Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias
This study aims to estimate the effect of perceived risk of crime on the social trust probability for Italian men and women, accounting for both observed and unobserved confounding. We use microdata collected by the Italian National Statistical Office for the year 2010 during a multi-scope survey of Italian households. The relationship under investigation is estimated after controlling for observed confounding by using a propensity score weighting approach. To control for both observed and unobserved confounding (better known as endogeneity), a semiparametric recursive bivariate probit approach is ultimately employed instead. Our findings show that the perceived risk of crime has a significant negative effect on the social trust probability regardless of gender and that endogeneity seems to be present for both genders. The paper represents the first such application in which the effect of interest is estimated accounting for the presence of endogeneity. Copyright Springer Science+Business Media Dordrecht 2013
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Volume (Year): 114 (2013)
Issue (Month): 2 (November)
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- Gustavsson, Magnus & Jordahl, Henrik, 2008.
"Inequality and trust in Sweden: Some inequalities are more harmful than others,"
Journal of Public Economics,
Elsevier, vol. 92(1-2), pages 348-365, February.
- Gustavsson, Magnus & Jordahl, Henrik, 2006. "Inequality and Trust in Sweden: Some Inequalities are More Harmful than Others," Working Paper Series 673, Research Institute of Industrial Economics.
- Gustavsson, Magnus & Jordahl, Henrik, 2006. "Inequality and Trust in Sweden: Some Inequalities are More Harmful than Others," Ratio Working Papers 106, The Ratio Institute.
- Zak, Paul J & Knack, Stephen, 2001. "Trust and Growth," Economic Journal, Royal Economic Society, vol. 111(470), pages 295-321, April.
- John F. Helliwell & Robert D. Putnam, 1995. "Economic Growth and Social Capital in Italy," Eastern Economic Journal, Eastern Economic Association, vol. 21(3), pages 295-307, Summer.
- S. Vansteelandt & E. Goetghebeur, 2003. "Causal inference with generalized structural mean models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(4), pages 817-835.
- Stuart McIntyre & Donald Lacombe, 2012. "Personal Indebtedness, Spatial Effects and Crime," Working Papers 1209, University of Strathclyde Business School, Department of Economics.
- McIntyre, Stuart G. & Lacombe, Donald J., 2012. "Personal Indebtedness, Spatial Effects and Crime," SIRE Discussion Papers 2012-83, Scottish Institute for Research in Economics (SIRE).
- McIntyre, Stuart G. & Lacombe, Donald J., 2013. "Personal Indebtedness, Spatial Effects and Crime," SIRE Discussion Papers 2013-03, Scottish Institute for Research in Economics (SIRE).
- Dearmon, Jacob & Grier, Robin, 2011. "Trust and the accumulation of physical and human capital," European Journal of Political Economy, Elsevier, vol. 27(3), pages 507-519, September.
- 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.
- Gary S. Becker, 1968. "Crime and Punishment: An Economic Approach," Journal of Political Economy, University of Chicago Press, vol. 76, pages 169-169.
- Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, Oxford University Press, vol. 112(4), pages 1251-1288.
- Murphy, Anthony, 2007. "Score tests of normality in bivariate probit models," Economics Letters, Elsevier, vol. 95(3), pages 374-379, June.
- Anthony Murphy, 2005. "Score Tests of Normality in Bivariate Probit Models," Econometrics 0512004, EconWPA.
- Little, Roderick J A, 1985. "A Note about Models for Selectivity Bias," Econometrica, Econometric Society, vol. 53(6), pages 1469-1474, November.
- Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, 07.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," NBER Technical Working Papers 0251, National Bureau of Economic Research, Inc.
- Guido Imbens, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometric Society World Congress 2000 Contributed Papers 1166, Econometric Society.
- Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, July.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, July.
- Alesina, Alberto & La Ferrara, Eliana, 2002. "Who trusts others?," Journal of Public Economics, Elsevier, vol. 85(2), pages 207-234, August.
- Alesina, Alberto F & La Ferrara, Eliana, 2000. "Who Trusts Others?," CEPR Discussion Papers 2646, C.E.P.R. Discussion Papers.
- Giampiero Marra & David L. Miller & Luca Zanin, 2012. "Modelling the spatiotemporal distribution of the incidence of resident foreign population," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 66(2), pages 133-160, 05.
- Chiara Monfardini & Rosalba Radice, 2008. "Testing Exogeneity in the Bivariate Probit Model: A Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 271-282, 04.
- Alex Michalos & Bruno Zumbo, 2000. "Criminal Victimization and the Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 50(3), pages 245-295, June.
- repec:ags:aaea07:418 is not listed on IDEAS
- Ben Vollaard, 2013. "Preventing crime through selective incapacitation," Economic Journal, Royal Economic Society, vol. 123(567), pages 262-284, 03.
- Vollaard, B.A., 2010. "Preventing Crime through Selective Incapacitation," Discussion Paper 2010-141, Tilburg University, Center for Economic Research.
- Amemiya, Takeshi, 1974. "The nonlinear two-stage least-squares estimator," Journal of Econometrics, Elsevier, vol. 2(2), pages 105-110, July.
- Lars Torpe & Henrik Lolle, 2011. "Identifying Social Trust in Cross-Country Analysis: Do We Really Measure the Same?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 103(3), pages 481-500, September.
- Kosuke Imai & Gary King & Elizabeth A. Stuart, 2008. "Misunderstandings between experimentalists and observationalists about causal inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(2), pages 481-502.
- Lee, Lung-Fei, 1984. "Tests for the Bivariate Normal Distribution in Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 52(4), pages 843-863, July.
- Claudio Detotto & Marco Vannini, 2010. "Counting the cost of crime in Italy," Global Crime, Taylor & Francis Journals, vol. 11(4), pages 421-435, November.
- C. Detotto & M. Vannini, 2010. "Counting the cost of crime in Italy," Working Paper CRENoS 201013, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- Luca Zanin, 2013. "Detecting Unobserved Heterogeneity in the Relationship Between Subjective Well-Being and Satisfaction in Various Domains of Life Using the REBUS-PLS Path Modelling Approach: A Case Study," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(1), pages 281-304, January.
- Zhong Zhao, 2004. "Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics, and Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 91-107, February.
- McIntyre, Stuart G. & Lacombe, Donald J., 2012. "Personal indebtedness, spatial effects and crime," Economics Letters, Elsevier, vol. 117(2), pages 455-459.
- Giampiero Marra & Simon N. Wood, 2012. "Coverage Properties of Confidence Intervals for Generalized Additive Model Components," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 39(1), pages 53-74, 03. Full references (including those not matched with items on IDEAS)
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