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Licensed Unlicensed Requires Authentication Published by De Gruyter September 25, 2015

Geographical Orientation of Export in Manufacturing Sector in Sub-Sahara Africa

  • Didier Yelognisse Alia EMAIL logo
From the journal Global Economy Journal

Abstract

This paper analyses firm’s decision to export and the geographical orientation of manufacturing firms in selected countries in Sub-Saharan Africa. It uses a dataset collected by Rankin, Söderbom, and Teal (2006) on manufacturing firms in Kenya, Ghana, Tanzania Nigeria and South Africa over the period 1991–2004. The paper develops a multinomial choice model of export destination in which profit maximizing firms choose between selling only on domestic market, export only to another African country, and export only outside Africa or export to both destinations. The model is estimated using a multinomial logistic regression. The paper finds evidence of a positive effect of firm size and firm efficiency on export decision and its geographical orientation, especially for the decision to export outside Africa. There is also significant industry, country and time effects in explaining export orientation. Unlike many previous studies, this paper finds that foreign ownership does not substantially determine firm decision to export. Using non-parametric regression, the paper finds that there is a lot of heterogeneity in the relation between the explanatory variables and the propensity to export or to export to various geographical destinations.

JEL Classification: F14; D22; L60

Acknowledgements

The Author is grateful to Rankin, Söderbom, and Teal (2006) and the Centre for the Study on the African Economies (CSAE) who collected and make publicly available the data used in this study. The author is also grateful to the Department of Agricultural Economics at the University of Kentucky for funding his graduate studies. The author acknowledges constructive comments from anonymous reviewers and the editor of the Global Economic Journal.

References

Aiken, B., G. Hanson, and A. Harrison. 1997. “Spillover, Foreign Investment and Export Behaviour.” Journal of International Economics 43 (1):103–32.10.1016/S0022-1996(96)01464-XSearch in Google Scholar

Bernard, A. B., and J. B. Jensen. 2004. “Why Some Firms Export.” The Review of Economics and Statistics 86 (2):561–9.10.3386/w8349Search in Google Scholar

Bigsten, A., P. Collier, S. Dercon, M. Fafchamps, B. Gauthier, J. W. Gunning, J. Haraburema, A. Oduro, R. Oostendorp, C. Pattillo, et al. 2002. “Do African manufacturing firms learn from exporting?” Centre for the Study of African Economies Working Paper, WPS/2002–09.10.1080/0022038042000213229Search in Google Scholar

Clarke, G. R. G. 2005. “Beyond Tariffs and Quotas: Why Don’t African Manufacturers Export More?” Policy Research Working Paper Series 3617.10.1596/1813-9450-3617Search in Google Scholar

Collier, P. 1998. “Globalization: Implications for Africa.” In Trade Reform and Regional Integration in Africa, edited by Z.Iqbal and M. S. Khan. Washington, DC: International Monetary Fund.Search in Google Scholar

Davidson, R., and J. G. MacKinnon. 1993. Estimation and Inference in Econometrics. New York: Oxford University Press.Search in Google Scholar

Dixit, A. K. 1989. “Entry and Exit Decisions Under Uncertainty.” Journal of Political Economy 97 (3):620–38.10.1086/261619Search in Google Scholar

Dollar, D. 1992. “Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs 1976–1985.” Economic Development and Cultural Change 40 (3):523–44.10.1086/451959Search in Google Scholar

Eaton, J., S. Kortum, and F. Kramarz. 2011. “An Anatomy of International Trade: Evidence from French Firms.” Econometrica, Econometric Society 79 (5):1453–98.10.3386/w14610Search in Google Scholar

Fan, J., and I. Gijbels. 1996. Local Polynomial Modelling and Its Applications. London: Chapman & Hall.Search in Google Scholar

Ferrante, M. R., and M. Novell. 2013. “Heterogeneity and Number of Export Destinations of Italian Firms: A Hurdle Negative Binomial Regression Approach.” Global Economy Journal 13 (3–4):391–416.10.1515/gej-2013-0026Search in Google Scholar

Frankel, J. A., and D. Romer. 1999. “Does Trade Cause Growth?” American Economic Review 89 (3):379–99.10.4324/9781315254166-11Search in Google Scholar

Greene, W. H. 2012. Econometric Analysis, 7th ed. Upper Saddle River, NJ: Prentice Hall.Search in Google Scholar

Hausman, J. A., and D. L. McFadden. 1984. “Specification Tests for the Multinomial Logit Model.” Econometrica 52:1219–40.10.2307/1910997Search in Google Scholar

Inoue, T. 2013. “An Empirical Analysis of the Aggregate Export Demand Function in Post-Liberalization India.” Global Economy Journal 14 (1):79–88.10.1515/gej-2013-0013Search in Google Scholar

Maggioni, D. 2012. “Learning by Exporting in Turkey: An Investigation for Existence and Channels.” Global Economy Journal 12 (2):1–20.10.1515/1524-5861.1865Search in Google Scholar

Melitz, M. J. 2003. “The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity.” Econometrica 71 (6):1695–725.10.3386/w8881Search in Google Scholar

Mengistae, T., and C. Pattillo. 2004. “Export Orientation and Productivity in Sub-Saharan Africa.” IMF Staff Papers 51 (2):327–53.10.2139/ssrn.879630Search in Google Scholar

Morrissey, O., and I. Filatotchev. 2000. “Globalisation and Trade: The Implications for Exports from Marginalised Economies.” Journal of Development Studies 37 (2):1–12.10.1080/713600066Search in Google Scholar

Muuls, M., and M. Pisu. 2009. “Imports and Exports at the Level of the Firm: Evidence from Belgium.” The World Economy 32 (5):692–734.10.1111/j.1467-9701.2009.01172.xSearch in Google Scholar

Nadaraya, E. A. 1964. “On Estimating Regression.” Theory of Probability and Its Application 9 (1):141–2.10.1137/1109020Search in Google Scholar

Niringiye, A., E. Luvanda, and J. Shitunda. 2010. “Determinants of Export Participation in East African Manufacturing Firms.” Current Research Journal of Economic Theory 2 (2):55–61.Search in Google Scholar

Obben, J., and P. Magagula. 2003. “Firm and Managerial Determinants of the Export Propensity of Small and Medium-Sized Enterprises in Swaziland.” International Small Business Journal 21 (1):73–91.10.1177/0266242603021001722Search in Google Scholar

Rankin, N., M. Söderbom, and F. Teal. 2006. “Exporting from Manufacturing Firms in Sub-Saharan Africa.” Journal of African Economies 15 (4):671–87.10.1093/jae/ejk014Search in Google Scholar

Roberts, M., and J. Tybout. 1997. “The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs.” American Economic Review 87 (4):545–64.Search in Google Scholar

Rolfe, R. J., and D. P. Woodward. 2005. “African Apparel Exports, AGOA, and the Trade Preference Illusion.” Global Economy Journal 5 (3):1–28.10.2202/1524-5861.1098Search in Google Scholar

Sachs, J. D., and A. Warner. 1995. “Economic Reform and the Process of Global Integration.” Brookings Papers on Economic Activity 26 (1):1–118.10.2307/2534573Search in Google Scholar

Söderbom, M., and F. Teal. 2004. “Size and Efficiency in African Manufacturing Firms: Evidence from Firm-Level Panel Data.” Development and Comp Systems, Working Paper.10.1016/j.jdeveco.2003.02.005Search in Google Scholar

UNCTAD. 1999. Trade and Development Report 1999. Geneva: United Nations Conference on Trade and Development.Search in Google Scholar

UNECA and UNIDO. 2006. African regional implementation review for the Commission on Sustainable Development (CSD-14). Report on the Review of African Sustainable Industrial Development.Search in Google Scholar

Watson, G. S. 1964. “Smooth Regression Analysis.” Sankhya Series A 26:359–72.Search in Google Scholar

World Bank. 2000. Can Africa Claim the 21st Century? Washington DC.Search in Google Scholar

Yoshino, Y. 2008. “Domestic constraints, firm characteristics, and geographical diversification of firm-level manufacturing exports in Africa.” World Bank Policy Research, Working Paper, WPS4575.10.1596/1813-9450-4575Search in Google Scholar

Published Online: 2015-9-25
Published in Print: 2015-9-1

©2015 by De Gruyter

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