IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-02902862.html
   My bibliography  Save this paper

Rational inattention and migration decisions

Author

Listed:
  • Simone Bertoli

    (CERDI - Centre d'Études et de Recherches sur le Développement International - UCA [2017-2020] - Université Clermont Auvergne [2017-2020] - CNRS - Centre National de la Recherche Scientifique)

  • Jesus Fernandez-Huertas Moraga

    (UAM - Universidad Autónoma de Madrid)

  • Lucas Guichard

    (CERDI - Centre d'Études et de Recherches sur le Développement International - IRD - Institut de Recherche pour le Développement - CNRS - Centre National de la Recherche Scientifique - UCA - Université Clermont Auvergne)

Abstract

Acquiring information about destinations can be costly for migrants. We model information frictions in the rational inattention framework and obtain a closed-form expression for a migration gravity equation that we bring to the data. The model predicts that flows from countries with a higher cost of information or stronger priors are less responsive to variations in economic conditions in the various destinations, as migrants rationally get less information before deciding where to move. The economet-ric analysis reveals systematic heterogeneity in the pro-cyclical behavior of migration flows across origins that is consistent with the existence of information frictions.

Suggested Citation

  • Simone Bertoli & Jesus Fernandez-Huertas Moraga & Lucas Guichard, 2020. "Rational inattention and migration decisions," Post-Print hal-02902862, HAL.
  • Handle: RePEc:hal:journl:hal-02902862
    DOI: 10.1016/j.jinteco.2020.103364
    Note: View the original document on HAL open archive server: https://uca.hal.science/hal-02902862
    as

    Download full text from publisher

    File URL: https://uca.hal.science/hal-02902862/document
    Download Restriction: no

    File URL: https://libkey.io/10.1016/j.jinteco.2020.103364?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    2. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2016. "Birthplace diversity and economic prosperity," Journal of Economic Growth, Springer, vol. 21(2), pages 101-138, June.
    3. Michael A. Clemens & Claudio E. Montenegro & Lant Pritchett, 2019. "The Place Premium: Bounding the Price Equivalent of Migration Barriers," The Review of Economics and Statistics, MIT Press, vol. 101(2), pages 201-213, May.
    4. Filip Matêjka & Alisdair McKay, 2015. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," American Economic Review, American Economic Association, vol. 105(1), pages 272-298, January.
    5. Mogens Fosgerau & Emerson Melo & André de Palma & Matthew Shum, 2020. "Discrete Choice And Rational Inattention: A General Equivalence Result," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1569-1589, November.
    6. Jakub Steiner & Colin Stewart & Filip Matějka, 2017. "Rational Inattention Dynamics: Inertia and Delay in Decision‐Making," Econometrica, Econometric Society, vol. 85, pages 521-553, March.
    7. Francesc Ortega & Giovanni Peri, 2016. "Openness and income: The roles of trade and migration," World Scientific Book Chapters, in: The Economics of International Migration, chapter 10, pages 309-329, World Scientific Publishing Co. Pte. Ltd..
    8. Vojtěch Bartoš & Michal Bauer & Julie Chytilová & Filip Matějka, 2016. "Attention Discrimination: Theory and Field Experiments with Monitoring Information Acquisition," American Economic Review, American Economic Association, vol. 106(6), pages 1437-1475, June.
    9. Michael A. Clemens, 2014. "Does development reduce migration?," Chapters, in: Robert E.B. Lucas (ed.), International Handbook on Migration and Economic Development, chapter 6, pages 152-185, Edward Elgar Publishing.
    10. Caglar Ozden & Christopher R. Parsons & Maurice Schiff & Terrie L. Walmsley, 2011. "Where on Earth is Everybody? The Evolution of Global Bilateral Migration 1960-2000," The World Bank Economic Review, World Bank, vol. 25(1), pages 12-56, May.
    11. Léa Marchal & Claire Naiditch, 2020. "How Borrowing Constraints Hinder Migration: Theoretical Insights from a Random Utility Maximization Model," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(2), pages 732-761, April.
    12. David McKenzie & John Gibson & Steven Stillman, 2010. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, MIT Press, vol. 8(4), pages 913-945, June.
    13. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    14. McKenzie, David & Gibson, John & Stillman, Steven, 2013. "A land of milk and honey with streets paved with gold: Do emigrants have over-optimistic expectations about incomes abroad?," Journal of Development Economics, Elsevier, vol. 102(C), pages 116-127.
    15. Giordani, Paolo E. & Ruta, Michele, 2013. "Coordination failures in immigration policy," Journal of International Economics, Elsevier, vol. 89(1), pages 55-67.
    16. Andrew Caplin & Mark Dean & John Leahy, 2019. "Rational Inattention, Optimal Consideration Sets, and Stochastic Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(3), pages 1061-1094.
    17. Cardell, N. Scott, 1997. "Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity," Econometric Theory, Cambridge University Press, vol. 13(2), pages 185-213, April.
    18. Alícia Adserà & Mariola Pytliková, 2015. "The Role of Language in Shaping International Migration," Economic Journal, Royal Economic Society, vol. 125(586), pages 49-81, August.
    19. Dasgupta, Kunal & Mondria, Jordi, 2018. "Inattentive importers," Journal of International Economics, Elsevier, vol. 112(C), pages 150-165.
    20. Simone Bertoli & Jesus Fernandez-Huertas Moraga & Francesc Ortega, 2011. "Immigration Policies and the Ecuadorian Exodus," The World Bank Economic Review, World Bank, vol. 25(1), pages 57-76, March.
    21. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    22. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    23. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    24. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    25. Thomas Zylkin, 2019. "Verifying the Existence of Maximum Likelihood Estimates in Generalized Linear Models," 2019 Stata Conference 47, Stata Users Group.
    26. Manuela Angelucci, 2015. "Migration and Financial Constraints: Evidence from Mexico," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 224-228, March.
    27. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    28. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    29. 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..
    30. Victor Ginsburgh & Shlomo Weber, 2016. "The Palgrave Handbook of Economics and Language," ULB Institutional Repository 2013/277408, ULB -- Universite Libre de Bruxelles.
    31. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    32. Maheshwor Shrestha, 2020. "Get Rich or Die Tryin’: Perceived Earnings, Perceived Mortality Rates, and Migration Decisions of Potential Work Migrants from Nepal," The World Bank Economic Review, World Bank, vol. 34(1), pages 1-27.
    33. Dao, Thu Hien & Docquier, Frédéric & Parsons, Chris & Peri, Giovanni, 2018. "Migration and development: Dissecting the anatomy of the mobility transition," Journal of Development Economics, Elsevier, vol. 132(C), pages 88-101.
    34. Bunch, David S. & Rocke, David M., 2016. "Variance-component-based nested logit specifications: Improved formulation, and practical microsimulation of random disturbance terms," Journal of choice modelling, Elsevier, vol. 21(C), pages 30-35.
    35. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    36. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    37. Michael Clemens, 2014. "Does Development Reduce Migration? - Working Paper 359," Working Papers 359, Center for Global Development.
    38. Samuel Bazzi, 2017. "Wealth Heterogeneity and the Income Elasticity of Migration," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 219-255, April.
    39. Claire Naiditch & Léa Marchal, 2018. "How Borrowing Constraints Hinder Migration : Theoretical Insights from a RUM Model," Post-Print hal-01913811, HAL.
    40. Djajic, Slobodan & Kirdar, Murat G. & Vinogradova, Alexandra, 2016. "Source-country earnings and emigration," Journal of International Economics, Elsevier, vol. 99(C), pages 46-67.
    41. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    42. Simone Bertoli & J. Fernandes-Huertas Moraga, 2013. "Multilateral resistance to migration," Post-Print halshs-00820169, HAL.
    43. Paulo Natenzon, 2019. "Random Choice and Learning," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 419-457.
    44. Robert E.B. Lucas (ed.), 2014. "International Handbook on Migration and Economic Development," Books, Edward Elgar Publishing, number 15465.
    45. Sergio Correia & Paulo Guimar~aes & Thomas Zylkin, 2019. "Verifying the existence of maximum likelihood estimates for generalized linear models," Papers 1903.01633, arXiv.org, revised Jun 2021.
    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. Batista, Catia & McKenzie, David, 2023. "Testing classic theories of migration in the lab," Journal of International Economics, Elsevier, vol. 145(C).
    2. Isaac Baley & Laura Veldkamp, 2021. "Bayesian learning," Economics Working Papers 1797, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Roc Armenter & Michèle Müller-Itten & Zachary Strangebye, 2021. "Geometric Methods for Finite Rational Inattention," Working Papers 21-30, Federal Reserve Bank of Philadelphia.
    4. Michel Beine & Michel Bierlaire & Frédéric Docquier, 2021. "New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration," LISER Working Paper Series 2021-01, Luxembourg Institute of Socio-Economic Research (LISER).
    5. Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 226-273, March.
    6. David G. Blanchflower & Alex Bryson, 2021. "The Economics of Walking About and Predicting US Downturns," DoQSS Working Papers 21-31, Quantitative Social Science - UCL Social Research Institute, University College London.
    7. Langella, Monica & Manning, Alan, 2021. "Income and the desire to migrate," LSE Research Online Documents on Economics 113875, London School of Economics and Political Science, LSE Library.
    8. Mitrică, Bianca & Damian, Nicoleta & Grigorescu, Ines & Mocanu, Irena & Dumitraşcu, Monica & Persu, Mihaela, 2022. "Out-migration and social and technological marginalization in Romania. Regional disparities," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    9. Ian Ball & James Bono & Justin Grana & Nicole Immorlica & Brendan Lucier & Aleksandrs Slivkins, 2022. "Content Filtering with Inattentive Information Consumers," Papers 2205.14060, arXiv.org, revised Dec 2023.
    10. Fuchs, Andreas & Gröger, André & Heidland, Tobias & Wellner, Lukas, 2023. "The effect of foreign aid on migration: Global micro evidence from world bank projects," Kiel Working Papers 2257, Kiel Institute for the World Economy (IfW Kiel).
    11. Persyn, Damiaan, 2021. "Migrants looking for opportunities - On destination size and spatial aggregation in the gravity equation for migration," MPRA Paper 111064, University Library of Munich, Germany.

    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. Leefmans,Naomi & Oomes,Nienke & Rojas Romagosa,Hugo Alexander & Vervliet,Tobias & Berthiaume,Nicolas, 2021. "A Reappraisal of the Migration-Development Nexus : Testing the Robustness of the Migration Transition Hypothesis," Policy Research Working Paper Series 9518, The World Bank.
    2. Djajic, Slobodan & Kirdar, Murat G. & Vinogradova, Alexandra, 2016. "Source-country earnings and emigration," Journal of International Economics, Elsevier, vol. 99(C), pages 46-67.
    3. Heidland, Tobias & Jannsen, Nils & Groll, Dominik & Kalweit, René & Boockmann, Bernhard, 2021. "Analyse und Prognose von Migrationsbewegungen," Kieler Beiträge zur Wirtschaftspolitik 34, Kiel Institute for the World Economy (IfW Kiel).
    4. Joan Llull, 2016. "Understanding international migration: evidence from a new dataset of bilateral stocks (1960–2000)," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 7(2), pages 221-255, June.
    5. Michael A. Clemens & Mariapia Mendola, 2020. "Migration from Developing Countries: Selection, Income Elasticity, and Simpson’s Paradox," Working Papers 539, Center for Global Development.
    6. Parag Mahajan & Dean Yang, 2020. "Taken by Storm: Hurricanes, Migrant Networks, and US Immigration," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 250-277, April.
    7. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2016. "Birthplace diversity and economic prosperity," Journal of Economic Growth, Springer, vol. 21(2), pages 101-138, June.
    8. Mariapia Mendola, 2018. "Global evidence on prospective migrants from developing countries," Working Papers 387, University of Milano-Bicocca, Department of Economics, revised 19 Sep 2018.
    9. Simon Winter, 2020. "“It’s the Economy, Stupid!”: On the Relative Impact of Political and Economic Determinants on Migration," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(2), pages 207-252, April.
    10. Bertoli, S. & Fernández-Huertas Moraga, J. & Ortega, F., 2013. "Crossing the border: Self-selection, earnings and individual migration decisions," Journal of Development Economics, Elsevier, vol. 101(C), pages 75-91.
    11. Simone Bertoli & Jesus Fernández-Huertas Moraga, 2012. "Visa Policies, Networks and the Cliff at the Border," Working Papers 2012-12, FEDEA.
    12. Schmid, Lena & Renner, Laura, 2020. "The Decision to Flee: Analyzing Gender-Specific Determinants of International Refugee Migration," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224596, Verein für Socialpolitik / German Economic Association.
    13. Clemens, Michael A. & Pritchett, Lant, 2019. "The new economic case for migration restrictions: An assessment," Journal of Development Economics, Elsevier, vol. 138(C), pages 153-164.
    14. Michael A. Clemens, 2014. "Does development reduce migration?," Chapters, in: Robert E.B. Lucas (ed.), International Handbook on Migration and Economic Development, chapter 6, pages 152-185, Edward Elgar Publishing.
    15. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    16. Simone Bertoli & Hillel Rapoport, 2015. "Heaven's Swing Door: Endogenous Skills, Migration Networks, and the Effectiveness of Quality-Selective Immigration Policies," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 565-591, April.
    17. Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 226-273, March.
    18. Michael Clemens, 2014. "Does Development Reduce Migration? - Working Paper 359," Working Papers 359, Center for Global Development.
    19. Fernández-Huertas Moraga, Jesús, 2013. "Understanding different migrant selection patterns in rural and urban Mexico," Journal of Development Economics, Elsevier, vol. 103(C), pages 182-201.
    20. Mariele Macaluso, 2022. "The influence of skill-based policies on the immigrant selection process," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 595-621, July.

    More about this item

    Keywords

    gravity equation JEL codes: F22; D81; D83; international migration; information; rational inattention;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

    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:hal:journl:hal-02902862. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.