IDEAS home Printed from https://ideas.repec.org/p/upf/upfgen/714.html
   My bibliography  Save this paper

Nonparametric bounds on the returns to language skills

Author

Abstract

This paper applies the theoretical literature on nonparametric bounds on treatment effects to the estimation of how limited English proficiency (LEP) affects wages and employment opportunities for Hispanic workers in the United States. I analyze the identifying power of several weak assumptions on treatment response and selection, and stress the interactions between LEP and education, occupation and immigration status. I show that the combination of two weak but credible assumptions provides informative upper bounds on the returns to language skills for certain subgroups of the population. Adding age at arrival as a monotone instrumental variable also provides informative lower bounds.

Suggested Citation

  • Libertad González, 2003. "Nonparametric bounds on the returns to language skills," Economics Working Papers 714, Department of Economics and Business, Universitat Pompeu Fabra.
    • Handle: RePEc:upf:upfgen:714
    as

    Download full text from publisher

    File URL: https://econ-papers.upf.edu/papers/714.pdf
    File Function: Whole Paper
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. McManus, Walter S, 1985. "Labor Market Costs of Language Disparity: An Interpretation of Hispanic Earnings Differences," American Economic Review, American Economic Association, vol. 75(4), pages 818-827, September.
    2. Charles F. Manski, 1997. "Monotone Treatment Response," Econometrica, Econometric Society, vol. 65(6), pages 1311-1334, November.
    3. Manski, Charles F., 1992. "Identification Problems In The Social Sciences," SSRI Workshop Series 292716, University of Wisconsin-Madison, Social Systems Research Institute.
    4. Chiswick, Barry R & Miller, Paul W, 1995. "The Endogeneity between Language and Earnings: International Analyses," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 246-288, April.
    5. Geoffrey Carliner, 1996. "The Wages and Language Skills of U.S. Immigrants," NBER Working Papers 5763, National Bureau of Economic Research, Inc.
    6. Hoyt Bleakley & Aimee Chin, 2004. "Language Skills and Earnings: Evidence from Childhood Immigrants," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 481-496, May.
    7. John V. Pepper, 2000. "The Intergenerational Transmission Of Welfare Receipt: A Nonparametric Bounds Analysis," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 472-488, August.
    8. Berman, Eli & Lang, Kevin & Siniver, Erez, 2003. "Language-skill complementarity: returns to immigrant language acquisition," Labour Economics, Elsevier, vol. 10(3), pages 265-290, June.
    9. Christian Dustmann & Arthur van Soest, 2001. "Language Fluency And Earnings: Estimation With Misclassified Language Indicators," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 663-674, November.
    10. McManus, Walter & Gould, William & Welch, Finis, 1983. "Earnings of Hispanic Men: The Role of English Language Proficiency," Journal of Labor Economics, University of Chicago Press, vol. 1(2), pages 101-130, April.
    11. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-579, November.
    12. Geoffrey Carliner, 1995. "The Language Ability of U.S. Immigrants: Assimilation and Cohort Effects," NBER Working Papers 5222, National Bureau of Economic Research, Inc.
    13. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, vol. 80(2), pages 319-323, May.
    14. Charles F. Manski & John V. Pepper, 2000. "Monotone Instrumental Variables, with an Application to the Returns to Schooling," Econometrica, Econometric Society, vol. 68(4), pages 997-1012, July.
    15. Manski, C.F. & Nagin, D.S., 1995. "Bounding Disagreements About Treatment Effects: A Case Study of Sentencing and Recidivism," Working papers 9526, Wisconsin Madison - Social Systems.
    16. Kossoudji, Sherrie A, 1988. "English Language Ability and the Labor Market Opportunities of Hispanic and East Asian Immigrant Men," Journal of Labor Economics, University of Chicago Press, vol. 6(2), pages 205-228, April.
    17. Manski, C.F. & Sandefur, G.D. & Mclanahan, S. & Powers, D., 1990. "Alternative Estimates Of The Effect Of Family Stucture During Adolescence On Hight School Graduation," Working papers 90-31, Wisconsin Madison - Social Systems.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ho, Kate & Rosen, Adam M., 2015. "Partial Identification in Applied Research: Benefits and Challenges," CEPR Discussion Papers 10883, C.E.P.R. Discussion Papers.
    2. Fenoll, Ainoa Aparicio & Kuehn, Zoë, 2019. "Immigrants move where their skills are scarce: Evidence from English proficiency," Labour Economics, Elsevier, vol. 61(C).
    3. Vikesh Amin & Jere R. Behrman & Jason M. Fletcher & Carlos A. Flores & Alfonso Flores-Lagunes & Hans-Peter Kohler, 2022. "Does Schooling Improve Cognitive Abilities at Older Ages: Causal Evidence from Nonparametric Bounds," PIER Working Paper Archive 22-016, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    4. Victor Chernozhukov & Sokbae Lee & Adam M. Rosen, 2013. "Intersection Bounds: Estimation and Inference," Econometrica, Econometric Society, vol. 81(2), pages 667-737, March.
    5. Antonio Di Paolo & Josep Lluís Raymond, 2012. "Language Knowledge and Earnings in Catalonia," Journal of Applied Economics, Taylor & Francis Journals, vol. 15(1), pages 89-118, May.
    6. Germinario, Giuseppe & Amin, Vikesh & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2022. "What can we learn about the effect of mental health on labor market outcomes under weak assumptions? Evidence from the NLSY79," Labour Economics, Elsevier, vol. 79(C).
    7. Ity Shurtz & Alon Eizenberg & Adi Alkalay & Amnon Lahad, 2022. "Physician workload and treatment choice: the case of primary care," RAND Journal of Economics, RAND Corporation, vol. 53(4), pages 763-791, December.
    8. Lafférs, Lukáš, 2013. "A note on bounding average treatment effects," Economics Letters, Elsevier, vol. 120(3), pages 424-428.
    9. Tsunao Okumura & Emiko Usui, 2014. "Concave‐monotone treatment response and monotone treatment selection: With an application to the returns to schooling," Quantitative Economics, Econometric Society, vol. 5, pages 175-194, March.
    10. Sajons, Christoph, 2019. "Birthright citizenship and parental labor market integration," Labour Economics, Elsevier, vol. 57(C), pages 1-22.
    11. Jeremiah Richey, 2016. "An Odd Couple: Monotone Instrumental Variables and Binary Treatments," Econometric Reviews, Taylor & Francis Journals, vol. 35(6), pages 1099-1110, June.
    12. Michael Gerfin & Martin Schellhorn, 2006. "Nonparametric bounds on the effect of deductibles in health care insurance on doctor visits – Swiss evidence," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 1011-1020, September.
    13. Stefan Boes, 2009. "Bounds on Counterfactual Distributions Under Semi-Monotonicity Constraints," SOI - Working Papers 0920, Socioeconomic Institute - University of Zurich.
    14. Rhoads Christopher H., 2012. "Problems with Tests of the Missingness Mechanism in Quantitative Policy Studies," Statistics, Politics and Policy, De Gruyter, vol. 3(1), pages 1-25, March.
    15. Victor Ginsburgh & Juan Prieto-Rodriguez, 2013. "Is there a Gender Bias in the Use of Foreign Languages in Europe?," Kyklos, Wiley Blackwell, vol. 66(4), pages 552-566, November.
    16. Bando, Rosangela & Li, Xia, 2014. "The Effect of In-Service Teacher Training on Student Learning of English as a Second Language," IDB Publications (Working Papers) 6596, Inter-American Development Bank.
    17. Rosangela Bando & Xia Li, 2014. "The Effect of In-Service Teacher Training on Student Learning of English as a Second Language," IDB Publications (Working Papers) 86173, Inter-American Development Bank.
    18. Siwach, Garima, 2017. "Criminal background checks and recidivism: Bounding the causal impact," International Review of Law and Economics, Elsevier, vol. 52(C), pages 74-85.
    19. Xu, Chen & Liu, Xiao, 2023. "The economic value of language in China: How important is Mandarin proficiency in the Chinese labor market? A bounding approach," Labour Economics, Elsevier, vol. 84(C).
    20. Aoki, Yu & Santiago, Lualhati, 2018. "Deprivation, Segregation, and Socioeconomic Class of UK Immigrants: Does English Proficiency Matter?," IZA Discussion Papers 11368, Institute of Labor Economics (IZA).
    21. Deockhyun Ryu & Changhui Kang, 2013. "Do Private Tutoring Expenditures Raise Academic Performance? Evidence from Middle School Students in South Korea," Asian Economic Journal, East Asian Economic Association, vol. 27(1), pages 59-83, March.
    22. Aizawa, T.;, 2019. "Reviewing the Existing Evidence of the Conditional Cash Transfer in India through the Partial Identification Approach," Health, Econometrics and Data Group (HEDG) Working Papers 19/24, HEDG, c/o Department of Economics, University of York.

    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. Lang Kevin & Siniver Erez, 2009. "The Return to English in a Non-English Speaking Country: Russian Immigrants and Native Israelis in Israel," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-30, November.
    2. Aldashev, Alisher & Gernandt, Johannes & Thomsen, Stephan L., 2009. "Language usage, participation, employment and earnings: Evidence for foreigners in West Germany with multiple sources of selection," Labour Economics, Elsevier, vol. 16(3), pages 330-341, June.
    3. Åslund, Olof & Engdahl, Mattias, 2018. "The value of earning for learning: Performance bonuses in immigrant language training," Economics of Education Review, Elsevier, vol. 62(C), pages 192-204.
    4. Sorrenti, Giuseppe, 2017. "The Spanish or the German apartment? Study abroad and the acquisition of permanent skills," Economics of Education Review, Elsevier, vol. 60(C), pages 142-158.
    5. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    6. Gil S. Epstein & Erez Siniver, 2012. "Can an ethnic group climb up from the bottom of the ladder?," Economics Bulletin, AccessEcon, vol. 32(3), pages 2414-2441.
    7. Berman, Eli & Lang, Kevin & Siniver, Erez, 2003. "Language-skill complementarity: returns to immigrant language acquisition," Labour Economics, Elsevier, vol. 10(3), pages 265-290, June.
    8. Arbel, Yuval & Tobol, Yossef & Siniver, Erez, 2012. "Social Involvement and Level of Household Income among Immigrants: New Evidence from the Israeli Experience," IZA Discussion Papers 6416, Institute of Labor Economics (IZA).
    9. Xu, Chen & Liu, Xiao, 2023. "The economic value of language in China: How important is Mandarin proficiency in the Chinese labor market? A bounding approach," Labour Economics, Elsevier, vol. 84(C).
    10. Gao, Wenshu & Smyth, Russell, 2011. "Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market," Economics of Education Review, Elsevier, vol. 30(2), pages 342-352, April.
    11. Lennart Delander & Mats Hammarstedt & Jonas MÃ…nsson & Erik Nyberg, 2005. "Integration of Immigrants," Evaluation Review, , vol. 29(1), pages 24-41, February.
    12. Chiswick, Barry R. & Miller, Paul W., 2014. "International Migration and the Economics of Language," IZA Discussion Papers 7880, Institute of Labor Economics (IZA).
    13. Antonio Di Paolo & Josep Lluís Raymond, 2012. "Language Knowledge and Earnings in Catalonia," Journal of Applied Economics, Taylor & Francis Journals, vol. 15(1), pages 89-118, May.
    14. Chen, Zhao & Lu, Ming & Xu, Le, 2014. "Returns to dialect," China Economic Review, Elsevier, vol. 30(C), pages 27-43.
    15. LUIS LOCAY & TRACY L. REGAN & ARTHUR M. DIAMOND Jr, 2013. "The Effects Of Spanish-Language Background On Completed Schooling And Aptitude Test Scores," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 527-562, January.
    16. Ingo Isphording & Mathias Sinning, 2012. "The Returns to Language Skills in the US Labor Market," RF Berlin - CReAM Discussion Paper Series 1236, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    17. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2016. "Language and consumption," China Economic Review, Elsevier, vol. 40(C), pages 135-151.
    18. Charles F. Manski, 1999. "Statistical Treatment Rules for Heterogeneous Populations: With Application to Randomized Experiments," NBER Technical Working Papers 0242, National Bureau of Economic Research, Inc.
    19. WILLIAMS Donald R., 2006. "The Economic Returns to Multiple Language Usage in Western Europe," IRISS Working Paper Series 2006-07, IRISS at CEPS/INSTEAD.
    20. Charles F. Manski & John Newman & John V. Pepper, "undated". "Using Performance Standards to Evaluate Social Programs with Incomplete Outcome Data: General Issues and Application to a Higher Education Block Grant Program," IPR working papers 00-1, Institute for Policy Resarch at Northwestern University.

    More about this item

    Keywords

    Nonparametric bounds; language skills; Hispanic workers; labor market outcomes;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:upf:upfgen:714. 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: the person in charge (email available below). General contact details of provider: http://www.econ.upf.edu/ .

    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.