IDEAS home Printed from https://ideas.repec.org/p/eru/erudwp/wp14-02.html
   My bibliography  Save this paper

Money to fill the gap? Local financial development and energy intensity in Europe and Central Asia

Author

Listed:
  • Igor Bagayev
  • Boris Najman

Abstract

In this paper we provide original findings on the impact of local financial development (LFD) on manufacturing firms' energy intensity in European and Central Asian (ECA) post communist countries. We implement the two-step method of Guiso et al. (2004) in order to build a lagged measure of financial development at the local level. The paper is the first to use this methodology to assess local financial development in the ECA region and to test its effect on firm-level energy demand. According to related literature, our findings also show that firm size matters. But we also provide a new insight about the non-linear effect of financial development depending on the scope of the financial market. We show that while energy consumption of small businesses is more affected by local financial markets, large firms are more sensitive to countrywide financial in-depth. Overall, this paper provides econometric evidence for a financial access explanation of the "energy efficiency gap". Improving financing opportunities should increase firms’ energy efficiency. Moreover, focus on local conditions and small firms should be an important feature of active energy-saving financial policies.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Igor Bagayev & Boris Najman, 2014. "Money to fill the gap? Local financial development and energy intensity in Europe and Central Asia," Erudite Working Paper 2014-02, Erudite.
    • Handle: RePEc:eru:erudwp:wp14-02
    as

    Download full text from publisher

    File URL: http://www.erudite.univ-paris-est.fr/fileadmin/public/ERUDITE/erudwp/ERU-02-14-ib-bn.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rona-Tas, Akos & Guseva, Alya, 2013. "Information and consumer credit in Central and Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 420-435.
    2. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    3. Martin, Ralf & Muûls, Mirabelle & de Preux, Laure B. & Wagner, Ulrich J., 2012. "Anatomy of a paradox: Management practices, organizational structure and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 208-223.
    4. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    5. repec:zbw:bofrdp:2009_013 is not listed on IDEAS
    6. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    7. James D. Adams, 1999. "The Structure Of Firm R&D, The Factor Intensity Of Production, And Skill Bias," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 499-510, August.
    8. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    9. Brown, Martin & Jappelli, Tullio & Pagano, Marco, 2009. "Information sharing and credit: Firm-level evidence from transition countries," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 151-172, April.
    10. Nicholas Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "Modern Management: Good for the Environment or Just Hot Air?," Economic Journal, Royal Economic Society, vol. 120(544), pages 551-572, May.
    11. 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.
    12. Yuriy Gorodnichenko & Monika Schnitzer, 2013. "Financial Constraints And Innovation: Why Poor Countries Don'T Catch Up," Journal of the European Economic Association, European Economic Association, vol. 11(5), pages 1115-1152, October.
    13. 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.
    14. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    15. 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.
    16. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    17. Asli Demirgüç-Kunt & Vojislav Maksimovic, 1998. "Law, Finance, and Firm Growth," Journal of Finance, American Finance Association, vol. 53(6), pages 2107-2137, December.
    18. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    19. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    20. Rajeev Dehejia & Adriana Lleras-Muney, 2007. "Financial Development and Pathways of Growth: State Branching and Deposit Insurance Laws in the United States, 1900–1940," Journal of Law and Economics, University of Chicago Press, vol. 50(2), pages 239-272.
    21. Jiang, Liangliang & Lin, Chen & Lin, Ping, 2014. "The determinants of pollution levels: Firm-level evidence from Chinese manufacturing," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 118-142.
    22. Morikawa, Masayuki, 2012. "Population density and efficiency in energy consumption: An empirical analysis of service establishments," Energy Economics, Elsevier, vol. 34(5), pages 1617-1622.
    23. Kendall, Jake, 2012. "Local financial development and growth," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1548-1562.
    24. Nick Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "In brief: Modern Management: Good for the environment or just hot air?," CentrePiece - The magazine for economic performance 303, Centre for Economic Performance, LSE.
    25. Marcello Bofondi & Giorgio Gobbi, 2004. "Bad Loans and Entry into Local Credit Markets," Temi di discussione (Economic working papers) 509, Bank of Italy, Economic Research and International Relations Area.
    26. Morrison, Catherine J, 1988. "Quasi-Fixed Inputs in U.S. and Japanese Manufacturing: A Generalized Leontief Restricted Cost Function Approach," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 275-287, May.
    27. Hasan, Iftekhar & Koetter, Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 33(8), pages 1446-1453, August.
    28. DeCanio, Stephen J., 1993. "Barriers within firms to energy-efficient investments," Energy Policy, Elsevier, vol. 21(9), pages 906-914, September.
    29. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    30. Walter Y. Oi, 1962. "Labor as a Quasi-Fixed Factor," Journal of Political Economy, University of Chicago Press, vol. 70, pages 538-538.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bagayev, Igor & Lochard, Julie, 2017. "EU air pollution regulation: A breath of fresh air for Eastern European polluting industries?," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 145-163.
    2. Nesma Mohamed Ali, 2017. "Towards a better integration of the informal sector: three empirical essays on the interaction between formal and informal firms in Egypt and beyond," Erudite Ph.D Dissertations, Erudite, number ph17-05 edited by Manon Domingues Dos Santos & Boris Najman, December.
    3. Nesma Ali & Boris Najman, 2016. "Informal Competition, Firms Productivity and Policy Reforms in Egypt," Working Papers 1025, Economic Research Forum, revised Jul 2016.

    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. Bagayev, Igor & Najman, Boris, 2013. "Less quality more costs: Does local power sector reliability matter for electricity intensity?," MPRA Paper 46943, University Library of Munich, Germany.
    2. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The cost of banking regulation," Proceedings 937, Federal Reserve Bank of Chicago.
    3. Knack, Steve & Xu, Lixin Colin, 2017. "Unbundling institutions for external finance: Worldwide firm-level evidence," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 215-232.
    4. Mitchener, Kris James & Wheelock, David C., 2013. "Does the structure of banking markets affect economic growth? Evidence from U.S. state banking markets," Explorations in Economic History, Elsevier, vol. 50(2), pages 161-178.
    5. Michalski, Tomasz & Ors, Evren, 2012. "(Interstate) Banking and (interstate) trade: Does real integration follow financial integration?," Journal of Financial Economics, Elsevier, vol. 104(1), pages 89-117.
    6. Thorsten Beck & Asli Demirguc‐Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    7. Shusen Qi & Ralph De Haas & Steven Ongena & Stefan Straetmans & Tamas Vadasz, 2017. "Move a Little Closer? Information Sharing and the Spatial Clustering of Bank Branches," Swiss Finance Institute Research Paper Series 17-74, Swiss Finance Institute, revised Jun 2023.
    8. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    9. de Haas, Ralph & Lu, Liping & Ongena, S.R.G., 2018. "Clear and Close Competitors? : On the Causes and Consequences of Bilateral Competition between Banks," Other publications TiSEM e9f86045-13c5-49d9-85df-1, Tilburg University, School of Economics and Management.
    10. April M. Knill, 2013. "Does Foreign Portfolio Investment Reach Small Listed Firms?," European Financial Management, European Financial Management Association, vol. 19(2), pages 251-303, March.
    11. 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.
    12. Bernini, Michele & Montagnoli, Alberto, 2017. "Competition and financial constraints: A two-sided story," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 88-109.
    13. 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.
    14. Anna M. Ferragina & Fernanda Mazzotta & Khalid Sekkat, 2016. "Financial constraints and productivity growth across the size spectrum: microeconomic evidence from Morocco," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 361-381, December.
    15. 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.
    16. Estefanía Palazuelos & Ángel Herrero Crespo & Javier Montoya Corte, 2018. "Accounting information quality and trust as determinants of credit granting to SMEs: the role of external audit," Small Business Economics, Springer, vol. 51(4), pages 861-877, December.
    17. Popov, Alexander, 2014. "Credit constraints and investment in human capital: Training evidence from transition economies," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 76-100.
    18. Anderson, Barry & Leib, Jörg & Martin, Ralf & McGuigan, Marty & Muuls, Mirabelle & Wagner, Ulrich J. & de Preux, Laure B., 2011. "Climate change policy and business in Europe: evidence from interviewing managers," LSE Research Online Documents on Economics 47493, London School of Economics and Political Science, LSE Library.
    19. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.

    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy

    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:eru:erudwp:wp14-02. 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: Sylvain (email available below). General contact details of provider: https://edirc.repec.org/data/erp12fr.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.