IDEAS home Printed from https://ideas.repec.org/a/spr/jlabre/v43y2022i1d10.1007_s12122-021-09326-7.html
   My bibliography  Save this article

Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test

Author

Listed:
  • Seonho Shin

    (Goethe University Frankfurt
    Sejong National Research Complex)

Abstract

This study evaluates the treatment effect of the Matching Grant Program in the United States, a resettlement assistance program for officially admitted refugees with the aim of helping them gain early employment. The matching estimates of this study suggest that the program significantly increased the employment probability of its participants by 12 to 13 percentage points. Heterogeneity analyses show that the effect of the program is higher for specific sub-groups, such as younger refugees (under age 35), those with mid or high English proficiency, and Asian and European refugees. A variety of robustness checks as well as weighting estimates lend support to the main finding of this study.

Suggested Citation

  • Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    • Handle: RePEc:spr:jlabre:v:43:y:2022:i:1:d:10.1007_s12122-021-09326-7
    DOI: 10.1007/s12122-021-09326-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12122-021-09326-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s12122-021-09326-7?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Rosholm, Michael & Vejlin, Rune, 2010. "Reducing income transfers to refugee immigrants: Does start-help help you start?," Labour Economics, Elsevier, vol. 17(1), pages 258-275, January.
    2. George J Borjas & Ilpo Kauppinen & Panu Poutvaara, 2019. "Self-selection of Emigrants: Theory and Evidence on Stochastic Dominance in Observable and Unobservable Characteristics," The Economic Journal, Royal Economic Society, vol. 129(617), pages 143-171.
    3. Chunbei Wang & Le Wang, 2011. "Language Skills and the Earnings Distribution Among Child Immigrants," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(2), pages 297-322, April.
    4. Irene Ferrari, 2020. "The nativity wealth gap in Europe: a matching approach," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 33-77, January.
    5. Jesúús Fernández-Huertas Moraga, 2011. "New Evidence on Emigrant Selection," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 72-96, February.
    6. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    7. George J. Borjas, 2021. "The Economic Benefits from Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 13, pages 411-430, World Scientific Publishing Co. Pte. Ltd..
    8. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    9. Martin Huber, 2014. "Identifying Causal Mechanisms (Primarily) Based On Inverse Probability Weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 920-943, September.
    10. Christian Dustmann & Kristine Vasiljeva & Anna Piil Damm, 2019. "Refugee Migration and Electoral Outcomes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 2035-2091.
    11. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
    12. Kluve, Jochen, 2010. "The effectiveness of European active labor market programs," Labour Economics, Elsevier, vol. 17(6), pages 904-918, December.
    13. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    14. Lochmann, Alexia & Rapoport, Hillel & Speciale, Biagio, 2019. "The effect of language training on immigrants’ economic integration: Empirical evidence from France," European Economic Review, Elsevier, vol. 113(C), pages 265-296.
    15. Sarit Cohen-Goldner & Zvi Eckstein, 2008. "Labor Mobility Of Immigrants: Training, Experience, Language, And Opportunities," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(3), pages 837-872, August.
    16. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    17. Michael Lechner & Anthony Strittmatter, 2019. "Practical procedures to deal with common support problems in matching estimation," Econometric Reviews, Taylor & Francis Journals, vol. 38(2), pages 193-207, February.
    18. Courtney Brell & Christian Dustmann & Ian Preston, 2020. "The Labor Market Integration of Refugee Migrants in High-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 94-121, Winter.
    19. Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
    20. Damm, Anna Piil, 2014. "Neighborhood quality and labor market outcomes: Evidence from quasi-random neighborhood assignment of immigrants," Journal of Urban Economics, Elsevier, vol. 79(C), pages 139-166.
    21. Anna Damm, 2009. "Determinants of recent immigrants’ location choices: quasi-experimental evidence," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(1), pages 145-174, January.
    22. Christian Dustmann & Francesca Fabbri, 2003. "Language proficiency and labour market performance of immigrants in the UK," Economic Journal, Royal Economic Society, vol. 113(489), pages 695-717, July.
    23. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    24. Giovanni Peri, 2014. "Do immigrant workers depress the wages of native workers?," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-42, May.
    25. William N. Evans & Daniel Fitzgerald, 2017. "The Economic and Social Outcomes of Refugees in the United States: Evidence from the ACS," NBER Working Papers 23498, National Bureau of Economic Research, Inc.
    26. 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.
    27. Christian Dustmann & Francesco Fasani & Tommaso Frattini & Luigi Minale & Uta Schönberg, 2017. "On the economics and politics of refugee migration," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(91), pages 497-550.
    28. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2019. "A Theory of Statistical Inference for Matching Methods in Causal Research," Political Analysis, Cambridge University Press, vol. 27(1), pages 46-68, January.
    29. Camilla Hvidtfeldt & Marie Louise Schultz-Nielsen & Erdal Tekin & Mogens Fosgerau, 2018. "An estimate of the effect of waiting time in the Danish asylum system on post-resettlement employment among refugees: Separating the pure delay effect from the effects of the conditions under which re," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-14, November.
    30. Battisti, Michele & Giesing, Yvonne & Laurentsyeva, Nadzeya, 2019. "Can job search assistance improve the labour market integration of refugees? Evidence from a field experiment," Labour Economics, Elsevier, vol. 61(C).
    31. George J. Borjas, 1994. "The Economics of Immigration," Journal of Economic Literature, American Economic Association, vol. 32(4), pages 1667-1717, December.
    32. Jacob Nielsen Arendt & Henrik Lindegaard Andersen & Morten Saaby, 2020. "The Relationship between Active Labor Market Programs and Employability of the Long‐Term Unemployed," LABOUR, CEIS, vol. 34(2), pages 154-175, June.
    33. Pieter Bevelander, 2020. "Integrating refugees into labor markets," IZA World of Labor, Institute of Labor Economics (IZA), pages 269-269, September.
    34. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    35. 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.
    36. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    37. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    38. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    39. Pernilla Andersson Joona & Lena Nekby, 2012. "Intensive Coaching of New Immigrants: An Evaluation Based on Random Program Assignment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 114(2), pages 575-600, June.
    40. Daniel Friedlander & David H. Greenberg & Philip K. Robins, 1997. "Evaluating Government Training Programs for the Economically Disadvantaged," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 1809-1855, December.
    41. Jacob Nielsen Arendt, 2022. "Labor market effects of a work-first policy for refugees," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(1), pages 169-196, January.
    42. Klein, Roger W & Spady, Richard H, 1993. "An Efficient Semiparametric Estimator for Binary Response Models," Econometrica, Econometric Society, vol. 61(2), pages 387-421, March.
    43. Lisa Bagnoli & Antonio Estache, 2022. "Mentoring Migrants for Labor Market Integration: Policy Insights from a Survey of Mentoring Theory and Practice [A Marginal Cost Analysis of a Big Brothers Big Sisters of America Youth Mentoring Pr," The World Bank Research Observer, World Bank, vol. 37(1), pages 39-72.
    44. Dagnelie, Olivier & Mayda, Anna Maria & Maystadt, Jean-François, 2019. "The labor market integration of refugees in the United States: Do entrepreneurs in the network help?," European Economic Review, Elsevier, vol. 111(C), pages 257-272.
    45. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    46. Mask Joshua, 2020. "Consequences of immigrating during a recession: Evidence from the US Refugee Resettlement program," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-31, January.
    47. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    48. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
    49. Juan Jose Diaz & Sudhanshu Handa, 2006. "An Assessment of Propensity Score Matching as a Nonexperimental Impact Estimator: Evidence from Mexico’s PROGRESA Program," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    50. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    51. Marbach, Moritz & Hainmueller, Jens & Hangartner, Dominik, 2017. "The Long-Term Impact of Employment Bans on the Economic Integration of Refugees," Research Papers repec:ecl:stabus:3618, Stanford University, Graduate School of Business.
    52. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    53. LoPalo, Melissa, 2019. "The effects of cash assistance on refugee outcomes," Journal of Public Economics, Elsevier, vol. 170(C), pages 27-52.
    54. Mette Foged & Giovanni Peri, 2016. "Immigrants' Effect on Native Workers: New Analysis on Longitudinal Data," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 1-34, April.
    55. Wei Luo & Yeying Zhu, 2020. "Matching Using Sufficient Dimension Reduction for Causal Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(4), pages 888-900, October.
    56. Jochen Kluve & Christoph M. Schmidt, 2002. "Can training and employment subsidies combat European unemployment? [‘The non-parametric identification of treatment effects in duration models’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(35), pages 409-448.
    57. 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.
    58. Lee, Myoung-jae, 2005. "Micro-Econometrics for Policy, Program and Treatment Effects," OUP Catalogue, Oxford University Press, number 9780199267699.
    59. Sonja Senthanar & Ellen MacEachen & Stephanie Premji & Philip Bigelow, 2020. "“Can Someone Help Me?” Refugee Women’s Experiences of Using Settlement Agencies to Find Work in Canada," Journal of International Migration and Integration, Springer, vol. 21(1), pages 273-294, March.
    60. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    61. Eskil Heinesen & Leif Husted & Michael Rosholm, 2013. "The effects of active labour market policies for immigrants receiving social assistance in Denmark," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-22, December.
    62. Dan A. Black, 2015. "Matching as a regression estimator," IZA World of Labor, Institute of Labor Economics (IZA), pages 186-186, September.
    63. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    64. Jacob Nielsen Arendt & Iben Bolvig & Mette Foged & Linea Hasager & Giovanni Peri, 2020. "Language Training and Refugees' Integration," NBER Working Papers 26834, National Bureau of Economic Research, Inc.
    65. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    66. Bera, Anil K & Jarque, Carlos M & Lee, Lung-Fei, 1984. "Testing the Normality Assumption in Limited Dependent Variable Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(3), pages 563-578, October.
    67. Clausen, Jens & Heinesen, Eskil & Hummelgaard, Hans & Husted, Leif & Rosholm, Michael, 2009. "The effect of integration policies on the time until regular employment of newly arrived immigrants: Evidence from Denmark," Labour Economics, Elsevier, vol. 16(4), pages 409-417, August.
    68. Hoyt Bleakley & Aimee Chin, 2010. "Age at Arrival, English Proficiency, and Social Assimilation among US Immigrants," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 165-192, January.
    69. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    70. Seonho Shin, 2021. "Were they a shock or an opportunity?: The heterogeneous impacts of the 9/11 attacks on refugees as job seekers—a nonlinear multi-level approach," Empirical Economics, Springer, vol. 61(5), pages 2827-2864, November.
    71. Wang-Sheng Lee, 2013. "Propensity score matching and variations on the balancing test," Empirical Economics, Springer, vol. 44(1), pages 47-80, February.
    72. John DiNardo & Justin L. Tobias, 2001. "Nonparametric Density and Regression Estimation," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 11-28, Fall.
    73. Lori A. Beaman, 2012. "Social Networks and the Dynamics of Labour Market Outcomes: Evidence from Refugees Resettled in the U.S," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 128-161.
    74. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    75. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    76. Joseph Antonelli & Matthew Cefalu & Nathan Palmer & Denis Agniel, 2018. "Doubly robust matching estimators for high dimensional confounding adjustment," Biometrics, The International Biometric Society, vol. 74(4), pages 1171-1179, December.
    77. Rooth, Dan-Olof & Saarela, Jan, 2007. "Selection in migration and return migration: Evidence from micro data," Economics Letters, Elsevier, vol. 94(1), pages 90-95, January.
    78. Giovanni Cerulli, 2014. "treatrew: A user-written command for estimating average treatment effects by reweighting on the propensity score," Stata Journal, StataCorp LP, vol. 14(3), pages 541-561, September.
    79. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    80. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    81. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2014. "Unobservable, but Unimportant? The Influence of Personality Traits (and Other Usually Unobserved Variables) for the Evaluation of Labor Market Policies," IZA Discussion Papers 8337, Institute of Labor Economics (IZA).
    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. Seonho Shin, 2022. "To work or not? Wages or subsidies?: Copula-based evidence of subsidized refugees’ negative selection into employment," Empirical Economics, Springer, vol. 63(4), pages 2209-2252, October.

    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. Seonho Shin, 2022. "To work or not? Wages or subsidies?: Copula-based evidence of subsidized refugees’ negative selection into employment," Empirical Economics, Springer, vol. 63(4), pages 2209-2252, October.
    2. Jacob Nielsen Arendt & Christian Dustmann & Hyejin Ku, 2022. "Refugee migration and the labour market: lessons from 40 years of post-arrival policies in Denmark [‘The Dynamics of Return Migration, Human Capital Accumulation, and Wage Assimilation’]," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(3), pages 531-556.
    3. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2020. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany's programmes for long term unemployed," Labour Economics, Elsevier, vol. 65(C).
    4. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    5. Jacob Nielsen Arendt, 2022. "Labor market effects of a work-first policy for refugees," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(1), pages 169-196, January.
    6. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    7. Matti Sarvimäki, 2021. "Managing Refugee Protection Crises: Policy Lessons from Economics and Political Science," RF Berlin - CReAM Discussion Paper Series 2131, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    8. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    9. Hagen, Tobias, 2016. "Econometric evaluation of a placement coaching program for recipients of disability insurance benefits in Switzerland," Working Paper Series 10, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    10. Seonho Shin, 2021. "Were they a shock or an opportunity?: The heterogeneous impacts of the 9/11 attacks on refugees as job seekers—a nonlinear multi-level approach," Empirical Economics, Springer, vol. 61(5), pages 2827-2864, November.
    11. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
    12. Martin Huber & Michael Lechner & Andreas Steinmayr, 2015. "Radius matching on the propensity score with bias adjustment: tuning parameters and finite sample behaviour," Empirical Economics, Springer, vol. 49(1), pages 1-31, August.
    13. Hugo Bodory & Lorenzo Camponovo & Martin Huber & Michael Lechner, 2020. "The Finite Sample Performance of Inference Methods for Propensity Score Matching and Weighting Estimators," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 183-200, January.
    14. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    15. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    16. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    17. Heinrich, Carolyn J. & Mueser, Peter R. & Troske, Kenneth & Jeon, Kyung-Seong & Kahvecioglu, Daver C., 2009. "New Estimates of Public Employment and Training Program Net Impacts: A Nonexperimental Evaluation of the Workforce Investment Act Program," IZA Discussion Papers 4569, Institute of Labor Economics (IZA).
    18. Simone Bertoli & Francesca Marchetta, 2014. "Migration, Remittances and Poverty in Ecuador," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1067-1089, August.
    19. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    20. Francesco Fasani & Tommaso Frattini & Maxime Pirot, 2023. "From Refugees to Citizens: Labor Market Returns to Naturalization," Development Working Papers 489, Centro Studi Luca d'Agliano, University of Milano.

    More about this item

    Keywords

    Refugee; Matching Grant Program; Matching and weighting estimators; Mantel-Haenszel test;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • C46 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Specific Distributions

    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:spr:jlabre:v:43:y:2022:i:1:d:10.1007_s12122-021-09326-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.