IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v60y2023i2d10.1007_s11123-023-00694-z.html
   My bibliography  Save this article

The impact of local financial development and corruption control on firm efficiency in Vietnam: evidence from a geoadditive stochastic frontier analysis

Author

Listed:
  • Rouven E. Haschka

    (University of Cologne)

  • Helmut Herwartz

    (University of Göttingen)

  • Clara Silva Coelho

    (University of Hamburg)

  • Yabibal M. Walle

    (German Institute of Development and Sustainability (IDOS))

Abstract

In this paper, we use a geoadditve Bayesian stochastic frontier analysis to empirically assess the impact of provincial-level financial development, corruption control, and their interaction on firm efficiency in Vietnam. Using panel data from more than 40,000 Vietnamese firms during 2006-2013, we find that financial development decreases firm efficiency, while corruption control promotes it. Moreover, financial development and corruption control interact positively in affecting firm efficiency. Our results imply that corruption control not only enhances firm efficiency directly by reducing unnecessary regulatory burdens, costs, and delays, but it also offsets potential inefficiencies that arise from increased financial development.

Suggested Citation

  • Rouven E. Haschka & Helmut Herwartz & Clara Silva Coelho & Yabibal M. Walle, 2023. "The impact of local financial development and corruption control on firm efficiency in Vietnam: evidence from a geoadditive stochastic frontier analysis," Journal of Productivity Analysis, Springer, vol. 60(2), pages 203-226, October.
  • Handle: RePEc:kap:jproda:v:60:y:2023:i:2:d:10.1007_s11123-023-00694-z
    DOI: 10.1007/s11123-023-00694-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11123-023-00694-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11123-023-00694-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. M. Diaz & Rosario Sanchez, 2008. "Firm size and productivity in Spain: a stochastic frontier analysis," Small Business Economics, Springer, vol. 30(3), pages 315-323, March.
    2. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    3. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    4. Nguyen, Thuy Thu & van Dijk, Mathijs A., 2012. "Corruption, growth, and governance: Private vs. state-owned firms in Vietnam," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2935-2948.
    5. Tran, Viet T. & Walle, Yabibal M. & Herwartz, Helmut, 2020. "The impact of local financial development on firm growth in Vietnam: Does the level of corruption matter?," European Journal of Political Economy, Elsevier, vol. 62(C).
    6. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    7. Ludwig Fahrmeir & Stefan Lang, 2001. "Bayesian inference for generalized additive mixed models based on Markov random field priors," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 50(2), pages 201-220.
    8. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    9. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    10. Hanousek, Jan & Shamshur, Anastasiya & Tresl, Jiri, 2019. "Firm efficiency, foreign ownership and CEO gender in corrupt environments," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 344-360.
    11. Clarke, George R.G., 2011. "How Petty is Petty Corruption? Evidence from Firm Surveys in Africa," World Development, Elsevier, vol. 39(7), pages 1122-1132, July.
    12. Klein, Nadja & Herwartz, Helmut & Kneib, Thomas, 2020. "Modelling regional patterns of inefficiency: A Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales," Journal of Econometrics, Elsevier, vol. 214(2), pages 513-539.
    13. Brown, J David & Earle, John S & Lup, Dana, 2005. "What Makes Small Firms Grow? Finance, Human Capital, Technical Assistance, and the Business Environment in Romania," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 33-70, October.
    14. Jan-Michael Becker & Dorian Proksch & Christian M. Ringle, 2022. "Revisiting Gaussian copulas to handle endogenous regressors," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 46-66, January.
    15. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    16. Hung-Jen Wang, 2002. "Heteroscedasticity and Non-Monotonic Efficiency Effects of a Stochastic Frontier Model," Journal of Productivity Analysis, Springer, vol. 18(3), pages 241-253, November.
    17. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Nigel Driffield & Max Munday, 2001. "Foreign Manufacturing, Regional Agglomeration and Technical Efficiency in UK Industries: A Stochastic Production Frontier Approach," Regional Studies, Taylor & Francis Journals, vol. 35(5), pages 391-399.
    20. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2006. "The influence of financial and legal institutions on firm size," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2995-3015, November.
    21. Dal Bo, Ernesto & Rossi, Martin A., 2007. "Corruption and inefficiency: Theory and evidence from electric utilities," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 939-962, June.
    22. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    23. Isaac Ehrlich & Francis T. Lui, 1999. "Bureaucratic Corruption and Endogenous Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 270-293, December.
    24. 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.
    25. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    26. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    27. Tsukamoto, Takahiro, 2019. "A spatial autoregressive stochastic frontier model for panel data incorporating a model of technical inefficiency," Japan and the World Economy, Elsevier, vol. 50(C), pages 66-77.
    28. Acemoglu, Daron & Verdier, Thierry, 1998. "Property Rights, Corruption and the Allocation of Talent: A General Equilibrium Approach," Economic Journal, Royal Economic Society, vol. 108(450), pages 1381-1403, September.
    29. Akihiro Otsuka & Mika Goto & Toshiyuki Sueyoshi, 2010. "Industrial agglomeration effects in Japan: Productive efficiency, market access, and public fiscal transfer," Papers in Regional Science, Wiley Blackwell, vol. 89(4), pages 819-840, November.
    30. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    31. John Rand & Finn Tarp, 2012. "Firm-Level Corruption in Vietnam," Economic Development and Cultural Change, University of Chicago Press, vol. 60(3), pages 571-595.
    32. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    33. Kumbhakar, Subal C, 1988. "On the Estimation of Technical and Allocative Inefficiency Using Stochastic Frontier Functions: The Case of U.S. Class 1 Railroads," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 29(4), pages 727-743, November.
    34. Moretti, Luigi, 2014. "Local financial development, socio-institutional environment, and firm productivity: Evidence from Italy," European Journal of Political Economy, Elsevier, vol. 35(C), pages 38-51.
    35. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
    36. Teame Ghirmay, 2004. "Financial Development and Economic Growth in Sub‐Saharan African Countries: Evidence from Time Series Analysis," African Development Review, African Development Bank, vol. 16(3), pages 415-432.
    37. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    38. Ahlin, Christian & Pang, Jiaren, 2008. "Are financial development and corruption control substitutes in promoting growth?," Journal of Development Economics, Elsevier, vol. 86(2), pages 414-433, June.
    39. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    40. Wang, Yuanyuan & You, Jing, 2012. "Corruption and firm growth: Evidence from China," China Economic Review, Elsevier, vol. 23(2), pages 415-433.
    41. Haschka, Rouven E. & Herwartz, Helmut & Struthmann, Philipp & Tran, Viet Tuan & Walle, Yabibal M., 2022. "The joint effects of financial development and the business environment on firm growth: Evidence from Vietnam," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 486-506.
    42. Rouven Edgar Haschka & Katharina Schley & Helmut Herwartz, 2020. "Provision of health care services and regional diversity in Germany: insights from a Bayesian health frontier analysis with spatial dependencies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 55-71, February.
    43. David Reeb & Mariko Sakakibara & Ishtiaq P Mahmood, 2012. "From the Editors: Endogeneity in international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(3), pages 211-218, April.
    44. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    45. Fafchamps, Marcel & Schündeln, Matthias, 2013. "Local financial development and firm performance: Evidence from Morocco," Journal of Development Economics, Elsevier, vol. 103(C), pages 15-28.
    46. Philip Arestis & Georgios Chortareas & Evangelia Desli, 2006. "Financial Development And Productive Efficiency In Oecd Countries: An Exploratory Analysis," Manchester School, University of Manchester, vol. 74(4), pages 417-440, July.
    47. Gaygysyz Ashyrov & Helen Poltimäe, 2022. "Does Corruption Hinder Firm Energy Efficiency? Evidence From Vietnam," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 137, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    48. Farrokh Nourzad, 2002. "Financial development and productive efficiency: A panel study of developed and developing countries," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 26(2), pages 138-148, June.
    49. Demirguc-Kunt, Asli & Love, Inessa & Maksimovic, Vojislav, 2006. "Business environment and the incorporation decision," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2967-2993, November.
    50. repec:dau:papers:123456789/7476 is not listed on IDEAS
    51. Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).
    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. Tran, Viet T. & Walle, Yabibal M. & Herwartz, Helmut, 2020. "The impact of local financial development on firm growth in Vietnam: Does the level of corruption matter?," European Journal of Political Economy, Elsevier, vol. 62(C).
    2. Haschka, Rouven E. & Herwartz, Helmut & Struthmann, Philipp & Tran, Viet Tuan & Walle, Yabibal M., 2022. "The joint effects of financial development and the business environment on firm growth: Evidence from Vietnam," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 486-506.
    3. Ullah, Barkat, 2020. "Financial constraints, corruption, and SME growth in transition economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 120-132.
    4. Tran, Viet T. & Nguyen, Trung Thanh & Tran, Nguyet T.M., 2019. "Gender difference in access to local finance and firm performance: Evidence from a panel survey in Vietnam," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 150-164.
    5. Beck, T.H.L., 2011. "The Role of Finance in Economic Development : Benefits, Risks, and Politics," Discussion Paper 2011-141, Tilburg University, Center for Economic Research.
    6. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.
    7. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    8. Lu, Jiankun & Zhang, Hongsheng & Meng, Bo, 2021. "Corruption, firm productivity, and gains from import liberalization in China," Economic Modelling, Elsevier, vol. 101(C).
    9. Thorsten Beck, 2013. "Finance, growth and fragility: the role of government," International Journal of Banking, Accounting and Finance, Inderscience Enterprises Ltd, vol. 5(1/2), pages 49-77.
    10. Priya, Pragati & Sharma, Chandan, 2023. "Reinforcing the effects of corruption and financial constraints on firm performance: Normal versus crisis period in developing economies," Economic Modelling, Elsevier, vol. 127(C).
    11. Norman Loayza & Amine Ouazad & Romain Ranciere, 2017. "Financial Development, Growth, and Crisis: Is There a Trade-Off?," Working Papers 114, Peruvian Economic Association.
    12. Yabibal M. Walle, 2023. "Social Cohesion and Firms’ Access to Finance in Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 167(1), pages 27-46, June.
    13. Nirosha Hewa Wellalage & Stuart Locke & Helen Samujh, 2020. "Firm bribery and credit access: evidence from Indian SMEs," Small Business Economics, Springer, vol. 55(1), pages 283-304, June.
    14. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    15. Ahlin, Christian & Pang, Jiaren, 2008. "Are financial development and corruption control substitutes in promoting growth?," Journal of Development Economics, Elsevier, vol. 86(2), pages 414-433, June.
    16. Mendoza, Ronald U. & Canare, Tristan A. & Ang, Alvin, 2015. "Doing Business: A Review of Literature and Its Role in APEC 2015," Research Paper Series DP 2015-37, Philippine Institute for Development Studies.
    17. Banerjee, Rajabrata & Gupta, Kartick & Krishnamurti, Chandrasekhar, 2022. "Does corrupt practice increase the implied cost of equity?," Journal of Corporate Finance, Elsevier, vol. 73(C).
    18. Hasan Ayaydin & Pinar Hayaloglu, 2014. "The Effect of Corruption on Firm Growth: Evidence from Firms in Turkey," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 4(5), pages 607-624, May.
    19. Ang, Alvin & Mendoza, Ronald U. & Canare, Tristan A., 2015. "Doing Business: A Review of Literature and Its Role in APEC 2015," Discussion Papers DP 2015-37, Philippine Institute for Development Studies.
    20. Zhang, Jin & Wang, Lanfang & Wang, Susheng, 2012. "Financial development and economic growth: Recent evidence from China," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 393-412.

    More about this item

    Keywords

    Geoadditve Bayesian stochastic frontier analysis; Financial development; Corruption control; Firm efficiency; Vietnam;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:kap:jproda:v:60:y:2023:i:2:d:10.1007_s11123-023-00694-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.