Skip to main content
Log in

The bilateral trade flows of the EU in the presence of structural breaks

  • Published:
Empirical Economics Aims and scope Submit manuscript

Abstract

This paper examines the bilateral trade dynamics of the EU with its major trade partners. The impacts of the real exchange rate and real income on the trade balance of the EU have been investigated in the presence of structural breaks. The empirical analysis includes ten major trade partners of the EU for 1980–2012, on a quarterly basis. The paper applies the Kejriwal and Perron (J Econom 146(1):59–73, 2008, J Bus Econ Stat 28(4):503–522, 2010a) structural break test to determine the presence of structural breaks in series and to estimate the parameters of the model. In order to test the cointegration relationships of series, three different cointegration techniques were applied to the data. First, the Gregory and Hansen (Oxf Bull Econ Stat 58(3):555–560, 1996) cointegration test allows for one structural shift; then, for cases where two breaks were detected, the Hatemi-J (Empir Econ 35(3):497–505, 2008) cointegration test was employed. Finally, for countries where more than two breaks are detected, the Maki (Econ Model 29(5):2011–2015, 2012) cointegration test was applied, which allows for an unknown number of breaks. This paper presents evidence to show that income is a determining factor in the bilateral trade of Europe rather than a real exchange rate. However, allowance of structural breaks in cointegration tests reveals the absence of cointegrating relations in export demand equations of China and Norway and in import demand equations of Japan and Norway. The main finding of this paper is that important details of estimations can be missed when structural breaks are uncounted.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. European Commission, Chief Economics Statistics Sector.

  2. The Engle and Granger (1987) cointegration test estimations are based on non-stationarity of variables. The Ng and Perron (2001) tests were applied to all variables. The null hypothesis of the unit root was not rejected for any of the series. Results of the Ng and Perron (2001) tests for all variables are available from the author upon request.

  3. European Commission, Directorate-General for Trade.

  4. European Commission, Directorate-General for Trade.

  5. Eurostat.

  6. Eurostat.

  7. European Commission, Directorate-General for Trade.

  8. Statistics on the EU imports is extracted from Eurostat.

References

  • Andrews DWK, Ploberger W (1994) Optimal tests when a nuisance parameter is present only under the alternative. Econometrica 62:1383–1414

    Article  Google Scholar 

  • Arize A (1987) The supply and demand for imports and exports in a simultaneous model. Appl Econ 19(9):1233–1247

    Article  Google Scholar 

  • Aziz J, Li X (2007) China’s changing trade elasticities. IMF Working Paper, November, WP/07/266

  • Bahmani-Oskooee M, Harvey H, Hegerty SW (2013) The effects of exchange-rate volatility on commodity trade between the US and Brazil. N Am J Econ Finance 25:70–93

    Article  Google Scholar 

  • Bahmani-Oskooee M, Economidou C (2005) How sensitive are Britain’s inpayments and outpayments to the value of the British pound. J Econ Stud 32:455–467

    Article  Google Scholar 

  • Bahmani-Oskooee M, Kantipong T (2001) Bilateral J-curve between Thailand and her trading partners. J Econ Dev 26:107–117

    Google Scholar 

  • Bahmani-Oskooee M, Niroomand F (1998) Long-run price elasticities and the Marshall-Lerner condition revisited. Econ Lett 61(1):101–109

    Article  Google Scholar 

  • Bahmani-Oskooee M, Ratha A (2008) Exchange rate sensitivity of US bilateral trade flows. Econ Syst 32:129–141

    Article  Google Scholar 

  • Bai J, Perron P (1998) Estimating and testing linear models with multiple structural changes. Econometrica 66:47–68

    Article  Google Scholar 

  • Bai J, Perron P (2003) Computation and analysis of multiple structural change models. J Appl Econom 18:1–22

    Article  Google Scholar 

  • Carrion-i-Silvestre JL, Kim D, Perron P (2009) GLS-based unit root tests with multiple structural breaks under both the null and the alternative hypotheses. Econom Theory 25:1754–1792

    Article  Google Scholar 

  • Dornbusch R (1980) Open economy macroeconomics. Basic Books, New York

    Google Scholar 

  • Elliot G, Rothenberg TJ, Stock JH (1996) Efficient tests for an autoregressive unit root. Econometrica 64:813–836

    Article  Google Scholar 

  • Engle RF, Granger CWJ (1987) Cointegration and error correction: representation, estimation and testing. Econometrica 55:251–276

    Article  Google Scholar 

  • Goldstein M, Khan M (1985) Income and price effect in foreign trade. In: Jones RW, Kenen PB (eds) Handbook of international economics. North Holland, Amsterdam, pp 1042–1099

    Google Scholar 

  • Gregory AW, Hansen BE (1996) Tests for cointegration in models with trend and regime shifts. Oxf Bull Econ Stat 58(3):555–560

    Article  Google Scholar 

  • Hatemi-J A (2008) Tests for cointegration with two unknown regime shifts with an application to financial market integration. Empir Econ 35(3):497–505

    Article  Google Scholar 

  • Hatemi-J A, Irandoust M (2005) Bilateral trade elasticities: Sweden versus her major trading partners. Am Rev Polit Econ 3(2):38–50

    Google Scholar 

  • Hsing Y (2008) A study of the J-curve for seven selected Latin American countries. Glob Econ J 8(4):1–14

    Google Scholar 

  • Huchet-Bourdon M, Bahmani-Oskooee M (2013) Exchange rate uncertainty and trade flows between the United States and China. Chin Econ 46(2):29–53

    Article  Google Scholar 

  • Imbs J, Meajean I (2010) Trade elasticities: a final report for the European Commission. Economic Papers, 432, December

  • Irandoust M, Ekblad K, Parmler J (2006) Bilateral trade flows and exchange rate sensitivity: evidence using likelihood-based panel cointegration. Econ Syst 30(2):170–183

    Article  Google Scholar 

  • Kao C, Chiang MH (2000) On the estimation and inference of a cointegrated regression in panel data. Adv Econom 15:179–222

    Article  Google Scholar 

  • Kapetanios G (2005) Unit-root testing against the alternative hypothesis of up to m structural breaks. J Time Ser Anal 26:123–133

    Article  Google Scholar 

  • Kejriwal M, Perron P (2008) The limit distribution of the estimates in cointegrated regression models with multiple structural changes. J Econom 146(1):59–73

    Article  Google Scholar 

  • Kejriwal M, Perron P (2010a) Testing for multiple structural changes in cointegrated regression models. J Bus Econ Stat 28(4):503–522

    Article  Google Scholar 

  • Kejriwal M, Perron P (2010b) A sequential procedure to determine the number of breaks in trend with an integrated or stationary noise component. J Time Ser Anal 31:305–328

    Article  Google Scholar 

  • Ketenci N, Uz I (2011) Bilateral and regional trade elasticities of the EU. Empir Econ 40(3):839–854

    Article  Google Scholar 

  • Khan M (1974) Import and export demand in developing countries. IMF Staff Papers, September, pp 678–693

  • Kim D, Perron P (2009) Unit root test allowing for a break in the trend function under both the null and alternative hypothesis. J Econom 148:1–13

    Article  Google Scholar 

  • Kreinin ME (1967) Price elasticities in the international trade. Rev Econ Stat 49:510–516

    Article  Google Scholar 

  • Kumar S (2008) An empirical evaluation of export demand in China. J Chin Econ Foreign Stud 2(2):100–109

    Article  Google Scholar 

  • Kwack SY, Ahn CY, Yang DY (2007) Consistent estimates of world trade elasticities and an application to the effects of Chinese Yuan (RMB) appreciation. J Asian Econ 18:314–330

    Article  Google Scholar 

  • Liu J, Wu S, Zidek JV (1997) On segmented multivariate regressions. Stat Sin 7:497–525

    Google Scholar 

  • Mah JS (1993) Structural change in import demand behavior: the Korean experience. J Policy Model 15(2):223–227

    Article  Google Scholar 

  • Maki D (2012) Tests for cointegration allowing for an unknown number of breaks. Econ Model 29(5):2011–2015

    Article  Google Scholar 

  • Marquez J (1990) Bilateral trade elasticities. Rev Econ Stat 72(1):70–77

    Article  Google Scholar 

  • Murad SMW (2012) Bilateral export and import demand functions of Bangladesh: a cointegration approach. Bangladesh Dev Stud X(1):43–60

  • Ng S, Perron P (2001) Lag selection and the construction of unit root tests with good size and power. Econometrica 69:1519–1554

    Article  Google Scholar 

  • Perron P (1997) Further evidence on breaking trend functions in macroeconomic variables. J Econom 80:355–385

    Article  Google Scholar 

  • Perron P, Ng S (1996) Useful modifications to some unit root tests with dependent errors and their local asymptotic properties. Rev Econ Stat 63:435–463

    Article  Google Scholar 

  • Perron P, Vogelsang T (1992) Nonstationarity and level shifts with an application to purchasing power parity. J Bus Econ Stat 10:301–320

    Google Scholar 

  • Perron P, Yabu T (2009) Testing for shifts in trend with an integrated or stationary noise component. J Bus Econ Stat 27:369–396

    Article  Google Scholar 

  • Sinha D (2001) A note on trade elasticities in Asian countries. Int Trade J 15(2):221–237

    Article  Google Scholar 

  • Uz I (2010) Testing for structural change in the bilateral trade elasticities of Turkey. Middle East Tech Univ Stud Dev 37(1):53–72

    Google Scholar 

  • Vogelsang TJ, Perron P (1998) Additional tests for a unit root allowing for a break in the trend function at an unknown time. Int Econ Rev 39:1073–1100

    Article  Google Scholar 

  • Zivot E, Andrews D (1992) Further evidence of great crash, the oil price shock and unit root hypothesis. J Bus Econ Stat 10(3):251–270

    Google Scholar 

Download references

Acknowledgments

I would like to thank Serena Ng, Josep Lluis Carrion-i-Silvestre, Dukpa Kim, Pierre Perron, Jushan Bai, Monitosh Kejriwal, Allan Gregory and Bruce Hansen for graciously providing with GAUSS codes for their programs. Helpful suggestions from anonymous referees are most appreciated.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Natalya Ketenci.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ketenci, N. The bilateral trade flows of the EU in the presence of structural breaks. Empir Econ 51, 1369–1398 (2016). https://doi.org/10.1007/s00181-015-1055-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00181-015-1055-3

Keywords

Mathematics Subject Classification

Navigation