[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/sit/wpaper/21_2.html
   My bibliography  Save this paper

Multilevel analysis of firms’ performance in Emerging Economies: The role of transport infrastructures and logistics as contextual factors

Author

Listed:
  • Bergantino, Angela Stefania
  • Capozza, Claudia
  • Spiru, Ada
Abstract
Firms as part of an ecosystem are constrained by many context facets, having different dimensions and effects on their performance. In this work, we explore differences in firm performance in emerging economies by introducing contextual factors at country-level along with firm-level factors into the analysis. Especially, our focus is on a country's transport infrastructure endowment and logistics services as a source of heterogeneity in firm performance. We perform a multilevel analysis that allows us to define a two-level hierarchical structure, where firms are nested in countries. The empirical framework adopted allows us not to neglect other contextual bases by relying on their multidimensionality and global diversity. Our results confirm that part of the country-level variability in firm performance is explained by transport infrastructure and logistics services. The impact is, however, heterogeneous across infrastructures: network-type infrastructures, such as roads, railways, and logistics services, have a larger effect on firm-level performance, while transport nodes, such as airports and ports, show little or no effect. This research provides useful implications for both theory and practice, especially for policymakers and organizations.

Suggested Citation

  • Bergantino, Angela Stefania & Capozza, Claudia & Spiru, Ada, 2021. "Multilevel analysis of firms’ performance in Emerging Economies: The role of transport infrastructures and logistics as contextual factors," Working Papers 21_2, SIET Società Italiana di Economia dei Trasporti e della Logistica.
  • Handle: RePEc:sit:wpaper:21_2
    as

    Download full text from publisher

    File URL: http://sietitalia.org/wpsiet/2021_WPSIET%20_%20Multilevel%20_Bergantino.pdf
    File Function: First version,
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    2. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    3. Straub, Stephane, 2008. "Infrastructure and growth in developing countries : recent advances and research challenges," Policy Research Working Paper Series 4460, The World Bank.
    4. Jensen, J Bradford & McGuckin, Robert H, 1997. "Firm Performance and Evolution: Empirical Regularities in the US Microdata," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 6(1), pages 25-47.
    5. Xubei Luo, 2004. "The role of infrastructure investment location in China's western development," Policy Research Working Paper Series 3345, The World Bank.
    6. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    7. Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932, April.
    8. Commander, Simon & Svejnar, Jan & Tinn, Katrin, 2008. "Explaining the performance of firms and countries: What does the business environment play?," Working Papers 836, Graduate School of Management, St. Petersburg State University.
    9. Stephane Straub, 2011. "Infrastructure and Development: A Critical Appraisal of the Macro-level Literature," Journal of Development Studies, Taylor & Francis Journals, vol. 47(5), pages 683-708.
    10. Burki, Abid A. & Terrell, Dek, 1998. "Measuring production efficiency of small firms in Pakistan," World Development, Elsevier, vol. 26(1), pages 155-169, January.
    11. David B. Audretsch & A. Roy Thurik, 2000. "Capitalism and democracy in the 21st Century: from the managed to the entrepreneurial economy," Journal of Evolutionary Economics, Springer, vol. 10(1), pages 17-34.
    12. Fabienne Boudier‐Bensebaa, 2005. "Agglomeration economies and location choice: Foreign direct investment in Hungary," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(4), pages 605-628, October.
    13. Zoltán J. Ács & Erkko Autio & László Szerb, 2015. "National Systems of Entrepreneurship: Measurement issues and policy implications," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 28, pages 523-541, Edward Elgar Publishing.
    14. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    15. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    16. Allan O’Connor & Erik Stam & Fiona Sussan & David B. Audretsch, 2018. "Entrepreneurial Ecosystems: The Foundations of Place-based Renewal," International Studies in Entrepreneurship, in: Allan O'Connor & Erik Stam & Fiona Sussan & David B. Audretsch (ed.), Entrepreneurial Ecosystems, pages 1-21, Springer.
    17. Andreas Moxnes, 2010. "Are sunk costs in exporting country specific?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(2), pages 467-493, May.
    18. Cieslik, Andrzej & Ryan, Michael, 2004. "Explaining Japanese direct investment flows into an enlarged Europe: A comparison of gravity and economic potential approaches," Journal of the Japanese and International Economies, Elsevier, vol. 18(1), pages 12-37, March.
    19. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    20. Murphy, Gregory B. & Trailer, Jeff W. & Hill, Robert C., 1996. "Measuring performance in entrepreneurship research," Journal of Business Research, Elsevier, vol. 36(1), pages 15-23, May.
    21. David Audretsch & Michael Fritsch, 2002. "Growth Regimes over Time and Space," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 113-124.
    22. F.C. Stam & Andrew van de Ven, 2018. "Entrepreneurial Ecosystems: A Systems Perspective," Working Papers 18-06, Utrecht School of Economics.
    23. Belderbos, Rene & Carree, Martin, 2002. "The Location of Japanese Investments in China: Agglomeration Effects, Keiretsu, and Firm Heterogeneity," Journal of the Japanese and International Economies, Elsevier, vol. 16(2), pages 194-211, June.
    24. Erik Stam & Andrew Ven, 2021. "Entrepreneurial ecosystem elements," Small Business Economics, Springer, vol. 56(2), pages 809-832, February.
    25. Robinson, Kenneth Charles, 1999. "An examination of the influence of industry structure on eight alternative measures of new venture performance for high potential independent new ventures," Journal of Business Venturing, Elsevier, vol. 14(2), pages 165-187, March.
    26. César Calderón & Enrique Moral‐Benito & Luis Servén, 2015. "Is infrastructure capital productive? A dynamic heterogeneous approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(2), pages 177-198, March.
    27. Holl, Adelheid, 2004. "Manufacturing location and impacts of road transport infrastructure: empirical evidence from Spain," Regional Science and Urban Economics, Elsevier, vol. 34(3), pages 341-363, May.
    28. Alex Coad & Jacob Rubæk Holm & Jackie Krafft & Francesco Quatraro, 2018. "Firm age and performance," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 1-11, January.
    29. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    30. Demurger, Sylvie, 2001. "Infrastructure Development and Economic Growth: An Explanation for Regional Disparities in China?," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 95-117, March.
    31. Dollar, David & Hallward-Driemeier, Mary & Mengistae, Taye, 2005. "Investment Climate and Firm Performance in Developing Economies," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 1-31, October.
    32. Simona Mateut, 2018. "Subsidies, financial constraints and firm innovative activities in emerging economies," Small Business Economics, Springer, vol. 50(1), pages 131-162, January.
    33. Simon Commander & Jan Svejnar, 2011. "Business Environment, Exports, Ownership, and Firm Performance," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 309-337, February.
    34. Russell W. Coff, 1999. "When Competitive Advantage Doesn't Lead to Performance: The Resource-Based View and Stakeholder Bargaining Power," Organization Science, INFORMS, vol. 10(2), pages 119-133, April.
    35. Goldszmidt, Rafael G. Burstein & Brito, Luiz Artur Ledur & de Vasconcelos, Flávio Carvalho, 2011. "Country effect on firm performance: A multilevel approach," Journal of Business Research, Elsevier, vol. 64(3), pages 273-279, March.
    36. Jean-Jacques Dethier & Maximilian Hirn & Stéphane Straub, 2011. "Explaining Enterprise Performance in Developing Countries with Business Climate Survey Data," The World Bank Research Observer, World Bank, vol. 26(2), pages 258-309, August.
    37. David Urbano & Sebastian Aparicio & David Audretsch, 2019. "Twenty-five years of research on institutions, entrepreneurship, and economic growth: what has been learned?," Small Business Economics, Springer, vol. 53(1), pages 21-49, June.
    38. Jacoby, Hanan C, 2000. "Access to Markets and the Benefits of Rural Roads," Economic Journal, Royal Economic Society, vol. 110(465), pages 713-737, July.
    39. David Canning & Peter Pedroni, 2008. "Infrastructure, Long‐Run Economic Growth And Causality Tests For Cointegrated Panels," Manchester School, University of Manchester, vol. 76(5), pages 504-527, September.
    40. Deichmann, Uwe & Kaiser, Kai & Lall, Somik V & Shalizi, Zmarak, 2005. "Agglomeration, transport, and regional development in Indonesia," Policy Research Working Paper Series 3477, The World Bank.
    41. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    42. Allan O'Connor & Erik Stam & Fiona Sussan & David B. Audretsch (ed.), 2018. "Entrepreneurial Ecosystems," International Studies in Entrepreneurship, Springer, number 978-3-319-63531-6, November.
    43. John McMillan & Christopher Woodruff, 2002. "The Central Role of Entrepreneurs in Transition Economies," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 153-170, Summer.
    44. Commander, Simon & Svejnar, Jan & Tinn, Katrin, 2008. "Explaining the performance of firms and countries: What does the business environment play?," Working Papers 22, Graduate School of Management, St. Petersburg State University.
    45. Erik Stam, 2018. "Measuring Entrepreneurial Ecosystems," International Studies in Entrepreneurship, in: Allan O'Connor & Erik Stam & Fiona Sussan & David B. Audretsch (ed.), Entrepreneurial Ecosystems, pages 173-197, Springer.
    46. Ndeye Ndiaye & Lutfi Abdul Razak & Ruslan Nagayev & Adam Ng, 2018. "Demystifying small and medium enterprises’ (SMEs) performance in emerging and developing economies," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 269-281, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Angela Stefania Bergantino & Claudia Capozza & Ada Spiru, 2023. "Transport endowment, knowledge spillovers and firm performance in emerging economies," Small Business Economics, Springer, vol. 61(4), pages 1515-1541, December.
    2. Leendertse, Jip & Schrijvers, Mirella & Stam, Erik, 2022. "Measure Twice, Cut Once: Entrepreneurial Ecosystem Metrics," Research Policy, Elsevier, vol. 51(9).
    3. Coad, Alex & Srhoj, Stjepan, 2023. "Entrepreneurial ecosystems and regional persistence of high growth firms: A ‘broken clock’ critique," Research Policy, Elsevier, vol. 52(6).
    4. Daniel Sunghwan Cho & Paul Ryan & Giulio Buciuni, 2022. "Evolutionary entrepreneurial ecosystems: a research pathway," Small Business Economics, Springer, vol. 58(4), pages 1865-1883, April.
    5. Bessagnet, Arnauld & Crespo, Joan & Vicente, Jérôme, 2021. "Unraveling the multi-scalar and evolutionary forces of entrepreneurial ecosystems: A historical event analysis applied to IoT Valley," Technovation, Elsevier, vol. 108(C).
    6. Quoc Hoang Thai & Khuong Ngoc Mai & Tung Thanh Do, 2023. "An Evolution of Entrepreneurial Ecosystem Studies: A Systematic Literature Review and Future Research Agenda," SAGE Open, , vol. 13(1), pages 21582440231, March.
    7. Maksim Belitski & Pınar Büyükbalci, 2021. "Uncharted waters of the entrepreneurial ecosystems research: Comparing Greater Istanbul and Reading ecosystems," Growth and Change, Wiley Blackwell, vol. 52(2), pages 727-750, June.
    8. Abootorabi, Hooman & Wiklund, Johan & Johnson, Alan R. & Miller, Cameron D., 2021. "A holistic approach to the evolution of an entrepreneurial ecosystem: An exploratory study of academic spin-offs," Journal of Business Venturing, Elsevier, vol. 36(5).
    9. Jana Schmutzler & Veneta Andonova & Jonathan Perez-Lopez, 2021. "The role of diaspora in opportunity-driven entrepreneurial ecosystems: A mixed-methods study of Balkan economies," International Entrepreneurship and Management Journal, Springer, vol. 17(2), pages 693-729, June.
    10. M.A. Véganzonès-Varoudakis & H. T. M. Nguyen, 2018. "Investment climate, outward orientation and manufacturing firm productivity: new empirical evidence," Applied Economics, Taylor & Francis Journals, vol. 50(53), pages 5766-5794, November.
    11. Zergawu, Yitagesu Zewdu & Walle, Yabibal M. & Giménez-Gómez, José-Manuel, 2020. "The joint impact of infrastructure and institutions on economic growth," Journal of Institutional Economics, Cambridge University Press, vol. 16(4), pages 481-502, August.
    12. Kapturkiewicz, Agata, 2022. "Varieties of Entrepreneurial Ecosystems: A comparative study of Tokyo and Bangalore," Research Policy, Elsevier, vol. 51(9).
    13. Maksim Belitski & Ana-Maria Grigore & Anca Bratu, 2021. "Political entrepreneurship: entrepreneurship ecosystem perspective," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1973-2004, December.
    14. Bejjani, Melissa & Göcke, Lutz & Menter, Matthias, 2023. "Digital entrepreneurial ecosystems: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    15. Behnam Azhdari & Jean Bonnet & Sébastien Bourdin, 2022. "Towards a Causal Model and Causal Inference of Regional Entrepreneurship Development Index, its antecedents and outcomes in European regions," Economics Working Paper Archive (University of Rennes & University of Caen) 2022-06, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    16. Zhang, Yin-Fang & Ji, Shengbao, 2018. "Does infrastructure have a transitory or longer-term impact? Evidence from China," Economic Modelling, Elsevier, vol. 73(C), pages 195-207.
    17. Andrew E. Hansen-Addy & Davide M. Parrilli & Ishmael Tingbani, 2024. "The impact of trade facilitation on African SMEs’ performance," Small Business Economics, Springer, vol. 62(1), pages 105-131, January.
    18. Alvedalen, Janna & Carlsson, Bo, 2021. "Comparative Analysis of Five Entrepreneurial Ecosystems in Life Sciences," Papers in Innovation Studies 2021/10, Lund University, CIRCLE - Centre for Innovation Research.
    19. Maksim Belitski & Rosa Caiazza & Erik E. Lehmann, 2021. "Knowledge frontiers and boundaries in entrepreneurship research," Small Business Economics, Springer, vol. 56(2), pages 521-531, February.
    20. Alexandru Pavel & Bogdan Moldovan & Bogdana Neamtu & Cristina Hintea, 2018. "Are Investments in Basic Infrastructure the Magic Wand to Boost the Local Economy of Rural Communities from Romania?," Sustainability, MDPI, vol. 10(10), pages 1-32, September.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sit:wpaper:21_2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Edoardo Marcucci (email available below). General contact details of provider: https://edirc.repec.org/data/siettea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.