IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/120306.html
   My bibliography  Save this paper

The effectiveness of a certification of legality. Evidence from Italian firms

Author

Listed:
  • Alfano, Maria Rosaria
  • Cantabene, Claudia
  • de Iudicibus, Alessandro

Abstract

Over the past decade, Italy has enacted a variety of measures to combat organized crime. White lists of legitimate businesses, established within each Italian prefecture, are a strategic tool to thwart mafia encroachment in the sectors most susceptible to infiltration. By replacing anti-mafia documentation, this mechanism fosters trust in the legality of enterprises among potential clients, suppliers, and financial institutions. Drawing on an extensive firm-level dataset, we employ a comprehensive, generalized difference-in-differences design to investigate the consequences of such certification on firms’ access to credit and their profitability. Our findings indicate that this certification engenders tangible positive effects on firms’ performance, manifested in improved credit access and enhanced profitability. Notably, the impact on banking obligations is particularly pronounced in regions where organized crime is more prevalent, such as the Southern regions of Italy. Conversely, the effect on profitability appears to be more accentuated in the North. These effects are more pronounced for firms that maintain certification over multiple years.

Suggested Citation

  • Alfano, Maria Rosaria & Cantabene, Claudia & de Iudicibus, Alessandro, 2024. "The effectiveness of a certification of legality. Evidence from Italian firms," MPRA Paper 120306, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:120306
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/120306/1/MPRA_paper_120306.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vergin, Roger C. & Qoronfleh, M. W., 1998. "Corporate reputation and the stock market," Business Horizons, Elsevier, vol. 41(1), pages 19-26.
    2. Himme, Alexander & Fischer, Marc, 2014. "Drivers of the cost of capital: The joint role of non-financial metrics," International Journal of Research in Marketing, Elsevier, vol. 31(2), pages 224-238.
    3. Alfredo Del Monte & Alessandro De Iudicibus & Sara Moccia & Luca Pennacchio, 2022. "Speed of spending and government decentralization: evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2133-2146, December.
    4. Barone, Guglielmo & Narciso, Gaia, 2015. "Organized crime and business subsidies: Where does the money go?," Journal of Urban Economics, Elsevier, vol. 86(C), pages 98-110.
    5. Paolo Pinotti, 2015. "The Causes and Consequences of Organised Crime: Preliminary Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 125(586), pages 158-174, August.
    6. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    7. Carter, Richard B & Manaster, Steven, 1990. "Initial Public Offerings and Underwriter Reputation," Journal of Finance, American Finance Association, vol. 45(4), pages 1045-1067, September.
    8. Petra E. Todd & Jeffrey A. Smith, 2001. "Reconciling Conflicting Evidence on the Performance of Propensity-Score Matching Methods," American Economic Review, American Economic Association, vol. 91(2), pages 112-118, May.
    9. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    10. Terlaak, Ann & King, Andrew A., 2006. "The effect of certification with the ISO 9000 Quality Management Standard: A signaling approach," Journal of Economic Behavior & Organization, Elsevier, vol. 60(4), pages 579-602, August.
    11. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    12. Bazrafshan, Ebrahim & Kandelousi, Amene S. & Hooy, Chee-Wooi, 2016. "The impact of earnings management on the extent of disclosure and true financial performance: Evidence from listed firms in Hong Kong," The British Accounting Review, Elsevier, vol. 48(2), pages 206-219.
    13. Joseph A Clougherty & Michał Grajek, 2008. "The impact of ISO 9000 diffusion on trade and FDI: A new institutional analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(4), pages 613-633, June.
    14. Xiang Hui & Maryam Saeedi & Giancarlo Spagnolo & Steven Tadelis, 2018. "Certification, Reputation and Entry: An Empirical Analysis," NBER Working Papers 24916, National Bureau of Economic Research, Inc.
    15. Desheng Yu & Lihua Yang & Yuping Xu, 2022. "The Impact of the Digital Economy on High-Quality Development: An Analysis Based on the National Big Data Comprehensive Test Area," Sustainability, MDPI, vol. 14(21), pages 1-20, November.
    16. Li, Xianghong & Zhao, Xinlei, 2006. "Propensity score matching and abnormal performance after seasoned equity offerings," Journal of Empirical Finance, Elsevier, vol. 13(3), pages 351-370, June.
    17. Fabio Schiantarelli & Massimiliano Stacchini & Philip E. Strahan, 2020. "Bank Quality, Judicial Efficiency, and Loan Repayment Delays in Italy," Journal of Finance, American Finance Association, vol. 75(4), pages 2139-2178, August.
    18. David Dranove & Ginger Zhe Jin, 2010. "Quality Disclosure and Certification: Theory and Practice," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 935-963, December.
    19. Amir Sufi, 2009. "The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1659-1691, April.
    20. Tatyana Guzman & Benjamin Y. Clark, 2022. "Crime and credit: The empirical study of how crime affects credit ratings of large U.S. cities," Social Science Quarterly, Southwestern Social Science Association, vol. 103(5), pages 1234-1247, September.
    21. Wesley D. Sine & Robert J. David & Hitoshi Mitsuhashi, 2007. "From Plan to Plant: Effects of Certification on Operational Start-up in the Emergent Independent Power Sector," Organization Science, INFORMS, vol. 18(4), pages 578-594, August.
    22. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    23. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    24. Yan-Leung Cheung & Dongmin Kong & Weiqiang Tan & Wenming Wang, 2015. "Being Good When Being International in an Emerging Economy: The Case of China," Journal of Business Ethics, Springer, vol. 130(4), pages 805-817, September.
    25. Roberto Cellini & Gianpiero Torrisi, 2014. "Regional Resilience in Italy: A Very Long-Run Analysis," Regional Studies, Taylor & Francis Journals, vol. 48(11), pages 1779-1796, November.
    26. Stuart Landon & Constance E. Smith, 1998. "Quality Expectations, Reputation, and Price," Southern Economic Journal, John Wiley & Sons, vol. 64(3), pages 628-647, January.
    27. Francesca M. Calamunci, 2022. "What happens in criminal firms after godfather management removal? Judicial administration and firms’ performance," Small Business Economics, Springer, vol. 58(1), pages 565-591, January.
    28. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    29. Emilia Bonaccorsi di Patti, 2009. "Weak institutions and credit availability: the impact of crime on bank loans," Questioni di Economia e Finanza (Occasional Papers) 52, Bank of Italy, Economic Research and International Relations Area.
    30. Carolyn Heinrich & Alessandro Maffioli & Gonzalo Vázquez, 2010. "A Primer for Applying Propensity-Score Matching," SPD Working Papers 1005, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    31. José Martí & Anita Quas, 2018. "A beacon in the night: government certification of SMEs towards banks," Small Business Economics, Springer, vol. 50(2), pages 397-413, February.
    32. Lee, Peggy M. & Wahal, Sunil, 2004. "Grandstanding, certification and the underpricing of venture capital backed IPOs," Journal of Financial Economics, Elsevier, vol. 73(2), pages 375-407, August.
    33. Daniele, Gianmarco & Dipoppa, Gemma, 2017. "Mafia, elections and violence against politicians," Journal of Public Economics, Elsevier, vol. 154(C), pages 10-33.
    34. Gatzert, Nadine, 2015. "The impact of corporate reputation and reputation damaging events on financial performance: Empirical evidence from the literature," European Management Journal, Elsevier, vol. 33(6), pages 485-499.
    35. Ricardo Mora & Iliana Reggio, 2019. "Alternative diff-in-diffs estimators with several pretreatment periods," Econometric Reviews, Taylor & Francis Journals, vol. 38(5), pages 465-486, May.
    36. Matthew Potoski & Aseem Prakash, 2009. "Information asymmetries as trade barriers: ISO 9000 increases international commerce," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(2), pages 221-238.
    37. Saeidi, Sayedeh Parastoo & Sofian, Saudah & Saeidi, Parvaneh & Saeidi, Sayyedeh Parisa & Saaeidi, Seyyed Alireza, 2015. "How does corporate social responsibility contribute to firm financial performance? The mediating role of competitive advantage, reputation, and customer satisfaction," Journal of Business Research, Elsevier, vol. 68(2), pages 341-350.
    38. Daniele, Vittorio & Marani, Ugo, 2011. "Organized crime, the quality of local institutions and FDI in Italy: A panel data analysis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 132-142, March.
    39. Litterio Mirenda & Sauro Mocetti & Lucia Rizzica, 2022. "The Economic Effects of Mafia: Firm Level Evidence," American Economic Review, American Economic Association, vol. 112(8), pages 2748-2773, August.
    40. Anupam Kumar, 2018. "Environmental Reputation: Attribution from Distinct Environmental Strategies," Corporate Reputation Review, Palgrave Macmillan, vol. 21(3), pages 115-126, September.
    41. Astarita, Caterina & Capuano, Carlo & Purificato, Francesco, 2018. "The macroeconomic impact of organised crime: A post-Keynesian analysis," Economic Modelling, Elsevier, vol. 68(C), pages 514-528.
    42. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    43. Claudio Detotto & Edoardo Otranto, 2010. "Does Crime Affect Economic Growth?," Kyklos, Wiley Blackwell, vol. 63(3), pages 330-345, August.
    44. Perry, Patsy & Towers, Neil, 2009. "Determining the antecedents for a strategy of corporate social responsibility by small- and medium-sized enterprises in the UK fashion apparel industry," Journal of Retailing and Consumer Services, Elsevier, vol. 16(5), pages 377-385.
    45. Xueming Luo & Qinqin Zheng, 2013. "Reciprocity in Corporate Social Responsibility and Channel Performance: Do Birds of a Feather Flock Together?," Journal of Business Ethics, Springer, vol. 118(1), pages 203-213, November.
    46. Benjamin Pfister & Manfred Schwaiger & Tobias Morath, 2020. "Corporate reputation and the future cost of equity," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 343-384, April.
    47. Vittorio, Daniele, 2009. "Organized crime and regional development. A review of the Italian case," MPRA Paper 16547, University Library of Munich, Germany.
    48. Scott D. Graffin & Andrew J. Ward, 2010. "Certifications and Reputation: Determining the Standard of Desirability Amidst Uncertainty," Organization Science, INFORMS, vol. 21(2), pages 331-346, April.
    49. Paolo Pinotti, 2015. "The Economic Costs of Organised Crime: Evidence from Southern Italy," Economic Journal, Royal Economic Society, vol. 125(586), pages 203-232, August.
    50. Grigoris Giannarakis, 2014. "Corporate governance and financial characteristic effects on the extent of corporate social responsibility disclosure," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 10(4), pages 569-590, September.
    51. Jeong†Bon Kim & Zheng Wang & Liandong Zhang, 2016. "CEO Overconfidence and Stock Price Crash Risk," Contemporary Accounting Research, John Wiley & Sons, vol. 33(4), pages 1720-1749, December.
    52. Sascha Raithel & Manfred Schwaiger, 2015. "The effects of corporate reputation perceptions of the general public on shareholder value," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 945-956, June.
    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. Francesca M. Calamunci & Livio Ferrante & Rossana Scebba, 2022. "Closed for mafia: Evidence from the removal of mafia firms on commercial property values," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1487-1511, November.
    2. Forgione, Antonio Fabio & Migliardo, Carlo, 2023. "Mafia risk perception: Evaluating the effect of organized crime on firm technical efficiency and investment proclivity," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    3. Tamara Fioroni & Andrea Mario Lavezzi & Giovanni Trovato, 2023. "Organized Crime, Corruption and Economic Growth," Discussion Papers 2023/298, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    4. Roberto Ganau & Andrés Rodríguez†Pose, 2018. "Industrial clusters, organized crime, and productivity growth in Italian SMEs," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 363-385, March.
    5. Campedelli, Gian Maria & Daniele, Gianmarco & Martinangeli, Andrea F.M. & Pinotti, Paolo, 2023. "Organized crime, violence and support for the state," Journal of Public Economics, Elsevier, vol. 228(C).
    6. Moretti, Luigi, 2014. "Local financial development, socio-institutional environment, and firm productivity: Evidence from Italy," European Journal of Political Economy, Elsevier, vol. 35(C), pages 38-51.
    7. Maria Rosaria Alfano & Claudia Cantabene & Damiano Bruno Silipo, 2019. "Mafia Firms and Aftermaths," Working Papers 2019.21, Fondazione Eni Enrico Mattei.
    8. Bellucci, Andrea & Pennacchio, Luca & Zazzaro, Alberto, 2023. "Debt financing of SMEs: The certification role of R&D Subsidies," International Review of Financial Analysis, Elsevier, vol. 90(C).
    9. Giovanni Bernardo & Irene Brunetti & Mehmet Pinar & Thanasis Stengos, 2021. "Measuring the presence of organized crime across Italian provinces: a sensitivity analysis," European Journal of Law and Economics, Springer, vol. 51(1), pages 31-95, February.
    10. Raphaël Chiappini & Samira Demaria & Benjamin Montmartin & Sophie Pommet, 2020. "Can Direct Innovation Subsidies Relax SMEs' Credit Constraints?," GREDEG Working Papers 2020-09, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    11. Ylenia Brilli & Marco Tonello, 2015. "The contemporaneous effect of education on adolescent crime. Mechanisms and evidence from regional divides," CHILD Working Papers Series 41 JEL Classification: I2, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    12. Marco Le Moglie & Giuseppe Sorrenti, 2022. "Revealing "Mafia Inc."? Financial Crisis, Organized Crime, and the Birth of New Enterprises," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 142-156, March.
    13. Annika Veh & Markus Göbel & Rick Vogel, 2019. "Corporate reputation in management research: a review of the literature and assessment of the concept," Business Research, Springer;German Academic Association for Business Research, vol. 12(2), pages 315-353, December.
    14. Chiappini, Raphaël & Montmartin, Benjamin & Pommet, Sophie & Demaria, Samira, 2022. "Can direct innovation subsidies relax SMEs’ financial constraints?," Research Policy, Elsevier, vol. 51(5).
    15. Goedhuys, Micheline & Sleuwaegen, Leo, 2016. "International standards certification, institutional voids and exports from developing country firms," International Business Review, Elsevier, vol. 25(6), pages 1344-1355.
    16. Guglielmo Barone & Litterio Mirenda & Sauro Mocetti, 2021. "Losing My Connection: The Dark Side of Bank–Firm Interlocking Directorates," Economica, London School of Economics and Political Science, vol. 88(350), pages 474-498, April.
    17. Paolo Buonanno & Irene Ferrari & Alessandro Saia, 2023. "ALL IS NOT LOST: Organized Crime and Social Capital Formation," Working Papers 2023: 16, Department of Economics, University of Venice "Ca' Foscari", revised 2024.
    18. Stefania Fontana & Giorgio d’Agostino, 2024. "Anti-mafia policies and public goods in Italy," Public Choice, Springer, vol. 198(3), pages 493-529, March.
    19. Kevin x.d. Huang & Zhe Li & Jianfei Sun, 2018. "Bank Competition, Directed Search, and Loan Sales," Vanderbilt University Department of Economics Working Papers 18-00001, Vanderbilt University Department of Economics.
    20. Cavalieri, Marina & Finocchiaro Castro, Massimo & Guccio, Calogero, 2023. "Organised crime and educational outcomes in Southern Italy: An empirical investigation," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).

    More about this item

    Keywords

    White List; Organized crime; Certification; Reputation; DID;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • H40 - Public Economics - - Publicly Provided Goods - - - General
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • R38 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Government Policy

    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:pra:mprapa:120306. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.