IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/51677.html
   My bibliography  Save this paper

Trade Performance and Potential of the Philippines: An Application of Stochastic Frontier Gravity Model

Author

Listed:
  • Deluna, Roperto Jr

Abstract

This study was conducted to investigate the issue of what Philippine merchandise trade flows would be if countries operated at the frontier of the gravity model. The study sought to estimate the coefficients of the gravity model. The estimated coefficients were used to estimate merchandise export potentials and technical efficiency of each country in the sample and these were also aggregated to measure impact of country groups, RTAs and inter-regional trading agreements. Result of the study shows that technical efficiency for all sample countries is relatively large with standard deviation from the mean of 35.02% suggesting that the frontier is not so distant. The most efficient countries in the sample which recorded more than 90% efficiency were Canada, Australia, New Zealand, USA, Singapore, Denmark, Hongkong, Sweden and UK. In terms of country groups, RTA and Inter-regional trading agreements, APEC recorded as the most efficient trade agreement of the Philippines. The Philippines was also able to established strong link among countries in East Asia, members of AFTA. ASEAN and EU posed export potential. In a country level, China and members of the ASEAN such as Vietnam, Indonesia, Thailand, Cambodia and Malaysia posed the highest export potential for merchandise exports. The significant determinants of these potentials are the expanding market of developing economies and lower trade cost. Then dominance of APEC countries in trade efficiency was verified by the result of the trade inefficiency effect model. Factors reducing technical inefficiencies were membership to APEC, reduction of corruption, and freer business environment. Membership to ASEAN and WTO turns out insignificant in reducing trade inefficiencies of the Philippine exports to member countries.

Suggested Citation

  • Deluna, Roperto Jr, 2013. "Trade Performance and Potential of the Philippines: An Application of Stochastic Frontier Gravity Model," MPRA Paper 51677, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:51677
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/51677/1/MPRA_paper_51677.pdf
    File Function: original version
    Download Restriction: no
    File URL: https://mpra.ub.uni-muenchen.de/53603/8/MPRA_paper_53603.pdf
    File Function: revised version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kalirajan, K P & Shand, R T, 1999. "Frontier Production Functions and Technical Efficiency Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 13(2), pages 149-172, April.
    2. Drysdale, Peter & Garnaut, Ross, 1982. "Trade Intensities and the Analysis of Bilateral Trade Flows in a Many-Country World : A Survey," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 22(2), pages 62-84, February.
    3. Kabir, Mahfuz & Salim, Ruhul, 2010. "Can Gravity Model Explain BIMSTEC’s Trade?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 144-166.
    4. 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..
    5. Shang-Jin Wei, 1996. "Intra-National versus International Trade: How Stubborn are Nations in Global Integration?," NBER Working Papers 5531, National Bureau of Economic Research, Inc.
    6. Tomasz Brodzicki, 2009. "Extended Gravity Panel Data Model of Polish Foreign Trade," Working Papers of Economics of European Integration Division 0901, The Univeristy of Gdansk, Faculty of Economics, Economics of European Integration Division.
    7. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    8. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    9. Peter Egger, 2002. "An Econometric View on the Estimation of Gravity Models and the Calculation of Trade Potentials," The World Economy, Wiley Blackwell, vol. 25(2), pages 297-312, February.
    10. Ekanayake, E. M. & Mukherjee, Amit, 2010. "Trade Blocks and the Gravity Model: A Study of Economic Integration among Asian Developing Countries," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 627-643.
    11. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    12. 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.
    13. Heejoon Kang & Michele Fratianni, 2006. "International Trade Efficiency, the Gravity Equation, and the Stochastic Frontier," Working Papers 2006-08, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    14. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    15. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 15(30), pages 08-45.
    16. Kalirajan, K.P., 2000. "Indian Ocean Rim Association for Regional Cooperation (IOR-ARC): Impact on Australia’s Trade," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 15, pages 533-547.
    17. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    18. Shiro Armstrong & Peter Drysdale & Kaliappa Kalirajan, 2008. "Asian Trade Structures and Trade Potential : An Initial Analysis of South and East Asian Trade," EABER Working Papers 21753, East Asian Bureau of Economic Research.
    19. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    20. Oleksandr Shepotylo, 2009. "Gravity with zeros: estimating trade potential of CIS countries," Discussion Papers 16, Kyiv School of Economics.
    21. Yongcheol Shin & Laura Serlenga, 2007. "Gravity models of intra-EU trade: application of the CCEP-HT estimation in heterogeneous panels with unobserved common time-specific factors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 361-381.
    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. Xu Wang & Ryan P. Badman, 2016. "A Multifaceted Panel Data Gravity Model Analysis of Peru's Foreign Trade," Papers 1612.01155, arXiv.org.
    2. Swapan K. Bhattacharya & Gouranga G. Das, 2014. "Can South–South Trade Agreements Reduce Development Deficits?," Journal of South Asian Development, , vol. 9(3), pages 253-285, December.
    3. Henry Chun Kwok Lei, 2017. "The Closer Economic Partnership Arrangement (CEPA) and its impacts on the export efficiency of Hong Kong and Macao," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 15(2), pages 141-163, April.
    4. Xu WANG & Ryan P. BADMAN, 2016. "A Multifaceted Panel Data Gravity Model Analysis of Peru’s Foreign Trade," Turkish Economic Review, KSP Journals, vol. 3(4), pages 562-577, December.

    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. Deluna, Roperto Jr & Cruz, Edgardo, 2014. "Philippine Export Efficiency and Potential: An Application of Stochastic Frontier Gravity Model," MPRA Paper 53580, University Library of Munich, Germany.
    2. Claudio Candia Campano & Medardo Aguirre González & Lilliam Antón López & Javier Beltrán Valdebenito, 2018. "A gravity model of trade for Nicaraguan agricultural exports," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, vol. 37(74), pages 391-428, July.
    3. A Salim, Ruhu & Mahfuz Kabir, Mohammad, 2011. "Does More Trade Potential Remain in Arab States of the Gulf ?," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 26, pages 217-243.
    4. Claudio Candia Campano & Medardo Aguirre González & Lilliam Antón López & Javier Beltrán Valdebenito, 2018. "A gravity model of trade for Nicaraguan agricultural exports," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, vol. 37(74), pages 391-428, July.
    5. Shahbaz Nasir & Kaliappa Kalirajan, 2016. "Information and Communication Technology-Enabled Modern Services Export Performances of Asian Economies," Asian Development Review, MIT Press, vol. 33(1), pages 1-27, March.
    6. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    7. Geetha Ravishankar Author name: Marie Stack, 2013. "The Gravity Model and Trade Efficiency: A Stochastic Frontier Analysis of Potential Trade," NBS Discussion Papers in Economics 2013/04, Economics, Nottingham Business School, Nottingham Trent University.
    8. Khan, Imran Ullah & Kalirajan, Kaliappa, 2011. "The impact of trade costs on exports: An empirical modeling," Economic Modelling, Elsevier, vol. 28(3), pages 1341-1347, May.
    9. Evelyn S. Devadason & Shujaat Mubarik, 2020. "ASEAN and the EU: an assessment of interregional trade potentials," International Economics and Economic Policy, Springer, vol. 17(3), pages 705-726, July.
    10. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    11. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    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. Shiro Armstrong, 2007. "Measuring Trade and Trade Potential: A Survey," Asia Pacific Economic Papers 368, Australia-Japan Research Centre, Crawford School of Public Policy, The Australian National University.
    14. Dinda, Soumyananda, 2011. "Climate Change and Development: Trade Opportunities of Climate Smart Goods and Technologies in Asia," MPRA Paper 34883, University Library of Munich, Germany, revised Nov 2011.
    15. Márquez-Ramos , Laura, 2016. "Regionalism, subnational variation and gravity: A four-country tale," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 35, pages 7-36.
    16. 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.
    17. 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.
    18. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    19. Adu, Raymond & Litsios, Ioannis & Baimbridge, Mark, 2022. "ECOWAS single currency: Prospective effects on trade," Journal of International Money and Finance, Elsevier, vol. 126(C).
    20. Shahriar Kabir & Ruhul Salim, 2016. "Can A Common Currency Induce Intra-Regional Trade? The Southeast Asian Perspective," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 28(3), pages 218-234, November.
    21. Mohd Hussain Kunroo & Irfan Ahmad Sofi & Naushad Ali Azad, 2016. "Trade implications of the Euro in EMU countries: a panel gravity analysis," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(2), pages 391-413, May.
    22. repec:hal:spmain:info:hdl:2441/10187 is not listed on IDEAS
    23. Farha Fatema & Mohammad Monirul Islam, 2020. "Driving Forces of Marine Fisheries and Seafood Export of Bangladesh: Augmented Gravity Model Approach," Asian Journal of Economic Modelling, Asian Economic and Social Society, vol. 8(2), pages 106-122, June.

    More about this item

    Keywords

    Merchandise exports; Gravity; Stochastic; export potential; Philippine Trade;
    All these keywords.

    JEL classification:

    • F0 - International Economics - - General
    • F1 - International Economics - - Trade
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F15 - International Economics - - Trade - - - Economic Integration
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance
    • F47 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Forecasting and Simulation: Models and Applications

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:51677. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.