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Labor Market Effects of Urban Riots: an Experimental Assessment

Author

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  • Emmanuel DUGUET

    (Université Paris-Est Créteil, France)

  • David GRAY

    (University of Ottawa, ON, Canada)

  • Yannick L’HORTY

    (Université Paris-Est Marne la Vallée, France)

  • Loïc du PARQUET

    (Université du Maine, France)

  • Pascale PETIT

    (Université Paris-Est Marne la Vallée, France)

Abstract

We propose to measure the effects of urban riots on the labour market prospects of workers residing in affected areas through the channel of labour market discrimination based on locality. We investigate the case of the French riots of 2007, which were very geographically concentrated. The town of Villiers-le-Bel is selected as the treatment unit because it received a uniquely high degree of unfavourable exposure in the media. Two other towns serve control groups: i) Sarcelles, which is contiguous to Villiers-le-Bel, has a similar socio-economic-demographic profile, and did experience some rioting activity, and ii) Enghien-les-Bains, which is considered to be economically advantaged and did not experience rioting activity. Using the technique of correspondence testing, we are able to discern disparities in call-back rates for fictitious candidates who respond to actual job postings over four dimensions: gender, ethnic origin, locality of residence (advantaged vs. disadvantaged), and the degree of media exposure during the riots. We propose a new empirical approach to measure discrimination across several dimensions that integrates a set of relevant parameters into one unified system of equations with a compact and tidy structure. We decomposed the probability of receiving a callback for any candidate of given characteristics as a function of several parameters that are evaluated through difference-in-differences estimators. We find statistically significant negative effects of a pure media exposure effect. All other factors held constant, people residing in the area which received negative publicity were 3.2 percentage points less likely to receive a callback. The group of workers who tend to be the most associated with the riots, i.e. men of North African origin (at least in terms of perceptions), are the least affected by potential discrimination by region of residence, while women of French origin are the most affected.

Suggested Citation

  • Emmanuel DUGUET & David GRAY & Yannick L’HORTY & Loïc du PARQUET & Pascale PETIT, 2017. "Labor Market Effects of Urban Riots: an Experimental Assessment," Working Papers 1711E, University of Ottawa, Department of Economics.
  • Handle: RePEc:ott:wpaper:1711e
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    1. Gautier, Pieter A. & Zenou, Yves, 2010. "Car ownership and the labor market of ethnic minorities," Journal of Urban Economics, Elsevier, vol. 67(3), pages 392-403, May.
    2. Hellerstein, Judith K. & Kutzbach, Mark J. & Neumark, David, 2014. "Do labor market networks have an important spatial dimension?," Journal of Urban Economics, Elsevier, vol. 79(C), pages 39-58.
    3. Détang-Dessendre, Cécile & Gaigné, Carl, 2009. "Unemployment duration, city size, and the tightness of the labor market," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 266-276, May.
    4. David Neumark & Roy J. Bank & Kyle D. Van Nort, 1996. "Sex Discrimination in Restaurant Hiring: An Audit Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 915-941.
    5. Mathieu Bunel & Yannick L'Horty & Pascale Petit, 2016. "Discrimination based on place of residence and access to employment," Post-Print halshs-01116874, HAL.
    6. Zenou, Yves, 2002. "How do firms redline workers?," Journal of Urban Economics, Elsevier, vol. 52(3), pages 391-408, November.
    7. Abel Brodeur, 2018. "The Effect of Terrorism on Employment and Consumer Sentiment: Evidence from Successful and Failed Terror Attacks," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 246-282, October.
    8. Mathieu Bunel & Yannick L’Horty & Pascale Petit, 2016. "Discrimination based on place of residence and access to employment," Urban Studies, Urban Studies Journal Limited, vol. 53(2), pages 267-286, February.
    9. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    10. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318, Elsevier.
    11. P. A. Riach & J. Rich, 2002. "Field Experiments of Discrimination in the Market Place," Economic Journal, Royal Economic Society, vol. 112(483), pages 480-518, November.
    12. Timothy Besley & Hannes Mueller, 2012. "Estimating the Peace Dividend: The Impact of Violence on House Prices in Northern Ireland," American Economic Review, American Economic Association, vol. 102(2), pages 810-833, April.
    13. Emmanuel Duguet & Noam Leandri & Yannick L'horty & Pascale Petit, 2010. "Are Young French Jobseekers of Ethnic Immigrant Origin Discriminated Against? A Controlled Experiment in the Paris Area," Annals of Economics and Statistics, GENES, issue 99-100, pages 187-215.
    14. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    15. Patacchini, Eleonora & Zenou, Yves, 2005. "Spatial mismatch, transport mode and search decisions in England," Journal of Urban Economics, Elsevier, vol. 58(1), pages 62-90, July.
    16. David Neumark, 2012. "Detecting Discrimination in Audit and Correspondence Studies," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 1128-1157.
    17. Arbel, Yuval & Ben-Shahar, Danny & Gabriel, Stuart & Tobol, Yossef, 2010. "The local cost of terror: Effects of the second Palestinian Intifada on Jerusalem house prices," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 415-426, November.
    18. Laurent Gobillon & Thierry Magnac & Harris Selod, 2011. "The effect of location on finding a job in the Paris region," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1079-1112, November.
    19. Abadie, Alberto & Dermisi, Sofia, 2008. "Is terrorism eroding agglomeration economies in Central Business Districts? Lessons from the office real estate market in downtown Chicago," Journal of Urban Economics, Elsevier, vol. 64(2), pages 451-463, September.
    20. Laurent Gobillon & Harris Selod & Yves Zenou, 2007. "The Mechanisms of Spatial Mismatch," Urban Studies, Urban Studies Journal Limited, vol. 44(12), pages 2401-2427, November.
    21. Pascale Petit & Florent Sari & Yannick L’Horty & Emmanuel Duguet & Loïc du Parquet, 2011. "Les effets du lieu de résidence sur l’accès à l’emploi : un test de discrimination auprès des jeunes qualifiés," Économie et Statistique, Programme National Persée, vol. 447(1), pages 71-95.
    22. Chamberlain, Gary, 1982. "Multivariate regression models for panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 5-46, January.
    23. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    24. Collins, William J. & Margo, Robert A., 2007. "The Economic Aftermath of the 1960s Riots in American Cities: Evidence from Property Values," The Journal of Economic History, Cambridge University Press, vol. 67(4), pages 849-883, December.
    25. Judith K. Hellerstein & David Neumark, 2011. "Employment in Black Urban Labor Markets: Problems and Solutions," NBER Working Papers 16986, National Bureau of Economic Research, Inc.
    26. Braakmann, Nils, 2012. "The effect of the 2011 London riots on crime, policing and unemployment," MPRA Paper 44883, University Library of Munich, Germany.
    27. Emmanuel Duguet & Loic Du Parquet & Yannick L'Horty & Pascale Petit, 2012. "New Evidence of Ethnic and Gender discriminations in the French Labor Market using experimental data: A ranking extension of correspondence testings," Working Papers halshs-00856235, HAL.
    28. Tunstall, Rebecca & Green, Anne & Lupton, Ruth & Watmough, Simon & Bates, Katie, 2014. "Does poor neighbourhood reputation create a neighbourhood effect on employment? The results of a field experiment in the UK," LSE Research Online Documents on Economics 55913, London School of Economics and Political Science, LSE Library.
    29. DiPasquale, Denise & Glaeser, Edward L., 1998. "The Los Angeles Riot and the Economics of Urban Unrest," Journal of Urban Economics, Elsevier, vol. 43(1), pages 52-78, January.
    30. Emmanuel Duguet & Loïc Du Parquet & Yannick L'horty & Pascale Petit, 2015. "New Evidence of Ethnic and Gender Discrimination in the French Labor Market Using Experimental Data : A Ranking Extension of Responses from Correspondence Tests," Annals of Economics and Statistics, GENES, issue 117-118, pages 21-39.
    31. François Fontaine, 2006. "Les réseaux de relations : quelles perspectives pour l'économie du marché du travail ?," Revue Française d'Économie, Programme National Persée, vol. 21(1), pages 127-172.
    32. Emmanuel Duguet & Antoine Goujard & Yannick L’Horty, 2008. "Les inégalités territoriales d'accès à l'emploi : une exploration à partir de sources administratives exhaustives," Économie et Statistique, Programme National Persée, vol. 415(1), pages 17-44.
    33. Victor A. Matheson & Robert A. Baade, 2004. "Race and Riots: A Note on the Economic Impact of the Rodney King Riots," Urban Studies, Urban Studies Journal Limited, vol. 41(13), pages 2691-2696, December.
    34. repec:adr:anecst:y:2010:i:99-100:p:09 is not listed on IDEAS
    35. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    36. Philip Oreopoulos, 2011. "Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Thirteen Thousand Resumes," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 148-171, November.
    37. Frédéric GASCHET (IERSO, IFReDE-GRES) & Nathalie GAUSSIER (IERSO, IFReDE-GRES), 2004. "Urban segregation and labour markets within the Bordeaux metropolitan area: an investigation of the spatial friction," Cahiers du GRES (2002-2009) 2004-19, Groupement de Recherches Economiques et Sociales.
    38. Rebecca Tunstall & Anne Green & Ruth Lupton & Simon Watmough & Katie Bates, 2014. "Does Poor Neighbourhood Reputation Create a Neighbourhood Effect on Employment? The Results of a Field Experiment in the UK," Urban Studies, Urban Studies Journal Limited, vol. 51(4), pages 763-780, March.
    39. Pascale Petit & Emmanuel Duguet & Yannick L’Horty & Loïc du Parquet & Florent Sari, 2013. "Discrimination à l'embauche : les effets du genre et de l'origine se cumulent-ils systématiquement ?," Économie et Statistique, Programme National Persée, vol. 464(1), pages 141-153.
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    Cited by:

    1. Emmanuel Duguet & Rémi Le Gall & Yannick L’Horty & Pascale Petit, 2018. "How does labour market history influence the access to hiring interviews?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 39(4), pages 519-533, July.
    2. Emmanuel Duguet & Loïc du Parquet & Pascale Petit, 2017. "Hiring discrimination against women: distinguishing taste based discrimination from statistical discrimination," TEPP Working Paper 2017-11, TEPP.
    3. Sylvain Chareyron & Laetitia Challe & Yannick L’Horty & Pascale Petit, 2022. "Can subsidies paid directly to employers reduce residential discrimination in employment? An assessment based on serial field experiments," Urban Studies, Urban Studies Journal Limited, vol. 59(6), pages 1202-1218, May.
    4. Schaerer, Michael & du Plessis, Christilene & Nguyen, My Hoang Bao & van Aert, Robbie C.M. & Tiokhin, Leo & Lakens, Daniël & Giulia Clemente, Elena & Pfeiffer, Thomas & Dreber, Anna & Johannesson, Mag, 2023. "On the trajectory of discrimination: A meta-analysis and forecasting survey capturing 44 years of field experiments on gender and hiring decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 179(C).

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    More about this item

    Keywords

    Labour market discrimination; Call-back rates; Discrimination; Urban riots;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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