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Do digitalization spurs SMEs’ participation in foreign markets?

Author

Listed:
  • Dolores Añon Higón

    (Department of Applied Economics II and ERI-CES, Faculty of Economics, Universitat de València, Avda. Tarongers, s/n, 46022 Valencia (Spain).)

  • Juan A. Daniel Bonvin

    (Department of Applied Economics II, Faculty of Economics, Universitat de València, Avda. Tarongers, s/n, 46022 Valencia (Spain).)

Abstract
This study aims to empirically examine the impact of the digital transformation on the participation of small and medium-sized enterprises (SMEs) in export and import activities. In this regard, empirical evidence at the firm level is very limited. Using a representative panel of Spanish SMEs from 2001 to 2014, we contribute to the literature by constructing a multidimensional index of digitization at the firm level and estimating a set of dynamic models analyzing the direct and indirect (via total factor productivity) effects of the digital transformation on SMEs’ export and import strategies. Overall, our results show that firm decisions to export and import are simultaneously determined. Moreover, the firms’ degree of digitalization positively influences the probability to export and import, both directly and indirectly through TFP. The direct effect seems to be larger for exports than for imports, while the opposite seems true for the indirect effect.

Suggested Citation

  • Dolores Añon Higón & Juan A. Daniel Bonvin, 2023. "Do digitalization spurs SMEs’ participation in foreign markets?," Working Papers 2307, Department of Applied Economics II, Universidad de Valencia.
    • Handle: RePEc:eec:wpaper:2307
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    1. Richard Baldwin, 2016. "The World Trade Organization and the Future of Multilateralism," Journal of Economic Perspectives, American Economic Association, vol. 30(1), pages 95-116, Winter.
    2. Lendle, Andreas & Olarreaga, Marcelo & Schropp, Simon & Vezina, Pierre-Louis, 2012. "There goes gravity : how eBay reduces trade costs," Policy Research Working Paper Series 6253, The World Bank.
    3. Flora Bellone & Patrick Musso & Lionel Nesta & Stefano Schiavo, 2010. "Financial Constraints and Firm Export Behaviour," The World Economy, Wiley Blackwell, vol. 33(3), pages 347-373, March.
    4. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    5. Anastasia Semykina, 2018. "Self‐employment among women: Do children matter more than we previously thought?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(3), pages 416-434, April.
    6. David Aristei & Davide Castellani & Chiara Franco, 2013. "Firms’ exporting and importing activities: is there a two-way relationship?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 55-84, March.
    7. Eric J. Bartelsman & Martin Falk & Eva Hagsten & Michael Polder, 2019. "Productivity, technological innovations and broadband connectivity: firm-level evidence for ten European countries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 25-48, March.
    8. García-Vega, María & Huergo, Elena, 2019. "The role of international and domestic R&D outsourcing for firm innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 775-792.
    9. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    10. Heitor Almeida & Murillo Campello & Igor Cunha & Michael S. Weisbach, 2014. "Corporate Liquidity Management: A Conceptual Framework and Survey," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 135-162, December.
    11. Joachim Wagner, 2016. "Credit Constraints and Exports: A Survey of Empirical Studies Using Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 12, pages 401-421, World Scientific Publishing Co. Pte. Ltd..
    12. Rasha Mostafa & Colin Wheeler & Marian Jones, 2005. "Entrepreneurial orientation, commitment to the Internet and export performance in small and medium sized exporting firms," Journal of International Entrepreneurship, Springer, vol. 3(4), pages 291-302, December.
    13. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    14. Bianka Dettmer, 2014. "International Service Transactions: Is Time a Trade Barrier in a Connected World?," International Economic Journal, Taylor & Francis Journals, vol. 28(2), pages 225-254, June.
    15. Juan Alcácer & John Cantwell & Lucia Piscitello, 2016. "Internationalization in the information age: A new era for places, firms, and international business networks?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(5), pages 499-512, June.
    16. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    17. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    18. Alguacil Marí, María Teresa & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2020. "What is so special about robots and trade?," University of Göttingen Working Papers in Economics 410, University of Goettingen, Department of Economics.
    19. Caroline Freund & Diana Weinhold, 2002. "The Internet and International Trade in Services," American Economic Review, American Economic Association, vol. 92(2), pages 236-240, May.
    20. Jan De Loecker, 2013. "Detecting Learning by Exporting," American Economic Journal: Microeconomics, American Economic Association, vol. 5(3), pages 1-21, August.
    21. Laura Abramovsky & Rachel Griffith, 2006. "Outsourcing and Offshoring of Business Services: How Important is ICT?," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 594-601, 04-05.
    22. Nath, Hiranya K. & Liu, Lirong, 2017. "Information and communications technology (ICT) and services trade," Information Economics and Policy, Elsevier, vol. 41(C), pages 81-87.
    23. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2017. "Knowledge Spillovers, ICT and Productivity Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 592-618, August.
    24. Richard W. Blundell & James L. Powell, 2004. "Endogeneity in Semiparametric Binary Response Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 655-679.
    25. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    26. Berndt, Ernst R. & Morrison, Catherine J., 1995. "High-tech capital formation and economic performance in U.S. manufacturing industries An exploratory analysis," Journal of Econometrics, Elsevier, vol. 65(1), pages 9-43, January.
    27. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    28. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    29. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    30. Peter Gal & Giuseppe Nicoletti & Theodore Renault & Stéphane Sorbe & Christina Timiliotis, 2019. "Digitalisation and productivity: In search of the holy grail – Firm-level empirical evidence from EU countries," OECD Economics Department Working Papers 1533, OECD Publishing.
    31. 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.
    32. Fernandes, Ana M. & Mattoo, Aaditya & Nguyen, Huy & Schiffbauer, Marc, 2019. "The internet and Chinese exports in the pre-ali baba era," Journal of Development Economics, Elsevier, vol. 138(C), pages 57-76.
    33. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    34. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2014. "Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing," American Economic Review, American Economic Association, vol. 104(5), pages 394-399, May.
    35. Sharon Loane, 2005. "The role of the internet in the internationalisation of small and medium sized companies," Journal of International Entrepreneurship, Springer, vol. 3(4), pages 263-277, December.
    36. Richard Kneller & Jonathan Timmis, 2016. "ICT and Exporting: The Effects of Broadband on the Extensive Margin of Business Service Exports," Review of International Economics, Wiley Blackwell, vol. 24(4), pages 757-796, September.
    37. Burcu Ozcan, 2018. "Information and communications technology (ICT) and international trade: evidence from Turkey," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 93-113, April.
    38. Thomas Hempell, 2005. "Does experience matter? innovations and the productivity of information and communication technologies in German services," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 277-303.
    39. Andre Jungmittag & Paul Welfens, 2009. "Liberalization of EU telecommunications and trade: theory, gravity equation analysis and policy implications," International Economics and Economic Policy, Springer, vol. 6(1), pages 23-39, June.
    40. Nicholas Bloom & Renata Lemos & Raffaella Sadun & Daniela Scur & John Reenen, 2014. "Jeea-Fbbva Lecture 2013: The New Empirical Economics Of Management," Journal of the European Economic Association, European Economic Association, vol. 12(4), pages 835-876, August.
    41. Erik Brynjolfsson, 1996. "The Contribution of Information Technology to Consumer Welfare," Information Systems Research, INFORMS, vol. 7(3), pages 281-300, September.
    42. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    43. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    44. Francesco Nucci & Filomena Pietrovito & Alberto Franco Pozzolo, 2021. "Imports and credit rationing: A firm‐level investigation," The World Economy, Wiley Blackwell, vol. 44(11), pages 3141-3167, November.
    45. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    46. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    47. Arvanitis, Spyros & Loukis, Euripidis N., 2009. "Information and communication technologies, human capital, workplace organization and labour productivity: A comparative study based on firm-level data for Greece and Switzerland," Information Economics and Policy, Elsevier, vol. 21(1), pages 43-61, February.
    48. George R. G. Clarke & Scott J. Wallsten, 2006. "Has the Internet Increased Trade? Developed and Developing Country Evidence," Economic Inquiry, Western Economic Association International, vol. 44(3), pages 465-484, July.
    49. Peter Gal & Giuseppe Nicoletti & Christina von Rüden & Stéphane Sorbe & Théodore Renault, 2019. "Digitalization and Productivity: In Search of the Holy Grail - Firm-level Empirical Evidence from European Countries," International Productivity Monitor, Centre for the Study of Living Standards, vol. 37, pages 39-71, Fall.
    50. Rhona Johnsen & Ko-Min Tseng, 2011. "The internet and internationalisation in UK manufacturing SMEs," Post-Print hal-00771834, HAL.
    51. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    52. Swamidass, Paul M., 2003. "Modeling the adoption rates of manufacturing technology innovations by small US manufacturers: a longitudinal investigation," Research Policy, Elsevier, vol. 32(3), pages 351-366, March.
    53. Ernesto Cassetta & Umberto Monarca & Ivano Dileo & Claudio Di Berardino & Marco Pini, 2020. "The relationship between digital technologies and internationalisation. Evidence from Italian SMEs," Industry and Innovation, Taylor & Francis Journals, vol. 27(4), pages 311-339, April.
    54. Robert J.R. Elliott & Nicholas J. Horsewood & Liyun Zhang, 2019. "Importing exporters and exporting importers: A study of the decision of Chinese firms to engage in international trade," Review of International Economics, Wiley Blackwell, vol. 27(1), pages 240-266, February.
    55. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    56. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    57. Laursen, Keld & Meliciani, Valentina, 2010. "The role of ICT knowledge flows for international market share dynamics," Research Policy, Elsevier, vol. 39(5), pages 687-697, June.
    58. 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.
    59. Eva Hagsten & Patricia Kotnik, 2017. "ICT as facilitator of internationalisation in small- and medium-sized firms," Small Business Economics, Springer, vol. 48(2), pages 431-446, February.
    60. Simon Commander & Rupert Harrison & Naercio Menezes-Filho, 2011. "ICT and Productivity in Developing Countries: New Firm-Level Evidence from Brazil and India," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 528-541, May.
    61. Evgeniya Yushkova, 2014. "Impact of ICT on trade in different technology groups: analysis and implications," International Economics and Economic Policy, Springer, vol. 11(1), pages 165-177, February.
    62. María Nieto & Zulima Fernández, 2005. "The role of information technology in corporate strategy of small and medium enterprises," Journal of International Entrepreneurship, Springer, vol. 3(4), pages 251-262, December.
    63. Eva Hagsten, 2015. "Distributed access to linked microdata: the example of ICT and exports," Applied Economics Letters, Taylor & Francis Journals, vol. 22(7), pages 576-580, May.
    64. Flavio Calvino & Chiara Criscuolo & Luca Marcolin & Mariagrazia Squicciarini, 2018. "A taxonomy of digital intensive sectors," OECD Science, Technology and Industry Working Papers 2018/14, OECD Publishing.
    65. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    66. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    67. Ruby Roy Dholakia & Nir Kshetri, 2004. "Factors Impacting the Adoption of the Internet among SMEs," Small Business Economics, Springer, vol. 23(4), pages 311-322, November.
    68. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    69. Katherine Stapleton & Michael Webb, 2020. "Automation, trade and multinational activity: Micro evidence from Spain," CSAE Working Paper Series 2020-16, Centre for the Study of African Economies, University of Oxford.
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    More about this item

    Keywords

    Exports; Imports; Digital transformation; SMEs; Productivity.;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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