IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_10026.html
   My bibliography  Save this paper

Immigrant Narratives

Author

Listed:
  • Kai Gehring
  • Joop Adema
  • Panu Poutvaara
  • Joop Age Harm Adema

Abstract

Immigration is one of the most divisive political issues in many countries today. Competing narratives, circulated via the media, are crucial in shaping how immigrants’ role in society is perceived. We propose a new method combining advanced natural language processing tools with dictionaries to identify sentences containing one or more of seven immigrant narrative themes and assign a sentiment to each of these. Our narrative dataset covers 107,428 newspaper articles from 70 German newspapers over the 2000 to 2019 period. Using 16 human coders to evaluate our method, we find that it clearly outperforms simple word-matching methods and sentiment dictionaries. Empirically, culture narratives are more common than economy-related narratives. Narratives related to work and entrepreneurship are particularly positive, while foreign religion and welfare narratives tend to be negative. We use three distinct events to show how different types of shocks influence narratives, decomposing sentiment shifts into theme-composition and within-theme changes.

Suggested Citation

  • Kai Gehring & Joop Adema & Panu Poutvaara & Joop Age Harm Adema, 2022. "Immigrant Narratives," CESifo Working Paper Series 10026, CESifo.
  • Handle: RePEc:ces:ceswps:_10026
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp10026.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fouka, Vasiliki, 2019. "How Do Immigrants Respond to Discrimination? The Case of Germans in the US During World War I," American Political Science Review, Cambridge University Press, vol. 113(2), pages 405-422, May.
    2. Sekou Keita & Thomas Renault & Jérôme Valette, 2024. "The Usual Suspects: Offender Origin, Media Reporting and Natives’ Attitudes Towards Immigration," The Economic Journal, Royal Economic Society, vol. 134(657), pages 322-362.
    3. Gehring, Kai, 2021. "Overcoming History Through Exit or Integration: Deep-Rooted Sources of Support for the European Union," American Political Science Review, Cambridge University Press, vol. 115(1), pages 199-217, February.
    4. Sirus H. Dehdari & Kai Gehring, 2022. "The Origins of Common Identity: Evidence from Alsace-Lorraine," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 261-292, January.
    5. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-3285, December.
    6. Ruben Durante & Ekaterina Zhuravskaya, 2018. "Attack When the World Is Not Watching? US News and the Israeli-Palestinian Conflict," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1085-1133.
    7. Michele Battisti & Gabriel Felbermayr & Giovanni Peri & Panu Poutvaara, 2018. "Immigration, Search and Redistribution: A Quantitative Assessment of Native Welfare," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 1137-1188.
    8. 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.
    9. Edo, Anthony & Giesing, Yvonne & Öztunc, Jonathan & Poutvaara, Panu, 2019. "Immigration and electoral support for the far-left and the far-right," European Economic Review, Elsevier, vol. 115(C), pages 99-143.
    10. Benjamin Enke, 2020. "Moral Values and Voting," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3679-3729.
    11. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    12. Matz Dahlberg & Karin Edmark & Heléne Lundqvist, 2012. "Ethnic Diversity and Preferences for Redistribution," Journal of Political Economy, University of Chicago Press, vol. 120(1), pages 41-76.
    13. Emilio Depetris-Chauvin & Ruben Durante & Filipe Campante, 2020. "Building Nations through Shared Experiences: Evidence from African Football," American Economic Review, American Economic Association, vol. 110(5), pages 1572-1602, May.
    14. Elliott Ash & Ruben Durante & Maria Grebenshchikova & Carlo Schwarz, 2022. "Visual Representation and Stereotypes in News Media," CESifo Working Paper Series 9686, CESifo.
    15. Melissa S. Kearney & Phillip B. Levine, 2015. "Media Influences on Social Outcomes: The Impact of MTV's 16 and Pregnant on Teen Childbearing," American Economic Review, American Economic Association, vol. 105(12), pages 3597-3632, December.
    16. Timothy Besley & Robin Burgess, 2002. "The Political Economy of Government Responsiveness: Theory and Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1415-1451.
    17. Timothy J. Hatton, 2017. "Refugees and asylum seekers, the crisis in Europe and the future of policy," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(91), pages 447-496.
    18. Giovanni Facchini & Anna Maria Mayda, 2009. "Does the Welfare State Affect Individual Attitudes toward Immigrants? Evidence across Countries," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 295-314, May.
    19. Kai Gehring, 2022. "Can External Threats Foster a European Union Identity? Evidence from Russia’s Invasion of Ukraine," The Economic Journal, Royal Economic Society, vol. 132(644), pages 1489-1516.
    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. Martinangeli, Andrea F.M. & Windsteiger, Lisa, 2023. "Immigration vs. poverty: Causal impact on demand for redistribution in a survey experiment," European Journal of Political Economy, Elsevier, vol. 78(C).
    2. Alberto Alesina & Marco Tabellini, 2024. "The Political Effects of Immigration: Culture or Economics?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 5-46, March.
    3. Florian W. Bartholomae & Chang Woon Nam & Pierre Rafih, 2020. "The Impact of Welfare Chauvinism on the Results of Right-Wing Populist Voting in Germany after the Refugee Crisis," CESifo Working Paper Series 8629, CESifo.
    4. Edo, Anthony & Giesing, Yvonne & Öztunc, Jonathan & Poutvaara, Panu, 2019. "Immigration and electoral support for the far-left and the far-right," European Economic Review, Elsevier, vol. 115(C), pages 99-143.
    5. Andrea F.M. Martinangeli & Lisa Windsteiger, 2019. "Immigration vs. Poverty: Causal Impact on Demand for Redistribution in a Survey Experiment," Working Papers tax-mpg-rps-2019-13, Max Planck Institute for Tax Law and Public Finance.
    6. Campo, Francesco & Giunti, Sara & Mendola, Mariapia & Tura, Giulia, 2023. "Political Backlash to Refugee Settlement: Cultural and Economic Drivers," IZA Discussion Papers 16245, Institute of Labor Economics (IZA).
    7. Sekou Keita & Thomas Renault & Jérôme Valette, 2024. "The Usual Suspects: Offender Origin, Media Reporting and Natives’ Attitudes Towards Immigration," The Economic Journal, Royal Economic Society, vol. 134(657), pages 322-362.
    8. Olivier Bargain & Victor Stephane & Jérôme Valette, 2022. "Another brick in the wall. Immigration and electoral preferences: Direct evidence from state ballots," Review of International Economics, Wiley Blackwell, vol. 30(5), pages 1452-1477, November.
    9. Bellucci, Davide & Conzo, Pierluigi & Zotti, Roberto, 2019. "Perceived Immigration and Voting Behavior," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201915, University of Turin.
    10. Moriconi, Simone & Peri, Giovanni & Turati, Riccardo, 2022. "Skill of the immigrants and vote of the natives: Immigration and nationalism in European elections 2007–2016," European Economic Review, Elsevier, vol. 141(C).
    11. Mirjam Bächli & Teodora Tsankova, 2021. "Does Labor Protection Increase Support for Immigration? Evidence from Switzerland," CESifo Working Paper Series 9373, CESifo.
    12. Zurlinden, Noémie & Valladares-Esteban, Arnau & Gottlieb, Charles, 2020. "The Effects of Asylum Seekers on Political Outcomes," Economics Working Paper Series 2018, University of St. Gallen, School of Economics and Political Science.
    13. Kersting, Felix & Wolf, Nikolaus, 2024. "On the origins of national identity. German nation-building after Napoleon," Journal of Comparative Economics, Elsevier, vol. 52(2), pages 463-477.
    14. Jeworrek, Sabrina & Leisen, Bernd Josef & Mertins, Vanessa, 2020. "Gift-exchange in society and the social integration of refugees: Evidence from a field, a laboratory, and a survey experiment," IWH Discussion Papers 17/2019, Halle Institute for Economic Research (IWH), revised 2020.
    15. Benesch, Christine & Loretz, Simon & Stadelmann, David & Thomas, Tobias, 2019. "Media coverage and immigration worries: Econometric evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 52-67.
    16. Carlsson, Magnus & Dahl, Gordon B. & Rooth, Dan-Olof, 2021. "Backlash in policy attitudes after the election of an extreme political party," Journal of Public Economics, Elsevier, vol. 204(C).
    17. Poutvaara, Panu, 2021. "Population Aging and Migration," IZA Discussion Papers 14389, Institute of Labor Economics (IZA).
    18. Pascal Jaupart, 2018. "Divided island: Haitian immigration and electoral outcomes in the Dominican Republic," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 951-999.
    19. Marco Manacorda & Guido Tabellini & Andrea Tesei, 2022. "Mobile internet and the rise of political tribalism in Europe," CEP Discussion Papers dp1877, Centre for Economic Performance, LSE.
    20. Sekeris, Petros & Vasilakis, Chrysovalantis, 2016. "The Mediterranean Refugees Crisis and Extreme Right Parties: Evidence from Greece," MPRA Paper 72222, University Library of Munich, Germany.

    More about this item

    Keywords

    narrative economics; immigration; media; newspapers; voting;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior

    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:ces:ceswps:_10026. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.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.