IDEAS home Printed from https://ideas.repec.org/p/erg/wpaper/589.html
   My bibliography  Save this paper

Firm Level Data in The ERF Region: Research Questions, Data Requirements and Possibilities

Author

Listed:
  • Izak Atiyas

    (Sabanci University)

Abstract

This paper presents an overview of research that uses firm-level data. The paper organizes the various areas of inquiry where firm-level data are used under two broad headings: The first is the analysis of productivity, its evolution and determinants, including relation between productivity, trade and trade policy. The second general area relates to enterprise financial behavior, patterns of external finance across firms, and especially the existence and severity of financial constraints faced by different types of firms, and their impact on investment behavior. The paper also points out that there is an emerging literature that examines the relation between financial constraints and productivity. The paper provides some thoughts on research questions that would be fruitful for the ERF to address, discusses what sort of data can be used to address them and documents availability of firm-level data in the ERF Region.

Suggested Citation

  • Izak Atiyas, 2011. "Firm Level Data in The ERF Region: Research Questions, Data Requirements and Possibilities," Working Papers 589, Economic Research Forum, revised 06 Jan 2011.
    • Handle: RePEc:erg:wpaper:589
    as

    Download full text from publisher

    File URL: http://erf.org.eg/wp-content/uploads/2014/08/589.pdf
    Download Restriction: no
    File URL: http://bit.ly/2moxef3
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James R. Tybout, 2000. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 11-44, March.
    2. Mark Gertler, 1988. "Financial structure and aggregate economic activity: an overview," Proceedings, Federal Reserve Bank of Cleveland, pages 559-596.
    3. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    4. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitability enhancing reallocation: evidence from Colombia," Journal of Development Economics, Elsevier, vol. 75(2), pages 333-371, December.
    5. 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.
    6. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    7. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    8. Christophe J. Nordman & François-Charles Wolff, 2009. "Is There a Glass Ceiling in Morocco? Evidence from Matched Worker--Firm Data," Journal of African Economies, Centre for the Study of African Economies, vol. 18(4), pages 592-633, August.
    9. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    10. Mejda Bahlous & Mustapha K. Nabli, 2000. "Financial Liberalization and Financial Constraints on the Corporate Sector in Tunisia," Working Papers 2005, Economic Research Forum, revised 02 Oct 2000.
    11. Fernandes, Ana M., 2007. "Trade policy, trade volumes and plant-level productivity in Colombian manufacturing industries," Journal of International Economics, Elsevier, vol. 71(1), pages 52-71, March.
    12. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    13. Simon Johnson & John McMillan & Christopher Woodruff, 2002. "Property Rights and Finance," American Economic Review, American Economic Association, vol. 92(5), pages 1335-1356, December.
    14. Gatti, Roberta & Love, Inessa, 2006. "Does access to credit improve productivity ? Evidence from Bulgarian firms," Policy Research Working Paper Series 3921, The World Bank.
    15. Guasch, J. Luis, 2008. "Robust methodology for investment climate assessment on productivity: application to investment climate surveys from Central America," UC3M Working papers. Economics we081911, Universidad Carlos III de Madrid. Departamento de Economía.
    16. Armando Silva & Óscar Afonso & Ana Paula Africano, 2010. "Do Portuguese manufacturing firms learn by exporting?," FEP Working Papers 373, Universidade do Porto, Faculdade de Economia do Porto.
    17. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    18. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    19. Greenaway, David & Guariglia, Alessandra & Kneller, Richard, 2007. "Financial factors and exporting decisions," Journal of International Economics, Elsevier, vol. 73(2), pages 377-395, November.
    20. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    21. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Introduction to "Producer Dynamics: New Evidence from Micro Data"," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 1-12, National Bureau of Economic Research, Inc.
    22. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    23. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    24. Yong Yang & Sushanta Mallick, 2010. "Export Premium, Self‐selection and Learning‐by‐Exporting: Evidence from Chinese Matched Firms," The World Economy, Wiley Blackwell, vol. 33(10), pages 1218-1240, October.
    25. Era Dabla-Norris & Erasmus K. Kersting & Geneviève Verdier, 2012. "Firm Productivity, Innovation, and Financial Development," Southern Economic Journal, John Wiley & Sons, vol. 79(2), pages 422-449, October.
    26. Mary Hallward-Driemeier & Giuseppe Iarossi & Kenneth L. Sokoloff, 2002. "Exports and Manufacturing Productivity in East Asia: A Comparative Analysis with Firm-Level Data," NBER Working Papers 8894, National Bureau of Economic Research, Inc.
    27. 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.
    28. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    29. Khalid Sekkat (ed.), 2010. "Market Dynamics and Productivity in Developing Countries," Springer Books, Springer, number 978-1-4419-1037-0, December.
    30. Marc Schiffbauer & Sandra Ospina, 2010. "Competition and Firm Productivity: Evidence from Firm-Level Data," IMF Working Papers 2010/067, International Monetary Fund.
    31. Van Biesebroeck, Johannes, 2005. "Exporting raises productivity in sub-Saharan African manufacturing firms," Journal of International Economics, Elsevier, vol. 67(2), pages 373-391, December.
    32. Omran, Mohammed, 2009. "Post-privatization corporate governance and firm performance: The role of private ownership concentration, identity and board composition," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 658-673, December.
    33. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    34. Roberta Gatti & Inessa Love, 2008. "Does access to credit improve productivity? Evidence from Bulgaria1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 445-465, July.
    35. Riadh Ben Jelili, 2005. "Competition, Efficiency and Competition Policy in Tunisia," Post-Print hal-03840592, HAL.
    36. Charles I. Jones & Paul M. Romer, 2010. "The New Kaldor Facts: Ideas, Institutions, Population, and Human Capital," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 224-245, January.
    37. Roberto Alvarez & Ricardo A. López, 2005. "Exporting and performance: evidence from Chilean plants," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(4), pages 1384-1400, November.
    38. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2001. "Firms as financial intermediaries - evidence from trade credit data," Policy Research Working Paper Series 2696, The World Bank.
    39. De Rosa, Donato & Gooroochurn, Nishaal & Görg, Holger, 2010. "Corruption and productivity firm-level evidence from the BEEPS survey," Kiel Working Papers 1632, Kiel Institute for the World Economy (IfW Kiel).
    40. Chad Syverson, 2004. "Product Substitutability and Productivity Dispersion," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 534-550, May.
    41. 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.
    42. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    43. Armando Silva & Óscar Afonso & Ana Paula Africano, 2010. "Which Portuguese Manufacturing Firms Learn by Exporting?," GEE Papers 0026, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2010.
    44. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    45. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitabality enhancing reallocation: evidence from Colombia," Discussion Paper Series In Economics And Econometrics 0408, Economics Division, School of Social Sciences, University of Southampton.
    46. Khalid Sekkat, 2008. "Competition and efficiency in the Arab world," ULB Institutional Repository 2013/7316, ULB -- Universite Libre de Bruxelles.
    47. Sanghoon Ahn, 2001. "Firm Dynamics and Productivity Growth: A Review of Micro Evidence from OECD Countries," OECD Economics Department Working Papers 297, OECD Publishing.
    48. Alven H.S. Lam, 2000. "Republic of China (Taiwan)," American Journal of Economics and Sociology, Wiley Blackwell, vol. 59(5), pages 327-336, November.
    49. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    50. Zouhour Karray & Mohamed Kriaa, 2009. "Innovation and R&D Investment of Tunisian Firms: A Two-Regime Model with Selectivity Correction," Working Papers 484, Economic Research Forum, revised Apr 2009.
    51. Lahcen Achy & Khalid Sekkat, 2011. "Training, New Equipment and Job Creation: A Firm-level Analysis using Moroccan Data," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 23(4), pages 615-629, September.
    52. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Producer Dynamics: New Evidence from Micro Data," NBER Books, National Bureau of Economic Research, Inc, number dunn05-1.
    53. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    54. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Micheline Goedhuys & Pierre Mohnen & Tamer Taha, 2016. "Corruption, innovation and firm growth: firm-level evidence from Egypt and Tunisia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 299-322, December.

    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. Izak Atiyas, 2011. "Firm-Level Data In The Mena Region: Research Questions, Data Requirements And Possibilities," Middle East Development Journal (MEDJ), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 159-190.
    2. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    3. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    4. Van Reenen, John, 2011. "Does competition raise productivity through improving management quality?," International Journal of Industrial Organization, Elsevier, vol. 29(3), pages 306-316, May.
    5. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    6. Matteo Bugamelli & Francesca Lotti & Monica Amici & Emanuela Ciapanna & Fabrizio Colonna & Francesco D�Amuri & Silvia Giacomelli & Andrea Linarello & Francesco Manaresi & Giuliana Palumbo & Filippo , 2018. "Productivity growth in Italy: a tale of a slow-motion change," Questioni di Economia e Finanza (Occasional Papers) 422, Bank of Italy, Economic Research and International Relations Area.
    7. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    8. Marcela Eslava & John Haltiwanger & Adriana Kugler & Maurice Kugler, 2013. "Trade and Market Selection: Evidence from Manufacturing Plants in Colombia," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 135-158, January.
    9. Kristian Behrens & Giordano Mion & Yasusada Murata & Jens Südekum, 2014. "Trade, Wages, And Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(4), pages 1305-1348, November.
    10. 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.
    11. Tewodros Ayenew Wassie, 2019. "Revisiting the Causal Effects of Exporting on Productivity: Does Price Heterogeneity Matter?," Journal of Industry, Competition and Trade, Springer, vol. 19(2), pages 185-210, June.
    12. Pian Shu & Claudia Steinwender, 2019. "The Impact of Trade Liberalization on Firm Productivity and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 39-68.
    13. Maloney, William F. & Sarrias, Mauricio, 2017. "Convergence to the managerial frontier," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 284-306.
    14. Segundo Camino‐Mogro & Natalia Bermudez‐Barrezueta, 2021. "Productivity determinants in the construction sector in emerging country: New evidence from Ecuadorian firms," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2391-2413, November.
    15. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Trade costs, firms and productivity," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 917-937, July.
    16. Newman, Carol & Rand, John & Tarp, Finn, 2023. "Imports, supply chains and firm productivity," World Development, Elsevier, vol. 172(C).
    17. Paul Grieco & Hongsong Zhang & Shengyu Li, 2018. "Input Prices, Productivity and Trade Dynamics: Long-run Effects of Liberalization on Chinese Paint Manufactures," 2018 Meeting Papers 874, Society for Economic Dynamics.
    18. Pierce, Justin R., 2011. "Plant-level responses to antidumping duties: Evidence from U.S. manufacturers," Journal of International Economics, Elsevier, vol. 85(2), pages 222-233.
    19. Cui Hu & Faqin Lin & Xiaosong Wang, 2016. "Learning from exporting in China," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 24(2), pages 299-334, April.
    20. Jan De Loecker & Johannes Van Biesebroeck, 2016. "Effect of International Competition on Firm Productivity and Market Power," NBER Working Papers 21994, National Bureau of Economic Research, Inc.

    More about this item

    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:erg:wpaper:589. 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: Sherine Ghoneim (email available below). General contact details of provider: https://edirc.repec.org/data/erfaceg.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.