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Assessing the Spanish immigration policy with frequency-wise causality in Hosoya’s sense

Author

Listed:
  • Alexandra M. Espinosa

    (Escuela Politécnica Nacional
    University of the Basque Country UPV/EHU)

  • Ignacio Díaz-Emparanza

    (University of the Basque Country UPV/EHU)

Abstract

We cannot ignore that anti-immigration parties are becoming essential players in present democracies. But, how concerned should we be with the effects of immigration on the host economy? According to estimates, integration is the main asset of the Spanish immigration policy: in the long term, immigrants are legally indistinguishable; hence, they produce a similar effect on employment and growth. However, employment policies could enhance the long-term contribution of immigration to economic growth and, indirectly, boost employment creation. The effectiveness of immigration policies is thus attached to employment policies. In the short term, registered unemployment seems to be further protected against economic shocks. The frequency-wise analysis makes for a deeper understanding of the role of immigration in the Spanish economy.

Suggested Citation

  • Alexandra M. Espinosa & Ignacio Díaz-Emparanza, 2023. "Assessing the Spanish immigration policy with frequency-wise causality in Hosoya’s sense," Empirical Economics, Springer, vol. 65(1), pages 111-147, July.
  • Handle: RePEc:spr:empeco:v:65:y:2023:i:1:d:10.1007_s00181-022-02328-z
    DOI: 10.1007/s00181-022-02328-z
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    1. Murat Genc & Masood Gheasi & Peter Nijkamp & Jacques Poot, 2012. "The impact of immigration on international trade: a meta-analysis," Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 9, pages 301-337, Edward Elgar Publishing.
    2. Anders Rygh Swensen, 2006. "Bootstrap Algorithms for Testing and Determining the Cointegration Rank in VAR Models -super-1," Econometrica, Econometric Society, vol. 74(6), pages 1699-1714, November.
    3. Mete Feridun, 2005. "Investigating the Economic Impact of Immigration on the Host Country: The Case of Norway," Prague Economic Papers, Prague University of Economics and Business, vol. 2005(4), pages 350-362.
    4. Cigdem Börke Tunali & Jan Fidrmuc & Nauro F. Campos, 2017. "Immigration, Unemployment and Wages: New Causality Evidence from the United Kingdom," CESifo Working Paper Series 6452, CESifo.
    5. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    6. Glenn Withers & David Pope, 1985. "Immigration and Unemployment," The Economic Record, The Economic Society of Australia, vol. 61(2), pages 554-564, June.
    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. Boubtane, Ekrame & Coulibaly, Dramane & Rault, Christophe, 2013. "Immigration, unemployment and GDP in the host country: Bootstrap panel Granger causality analysis on OECD countries," Economic Modelling, Elsevier, vol. 33(C), pages 261-269.
    9. JAMES G. MacKINNON, 2006. "Bootstrap Methods in Econometrics," The Economic Record, The Economic Society of Australia, vol. 82(s1), pages 2-18, September.
    10. Vincent Fromentin, 2013. "The Relationship Between Immigration and Unemployment: The Case of France," Economic Analysis and Policy, Elsevier, vol. 43(1), pages 51-66, March.
    11. Bloemen, Hans G., 1997. "Job search theory, labour supply and unemployment duration," Journal of Econometrics, Elsevier, vol. 79(2), pages 305-325, August.
    12. Jennifer Hunt, 2011. "Which Immigrants Are Most Innovative and Entrepreneurial? Distinctions by Entry Visa," Journal of Labor Economics, University of Chicago Press, vol. 29(3), pages 417-457.
    13. John Dagsvik & Tom Kornstad & Terje Skjerpen, 2013. "Labor force participation and the discouraged worker effect," Empirical Economics, Springer, vol. 45(1), pages 401-433, August.
    14. Mete Feridun*, 2007. "Immigration, income and unemployment: an application of the bounds testing approach to cointegration," Journal of Developing Areas, Tennessee State University, College of Business, vol. 41(1), pages 37-49, September.
    15. Jordan Shan, 1999. "Immigration and Unemployment: New evidence from Australia and New Zealand," International Review of Applied Economics, Taylor & Francis Journals, vol. 13(2), pages 253-260.
    16. Ethan Lewis, 2013. "Immigration and Production Technology," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 165-191, May.
    17. Ali Fakih & May Ibrahim, 2016. "The impact of Syrian refugees on the labor market in neighboring countries: empirical evidence from Jordan," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(1), pages 64-86, February.
    18. Gil S. Epstein & Odelia Heizler (Cohen), 2016. "Networks in the Diaspora," Development Working Papers 389, Centro Studi Luca d'Agliano, University of Milano.
    19. Gil S. Epstein & Odelia Heizler (Cohen), 2016. "The formation of networks in the diaspora," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(7), pages 1136-1153, October.
    20. repec:ebl:ecbull:v:6:y:2005:i:21:p:1-6 is not listed on IDEAS
    21. Thomas Bauer & Gil Epstein & Ira Gang, 2005. "Enclaves, language, and the location choice of migrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(4), pages 649-662, November.
    22. Margherita Comola & Mariapia Mendola, 2015. "Formation of Migrant Networks," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 592-618, April.
    23. George J. Borjas, 2021. "Does Immigration Grease the Wheels of the Labor Market?," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 14, pages 431-484, World Scientific Publishing Co. Pte. Ltd..
    24. Martin Halla & Alexander F. Wagner & Josef Zweimüller, 2017. "Immigration and Voting for the Far Right," Journal of the European Economic Association, European Economic Association, vol. 15(6), pages 1341-1385.
    25. Esposito, Piero & Collignon, Stefan & Scicchitano, Sergio, 2019. "Immigration and unemployment in Europe: does the core-periphery dualism matter?," GLO Discussion Paper Series 310, Global Labor Organization (GLO).
    26. William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
    27. Antonella Bellino & Giuseppe Celi, 2019. "Disentangling the migration-trade nexus: the pro-trade effects of immigrants and emigrants in the presence of vertical and horizontal product differentiation," Applied Economics, Taylor & Francis Journals, vol. 51(33), pages 3665-3688, July.
    28. Thomas Bauer & Gil S. Epstein & Ira N. Gang, 2007. "The Influence of Stocks and Flows on Migrants’ Location Choices," Research in Labor Economics, in: Aspects of Worker Well-Being, pages 199-229, Emerald Group Publishing Limited.
    29. Otto, Alkis Henri & Steinhardt, Max Friedrich, 2014. "Immigration and election outcomes — Evidence from city districts in Hamburg," Regional Science and Urban Economics, Elsevier, vol. 45(C), pages 67-79.
    30. Gil S. Epstein & Odelia Heizler (Cohen), 2016. "The formation of networks in the diaspora," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(7), pages 1136-1153, October.
    31. Meguid, Bonnie M., 2005. "Competition Between Unequals: The Role of Mainstream Party Strategy in Niche Party Success," American Political Science Review, Cambridge University Press, vol. 99(3), pages 347-359, August.
    32. Borjas, George J., 1999. "The economic analysis of immigration," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 28, pages 1697-1760, Elsevier.
    33. Rebelo, Sergio, 1991. "Long-Run Policy Analysis and Long-Run Growth," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 500-521, June.
    34. Barone, Guglielmo & D'Ignazio, Alessio & de Blasio, Guido & Naticchioni, Paolo, 2016. "Mr. Rossi, Mr. Hu and politics. The role of immigration in shaping natives' voting behavior," Journal of Public Economics, Elsevier, vol. 136(C), pages 1-13.
    35. Marr, William L. & Siklos, Pierre L., 1994. "The link between immigration and unemployment in Canada," Journal of Policy Modeling, Elsevier, vol. 16(1), pages 1-25, February.
    36. Latif, Ehsan, 2015. "The relationship between immigration and unemployment: Panel data evidence from Canada," Economic Modelling, Elsevier, vol. 50(C), pages 162-167.
    37. Johansen, Søren, 2000. "A Bartlett Correction Factor For Tests On The Cointegrating Relations," Econometric Theory, Cambridge University Press, vol. 16(5), pages 740-778, October.
    38. Michael Bleaney, 2005. "Migration and unemployment in an efficiency wage model of a small open economy," Economics Bulletin, AccessEcon, vol. 6(21), pages 1-6.
    39. Darby, Julia & Hart, Robert A. & Vecchi, Michela, 2001. "Labour force participation and the business cycle: a comparative analysis of France, Japan, Sweden and the United States," Japan and the World Economy, Elsevier, vol. 13(2), pages 113-133, April.
    40. Faridul Islam & Saleheen Khan, 2015. "The long run impact of immigration on labor market in an advanced economy," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(4), pages 356-367, April.
    41. Morley, Bruce, 2006. "Causality between economic growth and immigration: An ARDL bounds testing approach," Economics Letters, Elsevier, vol. 90(1), pages 72-76, January.
    42. Giovanni Peri, 2016. "The Effect Of Immigration On Productivity: Evidence From U.S. States," World Scientific Book Chapters, in: The Economics of International Migration, chapter 8, pages 265-275, World Scientific Publishing Co. Pte. Ltd..
    43. Alexia Prskawetz & Thomas Fent, 2007. "Workforce Ageing And The Substitution Of Labour: The Role Of Supply And Demand Of Labour In Austria," Metroeconomica, Wiley Blackwell, vol. 58(1), pages 95-126, February.
    44. repec:eme:rlec11:s0147-9121(06)26006-0 is not listed on IDEAS
    45. Withers, Glenn & Pope, David, 1985. "Immigration and Unemployment," The Economic Record, The Economic Society of Australia, vol. 61(173), pages 554-563, June.
    46. Chletsos, Michael & Roupakias, Stelios, 2012. "Immigration, Unemployment and Growth: Empirical Evidence from Greece," MPRA Paper 39861, University Library of Munich, Germany.
    47. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    48. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    49. Alicia Gómez–Tello & Rosella Nicolini, 2017. "Immigration and productivity: a Spanish tale," Journal of Productivity Analysis, Springer, vol. 47(2), pages 167-183, April.
    50. Faridul Islam & Saleheen Khan, 2015. "The long run impact of immigration on labor market in an advanced economy," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(4), pages 356-367, April.
    51. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    52. Hiroshi Yamada & Wei Yanfeng, 2014. "Some Theoretical and Simulation Results on the Frequency Domain Causality Test," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 936-947, November.
    53. S. Longhi & P. Nijkamp & J. Poot, 2010. "Joint impacts of immigration on wages and employment: review and meta-analysis," Journal of Geographical Systems, Springer, vol. 12(4), pages 355-387, December.
    54. Yuzo Hosoya, 2001. "Elimination of Third‐series Effect and Defining Partial Measures of Causality," Journal of Time Series Analysis, Wiley Blackwell, vol. 22(5), pages 537-554, September.
    55. Christian Dustmann & Francesca Fabbri & Ian Preston, 2005. "The Impact of Immigration on the British Labour Market," Economic Journal, Royal Economic Society, vol. 115(507), pages 324-341, November.
    56. Feridun, M., 2004. "Does inmigration have an impact on economic development and unemployment?. Empirical evidence from Finland(1981-2001)," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(3), pages 39-60.
    57. Juan J. Dolado & Florentino Felgueroso & Juan F. Jimeno, 2021. "Past, present and future of the Spanish labour market: when the pandemic meets the megatrends," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 29(85), pages 21-41, January.
    58. Gould, David M, 1994. "Immigrant Links to the Home Country: Empirical Implications for U.S. Bilateral Trade Flows," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 302-316, May.
    59. Asadul Islam, 2007. "Immigration Unemployment Relationship: The Evidence From Canada," Australian Economic Papers, Wiley Blackwell, vol. 46(1), pages 52-66, March.
    60. Ghatak, Subrata & Moore, Tomoe, 2007. "Migration and the EU Labour Market: Granger Causality Tests on a Panel VAR," Economics Discussion Papers 2007-6, School of Economics, Kingston University London.
    61. George J. Borjas, 2015. "Immigration and Globalization: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 53(4), pages 961-974, December.
    62. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    63. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    International immigration; Unemployment; Economic growth; Frequency causality;
    All these keywords.

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General

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