IDEAS home Printed from https://ideas.repec.org/a/lje/journl/v18y2013i1p93-116.html
   My bibliography  Save this article

The Export Supply Response ofMangoes: A Cointegration and Causality Analysis

Author

Listed:
  • Abdul Ghafoor

    (Assistant Professor, Institute of Business Management Sciences, Faculty of Agricultural Economics and Rural Sociology, University of Agriculture, Faisalabad.)

  • Khalid Mushtaq

    (Agricultural Economist, Rural Finance Resource Centre, National Institute of Banking and Finance in Islamabad.)

  • Abedullah

    (Institute of Business Management Sciences, Faculty of Agricultural Economics and Rural Sociology, University of Agriculture, Faisalabad.)

Abstract

This paper analyzes the impact of major factors on the export of mangoes from Pakistan. We use a cointegration approach and error correction mechanism applied to data for the period 1970–2005. Mango exports are regressed against the index of relative prices of mango exports (2000 = 100), the quantity of domestic mango production, real agricultural gross domestic product (GDP), the length of all-weather roads, and international standardization, i.e., the impact of the World Trade Organization agreement. The results of the augmented Dickey-Fuller test reveal that all the data series are I(1). Applying Johansen’s test shows that the highest elasticity coefficients are found for mango production in the short and long run, followed by real agricultural GDP. The Granger causality test points to the bi-directional causality of mango exports with the relative price index and all-weather roads, and unidirectional causality with real agricultural GDP and mango production. The study recommends promoting proper orchard management, developing the appropriate infrastructure, and stabilizing export prices to increase mango exports from Pakistan.

Suggested Citation

  • Abdul Ghafoor & Khalid Mushtaq & Abedullah, 2013. "The Export Supply Response ofMangoes: A Cointegration and Causality Analysis," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 18(1), pages 93-116, Jan-June.
  • Handle: RePEc:lje:journl:v:18:y:2013:i:1:p:93-116
    as

    Download full text from publisher

    File URL: http://121.52.153.179/JOURNAL/LJE%20Vol%2018-1/05%20Ghafoor,%20Mushtaq%20and%20Abedullah%20.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Islam, Nurul, 1990. "Horticultural exports of developing countries: past performances, future prospects, and policy issues," Research reports 80, International Food Policy Research Institute (IFPRI).
    2. Usman Haleem & Khalid Mushtaq & Azhar Abbas & A. D. Sheikh, 2005. "Estimation of Export Supply Function for Citrus Fruit in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 659-672.
    3. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    4. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    5. Hendry, David F. & Ericsson, Neil R., 1991. "Modeling the demand for narrow money in the United Kingdom and the United States," European Economic Review, Elsevier, vol. 35(4), pages 833-881, May.
    6. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    7. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    8. Wojciech W. Charemza & Derek F. Deadman, 1992. "New Directions In Econometric Practice," Books, Edward Elgar Publishing, number 84.
    9. Tambi, N. Emmanuel, 1999. "Co-integration and error-correction modelling of agricultural export supply in Cameroon," Agricultural Economics, Blackwell, vol. 20(1), pages 57-67, January.
    Full references (including those not matched with items on IDEAS)

    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. Jorge Dresdner & Leonardo Letelier, 1997. "Cointegración de los Salarios Agregados en Chile: 1980-3-1995-3," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 34(101), pages 49-70.
    2. Yap, Wei Yim & Lam, Jasmine S.L., 2006. "Competition dynamics between container ports in East Asia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(1), pages 35-51, January.
    3. Neil R. Ericsson & James G. MacKinnon, 2002. "Distributions of error correction tests for cointegration," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 285-318, June.
    4. Levent KORAP, 2008. "Exchange Rate Determination Of Tl/Us$:A Co-Integration Approach," Istanbul University Econometrics and Statistics e-Journal, Department of Econometrics, Faculty of Economics, Istanbul University, vol. 7(1), pages 24-50, May.
    5. Osamah M. Al-Khazali, 2003. "Stock Prices, Inflation, and Output: Evidence from the Emerging Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 2(3), pages 287-314, September.
    6. Fahmy, Yasser A. F. & Kandil, Magda, 2003. "The Fisher effect: new evidence and implications," International Review of Economics & Finance, Elsevier, vol. 12(4), pages 451-465.
    7. Cochran, Steven J. & DeFina, Robert H., 1995. "Predictable components in exchange rates," The Quarterly Review of Economics and Finance, Elsevier, vol. 35(1), pages 1-14.
    8. Gordon de Brouwer & Irene Ng & Robert Subbaraman, 1993. "The Demand for Money in Australia: New Tests on an Old Topic," RBA Research Discussion Papers rdp9314, Reserve Bank of Australia.
    9. Nafeesa Yunus & Peggy Swanson, 2007. "Modelling Linkages between US and Asia‐Pacific Securitized Property Markets," Journal of Property Research, Taylor & Francis Journals, vol. 24(2), pages 95-122.
    10. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    11. Neil R. Ericsson & Steven B. Kamin, 1993. "Dollarization in Argentina," International Finance Discussion Papers 460, Board of Governors of the Federal Reserve System (U.S.).
    12. Sunil Sharma & Neil R. Ericsson, 1998. "Broad money demand and financial liberalization in Greece," Empirical Economics, Springer, vol. 23(3), pages 417-436.
    13. Zeren, Fatma & Korap, Levent, 2010. "A cost-based empirical model of the aggregate price determination for the Turkish economy: a multivariate cointegration approach," MPRA Paper 23655, University Library of Munich, Germany.
    14. Arize, Augustine C., 1998. "The long-run relationship between import flows and real exchange-rate volatility: The experience of eight European economies," International Review of Economics & Finance, Elsevier, vol. 7(4), pages 417-435.
    15. Levent, Korap, 2009. "The search for co-integration between money, prices and income: low frequency evidence from the Turkish economy," MPRA Paper 19557, University Library of Munich, Germany.
    16. Abbas, Faisal & Choudhury, Nirmalya, 2013. "Electricity consumption-economic growth Nexus: An aggregated and disaggregated causality analysis in India and Pakistan," Journal of Policy Modeling, Elsevier, vol. 35(4), pages 538-553.
    17. Arize, A. C., 1995. "Trade flows and real exchange-rate volatility: an application of cointegration and error-correction modeling," The North American Journal of Economics and Finance, Elsevier, vol. 6(1), pages 37-51.
    18. Kaminski, Jermain & Hopp, Christian & Tykvová, Tereza, 2019. "New technology assessment in entrepreneurial financing – Does crowdfunding predict venture capital investments?," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 287-302.
    19. Arize, A. C. & Malindretos, John & Grivoyannis, Elias C., 2005. "Inflation-rate volatility and money demand: Evidence from less developed countries," International Review of Economics & Finance, Elsevier, vol. 14(1), pages 57-80.
    20. Peter M. Jackson & Meryem Duygun Fethi & Sami Fethi, "undated". "Cointegration, Causality and Wagner's Law: A test for Northern Cyprus, 1977-1996," Discussion Papers in Public Sector Economics 99/2, Division of Economics, School of Business, University of Leicester.

    More about this item

    Keywords

    Mango; unit root; cointegration; Granger causality; Pakistan;
    All these keywords.

    JEL classification:

    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices

    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:lje:journl:v:18:y:2013:i:1:p:93-116. 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: Shahid Salahuddin (email available below). General contact details of provider: https://edirc.repec.org/data/lsecopk.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.