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Construction, Robustness Assessment and Application of an Index of Perceived Level of Socio-Economic Threat from Immigrants: A Study of 47 European Countries and Regions

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  • Marco Marozzi

    (University of Calabria)

Abstract

In contemporary globalization, migrations to Europe have accelerated in speed and scale. Over the last decades, there has been an increase in negative attitudes towards immigration, and many studies have emphasized marked differences in the strength of anti-immigrant attitudes among European countries. However, very few studies performed a rigorous statistical assessment of the issue. A new index measuring the level of perceived threat from immigrants is proposed and applied to a data set covering 47 European countries and regions. The results show that Malta and Cyprus have the strongest perception of socio-economic threat from immigrants, followed by Austria, Great Britain, Northern Ireland and Hungary, and that the countries/regions with the weakest perception of threat are Armenia, Sweden, Romania and Northern Cyprus. It is shown that the proposed index has many theoretical and practical advantages over the existing indexes of perceived threat from immigrants. The robustness of the index is assessed using uncertainty analysis. It is very important for policy makers to monitor the level of perceived socio-economic threat from immigrants because negative attitudes towards immigrants make integration difficult and affect social capital, a key aspect of societal wellbeing and economic development. Monitoring is the basis for further political measures aimed at fostering immigrant integration. The proposed index is a useful monitoring tool, an entry point for the ongoing debate on tolerance and can spark further research for a better understanding of the issue.

Suggested Citation

  • Marco Marozzi, 2016. "Construction, Robustness Assessment and Application of an Index of Perceived Level of Socio-Economic Threat from Immigrants: A Study of 47 European Countries and Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(1), pages 413-437, August.
  • Handle: RePEc:spr:soinre:v:128:y:2016:i:1:d:10.1007_s11205-015-1037-z
    DOI: 10.1007/s11205-015-1037-z
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    1. Warin Thierry & Svaton Pavel, 2008. "European Migration: Welfare Migration or Economic Migration?," Global Economy Journal, De Gruyter, vol. 8(3), pages 1-32, September.
    2. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    3. Lee Stapleton & Guy Garrod, 2007. "Keeping things simple: why the Human Development Index should not diverge from its equal weights assumption," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 84(2), pages 179-188, November.
    4. Michael R. Hagerty & Kenneth C. Land, 2007. "Constructing Summary Indices of Quality of Life," Sociological Methods & Research, , vol. 35(4), pages 455-496, May.
    5. Alan Barrett & Bertrand Maître, 2013. "Immigrant welfare receipt across Europe," International Journal of Manpower, Emerald Group Publishing Limited, vol. 34(1), pages 8-23, March.
    6. Rebeca Raijman & Oshrat Hochman, 2011. "National attachments, economic competition, and social exclusion of non-ethnic migrants in Israel: a mixed-methods approach," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(6), pages 1151-1174, October.
    7. Marco Marozzi, 2012. "Tertiary student satisfaction with socialization: A statistical assessment," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(4), pages 1271-1278, June.
    8. Francis Lee, 2014. "“Tolerated One Way but Not the Other”: Levels and Determinants of Social and Political Tolerance in Hong Kong," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 711-727, September.
    9. Francesco D’Amuri & Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The labor market impact of immigration in Western Germany in the 1990s," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 8, pages 223-243, World Scientific Publishing Co. Pte. Ltd..
    10. Paul Dickes & Marie Valentova, 2013. "Construction, Validation and Application of the Measurement of Social Cohesion in 47 European Countries and Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(3), pages 827-846, September.
    11. Alessandro Lago & Fortunato Pesarin, 2000. "Nonparametric combiantion of dependent rankings with application to the quality assessment of industrial products," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1-2), pages 39-52.
    12. Marco Marozzi, 2009. "A composite indicator dimension reduction procedure with application to university student satisfaction," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 63(3), pages 258-268, August.
    13. Glenda Quintini, 2011. "Over-Qualified or Under-Skilled: A Review of Existing Literature," OECD Social, Employment and Migration Working Papers 121, OECD Publishing.
    14. Barbieri, Elisa & Di Tommaso, Marco R. & Bonnini, Stefano, 2012. "Industrial development policies and performances in Southern China: Beyond the specialised industrial cluster program," China Economic Review, Elsevier, vol. 23(3), pages 613-625.
    15. Giuseppe Munda & Michela Nardo & Michaela Saisana & Tanja Srebotnjak, 2009. "Measuring uncertainties in composite indicators of sustainability," International Journal of Environmental Technology and Management, Inderscience Enterprises Ltd, vol. 11(1/2/3), pages 7-26.
    16. Sides, John & Citrin, Jack, 2007. "European Opinion About Immigration: The Role of Identities, Interests and Information," British Journal of Political Science, Cambridge University Press, vol. 37(3), pages 477-504, July.
    17. M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
    18. Marco Marozzi, 2014. "Construction, dimension reduction and uncertainty analysis of an index of trust in public institutions," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(2), pages 939-953, March.
    19. Peter M. Fayers & David J. Hand, 2002. "Causal variables, indicator variables and measurement scales: an example from quality of life," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 233-253, June.
    20. Martin Kahanec & Klaus F. Zimmermann (ed.), 2010. "EU Labor Markets After Post-Enlargement Migration," Springer Books, Springer, number 978-3-642-02242-5, September.
    21. Martin Kahanec & Anzelika Zaiceva, 2009. "Labor market outcomes of immigrants and non‐citizens in the EU," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(1/2), pages 97-115, March.
    22. Kenneth F. Scheve & Matthew J. Slaughter, 2001. "Labor Market Competition And Individual Preferences Over Immigration Policy," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 133-145, February.
    23. Hainmueller, Jens & Hiscox, Michael J., 2007. "Educated Preferences: Explaining Attitudes Toward Immigration in Europe," International Organization, Cambridge University Press, vol. 61(2), pages 399-442, April.
    24. Lucia Kureková, 2013. "Welfare Systems as Emigration Factor: Evidence from the New Accession States," Journal of Common Market Studies, Wiley Blackwell, vol. 51(4), pages 721-739, July.
    25. Saisana, Michaela & d'Hombres, Béatrice & Saltelli, Andrea, 2011. "Rickety numbers: Volatility of university rankings and policy implications," Research Policy, Elsevier, vol. 40(1), pages 165-177, February.
    26. 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.
    27. O'Rourke, Kevin H. & Sinnott, Richard, 2006. "The determinants of individual attitudes towards immigration," European Journal of Political Economy, Elsevier, vol. 22(4), pages 838-861, December.
    28. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    29. Amelie F. Constant & Klaus F. Zimmermann (ed.), 2013. "International Handbook on the Economics of Migration," Books, Edward Elgar Publishing, number 4026.
    30. Røed, Marianne & Schøne, Pål, 2012. "Does immigration increase labour market flexibility?," Labour Economics, Elsevier, vol. 19(4), pages 527-540.
    31. Dorit S. Hochbaum & Asaf Levin, 2006. "Methodologies and Algorithms for Group-Rankings Decision," Management Science, INFORMS, vol. 52(9), pages 1394-1408, September.
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    7. González Alejandro López & González-González María Jesús, 2018. "Third demographic transition and demographic dividend: An application based on panel data analysis," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 42(42), pages 59-82, December.
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