IDEAS home Printed from https://ideas.repec.org/a/bpj/rneart/v11y2012i3n10.html
   My bibliography  Save this article

Organized Crime Networks: an Application of Network Analysis Techniques to the American Mafia

Author

Listed:
  • Mastrobuoni Giovanni

    (Collegio Carlo Alberto)

  • Patacchini Eleonora

    (La Sapienza Università di Roma, EIEF, CEPR and IZA)

Abstract

Using a unique data set on criminal profiles of 800 US Mafia members active in the 1950s and 1960s and on their connections within the Cosa Nostra network, we use simple network analysis techniques to document the structure and composition of the geometry of criminal ties between mobsters. The use of different network centrality measures allows us to collect evidence in line with so far only conjectured views on the functioning of the Mafia. In particular, we shed light on the extent to which family relationships, community roots and ties, legal and illegal activities predict the criminal ranking of the “men of honor,” suggesting the main characteristics that can be used to detect criminal leaders. Our results are remarkably in line with the evidence that mafia organizations tend to be extremely hierarchical.

Suggested Citation

  • Mastrobuoni Giovanni & Patacchini Eleonora, 2012. "Organized Crime Networks: an Application of Network Analysis Techniques to the American Mafia," Review of Network Economics, De Gruyter, vol. 11(3), pages 1-43, September.
    • Handle: RePEc:bpj:rneart:v:11:y:2012:i:3:n:10
    DOI: 10.1515/1446-9022.1324
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/1446-9022.1324
    Download Restriction: For access to full text, subscription to the journal or payment for the individual article is required.
    File URL: https://libkey.io/10.1515/1446-9022.1324?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Coralio Ballester & Antoni Calvó-Armengol & Yves Zenou, 2006. "Who's Who in Networks. Wanted: The Key Player," Econometrica, Econometric Society, vol. 74(5), pages 1403-1417, September.
    2. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    3. Oriana Bandiera, 2003. "Land Reform, the Market for Protection, and the Origins of the Sicilian Mafia: Theory and Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 19(1), pages 218-244, April.
    4. Mariagiovanna Baccara & Heski Bar-Isaac, 2008. "How to Organize Crime -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1039-1067.
    5. Garoupa, Nuno, 2007. "Optimal law enforcement and criminal organization," Journal of Economic Behavior & Organization, Elsevier, vol. 63(3), pages 461-474, July.
    6. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    7. Levitt, Steven D, 1997. "Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on Crime," American Economic Review, American Economic Association, vol. 87(3), pages 270-290, June.
    8. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    9. Alexander, Barbara J, 1997. "The Rational Racketeer: Pasta Protection in Depression Era Chicago," Journal of Law and Economics, University of Chicago Press, vol. 40(1), pages 175-202, April.
    10. Vimal Kumar & Stergios Skaperdas, 2008. "On The Economics oF Organized Crime," Working Papers 070815, University of California-Irvine, Department of Economics.
    11. Matthew O. Jackson & Brian W. Rogers, 2007. "Meeting Strangers and Friends of Friends: How Random Are Social Networks?," American Economic Review, American Economic Association, vol. 97(3), pages 890-915, June.
    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. Arellano-Bover, Jaime & De Simoni, Marco & Guiso, Luigi & Macchiavello, Rocco & Marchetti, Domenico J. & Prem, Mounu, 2024. "Mafias and Firms," IZA Discussion Papers 16893, Institute of Labor Economics (IZA).
      • Arellano-Bover, Jaime & De Simoni, Marco & Guiso, Luigi & Macchiavello, Rocco & Marchetti, Domenico J. & Prem, Mounu, 2024. "Mafias and Firms," SocArXiv sr6ep, Center for Open Science.
      • De Simoni, Marco & Guiso, Luigi & Macchiavello, Rocco & Marchetti, Domenico J. & Prem, Mounu, 2024. "Mafias and Firms," CEPR Discussion Papers 18982, C.E.P.R. Discussion Papers.
      • Jaime Arellano-Bover & Marco De Simoni & Luigi Guiso & Rocco Macchiavello & Domenico J. Marchetti & Mounu Prem, 2024. "Mafias and Firms," CESifo Working Paper Series 11043, CESifo.
    2. Giovanni Mastrobuoni, 2013. "The Value of Connections: Evidence from the Italian-American Mafia," Carlo Alberto Notebooks 335, Collegio Carlo Alberto.
    3. Buonanno, Paolo & Durante, Ruben & Prarolo, Giovanni & Vanin, Paolo, 2011. "On the historical and geographic origins of the Sicilian mafia," MPRA Paper 37009, University Library of Munich, Germany, revised 01 Feb 2012.
    4. Paolo Buonanno & Ruben Durante & Giovanni Prarolo & Paolo Vanin, 2015. "Poor Institutions, Rich Mines: Resource Curse in the Origins of the Sicilian Mafia," Economic Journal, Royal Economic Society, vol. 125(586), pages 175-202, August.
    5. Emily G. Owens, 2014. "The American Temperance Movement and Market-Based Violence," American Law and Economics Review, American Law and Economics Association, vol. 16(2), pages 433-472.
    6. Arun Advani & Bansi Malde, 2018. "Credibly Identifying Social Effects: Accounting For Network Formation And Measurement Error," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1016-1044, September.
    7. Zenou, Yves & Lindquist, Matthew, 2014. "Key Players in Co-Offending Networks," CEPR Discussion Papers 9889, C.E.P.R. Discussion Papers.
    8. Balletta, Luigi & Lavezzi, Andrea Mario, 2023. "The economics of extortion: Theory and the case of the Sicilian Mafia," Journal of Comparative Economics, Elsevier, vol. 51(4), pages 1109-1141.
    9. Hahn, Youjin & Islam, Asadul & Patacchini, Eleonora & Zenou, Yves, 2015. "Network Structure and Education Outcomes: Evidence from a Field Experiment in Bangladesh," IZA Discussion Papers 8872, Institute of Labor Economics (IZA).
    10. Lonsky, Jakub, 2020. "Gulags, crime, and elite violence : origins and consequences of the Russian mafia," BOFIT Discussion Papers 24/2020, Bank of Finland, Institute for Economies in Transition.
    11. Lehne, Jonathan & Shapiro, Jacob N. & Vanden Eynde, Oliver, 2018. "Building connections: Political corruption and road construction in India," Journal of Development Economics, Elsevier, vol. 131(C), pages 62-78.
    12. Nicola Giuseppe Castellano & Roy Cerqueti & Bruno Maria Franceschetti, 2021. "Evaluating risks-based communities of Mafia companies: a complex networks perspective," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1463-1486, November.
    13. Youjin Hahn & Asadul Islam & Eleonora Patacchini & Yves Zenou, 2015. "Teams, Organization and Education Outcomes: Evidence from a field experiment in Bangladesh," Monash Economics Working Papers 35-15, Monash University, Department of Economics.
    14. Díaz, Carlos & Patacchini, Eleonora & Verdier, Thierry & Zenou, Yves, 2021. "Leaders in juvenile crime," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 638-667.
    15. Antinyan, Armenak & Horváth, Gergely & Jia, Mofei, 2020. "Positional concerns and social network structure: An experiment," European Economic Review, Elsevier, vol. 129(C).
    16. Lonsky, Jakub, 2020. "Gulags, Crime, and Elite Violence: Origins and Consequences of the Russian Mafia," GLO Discussion Paper Series 711, Global Labor Organization (GLO).
    17. Lucia Cavallaro & Annamaria Ficara & Pasquale De Meo & Giacomo Fiumara & Salvatore Catanese & Ovidiu Bagdasar & Wei Song & Antonio Liotta, 2020. "Disrupting resilient criminal networks through data analysis: The case of Sicilian Mafia," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-22, August.
    18. Nikos Bozionelos, 2014. "Careers Patterns in Greek Academia: Social Capital and Intelligent Careers, but for Whom?," Post-Print hal-01016605, HAL.
    19. Michele Battisti & Andrea Mario Lavezzi & Roberto Musotto, 2022. "Organizing Crime: an Empirical Analysis of the Sicilian Mafia," Papers 2205.02310, arXiv.org.
    20. repec:zbw:bofitp:2020_024 is not listed on IDEAS
    21. Ryan Kor & Junjie Zhou, 2022. "Welfare and Distributional Effects of Joint Intervention in Networks," Papers 2206.03863, arXiv.org.
    22. Lindquist, Matthew J. & Zenou, Yves, 2019. "Crime and Networks: 10 Policy Lessons," IZA Discussion Papers 12534, Institute of Labor Economics (IZA).
    23. Timo Hiller, 2017. "Too Big to Jail? Key-Player Policies When the Network is Endogenous," Bristol Economics Discussion Papers 17/693, School of Economics, University of Bristol, UK.
    24. Boduszek, Daniel & Debowska, Agata & Sharratt, Kathryn & McDermott, Danielle & Sherretts, Nicole & Willmott, Dominic & Popiolek, Katarzyna & Hyland, Philip, 2021. "Pathways between types of crime and criminal social identity: A network approach," Journal of Criminal Justice, Elsevier, vol. 72(C).
    25. Luigi Balletta & Andrea Mario Lavezzi, 2019. "The Economics of Extortion: Theory and Evidence on the Sicilian Mafia," Discussion Papers 2019/242, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.

    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. Giovanni Mastrobuoni & Eleonora Patacchini, 2010. "Understanding Organized Crime Networks: Evidence Based on Federal Bureau of Narcotics Secret Files on American Mafia," Carlo Alberto Notebooks 152, Collegio Carlo Alberto.
    2. Giovanni Mastrobuoni, 2013. "The Value of Connections: Evidence from the Italian-American Mafia," Carlo Alberto Notebooks 335, Collegio Carlo Alberto.
    3. Almeida, Rita & Carneiro, Pedro, 2009. "Enforcement of labor regulation and firm size," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 28-46, March.
    4. Soeren C. Schwuchow, 2023. "Organized crime as a link between inequality and corruption," European Journal of Law and Economics, Springer, vol. 55(3), pages 469-509, June.
    5. D’Hernoncourt, Johanna & Méon, Pierre-Guillaume, 2012. "The not so dark side of trust: Does trust increase the size of the shadow economy?," Journal of Economic Behavior & Organization, Elsevier, vol. 81(1), pages 97-121.
    6. DeAngelo, Gregory, 2012. "Making space for crime: A spatial analysis of criminal competition," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 42-51.
    7. B. Hoyer, 2012. "Network Disruption and the Common Enemy Effect," Working Papers 12-06, Utrecht School of Economics.
    8. Iain W. Long, 2017. "The Storm Before the Calm? Adverse Effects of Tackling Organized Crime," Manchester School, University of Manchester, vol. 85(5), pages 541-576, September.
    9. McBride, Michael & Hewitt, David, 2013. "The enemy you can’t see: An investigation of the disruption of dark networks," Journal of Economic Behavior & Organization, Elsevier, vol. 93(C), pages 32-50.
    10. Fernando, Garcia Alvarado & Antoine, Mandel, 2022. "The network structure of global tax evasion evidence from the Panama papers," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 660-684.
    11. Deng, Liuchun & Sun, Yufeng, 2017. "Criminal network formation and optimal detection policy: The role of cascade of detection," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 43-63.
    12. repec:zbw:rwidps:0030 is not listed on IDEAS
    13. Torgler, Benno & Schneider, Friedrich & Schaltegger, Christoph A., 2007. "With or Against the People? The Impact of a Bottom-Up Approach on Tax Morale and the Shadow Economy," Berkeley Olin Program in Law & Economics, Working Paper Series qt6331x6vz, Berkeley Olin Program in Law & Economics.
    14. Ziesemer, Thomas H.W., 2010. "The impact of the credit crisis on poor developing countries: Growth, worker remittances, accumulation and migration," Economic Modelling, Elsevier, vol. 27(5), pages 1230-1245, September.
    15. Marco Battaglini & Eleonora Patacchini & Edoardo Rainone, 2019. "Endogenous Social Connections in Legislatures," NBER Working Papers 25988, National Bureau of Economic Research, Inc.
    16. Milo Bianchi, 2012. "Financial Development, Entrepreneurship, and Job Satisfaction," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 273-286, February.
    17. Branimir Jovanovic, 2015. "Kalman Filter Estimation of the Unrecorded Economy in Macedonia," Working Papers 2015-02, National Bank of the Republic of North Macedonia.
    18. Colin C. Williams, 2023. "A Modern Guide to the Informal Economy," Books, Edward Elgar Publishing, number 18668.
    19. Bjørnskov, Christian, 2015. "Does economic freedom really kill? On the association between ‘Neoliberal’ policies and homicide rates," European Journal of Political Economy, Elsevier, vol. 37(C), pages 207-219.
    20. Albertini, Julien & Terriau, Anthony, 2019. "Informality over the life-cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 105(C), pages 182-202.
    21. 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.

    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:bpj:rneart:v:11:y:2012:i:3:n:10. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    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.