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Where are the Real Bottlenecks? A Lagrangian Approach to Identifying Constraints on Growth from Subjective Survey Data

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Author Info
Wendy Carlin
Mark Schaffer
Paul Seabright

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Abstract

We use firm-level survey data from over 20,000 firms in about 60 countries to identify constraints on the growth of firms. We develop a Lagrangian approach and measure the cost of different constraints by using managers' answers to survey questions on what aspects of their external environment inhibit the operation and growth of their firm. Our model reveals that, contrary to the common practice in much of the existing literature on this question, the importance of an obstacle to growth is not, except under very restrictive assumptions, measured by the coefficient on the reported level of the obstacle in a growth regression. This parameter estimate is typically contaminated by the endogeneity of public good supply at a country level (better performing countries have higher levels of supply), and by the endogeneity of demand for public goods at a firm level (better performing firms need higher levels of public good inputs). We illustrate these biases for a number of obstacles to growth, and argue that such biases can account for anomalous findings in the literature. A priori arguments suggest that the subjective evaluation of finance constraints is different from other constraints and this too is reflected in the data. We show how the importance of different constraints varies across countries and how the cost of a constraint depends on the characteristics of the firm.

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Paper provided by Centre for Economic Reform and Transformation, Heriot Watt University in its series CERT Discussion Papers with number 0604.

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Date of creation: 2006
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Handle: RePEc:hwe:certdp:0604

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Related research
Keywords: public goods; constraints on growth; infrastructure; finance; institutions; subjective data;

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Find related papers by JEL classification:
H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
O12 - Economic Development, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
O16 - Economic Development, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment
O57 - Economic Development, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Marianne Bertrand & Sendhil Mullainathan, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May. [Downloadable!] (restricted)
  2. 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, 02. [Downloadable!] (restricted)
  3. Goldberg, Itzhak & Radulovic, Branko & Schaffer, Mark, 2005. "Productivity, ownership, and the investment climate : international lessons for priorities in Serbia," Policy Research Working Paper Series 3681, The World Bank. [Downloadable!]
    Other versions:
  4. 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.
  5. Ayyagari, Meghana & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2006. "How important are financing constraints ? The role of finance in the business environment," Policy Research Working Paper Series 3820, The World Bank. [Downloadable!]
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  6. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2002. "Financial and legal constraints to firm growth - Does size matter?," Policy Research Working Paper Series 2784, The World Bank. [Downloadable!]
  7. Simeon Djankov & Caralee McLiesh & Andrei Shleifer, 2005. "Private Credit in 129 Countries," NBER Working Papers 11078, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Pradeep Mitra & Alexander Muravyev & Mark E. Schaffer, 2008. "Convergence in institutions and market outcomes: Cross-country and time-series evidence from the BEEPS surveys in transition economies," CERT Discussion Papers 0809, Centre for Economic Reform and Transformation, Heriot Watt University. [Downloadable!]
    Other versions:
  2. Aidis, Ruta & Estrin, Saul & Mickiewicz, Tomasz, 2009. "Entrepreneurial Entry: Which Institutions Matter?," CEPR Discussion Papers 7278, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  3. Gelb, Alan & Ramachandran, Vijaya & Shah, Manju Kedia & Turner, Ginger, 2007. "What matters to African firms ? the relevance of perceptions data," Policy Research Working Paper Series 4446, The World Bank. [Downloadable!]
  4. Hallward-Driemeier, Mary & Aterido, Reyes, 2009. "Comparing Apples with....Apples : how to make (more) sense of subjective rankings of constraints to business," Policy Research Working Paper Series 5054, The World Bank. [Downloadable!]
  5. Simon Commander & Jan Svejnar, 2007. "Do Institutions, Ownership, Exporting and Competition Explain Firm Performance? Evidence from 26 Transition Countries," IZA Discussion Papers 2637, Institute for the Study of Labor (IZA). [Downloadable!]
  6. Rijkers, Bob & Soderbom, Mans & Loening, Josef, 2009. "Mind the gap ? a rural-urban comparison of manufacturing firms," Policy Research Working Paper Series 4946, The World Bank. [Downloadable!]
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