IDEAS home Printed from https://ideas.repec.org/a/wly/soecon/v91y2025i3p811-849.html
   My bibliography  Save this article

Exploring the corruption‐inefficiency nexus using an endogenous stochastic frontier analysis

Author

Listed:
  • Massimo Finocchiaro Castro
  • Calogero Guccio

Abstract

Several scholars report that, due to reverse causality, the endogeneity problem makes it difficult to identify the real effect of institutional factors at the local level, such as corruption, on firm efficiency. This study employs a panel stochastic frontier analysis that endogenizes production efficiency and robustly assesses the effect of corruption at the local level on firms' technical efficiency. We analyze a large panel of Italian firms operating in the building sector from 2013 to 2019 showing that the determinants of local institutional quality affects firms' performance, with the rule of law and control of corruption playing a preeminent role. Controlling for endogeneity, the magnitude of the effects of institutional quality factors at the local level significantly increase. Our findings are robust to alternative IV strategies, alternative specifications of the production function, and the inclusion of other factors that may affect firm efficiency.

Suggested Citation

  • Massimo Finocchiaro Castro & Calogero Guccio, 2025. "Exploring the corruption‐inefficiency nexus using an endogenous stochastic frontier analysis," Southern Economic Journal, John Wiley & Sons, vol. 91(3), pages 811-849, January.
  • Handle: RePEc:wly:soecon:v:91:y:2025:i:3:p:811-849
    DOI: 10.1002/soej.12734
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/soej.12734
    Download Restriction: no

    File URL: https://libkey.io/10.1002/soej.12734?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
    ---><---

    References listed on IDEAS

    as
    1. Fabio Sabatini, 2008. "Does social capital improve labour productivity in Small and Medium Enterprises?," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 9(5), pages 454-480.
    2. Shang-Jin Wei, 2000. "Natural openness and good government," Policy Research Working Paper Series 2411, The World Bank.
    3. Dincer, Oguzhan, 2019. "Does corruption slow down innovation? Evidence from a cointegrated panel of U.S. states," European Journal of Political Economy, Elsevier, vol. 56(C), pages 1-10.
    4. Paunov, Caroline, 2016. "Corruption's asymmetric impacts on firm innovation," Journal of Development Economics, Elsevier, vol. 118(C), pages 216-231.
    5. Lorenzo Pellegrini & Reyer Gerlagh, 2004. "Corruption's Effect on Growth and its Transmission Channels," Kyklos, Wiley Blackwell, vol. 57(3), pages 429-456, August.
    6. Wanchek, Tanya, 2009. "Exports and legal institutions: exploring the connection in transition economies," Journal of Institutional Economics, Cambridge University Press, vol. 5(1), pages 89-115, April.
    7. Massimo Finocchiaro Castro & Calogero Guccio, 2020. "Birds of a feather flock together: trust in government, political selection and electoral punishment," Public Choice, Springer, vol. 184(3), pages 263-287, September.
    8. Soroush, Golnoush & Cambini, Carlo & Jamasb, Tooraj & Llorca, Manuel, 2021. "Network utilities performance and institutional quality: Evidence from the Italian electricity sector," Energy Economics, Elsevier, vol. 96(C).
    9. Saha, Shrabani & Sen, Kunal, 2021. "The corruption–growth relationship: does the political regime matter?," Journal of Institutional Economics, Cambridge University Press, vol. 17(2), pages 243-266, April.
    10. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2008. "Income and Democracy," American Economic Review, American Economic Association, vol. 98(3), pages 808-842, June.
    11. Kurer, Oskar, 1993. "Clientelism, Corruption, and the Allocation of Resources," Public Choice, Springer, vol. 77(2), pages 259-273, October.
    12. C. Guilmi & F. Clementi & T. Matteo & M. Gallegati, 2008. "Social networks and labour productivity in Europe: an empirical investigation," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 3(1), pages 43-57, June.
    13. Concetta Castiglione & Davide Infante & Marta Zieba, 2018. "Technical efficiency in the Italian performing arts companies," Small Business Economics, Springer, vol. 51(3), pages 609-638, October.
    14. Anokhin, Sergey & Schulze, William S., 2009. "Entrepreneurship, innovation, and corruption," Journal of Business Venturing, Elsevier, vol. 24(5), pages 465-476, September.
    15. Mustafa U. Karakaplan & Levent Kutlu, 2017. "Endogeneity in panel stochastic frontier models: an application to the Japanese cotton spinning industry," Applied Economics, Taylor & Francis Journals, vol. 49(59), pages 5935-5939, December.
    16. Robert Lensink & Aljar Meesters, 2014. "Institutions and Bank Performance: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 67-92, February.
    17. Yaron Zelekha & Eyal Sharabi, 2012. "Corruption, institutions and trade," Economics of Governance, Springer, vol. 13(2), pages 169-192, June.
    18. Axel Dreher & Friedrich Schneider, 2010. "Corruption and the shadow economy: an empirical analysis," Public Choice, Springer, vol. 144(1), pages 215-238, July.
    19. Johann Graf Lambsdorff, 2003. "How Corruption Affects Productivity," Kyklos, Wiley Blackwell, vol. 56(4), pages 457-474, November.
    20. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    21. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    22. Pierre-Guillaume Méon & Khalid Sekkat, 2005. "Does corruption grease or sand the wheels of growth?," Public Choice, Springer, vol. 122(1), pages 69-97, January.
    23. 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.
    24. Sun, Huaping & Edziah, Bless Kofi & Sun, Chuanwang & Kporsu, Anthony Kwaku, 2019. "Institutional quality, green innovation and energy efficiency," Energy Policy, Elsevier, vol. 135(C).
    25. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    26. Mustafa U. Karakaplan, 2022. "Panel stochastic frontier models with endogeneity," Stata Journal, StataCorp LLC, vol. 22(3), pages 643-663, September.
    27. Guido De Blasio & Giorgio Nuzzo, 2010. "Historical Traditions Of Civicness And Local Economic Development," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 833-857, October.
    28. Kutlu, Levent & Tran, Kien C. & Tsionas, Mike G., 2020. "A spatial stochastic frontier model with endogenous frontier and environmental variables," European Journal of Operational Research, Elsevier, vol. 286(1), pages 389-399.
    29. Subal Kumbhakar & Gudbrand Lien & J. Hardaker, 2014. "Technical efficiency in competing panel data models: a study of Norwegian grain farming," Journal of Productivity Analysis, Springer, vol. 41(2), pages 321-337, April.
    30. Eugen Dimant & Guglielmo Tosato, 2018. "Causes And Effects Of Corruption: What Has Past Decade'S Empirical Research Taught Us? A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 335-356, April.
    31. Mustafa U. Karakaplan & Levent Kutlu, 2017. "Handling Endogeneity in Stochastic Frontier Analysis," Economics Bulletin, AccessEcon, vol. 37(2), pages 889-901.
    32. 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.
    33. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    34. Zallé, Oumarou, 2019. "Natural resources and economic growth in Africa: The role of institutional quality and human capital," Resources Policy, Elsevier, vol. 62(C), pages 616-624.
    35. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    36. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    37. Sharma, Chandan & Mitra, Arup, 2015. "Corruption, governance and firm performance: Evidence from Indian enterprises," Journal of Policy Modeling, Elsevier, vol. 37(5), pages 835-851.
    38. Luigi Aldieri & Maxim Kotsemir & Concetto Paolo Vinci, 2020. "The role of environmental innovation through the technological proximity in the implementation of the sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 493-502, February.
    39. Massimo Finocchiaro Castro & Calogero Guccio & Giacomo Pignataro & Ilde Rizzo, 2018. "Is competition able to counteract the inefficiency of corruption? The case of Italian public works," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(1), pages 55-84, March.
    40. Oguzhan C. Dincer & Burak Gunalp, 2012. "Corruption And Income Inequality In The United States," Contemporary Economic Policy, Western Economic Association International, vol. 30(2), pages 283-292, April.
    41. Andrea Lasagni & Annamaria Nifo & Gaetano Vecchione, 2015. "Firm Productivity And Institutional Quality: Evidence From Italian Industry," Journal of Regional Science, Wiley Blackwell, vol. 55(5), pages 774-800, November.
    42. Marina Cavalieri & Rossana Cristaudo & Calogero Guccio, 2019. "Tales on the dark side of the transport infrastructure provision: a systematic literature review of the determinants of cost overruns," Transport Reviews, Taylor & Francis Journals, vol. 39(6), pages 774-794, November.
    43. 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.
    44. 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.
    45. Roberto Dell’Anno & Désirée Teobaldelli, 2015. "Keeping both corruption and the shadow economy in check: the role of decentralization," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(1), pages 1-40, February.
    46. Felipe Starosta Waldemar, 2012. "New Products and Corruption: Evidence from I ndian Firms," The Developing Economies, Institute of Developing Economies, vol. 50(3), pages 268-284, September.
    47. Reifschneider, David & Stevenson, Rodney, 1991. "Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 715-723, August.
    48. Zergawu, Yitagesu Zewdu & Walle, Yabibal M. & Giménez-Gómez, José-Manuel, 2020. "The joint impact of infrastructure and institutions on economic growth," Journal of Institutional Economics, Cambridge University Press, vol. 16(4), pages 481-502, August.
    49. Beck, Paul J. & Maher, Michael W., 1986. "A comparison of bribery and bidding in thin markets," Economics Letters, Elsevier, vol. 20(1), pages 1-5.
    50. 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.
    51. Kutlu, Levent, 2010. "Battese-coelli estimator with endogenous regressors," Economics Letters, Elsevier, vol. 109(2), pages 79-81, November.
    52. Dzhumashev, Ratbek, 2014. "Corruption and growth: The role of governance, public spending, and economic development," Economic Modelling, Elsevier, vol. 37(C), pages 202-215.
    53. Noel Johnson & Courtney LaFountain & Steven Yamarik, 2011. "Corruption is bad for growth (even in the United States)," Public Choice, Springer, vol. 147(3), pages 377-393, June.
    54. Aldieri, Luigi & Makkonen, Teemu & Paolo Vinci, Concetto, 2020. "Environmental knowledge spillovers and productivity: A patent analysis for large international firms in the energy, water and land resources fields," Resources Policy, Elsevier, vol. 69(C).
    55. Miriam A. Golden & Lucio Picci, 2005. "Proposal For A New Measure Of Corruption, Illustrated With Italian Data," Economics and Politics, Wiley Blackwell, vol. 17(1), pages 37-75, March.
    56. Calogero Guccio & Domenico Lisi & Ilde Rizzo, 2019. "When the purchasing officer looks the other way: on the waste effects of debauched local environment in public works execution," Economics of Governance, Springer, vol. 20(3), pages 205-236, September.
    57. Pierre-Guillaume Méon & Laurent Weill, 2004. "Does better governance foster efficiency? An aggregate frontier analysis," Economics of Governance, Springer, vol. 6(1), pages 75-90, January.
    58. Felipe Starosta de Waldemar, 2012. "New Products and Corruption: Evidence from Indian Firms," Post-Print hal-00966301, HAL.
    59. Lui, Francis T, 1985. "An Equilibrium Queuing Model of Bribery," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 760-781, August.
    60. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    61. Emenalo, Chukwunonye O. & Gagliardi, Francesca & Hodgson, Geoffrey M., 2018. "Historical institutional determinants of financial system development in Africa," Journal of Institutional Economics, Cambridge University Press, vol. 14(2), pages 345-372, April.
    62. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    63. Kumbhakar,Subal C. & Lovell,C. A. Knox, 2003. "Stochastic Frontier Analysis," Cambridge Books, Cambridge University Press, number 9780521666633, June.
    64. Toke S. Aidt & Jayasri Dutta, 2008. "Policy Compromises: Corruption And Regulation In A Democracy," Economics and Politics, Wiley Blackwell, vol. 20(3), pages 335-360, November.
    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. Finocchiaro Castro ,Massimo & Guccio, Calogero, 2023. "New wine in old bottle: Exploring the Corruption-inefficiency nexus using endogenous stochastic frontier approach," EconStor Preprints 275730, ZBW - Leibniz Information Centre for Economics.
    2. Luigi Aldieri & Cristian Barra & Nazzareno Ruggiero & Concetto Paolo Vinci, 2023. "Corruption and firms’ efficiency: international evidence using an instrumental variable approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 731-759, July.
    3. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    4. Yingying Shi, 2024. "Corruption, technical efficiency and total factor productivity growth: empirical evidence from China," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-24, December.
    5. Hung Quang Doan & Nam Hoang Vu & Binh Tran-Nam & Ngoc-Anh Nguyen, 2022. "Effects of tax administration corruption on innovation inputs and outputs: evidence from small and medium sized enterprises in Vietnam," Empirical Economics, Springer, vol. 62(4), pages 1773-1800, April.
    6. repec:zbw:bofitp:2008_020 is not listed on IDEAS
    7. Rahmouni, Mohieddine, 2023. "Corruption and corporate innovation in Tunisia during an economic downturn," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 314-326.
    8. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    9. Lakshmi, Geeta & Saha, Shrabani & Bhattarai, Keshab, 2021. "Does corruption matter for stock markets? The role of heterogeneous institutions," Economic Modelling, Elsevier, vol. 94(C), pages 386-400.
    10. Nguyen, Ngoc Anh & Doan, Quang Hung & Nguyen, Ngoc Minh & Tran-Nam, Binh, 2016. "The impact of petty corruption on firm innovation in Vietnam," MPRA Paper 71902, University Library of Munich, Germany.
    11. Badunenko, Oleg & D’Inverno, Giovanna & De Witte, Kristof, 2023. "On distinguishing the direct causal effect of an intervention from its efficiency-enhancing effects," European Journal of Operational Research, Elsevier, vol. 310(1), pages 432-447.
    12. Toke S. Aidt, 2009. "Corruption, institutions, and economic development," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 25(2), pages 271-291, Summer.
    13. Syed Muhammad Imran & Hafeez Ur Rehman & Rana Ejaz Ali Khan, 2020. "Effect of corruption on firm level innovation: Evidence from Pakistan," Economics and Business Letters, Oviedo University Press, vol. 9(1), pages 41-47.
    14. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    15. Mohammad, Shoeb & Yang, Jie & Butt, Irfan, 2024. "Does corruption have a sanding or greasing impact on innovation? Reconciling the contrasting perspectives through a systematic literature review," Research Policy, Elsevier, vol. 53(7).
    16. Dokas, Ioannis & Panagiotidis, Minas & Papadamou, Stephanos & Spyromitros, Eleftherios, 2023. "Does innovation affect the impact of corruption on economic growth? International evidence," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1030-1054.
    17. Andrew Hodge & Sriram Shankar & D. S. Prasada Rao & Alan Duhs, 2011. "Exploring the Links Between Corruption and Growth," Review of Development Economics, Wiley Blackwell, vol. 15(3), pages 474-490, August.
    18. 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).
    19. Cristian Barra & Nazzareno Ruggiero, 2023. "Quality of Government and Types of Innovation—Empirical Evidence for Italian Manufacturing Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1749-1789, June.
    20. Demir, Firat & Hu, Chenghao & Liu, Junyi & Shen, Hewei, 2022. "Local corruption, total factor productivity and firm heterogeneity: Empirical evidence from Chinese manufacturing firms," World Development, Elsevier, vol. 151(C).
    21. Maria Kravtsova & Aleksey Oshchepkov, 2019. "Market And Network Corruption," HSE Working papers WP BRP 209/EC/2019, National Research University Higher School of Economics.

    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:wly:soecon:v:91:y:2025:i:3:p:811-849. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1002/(ISSN)2325-8012 .

    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.