IDEAS home Printed from https://ideas.repec.org/p/pav/demwpp/demwp0136.html
   My bibliography  Save this paper

Organized Crime and Technology

Author

Listed:
  • Mustafa Caglayan

    (Heriot-Watt University)

  • Alessandro Flamini

    (Department of Economics and Management, University of Pavia)

  • Babak Jahanshahi

    (Department of Economics and Management, University of Pavia)

Abstract

This paper investigates the relation between the presence of organized crime and the technology level in north Italy. Our analysis proposes two provincial indexes. The first portrays technology at a fine-grained industrial sector level. The second describes mafia-type organizations in line with the investigation approach currently used by Italian National Antimafia Directorate (DNA) and Antimafia District Directorates (DDAs). With these indexes, we provide empirical evidence that in north Italy, the larger the presence of organized crime, the less innovation and the technological level of the industrial fabric. Our reading of this finding is that without organized crime, Nature selects agents according to their capacity to innovate. Instead, with organized crime, agents can choose an alternative strategy: relate with organized crime, which hinders innovation. Modelling the interaction innovation - relation with mafias by evolutionary game theory, we show that the presence of organized crime, through natural selection, leads to low levels of technology. Our model also shows how to use sanctions and indemnities to address the problem.

Suggested Citation

  • Mustafa Caglayan & Alessandro Flamini & Babak Jahanshahi, 2017. "Organized Crime and Technology," DEM Working Papers Series 136, University of Pavia, Department of Economics and Management.
  • Handle: RePEc:pav:demwpp:demwp0136
    as

    Download full text from publisher

    File URL: http://dem-web.unipv.it/web/docs/dipeco/quad/ps/RePEc/pav/demwpp/DEMWP0136.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    2. Kearns, Allan & Ruane, Frances, 2001. "The tangible contribution of R&D-spending foreign-owned plants to a host region: a plant level study of the Irish manufacturing sector (1980-1996)," Research Policy, Elsevier, vol. 30(2), pages 227-244, February.
    3. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2010. "Persistence of Innovation in Dutch Manufacturing: Is It Spurious?," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 495-504, August.
    4. repec:zbw:bofrdp:2013_022 is not listed on IDEAS
    5. Nicola Daniele Coniglio & Giuseppe Celi & Cosimo Scagliusi, 2010. "Organized Crime, Migration and Human Capital Formation: Evidence from the South of Italy," SERIES 0028, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Mar 2010.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    8. Alberto Alesina & Salvatore Piccolo & Paolo Pinotti, 2019. "Organized Crime, Violence, and Politics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 457-499.
    9. Paolo Buccirossi & Lorenzo Ciari & Tomaso Duso & Giancarlo Spagnolo & Cristiana Vitale, 2013. "Competition Policy and Productivity Growth: An Empirical Assessment," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1324-1336, October.
    10. 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.
    11. Steven D. Levitt, 1996. "The Effect of Prison Population Size on Crime Rates: Evidence from Prison Overcrowding Litigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 319-351.
    12. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    13. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    14. Uwe Sunde & Thomas Vischer, 2015. "Human Capital and Growth: Specification Matters," Economica, London School of Economics and Political Science, vol. 82(326), pages 368-390, April.
    15. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    16. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    17. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    18. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    19. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    20. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    21. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "What causes violent crime?," European Economic Review, Elsevier, vol. 46(7), pages 1323-1357, July.
    22. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    23. Scognamiglio, Annalisa, 2018. "When the mafia comes to town," European Journal of Political Economy, Elsevier, vol. 55(C), pages 573-590.
    24. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    25. Belal Fallah & Mark D. Partridge & Dan S. Rickman, 2014. "Geography and High-Tech Employment Growth in US Counties," Journal of Economic Geography, Oxford University Press, vol. 14(4), pages 683-720.
    26. Philippe Aghion & Stefan Bechtold & Lea Cassar & Holger Herz, 2018. "The Causal Effects of Competition on Innovation: Experimental Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(2), pages 162-195.
    27. Meier, Stephan & Pierce, Lamar & Vaccaro, Antonino & La Cara, Barbara, 2016. "Trust and in-group favoritism in a culture of crime," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PA), pages 78-92.
    28. Avner Greif & Guido Tabellini, 2010. "Cultural and Institutional Bifurcation: China and Europe Compared," American Economic Review, American Economic Association, vol. 100(2), pages 135-140, May.
    29. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2004. "Entry and Productivity Growth: Evidence from Microlevel Panel Data," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 265-276, 04/05.
    30. Mustafa Caglayan & Alessandro Flamini & Babak Jahanshahi, 2017. "Organized Crime and Technology," DEM Working Papers Series 136, University of Pavia, Department of Economics and Management.
    31. repec:fth:prinin:455 is not listed on IDEAS
    32. Ufuk Akcigit & John Grigsby & Tom Nicholas, 2017. "The Rise of American Ingenuity: Innovation and Inventors of the Golden Age," Working Papers 2017-6, Princeton University. Economics Department..
    33. 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.
    34. Barone, Guglielmo & Mocetti, Sauro, 2014. "Natural disasters, growth and institutions: A tale of two earthquakes," Journal of Urban Economics, Elsevier, vol. 84(C), pages 52-66.
    35. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages 54-72, February.
    36. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    37. Yann Algan & Pierre Cahuc, 2013. "Trust and Growth," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 521-549, May.
    38. Francesco Calderoni, 2011. "Where is the mafia in Italy? Measuring the presence of the mafia across Italian provinces," Global Crime, Taylor & Francis Journals, vol. 12(1), pages 41-69, February.
    39. Maria Bigoni & Stefania Bortolotti & Marco Casari & Diego Gambetta & Francesca Pancotto, 2016. "Amoral Familism, Social Capital, or Trust? The Behavioural Foundations of the Italian North–South Divide," Economic Journal, Royal Economic Society, vol. 126(594), pages 1318-1341, August.
    40. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    41. P. Buonanno & G. Prarolo & P. Vanin, 2014. "Organized Crime and Electoral Outcomes in Sicily," Working Papers wp965, Dipartimento Scienze Economiche, Universita' di Bologna.
    42. 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.
    43. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
    44. Besley, Timothy, 1995. "Property Rights and Investment Incentives: Theory and Evidence from Ghana," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 903-937, October.
    45. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
    46. Buonanno, Paolo & Pazzona, Matteo, 2014. "Migrating mafias," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 75-81.
    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. Mustafa Caglayan & Alessandro Flamini & Babak Jahanshahi, 2017. "Organized Crime and Technology," DEM Working Papers Series 136, University of Pavia, Department of Economics and Management.
    2. Fortuna Casoria & Marianna Marino & Pierpaolo Parrotta & Davide Sala, 2019. "Local Government and Innovation: the case of Italian provinces," Working Papers halshs-02278092, HAL.
    3. Gaetano Perone, 2020. "The impact of agribusiness crimes on food prices: evidence from Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(3), pages 877-909, October.
    4. Marco Dugato & Francesco Calderoni & Gian Maria Campedelli, 2020. "Measuring Organised Crime Presence at the Municipal Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 237-261, January.
    5. Alfredo Del Monte, 2016. "Le cause della differente diffusione della criminalit? organizzata nel Mezzogiorno," STUDI ECONOMICI, FrancoAngeli Editore, vol. 2016(118-119-1), pages 271-311.
    6. 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.

    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. Caglayan, Mustafa & Flamini, Alessandro & Jahanshahi, Babak, 2021. "Hindering human capital accumulation: A hidden cost of the silent mafia?," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 828-845.
    2. Benavente, Jose Miguel & Zuniga, Pluvia, 2021. "How does market competition affect firm innovation incentives in emerging countries? Evidence from Latin American firms," MERIT Working Papers 2021-024, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Aghion, Philippe & Akcigit, Ufuk & Howitt, Peter, 2014. "What Do We Learn From Schumpeterian Growth Theory?," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 0, pages 515-563, Elsevier.
    4. Benavente, José Miguel & Zuñiga, Pluvia, 2022. "How Does Market Competition Affect Firm Innovation Incentives in Emerging Countries? Evidence from Chile and Colombia," IDB Publications (Working Papers) 12198, Inter-American Development Bank.
    5. Florin Maican & Matilda Orth, 2017. "Productivity Dynamics and the Role of ‘Big-Box’ Entrants in Retailing," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 397-438, June.
    6. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    7. Scognamiglio, Annalisa, 2018. "When the mafia comes to town," European Journal of Political Economy, Elsevier, vol. 55(C), pages 573-590.
    8. Renaud Bourlès & Gilbert Cette & Jimmy Lopez & Jacques Mairesse & Giuseppe Nicoletti, 2013. "Do Product Market Regulations In Upstream Sectors Curb Productivity Growth? Panel Data Evidence For OECD Countries," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1750-1768, December.
    9. Eva Spring & Volker Grossmann, 2016. "Does bilateral trust across countries really affect international trade and factor mobility?," Empirical Economics, Springer, vol. 50(1), pages 103-136, February.
    10. Amiti, Mary & ,, 2009. "Competition and Quality Upgrading," CEPR Discussion Papers 7562, C.E.P.R. Discussion Papers.
    11. Scopelliti, Alessandro Diego, 2009. "Competition and Economic Growth: an Empirical Analysis for a Panel of 20 OECD Countries," MPRA Paper 20127, University Library of Munich, Germany.
    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. Marc J. Melitz & Stephen J. Redding, 2021. "Trade and innovation," CEP Discussion Papers dp1777, Centre for Economic Performance, LSE.
    14. Sara Barcenilla-Visús & José-María Gómez-Sancho & Carmen López-Pueyo & María-Jesús Mancebón & Jaime Sanaú, 2013. "Technical Change, Efficiency Change and Institutions: Empirical Evidence for a Sample of OECD Countries," The Economic Record, The Economic Society of Australia, vol. 89(285), pages 207-227, June.
    15. Cullen F. Goenner, 2011. "Simultaneity between Trade and Conflict: Endogenous Instruments of Mass Destruction," Conflict Management and Peace Science, Peace Science Society (International), vol. 28(5), pages 459-477, November.
    16. Bas, M. & Paunov, C., 2014. "The unequal effect of India's industrial liberalization on firms' decision to innovate: Do business conditions matter?," MERIT Working Papers 2014-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    17. Dirk Czarnitzki & Federico Etro & Kornelius Kraft, 2014. "Endogenous Market Structures and Innovation by Leaders: An Empirical Test," Economica, London School of Economics and Political Science, vol. 81(321), pages 117-139, January.
    18. Aurelien Quignon, 2022. "Market Regulation and Innovation: Direct and Indirect Effects," Journal of Industry, Competition and Trade, Springer, vol. 22(3), pages 429-456, December.
    19. Riccardo Crescenzi & Luisa Gagliardi & Marco Percoco, 2013. "The ‘Bright’ Side of Social Capital: How ‘Bridging’ Makes Italian Provinces More Innovative," Advances in Spatial Science, in: Riccardo Crescenzi & Marco Percoco (ed.), Geography, Institutions and Regional Economic Performance, edition 127, pages 143-164, Springer.
    20. Crafts, Nicholas, 2012. "British relative economic decline revisited: The role of competition," Explorations in Economic History, Elsevier, vol. 49(1), pages 17-29.

    More about this item

    Keywords

    organized crime; evolutionary game theory; innovation; silent mafia; technology; technology index; mafia index; north Italy.;
    All these keywords.

    JEL classification:

    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
    • 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:pav:demwpp:demwp0136. 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: Alice Albonico (email available below). General contact details of provider: https://edirc.repec.org/data/dppavit.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.