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Wildfire Crime and Social Vulnerability in Italy: A Panel Investigation

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In this paper, we analyse the socio-economic determinants of wildfire crime in Italy using panel data at regional level. Using fixed effect Poisson models and fixed effect quantile panel regression analysis it is found that social vulnerability factors such as poverty, organised crime and income inequality play an important role in driving wildfire crime. The quantile regression analysis highlights a significant heterogeneity of the effects of driving factors across the Italian peninsula. Finally, we also extend our analysis to investigate the effect of economic downturns on wildfire crime and we find a positive correlation between a deterioration of per capita income and wildfire crime.

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  • Canepa,Alessandra & Drogo,Federico, 2019. "Wildfire Crime and Social Vulnerability in Italy: A Panel Investigation," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202005, University of Turin.
    • Handle: RePEc:uto:dipeco:202005
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    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, January.
    2. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    3. Enamorado, Ted & López-Calva, Luis F. & Rodríguez-Castelán, Carlos & Winkler, Hernán, 2016. "Income inequality and violent crime: Evidence from Mexico's drug war," Journal of Development Economics, Elsevier, vol. 120(C), pages 128-143.
    4. Christos Vasilakos & Kostas Kalabokidis & John Hatzopoulos & Ioannis Matsinos, 2009. "Identifying wildland fire ignition factors through sensitivity analysis of a neural network," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 50(1), pages 125-143, July.
    5. Melania Michetti & Mehmet Pinar, 2019. "Forest Fires Across Italian Regions and Implications for Climate Change: A Panel Data Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(1), pages 207-246, January.
    6. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    7. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    8. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    9. Mehlum, Halvor & Miguel, Edward & Torvik, Ragnar, 2006. "Poverty and crime in 19th century Germany," Journal of Urban Economics, Elsevier, vol. 59(3), pages 370-388, May.
    10. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    11. Dan Usher, 1997. "Education as a Deterrent to Crime," Canadian Journal of Economics, Canadian Economics Association, vol. 30(2), pages 367-384, May.
    12. Lance Lochner, 2004. "Education, Work, And Crime: A Human Capital Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 811-843, August.
    13. Tauchen, Helen & Witte, Ann Dryden & Griesinger, Harriet, 1994. "Criminal Deterrence: Revisiting the Issue with a Birth Cohort," The Review of Economics and Statistics, MIT Press, vol. 76(3), pages 399-412, August.
    14. Cook, Philip J. & Durrance, Christine Piette, 2013. "The virtuous tax: Lifesaving and crime-prevention effects of the 1991 federal alcohol-tax increase," Journal of Health Economics, Elsevier, vol. 32(1), pages 261-267.
    15. Eric D. Gould & Bruce A. Weinberg & David B. Mustard, 2002. "Crime Rates And Local Labor Market Opportunities In The United States: 1979-1997," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 45-61, February.
    16. Mercer, D. Evan & Prestemon, Jeffrey P., 2005. "Comparing production function models for wildfire risk analysis in the wildland-urban interface," Forest Policy and Economics, Elsevier, vol. 7(5), pages 782-795, August.
    17. José Ramón González‐Olabarria & Blas Mola‐Yudego & Lluis Coll, 2015. "Different Factors for Different Causes: Analysis of the Spatial Aggregations of Fire Ignitions in Catalonia (Spain)," Risk Analysis, John Wiley & Sons, vol. 35(7), pages 1197-1209, July.
    18. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    19. Marcos Rodrigues & Adrián Jiménez & Juan de la Riva, 2016. "Analysis of recent spatial–temporal evolution of human driving factors of wildfires in Spain," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(3), pages 2049-2070, December.
    20. Grossman, Herschel I, 1991. "A General Equilibrium Model of Insurrections," American Economic Review, American Economic Association, vol. 81(4), pages 912-921, September.
    21. Machado, Jose A.F. & Silva, J. M. C. Santos, 2005. "Quantiles for Counts," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 1226-1237, December.
    22. Cook, Philip J. & Moore, Michael J., 1993. "Drinking and schooling," Journal of Health Economics, Elsevier, vol. 12(4), pages 411-429, December.
    23. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    24. Mirko Draca & Stephen Machin, 2015. "Crime and Economic Incentives," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 389-408, August.
    25. Grogger, Jeff, 1998. "Market Wages and Youth Crime," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 756-791, October.
    26. Jeffrey P. Prestemon & David T. Butry, 2005. "Time to Burn: Modeling Wildland Arson as an Autoregressive Crime Function," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 756-770.
    27. Barbora Šedová, 2016. "On causes of illegal waste dumping in Slovakia," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(7), pages 1277-1303, July.
    28. Eric Neumayer, 2005. "Inequality and Violent Crime: Evidence from Data on Robbery and Violent Theft," Journal of Peace Research, Peace Research Institute Oslo, vol. 42(1), pages 101-112, January.
    29. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    30. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    31. Hjalmarsson, Randi, 2008. "Criminal justice involvement and high school completion," Journal of Urban Economics, Elsevier, vol. 63(2), pages 613-630, March.
    32. Jeff Grogger & Michael Willis, 2000. "The Emergence Of Crack Cocaine And The Rise In Urban Crime Rates," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 519-529, November.
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