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Imported technology and manufacturing employment in Ethiopia

Author

Listed:
  • Getinet Haile

    (University of Nottingham
    Institute for the Study of Labour (IZA))

  • Ilina Srour

    (Università Cattolica del Sacro Cuore)

  • Marco Vivarelli

    (Università Cattolica del Sacro Cuore
    SPRU, University of Sussex
    Institute for the Study of Labour (IZA))

Abstract

There is a dearth of research on the impact of technological change over employment in least developed countries (LDCs) embarking on globalization and consequent international technological transfer. Using a panel of 1940 Ethiopian firms over the period 1996–2004 and deploying GMM-SYS estimates, this paper aims to establish the role played by trade, FDI and technology in affecting employment and skills. The results obtained lend support to a labour–augmenting effect. Moreover, the implemented two-equation dynamic framework provides evidence of a skill-bias specific to those enterprises with higher share of foreign ownership and located in the vicinity of the capital city.

Suggested Citation

  • Getinet Haile & Ilina Srour & Marco Vivarelli, 2017. "Imported technology and manufacturing employment in Ethiopia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 1-23, April.
  • Handle: RePEc:spr:eurasi:v:7:y:2017:i:1:d:10.1007_s40821-016-0051-7
    DOI: 10.1007/s40821-016-0051-7
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    as
    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Paolo Epifani, 2003. "Trade liberalization, Firm Performances and Labor Market Outcomes in the Developing World, what Can We Learn From Micro-Level Data?," Rivista italiana degli economisti, Società editrice il Mulino, issue 3, pages 455-486.
    3. Lachenmaier, Stefan & Rottmann, Horst, 2011. "Effects of innovation on employment: A dynamic panel analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 210-220, March.
    4. Aguirregabiria, Victor & Alonso-Borrego, Cesar, 2001. "Occupational structure, technological innovation, and reorganization of production," Labour Economics, Elsevier, vol. 8(1), pages 43-73, January.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. Donald Robbins, 2003. "The impact of trade liberalization upon inequality in developing countries - A review of theory and evidence-," Documentos de Economía 3601, Universidad Javeriana - Bogotá.
    7. Arup Mitra & Amit Jha, 2015. "Innovation and employment: a firm level study of Indian industries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 45-71, June.
    8. Rita K. Almeida, 2010. "Openness and Technological Innovation in East Asia: Have They Increased the Demand for Skills?," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 17(1), pages 63-95, June.
    9. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    10. Arne Bigsten & Paul Collier & Stefan Dercon & Marcel Fafchamps & Bernard Gauthier & Jan Willem Gunning & Abena Oduro & Remco Oostendorp & Catherine Pattillo & Måns Soderbom & Francis Teal & Albert Zeu, 2004. "Do African Manufacturing Firms Learn from Exporting?," Journal of Development Studies, Taylor & Francis Journals, vol. 40(3), pages 115-141.
    11. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    12. repec:dau:papers:123456789/10093 is not listed on IDEAS
    13. Feenstra, Robert C. & Hanson, Gordon H., 1997. "Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras," Journal of International Economics, Elsevier, vol. 42(3-4), pages 371-393, May.
    14. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    15. Areti Gkypali & Apostolos Rafailidis & Kostas Tsekouras, 2015. "Innovation and export performance: do young and mature innovative firms differ?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(2), pages 397-415, December.
    16. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    17. Bogliacino, Francesco & Vivarelli, Marco & Araújo, Bruno César, 2011. "Technology, trade and skills in Brazil: evidence from micro data," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    18. Robbins, Donald J., 1996. "Hos Hits Facts: Facts Win Evidence On Trade And Wages In The Developing World," Harvard Institute for International Development (HIID) Papers 294374, Harvard University, Kennedy School of Government.
    19. Robbins, Donald & Gindling, T H, 1999. "Trade Liberalization and the Relative Wages for More-Skilled Workers in Costa Rica," Review of Development Economics, Wiley Blackwell, vol. 3(2), pages 140-154, June.
    20. Gordon H. Hanson & Ann Harrison, 2022. "Trade Liberalization And Wage Inequality In Mexico," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 3, pages 43-60, World Scientific Publishing Co. Pte. Ltd..
    21. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    22. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    23. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages 60-70.
    24. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    25. Piva, Mariacristina., 2004. "The impact of technology transfer on employment and income distribution in developing countries : a survey of theoretical models and empirical studies," ILO Working Papers 993666903402676, International Labour Organization.
    26. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    27. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    28. Jörg MAYER, 2000. "Globalization, Technology Tranfer And Skill Accumulation In Low-Income Countries," UNCTAD Discussion Papers 150, United Nations Conference on Trade and Development.
    29. Shiferaw, Admasu, 2007. "Firm Heterogeneity and Market Selection in Sub-Saharan Africa: Does It Spur Industrial Progress?," Economic Development and Cultural Change, University of Chicago Press, vol. 55(2), pages 393-423, January.
    30. Donald J. Robbins, 1996. "Evidence on Trade and Wages in the Developing World," OECD Development Centre Working Papers 119, OECD Publishing.
    31. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    32. Arne Bigsten & Mulu Gebreeyesus, 2007. "The Small, the Young, and the Productive: Determinants of Manufacturing Firm Growth in Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 55(4), pages 813-840, July.
    33. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    34. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    35. Görg, Holger & Strobl, Eric, 2002. "Relative Wages, Openness and Skill-Biased Technological Change," IZA Discussion Papers 596, Institute of Labor Economics (IZA).
    36. Yeaple, Stephen Ross, 2005. "A simple model of firm heterogeneity, international trade, and wages," Journal of International Economics, Elsevier, vol. 65(1), pages 1-20, January.
    37. Robbins, Donald J., 2003. "The impact of trade liberalization upon inequality in developing countries : a review of theory and evidence," ILO Working Papers 993650553402676, International Labour Organization.
    38. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    39. Griliches, Zvi, 1969. "Capital-Skill Complementarity," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 465-468, November.
    40. Berman, Eli & Machin, Stephen, 2000. "Skill-Based Technology Transfer around the World," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 16(3), pages 12-22, Autumn.
    41. Navaretti, Giorgio Barba & Soloaga, Isidro & Takacs, Wendy, 1998. "When vintage technology makes sense : matching imports to skills," Policy Research Working Paper Series 1923, The World Bank.
    42. Eddy LEE & Marco VIVARELLI, 2006. "The social impact of globalization in the developing countries," International Labour Review, International Labour Organization, vol. 145(3), pages 167-184, September.
    43. Shiferaw, Admasu, 2007. "Firm Heterogeneity and Market Selection in Sub-Saharan Africa: Does It Spur Industrial Progress?," Economic Development and Cultural Change, University of Chicago Press, vol. 55(2), pages 393-423, January.
    44. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    45. Bruno Cesar Araújo & Francesco Bogliacino & Marco Vivarelli, 2011. "Technology, trade and skills in Brazil: Some evidence from microdata," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1171, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    46. Arne Bigsten & Mulu Gebreeyesus & Måns Söderbom, 2009. "Gradual Trade Liberalization and Firm Performance in Ethiopia," CSAE Working Paper Series 2009-21, Centre for the Study of African Economies, University of Oxford.
    47. Pablo Fajnzylber & Ana Fernandes, 2009. "International economic activities and skilled labour demand: evidence from Brazil and China," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 563-577.
    48. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    49. Meschi, Elena & Vivarelli, Marco, 2009. "Trade and Income Inequality in Developing Countries," World Development, Elsevier, vol. 37(2), pages 287-302, February.
    50. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    51. repec:ilo:ilowps:365055 is not listed on IDEAS
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    8. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the employment and skill impact of new technologies: A survey and some methodological issues," GLO Discussion Paper Series 397, Global Labor Organization (GLO).
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    14. Carlos Bianchi & Hugo Laguna, 2020. "Firm’s innovation strategies and employment: new evidence from Uruguay," Documentos de Trabajo (working papers) 20-06, Instituto de Economía - IECON.
    15. Kristina Matuzeviciute & Mindaugas Butkus & Akvile Karaliute, 2017. "Do Technological Innovations Affect Unemployment? Some Empirical Evidence from European Countries," Economies, MDPI, vol. 5(4), pages 1-19, December.
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    18. Priscilla Twumasi Baffour & F. Ebo Turkson & Agyapomaa Gyeke-Dako & Abena D. Oduro & Emmanuel Nii Abbey, 2020. "Innovation and employment in manufacturing and service firms in Ghana," Small Business Economics, Springer, vol. 54(4), pages 1153-1164, April.
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    23. Arnd Kölling & Antje Mertens, 2022. "Export activities and the demand for skills in German businesses," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(1), pages 189-223, February.

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