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Trade, investment and growth: nexus, analysis and prognosis

  • Krishna, Kala
  • Ozyildirim, Ataman
  • Swanson, Norman R.

This paper looks at the patterns of causation between income, export, import, and investment growth for 25 developing countries. Our approach differs from previous efforts in a number of ways. First, we examine each country individually in order to allow for complete heterogeneity and properly account for the stochastic trending properties of the data. Second, we apply novel model selection techniques which are based on in-sample goodness-of-fit criteria and ex-ante predictive ability criteria to identify the best model for each country. Finally, we propose a rather novel device based on simple contingency tables which allows us to assess whether our models are capable of accurately predicting turning points in GDP growth. We find that countries with high trade exposure fare poorly in this dimension and posit that the GDP growth in such countries is best modeled using an index of global business cycle conditions, in addition to the above variables. Overall, we find that in around two thirds of the countries examined, growth is best explained by exports and/or imports. Further, and in contrast to previous findings of bi-directional causality, around 70% of the countries exhibit uni-directional causality.

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Article provided by Elsevier in its journal Journal of Development Economics.

Volume (Year): 70 (2003)
Issue (Month): 2 (April)
Pages: 479-499

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Handle: RePEc:eee:deveco:v:70:y:2003:i:2:p:479-499
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  1. Dan Ben-David & Michael B. Loewy, 1997. "Free Trade, Growth, and Convergence," NBER Working Papers 6095, National Bureau of Economic Research, Inc.
  2. Swanson, N.R., 1996. "Forecasting Economic Time series Using Adaptive Versus Nonadaptive and Linecar Versus Nonlinear Econometric Models," Papers 4-96-2, Pennsylvania State - Department of Economics.
  3. Swanson, N.R. & Ozyildirim, A. & Pisu, M., 1996. "A Comparison of Alternatove causality and Predictive Accuracy Tests in the presence of Integrated and Co-integrated Economic Variables," Papers 4-96-4, Pennsylvania State - Department of Economics.
  4. Diebold, Francis X & Mariano, Roberto S, 2002. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-44, January.
  5. Jeffrey A. Frankel, David Romer and Teresa Cyrus., 1995. "Trade and Growth in East Asian Countries: Cause and Effect?," Center for International and Development Economics Research (CIDER) Working Papers C95-050, University of California at Berkeley.
  6. repec:oup:restud:v:63:y:1996:i:1:p:107-25 is not listed on IDEAS
  7. James H. Stock & Mark W. Watson, 1999. "Forecasting Inflation," NBER Working Papers 7023, National Bureau of Economic Research, Inc.
  8. Christoffersen & Diebold, . "Optimal Prediction Under Asymmetric Loss," Home Pages 167, 1996., University of Pennsylvania.
  9. Harrison, Ann, 1996. "Openness and growth: A time-series, cross-country analysis for developing countries," Journal of Development Economics, Elsevier, vol. 48(2), pages 419-447, March.
  10. Swanson, Norman R., 1998. "Money and output viewed through a rolling window," Journal of Monetary Economics, Elsevier, vol. 41(3), pages 455-474, May.
  11. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
  12. Jung, Woo S. & Marshall, Peyton J., 1985. "Exports, growth and causality in developing countries," Journal of Development Economics, Elsevier, vol. 18(1), pages 1-12.
  13. Young, Alwyn, 1994. "Lessons from the East Asian NICS: A contrarian view," European Economic Review, Elsevier, vol. 38(3-4), pages 964-973, April.
  14. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
  15. Kevin H. O'Rourke, 1994. "Measuring protection : a cautionary tale," Working Papers 199423, School of Economics, University College Dublin.
  16. McCracken, Michael W., 2007. "Asymptotics for out of sample tests of Granger causality," Journal of Econometrics, Elsevier, vol. 140(2), pages 719-752, October.
  17. repec:oup:qjecon:v:113:y:1998:i:3:p:903-947 is not listed on IDEAS
  18. Sin, Chor-Yiu & White, Halbert, 1996. "Information criteria for selecting possibly misspecified parametric models," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 207-225.
  19. Weiss, Andrew A, 1996. "Estimating Time Series Models Using the Relevant Cost Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 539-60, Sept.-Oct.
  20. Feldstein, Martin & Horioka, Charles, 1980. "Domestic Saving and International Capital Flows," Economic Journal, Royal Economic Society, vol. 90(358), pages 314-29, June.
  21. Wolfgang Keller, 1996. "Are International R&D Spillovers Trade-related? Analyzing Spillovers among Randomly Matched Trade Partners," International Trade 9608002, EconWPA.
  22. Norman R. Swanson & Halbert White, 1997. "A Model Selection Approach To Real-Time Macroeconomic Forecasting Using Linear Models And Artificial Neural Networks," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 540-550, November.
  23. Pritchett, Lant, 1991. "Measuring outward orientation in developing countries : can it be done?," Policy Research Working Paper Series 566, The World Bank.
  24. Sofronis Clerides & Saul Lach & James Tybout, 1996. "Is "Learning-by-Exporting" Important? Micro-Dynamic Evidence from Colombia, Mexico and Morocco," NBER Working Papers 5715, National Bureau of Economic Research, Inc.
  25. Tibor Scitovsky, 1954. "Two Concepts of External Economies," Journal of Political Economy, University of Chicago Press, vol. 62, pages 143.
  26. Chao, John & Corradi, Valentina & Swanson, Norman R., 2001. "Out-Of-Sample Tests For Granger Causality," Macroeconomic Dynamics, Cambridge University Press, vol. 5(04), pages 598-620, September.
  27. Swanson, Norman R & White, Halbert, 1995. "A Model-Selection Approach to Assessing the Information in the Term Structure Using Linear Models and Artificial Neural Networks," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 265-75, July.
  28. Ashley, R & Granger, C W J & Schmalensee, R, 1980. "Advertising and Aggregate Consumption: An Analysis of Causality," Econometrica, Econometric Society, vol. 48(5), pages 1149-67, July.
  29. Pritchett, Lant, 1996. "Measuring outward orientation in LDCs: Can it be done?," Journal of Development Economics, Elsevier, vol. 49(2), pages 307-335, May.
  30. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-52, September.
  31. Xu, Zhenhui, 1998. "Export and Income Growth in Japan and Taiwan," Review of International Economics, Wiley Blackwell, vol. 6(2), pages 220-33, May.
  32. Granger, Clive W. J. & King, Maxwell L. & White, Halbert, 1995. "Comments on testing economic theories and the use of model selection criteria," Journal of Econometrics, Elsevier, vol. 67(1), pages 173-187, May.
  33. Bee Yan Aw & Xiaomin Chen & Mark J. Roberts, 1997. "Firm-level Evidence on Productivity Differentials, Turnover, and Exports in Taiwanese Manufacturing," NBER Working Papers 6235, National Bureau of Economic Research, Inc.
  34. Carroll, Christopher D. & Weil, David N., 1994. "Saving and growth: a reinterpretation," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 133-192, June.
  35. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
  36. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-95, November.
  37. Kuan, Chung-Ming & Liu, Tung, 1995. "Forecasting Exchange Rates Using Feedforward and Recurrent Neural Networks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 347-64, Oct.-Dec..
  38. Fomby, Thomas B. & Guilkey, David K., 1978. "On choosing the optimal level of significance for the Durbin-Watson test and the Bayesian alternative," Journal of Econometrics, Elsevier, vol. 8(2), pages 203-213, October.
  39. Elhanan Helpman & David T. Coe, 1993. "International RandD Spillovers," IMF Working Papers 93/84, International Monetary Fund.
  40. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
  41. Swanson, Norman R. & White, Halbert, 1997. "Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models," International Journal of Forecasting, Elsevier, vol. 13(4), pages 439-461, December.
  42. Bahmani-Oskooee, Mohsen & Mohtadi, Hamid & Shabsigh, Ghiath, 1991. "Exports, growth and causality in LDCs : A re-examination," Journal of Development Economics, Elsevier, vol. 36(2), pages 405-415, October.
  43. Corradi, Valentina & Swanson, Norman R. & Olivetti, Claudia, 2001. "Predictive ability with cointegrated variables," Journal of Econometrics, Elsevier, vol. 104(2), pages 315-358, September.
  44. Chow, Peter C. Y., 1987. "Causality between export growth and industrial development : Empirial evidence from the NICs," Journal of Development Economics, Elsevier, vol. 26(1), pages 55-63, June.
  45. repec:cup:etheor:v:13:y:1997:i:6:p:808-17 is not listed on IDEAS
  46. Hoffman, Dennis L & Rasche, Robert H, 1996. "Assessing Forecast Performance in a Cointegrated System," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 495-517, Sept.-Oct.
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