institute for Econ. Research (IAI) Discussion Papers 149, Ibero-America Institute for Economic Research.
    20. Bensassi, Sami & Márquez-Ramos, Laura & Martínez-Zarzoso, Inmaculada & Suárez-Burguet, Celestino, 2015. "Relationship between logistics infrastructure and trade: Evidence from Spanish regional exports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 47-61.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:10:y:2020:i:8:p:338-:d:395614. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.