Main Article Content
Abstract
Purpose — This study explores the determinants of export performance in the Turkish manufacturing industry by examining the effects of productivity, wages, demand, and sector-specific real effective exchange rates from 2006 to 2019.
Methods — Using firm-level export data across 21 manufacturing sectors, the study applies a Fixed-Effects model with Driscoll-Kraay standard errors to address heteroscedasticity, autocorrelation, and cross-sectional dependence. Endogeneity concerns are mitigated using Two-Step System GMM estimation, complemented by Moment Quantile Regression (MQR) for robustness checks across the export distribution.
Findings — The results reveal that higher productivity, increased wages, and stronger external demand significantly enhance exports, while currency appreciation adversely affects export performance. Productivity emerges as the most influential factor.
Implication — Productivity enhancement, stable exchange rate management, and workforce development support export-driven growth. Targeted policies that strengthen sectoral competitiveness and expand foreign market access are essential for sustaining manufacturing exports.
Originality — This study departs from traditional macro-level analyses by constructing sector-specific indices for real exchange rates and external demand. It offers a more granular and precise understanding of export dynamics. The methodological rigor combines static and dynamic panel estimators to ensure robustness and advance empirical insights into firm-level export behavior.
Keywords
Article Details
Copyright (c) 2025 Ahmet Koluman, Fatih Kaplan

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References
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References
Abbas, A., Sheikh, M.R., & Abbasi, M.N. (2015). Firm size, exchange rate, and exports performance: A firm-level study of Pakistani manufacturing sector. Pakistan Journal of Commerce and Social Sciences, 9(2), 503-523. http://hdl.handle.net/10419/188209
Abraham, F., & Van Hove, J. (2010). Can Belgian firms cope with the chinese dragon and the asian tigers? the export performance of multi-product firms on foreign markets (National Bank of Belgium Working Paper Series No. 204). https://www.nbb.be/doc/ts/publications/wp/wp204en.pdf
Aghion, P., Bergeaud, A., Lequien, M., & Melitz, M. J. (2024). The heterogeneous impact of market size on innovation: Evidence from French firm-level exports. Review of Economics and Statistics, 106(3), 608-626. https://doi.org/10.1162/rest_a_01199
Alvarez, R., & López, R. A. (2009). Skill upgrading and the real exchange rate. The World Economy, 32(8), 1165–1179. https://doi.org/10.1111/j.1467-9701.2009.01203.x
Alvarez, R., Faruq, H., & López, R. A. (2013). Is previous export experience important for new exports?. The Journal of Development Studies, 49(3), 426-441. https://doi.org/10.1080/00220388.2012.720368
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29-51. https://doi.org/10.1016/0304-4076(94)01642-D
Aslan, C., & Akpiliç, F. (2024). Do the export reactions to exchange rate and exchange rate volatility differ depending on technology intensity? New evidence from the panel SVAR analysis. Empirical Economics, 66(4), 1587-1631. https://doi.org/10.1007/s00181-023-02497-5
Bernard, A. B., Jensen, J. B., Redding, S. J., & Schott, P. K. (2007a). Firms in international trade. Journal of Economic Perspectives, 21(3), 105-130. https://doi.org/10.1257/jep.21.3.105
Bernard, A. B., Redding, S. J., & Schott, P. K. (2007b). Comparative advantage and heterogeneous firms. Review of Economic Studies, 74(1), 31-66. http://hdl.handle.net/10419/188209
Bernard, A., & Jensen, J. (2004). Entry, expansion, and intensity in the US export boom, 1987–1992. Review of International Economics, 12, 662–675. https://doi.org/10.1111/j.1467-9396.2004.00473.x
Blecker, R. A. (2023). How important is the real exchange rate for exports and growth? European Journal of Economics and Economic Policies, 20(2), 250-265. https://doi.org/10.4337/ejeep.2023.0099
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
Boitier, V. (2022). Why do similar firms export differently?. Research in Economics, 76(4), 373-385. https://doi.org/10.1016/j.rie.2022.09.002
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
Campa, J. (2004). Exchange rates and trade: How important is hysteresis in trade? European Economic Review, 48, 527-548. https://doi.org/10.1016/S0014-2921(02)00320-3
Chaney, T. (2014). The network structure of international trade. American Economic Review, 104(11), 3600-3634. https://doi.org/10.1257/aer.104.11.3600
Chaney, T. (2016). Liquidity-constrained exporters. Journal of Economic Dynamics and Control, 72, 141-154. https://doi.org/10.1016/j.jedc.2016.03.010
Cheung, Y. W., & Sengupta, R. (2013). Impact of exchange rate movements on exports: An analysis of Indian non-financial sector firms. Journal of International Money and Finance, 39(1), 231-245. https://doi.org/10.1016/j.jimonfin.2013.06.026
Chudik, A., & Pesaran, M. H. (2015). Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. Journal of Econometrics, 188(2), 393-420. https://doi.org/10.1016/j.jeconom.2015.03.007
Ciarli, T., Coad, A., & Moneta, A. (2023). Does exporting cause productivity growth? Evidence from Chilean firms. Structural Change and Economic Dynamics, 66, 228-239. https://doi.org/10.1016/j.strueco.2023.04.015
Cil, A. B., & Dulger, F. (2018). Financial constraints, firm characteristics and exports: Evidence from Turkish manufacturing firms. International Journal of Economics and Financial Issues, 8(1), 168-174. https://www.econjournals.com/index.php/ijefi/article/view/6040
Ciuriak, D., Lapham, B., Collins-Williams, R. W. T., & Curtis, J. (2011). New-new trade policy (Queen’s Economics Department Working Paper Series No. 1263). http://hdl.handle.net/10419/67860
Danziger, L. (2024). A minimum wage may increase exports and firm size even with a competitive labor market (CESifo Working Paper No. 10997). http://dx.doi.org/10.2139/ssrn.4764344
Dekle, R. & Ryoo, H. H. (2007). Exchange rate fluctuations, financing constraints, hedging, and exports: evidence from firm level data. Journal of International Financial Markets, 17(5), 437-451. https://doi.org/10.1016/j.intfin.2006.04.001
Dekle, R., Hyeok J. & Heajin R. (2010). A re-examination of the exchange rate disconnect puzzle: Evidence from firm level data (Institute of Economic Policy Research Working Paper Series No. 06.46). http://dx.doi.org/10.2139/ssrn.898887
Dincer, N. N., Shingal, A. & Tekin-Koru, A. (2021). Exchange rate fluctuations, volatility and exports: The intensive margin effect for Turkish firms. The Journal of International Trade and Economic Development, 31(3), 450-473. https://doi.org/10.1080/09638199.2021.1984548
Driscoll, J. C., & Kraay, A. C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. Review of Economics and Statistics, 80(4), 549-560. https://doi.org/10.1162/003465398557825
Eaton, J., Kortum, S., & Kramarz, F. (2011). An anatomy of international trade: Evidence from French firms. Econometrica, 79(5), 1453-1498. https://doi.org/10.3982/ECTA8318
Ekanayake, E. M., & Dissanayake, A. (2022). Effects of real exchange rate volatility on trade: empirical analysis of the United States exports to BRICS. Journal of Risk and Financial Management, 15(2), 73. https://doi.org/10.3390/jrfm15020073
Emenekwe, C. C., & Emodi, N. V. (2022). Temperature and residential electricity demand for heating and cooling in G7 economies: A method of moments panel quantile regression approach. Climate, 10(10), 142. https://doi.org/10.3390/cli10100142
Fambeu, A. H. (2024). Export performance under imperfect competition: Evidence from manufacturing firms in Cameroon. Journal of Industry, Competition and Trade, 24(1), 3. https://doi.org/10.1007/s10842-024-00412-x
Fung, L., & Liu, J. T. (2009). The impact of real exchange rate movements on firm performance: a case study of Taiwanese manufacturing firms. Japan and the World Economy, 21, 85-96. https://doi.org/10.1016/j.japwor.2007.11.002
Gourlay, A. R., & Seaton, J. S. (2004). UK export behavior at the firm level. Economic Issues, 9(2), 3-20.
Greenaway, D., Kneller, R. & Zhang, X. (2007). Exchange rates and exports: evidence from manufacturing firms in the UK (University of Nottingham Working Paper Series No. 2007/13). http://dx.doi.org/10.2139/ssrn.968430
Greenaway, D., Kneller, R. & Zhang, X. (2012). The effect of exchange rates on firm exports and the role of FDI. Review of World Economics, 148(3), 425-447. https://doi.org/10.1007/s10290-012-0129-y
Greene, W.H. (2003). Econometric analysis. New Jersey: Prentice Hall.
Gujarati, D. N., & Porter, D.C. (2008): Basic econometrics. New York: McGraw-Hill Education Publications.
Hill, R. C., Griffiths, W. E., & Lim, G.C. (2011). Principles of econometrics. New Jersey: John Wiley & Sons.
Hoechle, D. (2007). Robust standard errors for panel regressions with cross-sectional dependence. The Stata Journal, 7(3), 281-312. http://dx.doi.org/10.1177/1536867X0700700301
Jafari, Y., Koppenberg, M., Hirsch, S., & Heckelei, T. (2023). Markups and export behavior: Firm‐level evidence from the French food processing industry. American Journal of Agricultural Economics, 105(1), 174-194. https://doi.org/10.1111/ajae.12292
Joshi, U. L., Paudel, K. P., Neupane, R., & Pathak, P. (2023). An impact of exchange rate on export in Nepal. International Research Journal of MMC, 4(1), 99-108. https://doi.org/10.3126/irjmmc.v4i1.51867
Karamollaoglu, N., & Yalcin, C. (2020). Exports, real exchange rates and dollarization: empirical evidence from Turkish manufacturing firms. Empirical Economics, 59(5), 2527-2557. https://doi.org/10.1007/s00181-019-01733-1
Khasanov, S., & Hiwatari, M. (2025). Firm productivity and manufacturing exports in transition economies: An institutional and trade geography perspective. International Economics and Economic Policy, 22(1), 3. https://doi.org/10.1007/s10368-024-00629-5
Kim, I. S., & Osgood, I. (2019). Firms in trade and trade politics. Annual Review of Political Science, 22(1), 399-417. https://doi.org/10.1146/annurev-polisci-050317-063728
Liu, H. Z., Li, S. L., & Zhang, K. H. (2024). Trade liberalization and export performance in China: Export-margin approach with firm-level data in 1995–2019. Asia and the Global Economy, 4(2), 100094. https://doi.org/10.1016/j.aglobe.2024.100094
Ma, B., Sharif, A., Bashir, M., & Bashir, M. F. (2023). The dynamic influence of energy consumption, fiscal policy and green innovation on environmental degradation in BRICST economies. Energy Policy, 183, 113823. https://doi.org/10.1016/j.enpol.2023.113823
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