IDEAS home Printed from https://ideas.repec.org/p/ags/iaae12/126858.html
   My bibliography  Save this paper

On Estimating The Effects of Legalization: Do Agricultural Workers Really Benefit?

Author

Listed:
  • Sampaio, Breno Ramos
  • Sampaio, Gustavo Ramos
  • Sampaio, Yony

Abstract

The question of whether legalization affects the economic returns of immigrants has been the focus of many empirical studies in the past two decades. Their results have consistently shown that there exists significant wage differences between legal and illegal workers. However, the validity of such findings have been questioned by many researchers, given the lack of good identification strategies to correctly account for omitted variables. In this article we move away from the methods previously used in the literature, which in most part rely on selection on observables, and propose to use recently developed techniques designed specifically to address the issue of selection into treatment based (in some degree) on unobservable variables. Our results highlight that measuring such effects is much more difficult, from an econometrics standpoint, than what previous analysis claim and suggest that lower skill levels and not discrimination explain differences in economic outcomes of immigrants.

Suggested Citation

  • Sampaio, Breno Ramos & Sampaio, Gustavo Ramos & Sampaio, Yony, 2012. "On Estimating The Effects of Legalization: Do Agricultural Workers Really Benefit?," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126858, International Association of Agricultural Economists.
  • Handle: RePEc:ags:iaae12:126858
    DOI: 10.22004/ag.econ.126858
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/126858/files/Sampaio.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.126858?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Amy M. G. Kandilov & Ivan T. Kandilov, 2010. "The Effect of Legalization on Wages and Health Insurance: Evidence from the National Agricultural Workers Survey," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(4), pages 604-623.
    2. Neeraj Kaushal, 2006. "Amnesty Programs and the Labor Market Outcomes of Undocumented Workers," Journal of Human Resources, University of Wisconsin Press, vol. 41(3).
    3. Roger Klein & Francis Vella, 2009. "A semiparametric model for binary response and continuous outcomes under index heteroscedasticity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 735-762.
    4. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    5. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    6. Sherrie A. Kossoudji & Deborah A. Cobb-Clark, 2002. "Coming out of the Shadows: Learning about Legal Status and Wages from the Legalized Population," Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 598-628, July.
    7. Lofstrom, Magnus & Hill, Laura E. & Hayes, Joseph, 2010. "Did Employer Sanctions Lose Their Bite? Labor Market Effects of Immigrant Legalization," IZA Discussion Papers 4972, Institute of Labor Economics (IZA).
    8. Millimet, Daniel L. & Tchernis, Rusty, 2008. "Minimizing Bias in Selection on Observables Estimators When Unconfoundness Fails," IZA Discussion Papers 3632, Institute for the Study of Labor (IZA).
    9. Francisco L. Rivera-Batiz, 1999. "Undocumented workers in the labor market: An analysis of the earnings of legal and illegal Mexican immigrants in the United States," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(1), pages 91-116.
    10. Pena Anita Alves, 2010. "Legalization and Immigrants in U.S. Agriculture," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-24, February.
    11. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    12. Lien H. Tran & Jeffrey M. Perloff, 2002. "Turnover in U.S. Agricultural Labor Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 427-437.
    Full references (including those not matched with items on IDEAS)

    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. Lofstrom, Magnus & Hill, Laura E. & Hayes, Joseph, 2010. "Did Employer Sanctions Lose Their Bite? Labor Market Effects of Immigrant Legalization," IZA Discussion Papers 4972, Institute of Labor Economics (IZA).
    2. Pia M. Orrenius & Madeline Zavodny, 2015. "The Impact of Temporary Protected Status on Immigrants' Labor Market Outcomes," American Economic Review, American Economic Association, vol. 105(5), pages 576-580, May.
    3. Fabio Méndez & Facundo Sepúlveda & Nieves Valdés, 2016. "Legalization and human capital accumulation," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 721-756, July.
    4. Jiabin Wu, 2021. "Matching markets and cultural selection," Review of Economic Design, Springer;Society for Economic Design, vol. 25(4), pages 267-288, December.
    5. Christian Schluter & Jackline Wahba, 2012. "Abstract: Illegal Migration, Wages, and Remittances: Semi-Parametric Estimation of Illegality Effects," Norface Discussion Paper Series 2012037, Norface Research Programme on Migration, Department of Economics, University College London.
    6. Catalina Amuedo-Dorantes & Cynthia Bansak, 2011. "The Impact of Amnesty on Labor Market Outcomes: A Panel Study Using the Legalized Population Survey," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(3), pages 443-471, July.
    7. Pena Anita Alves, 2010. "Legalization and Immigrants in U.S. Agriculture," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-24, February.
    8. Francesco Fasani, 2015. "Understanding the Role of Immigrants’ Legal Status: Evidence from Policy Experiments," CESifo Economic Studies, CESifo Group, vol. 61(3-4), pages 722-763.
    9. Grace Melo & Gregory Colson & Octavio A. Ramirez, 2014. "Hispanic American Opinions toward Immigration and Immigration Policy Reform Proposals," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 36(4), pages 604-622.
    10. Pope, Nolan G., 2016. "The Effects of DACAmentation: The Impact of Deferred Action for Childhood Arrivals on Unauthorized Immigrants," Journal of Public Economics, Elsevier, vol. 143(C), pages 98-114.
    11. Banerjee, Soumendra Nath & Roy, Jayjit & Yasar, Mahmut, 2021. "Exporting and pollution abatement expenditure: Evidence from firm-level data," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    12. Wahba, Jackline & Schluter, Christian, 2009. "Illegal migration, wages and remittances- semi-parametric estimation of illegality effects," Discussion Paper Series In Economics And Econometrics 913, Economics Division, School of Social Sciences, University of Southampton.
    13. Berg Claudia & Emran Shahe & Shilpi Forhad, 2020. "Microfinance and Moneylenders: Long-run Effects of MFIs on Informal Credit Market in Bangladesh," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(3), pages 1-35, July.
    14. Borjas, George J. & Cassidy, Hugh, 2019. "The wage penalty to undocumented immigration," Labour Economics, Elsevier, vol. 61(C).
    15. Wahba, Jackline & Schluter, Christian, 2009. "Illegal migration, wages and remittances- semi-parametric estimation of illegality effects," Discussion Paper Series In Economics And Econometrics 0913, Economics Division, School of Social Sciences, University of Southampton.
    16. Carlo Devillanova & Francesco Fasani & Tommaso Frattini, 2014. "Employment of Undocumented Immigrants and the Prospect of Legal Status: Evidence from an Amnesty Program," RF Berlin - CReAM Discussion Paper Series 1415, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    17. Daniel L. Millimet & Rusty Tchernis, 2013. "Estimation Of Treatment Effects Without An Exclusion Restriction: With An Application To The Analysis Of The School Breakfast Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(6), pages 982-1017, September.
    18. Pia Orrenius & Madeline Zavodny & Emily Kerr, 2012. "Chinese Immigrants in the U.S. Labor Market: Effects of Post-Tiananmen Immigration Policy," International Migration Review, Wiley Blackwell, vol. 46(2), pages 456-482, June.
    19. Francesco Fasani, 2015. "Understanding the Role of Immigrants’ Legal Status: Evidence from Policy Experiments," CESifo Economic Studies, CESifo, vol. 61(3-4), pages 722-763.
    20. J. David Brown & Julie L. Hotchkiss & Myriam Quispe-Agnoli, 2013. "Does Employing Undocumented Workers Give Firms A Competitive Advantage?," Journal of Regional Science, Wiley Blackwell, vol. 53(1), pages 158-170, February.

    More about this item

    Keywords

    Labor and Human Capital;

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ags:iaae12:126858. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/iaaeeea.html .

    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.