IDEAS home Printed from https://ideas.repec.org/p/bge/wpaper/908.html
   My bibliography  Save this paper

The Microeconomics of Corruption. A Review of Thirty Years of Research

Author

Listed:
  • Roberto Burguet
  • Juan-José Ganuza
  • José García-Montalvo

Abstract

We review microeconomic research on corruption from the last thirty years. We start by analyzing the seminal models of corruption built on three-tier, delegation models. Then, go into more details of the context of corrupt deals, and discuss the main economic factors that affect corruption. We discuss incentives and compensation in bureaucracies, and the interplay of market and bureaucratic structure. Competition and contract design will also be reviewed in relation to procurement under corruptible agents. After reviewing the theoretical contributions, we turn to the empirical evidence. We begin discussing measurement issues, and then move to the analysis of the empirical evidence relative to the theoretical models discussed in previous sections. Finally, we cover several anti-corruption mechanisms proposed in the literature and discuss their relative merits as devices to control or eliminate illegal activities.

Suggested Citation

  • Roberto Burguet & Juan-José Ganuza & José García-Montalvo, 2016. "The Microeconomics of Corruption. A Review of Thirty Years of Research," Working Papers 908, Barcelona School of Economics.
    • Handle: RePEc:bge:wpaper:908
    as

    Download full text from publisher

    File URL: http://www.barcelonagse.eu/sites/default/files/working_paper_pdfs/908.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lengwiler, Yvan & Wolfstetter, Elmar, 2010. "Auctions and corruption: An analysis of bid rigging by a corrupt auctioneer," Journal of Economic Dynamics and Control, Elsevier, vol. 34(10), pages 1872-1892, October.
    2. Jakob Svensson, 2003. "Who Must Pay Bribes and How Much? Evidence from a Cross Section of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 207-230.
    3. O. Compte & A. Lambert-Mogiliansky & T. Verdier, 2005. "Corruption and Competition in Procurement Auctions," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 1-15, Spring.
    4. Ariane Lambert-Mogiliansky & Mukul Majumdar & Roy Radner, 2009. "Strategic analysis of petty corruption with an intermediary," Review of Economic Design, Springer;Society for Economic Design, vol. 13(1), pages 45-57, April.
    5. Jean-Jacques Laffont & Jean Tirole, 1991. "The Politics of Government Decision-Making: A Theory of Regulatory Capture," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1089-1127.
    6. Buccirossi, Paolo & Spagnolo, Giancarlo, 2006. "Leniency policies and illegal transactions," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1281-1297, August.
    7. Koc, Sevket Alper & Neilson, William S., 2008. "Interim bribery in auctions," Economics Letters, Elsevier, vol. 99(2), pages 238-241, May.
    8. Mookherjee, Dilip & Png, I P L, 1995. "Corruptible Law Enforcers: How Should They Be Compensated?," Economic Journal, Royal Economic Society, vol. 105(428), pages 145-159, January.
    9. Lambert-Mogiliansky, Ariane & Majumdar, Mukul & Radner, Roy, 2007. "Strategic analysis of petty corruption: Entrepreneurs and bureaucrats," Journal of Development Economics, Elsevier, vol. 83(2), pages 351-367, July.
    10. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2010. "Disclosure by Politicians," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 179-209, April.
    11. Benjamin A. Olken & Rohini Pande, 2012. "Corruption in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 479-509, July.
    12. Arozamena, Leandro & Weinschelbaum, Federico, 2009. "The effect of corruption on bidding behavior in first-price auctions," European Economic Review, Elsevier, vol. 53(6), pages 645-657, August.
    13. Raymond Fisman & Edward Miguel, 2007. "Corruption, Norms, and Legal Enforcement: Evidence from Diplomatic Parking Tickets," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 1020-1048, December.
    14. Van-Ha Le & Jakob de Haan & Erik Dietzenbacher & Jakob de Haan, 2013. "Do Higher Government Wages Reduce Corruption? Evidence Based on a Novel Dataset," CESifo Working Paper Series 4254, CESifo.
    15. Sequeira, Sandra & Djankov, Simeon, 2010. "An Empirical Study of Corruption in Ports," MPRA Paper 21791, University Library of Munich, Germany.
    16. Hunt, Jennifer, 2007. "How corruption hits people when they are down," Journal of Development Economics, Elsevier, vol. 84(2), pages 574-589, November.
    17. John Mcmillan & Pablo Zoido, 2004. "How to Subvert Democracy: Montesinos in Peru," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 69-92, Fall.
    18. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    19. Ernesto Dal Bó & Frederico Finan & Martín A. Rossi, 2013. "Strengthening State Capabilities: The Role of Financial Incentives in the Call to Public Service," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1169-1218.
    20. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    21. Roberto Burguet & Yeon-Koo Che, 2004. "Competitive Procurement with Corruption," RAND Journal of Economics, The RAND Corporation, vol. 35(1), pages 50-68, Spring.
    22. Mikhail Drugov & John Hamman & Danila Serra, 2014. "Intermediaries in corruption: an experiment," Experimental Economics, Springer;Economic Science Association, vol. 17(1), pages 78-99, March.
    23. Rauch, James E. & Evans, Peter B., 2000. "Bureaucratic structure and bureaucratic performance in less developed countries," Journal of Public Economics, Elsevier, vol. 75(1), pages 49-71, January.
    24. Robin Burgess & Matthew Hansen & Benjamin A. Olken & Peter Potapov & Stefanie Sieber, 2012. "The Political Economy of Deforestation in the Tropics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1707-1754.
    25. Burguet Roberto & Perry Martin K, 2007. "Bribery and Favoritism by Auctioneers in Sealed-Bid Auctions," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 7(1), pages 1-27, June.
    26. Ariane Lambert‐Mogiliansky & Mukul Majumdar & Roy Radner, 2008. "Petty corruption: A game‐theoretic approach," International Journal of Economic Theory, The International Society for Economic Theory, vol. 4(2), pages 273-297, June.
    27. Celentani, Marco & Ganuza, Juan-Jose, 2002. "Corruption and competition in procurement," European Economic Review, Elsevier, vol. 46(7), pages 1273-1303, July.
    28. Auriol, Emmanuelle & Søreide, Tina, 2017. "An economic analysis of debarment," International Review of Law and Economics, Elsevier, vol. 50(C), pages 36-49.
    29. Gary S. Becker & George J. Stigler, 1974. "Law Enforcement, Malfeasance, and Compensation of Enforcers," The Journal of Legal Studies, University of Chicago Press, vol. 3(1), pages 1-18, January.
    30. Jakob Svensson, 2005. "Eight Questions about Corruption," Journal of Economic Perspectives, American Economic Association, vol. 19(3), pages 19-42, Summer.
    31. Claudio Ferraz & Frederico Finan, 2011. "Electoral Accountability and Corruption: Evidence from the Audits of Local Governments," American Economic Review, American Economic Association, vol. 101(4), pages 1274-1311, June.
    32. Olken, Benjamin A., 2009. "Corruption perceptions vs. corruption reality," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 950-964, August.
    33. Celik, Gorkem, 2009. "Mechanism design with collusive supervision," Journal of Economic Theory, Elsevier, vol. 144(1), pages 69-95, January.
    34. Benjamin A. Olken & Patrick Barron, 2009. "The Simple Economics of Extortion: Evidence from Trucking in Aceh," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 417-452, June.
    35. Karna Basu & Kaushik Basu & Tito Cordella, 2016. "Asymmetric Punishment as an Instrument of Corruption Control," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 18(6), pages 831-856, December.
    36. Choi, Jay Pil & Thum, Marcel, 2003. "The dynamics of corruption with the ratchet effect," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 427-443, March.
    37. Karthik Muralidharan & Venkatesh Sundararaman, 2011. "Teacher Performance Pay: Experimental Evidence from India," Journal of Political Economy, University of Chicago Press, vol. 119(1), pages 39-77.
    38. Drugov, Mikhail, 2010. "Competition in bureaucracy and corruption," Journal of Development Economics, Elsevier, vol. 92(2), pages 107-114, July.
    39. Raymond Fisman & Shang-Jin Wei, 2004. "Tax Rates and Tax Evasion: Evidence from "Missing Imports" in China," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 471-500, April.
    40. Benjamin A. Olken, 2007. "Monitoring Corruption: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 200-249.
    41. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    42. Di Tella, Rafael & Schargrodsky, Ernesto, 2003. "The Role of Wages and Auditing during a Crackdown on Corruption in the City of Buenos Aires," Journal of Law and Economics, University of Chicago Press, vol. 46(1), pages 269-292, April.
    43. Baliga, Sandeep & Sjostrom, Tomas, 1998. "Decentralization and Collusion," Journal of Economic Theory, Elsevier, vol. 83(2), pages 196-232, December.
    44. Kofman, Fred & Lawarree, Jacques, 1996. "On the optimality of allowing collusion," Journal of Public Economics, Elsevier, vol. 61(3), pages 383-407, September.
    45. Danila Serra, 2006. "Empirical determinants of corruption: A sensitivity analysis," Public Choice, Springer, vol. 126(1), pages 225-256, January.
    46. Olken, Benjamin A., 2006. "Corruption and the costs of redistribution: Micro evidence from Indonesia," Journal of Public Economics, Elsevier, vol. 90(4-5), pages 853-870, May.
    47. Barr, Abigail & Serra, Danila, 2010. "Corruption and culture: An experimental analysis," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 862-869, December.
    48. Jay Pil Choi & Marcel Thum, 2005. "Corruption And The Shadow Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(3), pages 817-836, August.
    49. Timothy Besley & Rohini Pande & Vijayendra Rao, 2012. "Just Rewards? Local Politics and Public Resource Allocation in South India," The World Bank Economic Review, World Bank, vol. 26(2), pages 191-216.
    50. Ariane Lambert-Mogiliansky & Mukul Majumdar & Roy Radner, 2007. "Strategic Analysis of Petty Corruption: Bureaucrats and Entrepreneurs," PSE-Ecole d'économie de Paris (Postprint) halshs-00754220, HAL.
    51. Amir, Rabah & Burr, Chrystie, 2015. "Corruption and socially optimal entry," Journal of Public Economics, Elsevier, vol. 123(C), pages 30-41.
    52. Chang-Tai Hsieh & Enrico Moretti, 2006. "Did Iraq Cheat the United Nations? Underpricing, Bribes, and the Oil for Food Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1211-1248.
    53. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Bureaucratic corruption and the rate of temptation: do wages in the civil service affect corruption, and by how much?," Journal of Development Economics, Elsevier, vol. 65(2), pages 307-331, August.
    54. Ritva Reinikka & Jakob Svensson, 2004. "Local Capture: Evidence from a Central Government Transfer Program in Uganda," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 679-705.
    55. Auriol, Emmanuelle, 2006. "Corruption in procurement and public purchase," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 867-885, September.
    56. Cameron, Lisa & Chaudhuri, Ananish & Erkal, Nisvan & Gangadharan, Lata, 2009. "Propensities to engage in and punish corrupt behavior: Experimental evidence from Australia, India, Indonesia and Singapore," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 843-851, August.
    57. Ritva Reinikka & Jakob Svensson, 2005. "Fighting Corruption to Improve Schooling: Evidence from a Newspaper Campaign in Uganda," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 259-267, 04/05.
    58. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    59. Tirole, Jean, 1986. "Hierarchies and Bureaucracies: On the Role of Collusion in Organizations," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 2(2), pages 181-214, Fall.
    60. Kessler, Anke S., 2000. "On Monitoring and Collusion in Hierarchies," Journal of Economic Theory, Elsevier, vol. 91(2), pages 280-291, April.
    61. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2007. "Public sector pay and corruption: Measuring bribery from micro data," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 963-991, June.
    62. Menezes, Flavio M. & Monteiro, Paulo Klinger, 2006. "Corruption and auctions," Journal of Mathematical Economics, Elsevier, vol. 42(1), pages 97-108, February.
    63. Laffont, Jean-Jacques & N'Guessan, Tchetche, 1999. "Competition and corruption in an agency relationship," Journal of Development Economics, Elsevier, vol. 60(2), pages 271-295, December.
    64. Lien, Da-Hsiang Donald, 1986. "A note on competitive bribery games," Economics Letters, Elsevier, vol. 22(4), pages 337-341.
    65. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    66. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    67. Raymond Fisman, 2001. "Estimating the Value of Political Connections," American Economic Review, American Economic Association, vol. 91(4), pages 1095-1102, September.
    68. Besley, Timothy & McLaren, John, 1993. "Taxes and Bribery: The Role of Wage Incentives," Economic Journal, Royal Economic Society, vol. 103(416), pages 119-141, January.
    69. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    70. Abbink, Klaus, 2004. "Staff rotation as an anti-corruption policy: an experimental study," European Journal of Political Economy, Elsevier, vol. 20(4), pages 887-906, November.
    71. Sylvain Chassang & Gerard Padró i Miquel, 2014. "Corruption, Intimidation, and Whistle-blowing: a Theory of Inference from Unverifiable Reports," NBER Working Papers 20315, National Bureau of Economic Research, Inc.
    72. Kahn, Charles M & Silva, Emilson C D & Ziliak, James P, 2001. "Performance-Based Wages in Tax Collection: The Brazilian Tax Collection Reform and Its Effects," Economic Journal, Royal Economic Society, vol. 111(468), pages 188-205, January.
    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. Francesco Decarolis & Raymond Fisman & Paolo Pinotti & Silvia Vannutelli, 2019. "Rules, Discretion, and Corruption in Procurement: Evidence from Italian Government Contracting," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-344, Boston University - Department of Economics.
    2. Montalvo, José G. & Piolatto, Amedeo & Raya, Josep, 2020. "Transaction-tax evasion in the housing market," Regional Science and Urban Economics, Elsevier, vol. 81(C).
    3. Pablo Zárate, 2021. "Signaling corruption through conspicuous consumption," Young Researchers Working Papers 2, Universidad de San Andres, Departamento de Economia, revised Oct 2022.
    4. De Chiara, Alessandro & Livio, Luca & Ponce, Jorge, 2018. "Flexible and mandatory banking supervision," Journal of Financial Stability, Elsevier, vol. 34(C), pages 86-104.
    5. Jun Hu, 2021. "Asymmetric punishment, Leniency and Harassment Bribes in China: a selective survey," Working Papers hal-03119491, HAL.
    6. Anguera-Torrell, Oriol, 2020. "Entrepreneurship, trust and corruption," European Journal of Political Economy, Elsevier, vol. 65(C).
    7. Raffaella Barone & Donato Masciandaro & Friedrich Schneider, 2022. "Corruption and money laundering: You scratch my back, i’ll scratch yours," Metroeconomica, Wiley Blackwell, vol. 73(1), pages 318-342, February.

    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. Fonseca-Mairena, María Haydée & Triossi, Matteo, 2019. "Incentives and implementation in marriage markets with externalities," Economics Letters, Elsevier, vol. 185(C).
    2. Benjamin A. Olken & Rohini Pande, 2012. "Corruption in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 479-509, July.
    3. Nicolas Campos & Eduardo Engel & Ronald D. Fischer & Alexander Galetovic, 2019. "Renegotiations and corruption in infrastructure: The Odebrecht case," "Marco Fanno" Working Papers 0230, Dipartimento di Scienze Economiche "Marco Fanno".
    4. Gans-Morse, Jordan & Borges, Mariana & Makarin, Alexey & Mannah-Blankson, Theresa & Nickow, Andre & Zhang, Dong, 2018. "Reducing bureaucratic corruption: Interdisciplinary perspectives on what works," World Development, Elsevier, vol. 105(C), pages 171-188.
    5. Krisztina Kis-Katos & Günther G. Schulze, 2013. "Corruption in Southeast Asia: a survey of recent research," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(1), pages 79-109, May.
    6. Yan Leung Cheung & P. Raghavendra Rau & Aris Stouraitis, 2012. "How much do firms pay as bribes and what benefits do they get? Evidence from corruption cases worldwide," NBER Working Papers 17981, National Bureau of Economic Research, Inc.
    7. Fang, Hanming & Gu, Quanlin & Zhou, Li-An, 2019. "The gradients of power: Evidence from the Chinese housing market," Journal of Public Economics, Elsevier, vol. 176(C), pages 32-52.
    8. Abhijit Banerjee & Rema Hanna, 2012. "Corruption [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.
      • Hanna, Rema N. & Mullainathan, Sendhil & Banerjee, Abhijit, 2012. "Corruption," Scholarly Articles 8830779, Harvard Kennedy School of Government.
      • Banerjee, Abhijit & Hanna, Rema & Mullainathan, Sendhil, 2012. "Corruption," Working Paper Series rwp12-023, Harvard University, John F. Kennedy School of Government.
      • Abhijit Banerjee & Rema Hanna & Sendhil Mullainathan, 2012. "Corruption," Working Papers id:4952, eSocialSciences.
      • Abhijit Banerjee & Sendhil Mullainathan & Rema Hanna, 2012. "Corruption," NBER Working Papers 17968, National Bureau of Economic Research, Inc.
    9. van Veldhuizen, R., 2013. "The influence of wages on public officials’ corruptibility: A laboratory investigation," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 341-356.
    10. Hanming Fang, 2024. "Measurements, determinants, causes, and consequences of corruption: lessons from China’s anti-corruption campaign," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(1), pages 3-25, February.
    11. Gauthier, Bernard & Goyette, Jonathan & Kouamé, Wilfried A.K., 2021. "Why do firms pay bribes? Evidence on the demand and supply sides of corruption in developing countries," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 463-479.
    12. Bernard Gauthier & Jonathan Goyette, 2016. "Fiscal policy and corruption," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 46(1), pages 57-79, January.
    13. Lambsdorff Johann Graf & Schulze Günther G., 2015. "Guest Editorial: Special Issue on Corruption at the Grassroots-level: What Can We Know About Corruption?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(2), pages 100-114, April.
    14. Nicolas Jacquemet, 2005. "La corruption comme une imbrication de contrats : Une revue de la littérature microéconomique," Working Papers 2005-29, Center for Research in Economics and Statistics.
    15. Roberto Burguet, 2017. "Procurement Design with Corruption," American Economic Journal: Microeconomics, American Economic Association, vol. 9(2), pages 315-341, May.
    16. Valsecchi, Michele, 2016. "Corrupt Bureaucrats: The Response of Non-Elected Officials to Electoral Accountability," Working Papers in Economics 684, University of Gothenburg, Department of Economics.
    17. Jakob Svensson, 2005. "Eight Questions about Corruption," Journal of Economic Perspectives, American Economic Association, vol. 19(3), pages 19-42, Summer.
    18. Jakob Svensson, 2006. "Osiem pytań na temat korupcji," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 9, pages 77-106.
    19. Auriol, Emmanuelle & Straub, Stéphane & Flochel, Thomas, 2016. "Public Procurement and Rent-Seeking: The Case of Paraguay," World Development, Elsevier, vol. 77(C), pages 395-407.
    20. Oana Borcan & Mikael Lindahl & Andreea Mitrut, 2017. "Fighting Corruption in Education: What Works and Who Benefits?," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 180-209, February.

    More about this item

    Keywords

    corruption; bribes; deterrence; Bureaucracy; competition; game theory; Mechanism Design;
    All these keywords.

    JEL classification:

    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law

    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:bge:wpaper:908. 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: Bruno Guallar (email available below). General contact details of provider: https://edirc.repec.org/data/bargses.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.