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Shooting down the price: evidence from mafia homicides and housing market volatility

Author

Listed:
  • Michele Battisti

    (Dipartimento di Giurisprudenza, Università degli Studi di Palermo, Italy; Rimini Centre for Economic Analysis)

  • Giovanni Bernardo

    (Dipartimento di Giurisprudenza, Università degli Studi di Palermo, Italy)

  • Andrea Mario Lavezzi

    (Dipartimento di Giurisprudenza, Università degli Studi di Palermo, Italy)

  • Giuseppe Maggio

    (Department of Geography, University of Sussex, UK)

Abstract

In this work, we assess the role of a specific type of organized crime in influencing choices on where living within the city territory, and consequently, volatility in house prices. More specifically, we test how organized crime killing may influence house pricing behaviors. Firstly, we show evidences about how organized crime is associated with higher inequality of housing prices for Italian cities in 2011. Then, by collecting and geo referencing data on the city of Naples for the period 2002-2016, we test for the direct influence of homicides on the relevant territory, as on the neighboring districts. Results show a negative and significant impact of killing on the house prices either for sales or for rents and a positive effect in neighboring district, driving increases in within-city inequality.

Suggested Citation

  • Michele Battisti & Giovanni Bernardo & Andrea Mario Lavezzi & Giuseppe Maggio, 2019. "Shooting down the price: evidence from mafia homicides and housing market volatility," Working Paper series 19-05, Rimini Centre for Economic Analysis.
    • Handle: RePEc:rim:rimwps:19-05
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    References listed on IDEAS

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    1. 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.
    2. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    3. Badi H. Baltagi, 2015. "Seemingly Unrelated Regressions," Springer Texts in Business and Economics, in: Solutions Manual for Econometrics, edition 3, chapter 0, pages 233-257, Springer.
    4. Borri, Nicola & Reichlin, Pietro, 2018. "The housing cost disease," Journal of Economic Dynamics and Control, Elsevier, vol. 87(C), pages 106-123.
    5. Hector M. Nuñez & Dusan Paredes & Rafael Garduño-Rivera, 2017. "Is crime in Mexico a disamenity? Evidence from a hedonic valuation approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(1), pages 171-187, July.
    6. Daniele, Gianmarco & Dipoppa, Gemma, 2017. "Mafia, elections and violence against politicians," Journal of Public Economics, Elsevier, vol. 154(C), pages 10-33.
    7. David N. Weil, 2015. "Capital and Wealth in the 21st Century," NBER Working Papers 20919, National Bureau of Economic Research, Inc.
    8. Edward L. Glaeser & Matt Resseger & Kristina Tobio, 2009. "Inequality In Cities," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 617-646, October.
    9. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.
    10. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    11. Arbia, Giuseppe & Battisti, Michele & Di Vaio, Gianfranco, 2010. "Institutions and geography: Empirical test of spatial growth models for European regions," Economic Modelling, Elsevier, vol. 27(1), pages 12-21, January.
    12. Anastasia Klimova & Adrian D. Lee, 2014. "Does a Nearby Murder Affect Housing Prices and Rents? The Case of Sydney," The Economic Record, The Economic Society of Australia, vol. 90, pages 16-40, June.
    13. 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.
    14. Durlauf, Steven N, 1996. "A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
    15. Steve Gibbons, 2004. "The Costs of Urban Property Crime," Economic Journal, Royal Economic Society, vol. 114(499), pages 441-463, November.
    16. Daron Acemoglu & Giuseppe De Feo & Giacomo Davide De Luca, 2020. "Weak States: Causes and Consequences of the Sicilian Mafia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 537-581.
    17. Andrea Mario Lavezzi, 2014. "Organised crime and the economy: a framework for policy prescriptions," Global Crime, Taylor & Francis Journals, vol. 15(1-2), pages 164-190, April.
    18. Dimico, Arcangelo & Isopi, Alessia & Olsson, Ola, 2017. "Origins of the Sicilian Mafia: The Market for Lemons," The Journal of Economic History, Cambridge University Press, vol. 77(4), pages 1083-1115, December.
    19. Giovanni Frazzica & Maurizio Lisciandra & Valentina Punzo & Attilio Scaglione, 2016. "The Camorra and protection rackets: the cost to business," Global Crime, Taylor & Francis Journals, vol. 17(1), pages 48-59, January.
    20. Baltagi, Badi H. & Bresson, Georges, 2011. "Maximum likelihood estimation and Lagrange multiplier tests for panel seemingly unrelated regressions with spatial lag and spatial errors: An application to hedonic housing prices in Paris," Journal of Urban Economics, Elsevier, vol. 69(1), pages 24-42, January.
    21. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    22. Leigh Linden & Jonah E. Rockoff, 2008. "Estimates of the Impact of Crime Risk on Property Values from Megan's Laws," American Economic Review, American Economic Association, vol. 98(3), pages 1103-1127, June.
    23. 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.
    24. Pope, Jaren C., 2008. "Fear of crime and housing prices: Household reactions to sex offender registries," Journal of Urban Economics, Elsevier, vol. 64(3), pages 601-614, November.
    25. Patrick Bayer & Robert McMillan & Alvin Murphy & Christopher Timmins, 2016. "A Dynamic Model of Demand for Houses and Neighborhoods," Econometrica, Econometric Society, vol. 84, pages 893-942, May.
    26. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    27. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    28. 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.
    29. Kristian Behrens & Frédéric Robert‐Nicoud, 2014. "Survival of the Fittest in Cities: Urbanisation and Inequality," Economic Journal, Royal Economic Society, vol. 124(581), pages 1371-1400, December.
    30. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
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    Cited by:

    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. 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.

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    More about this item

    Keywords

    organized crime; spatial interactions; panel data estimations;
    All these keywords.

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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