IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2403.09470.html
   My bibliography  Save this paper

Climate Immobility Traps: A Household-Level Test

Author

Listed:
  • Marco Letta
  • Pierluigi Montalbano
  • Adriana Paolantonio

Abstract

The complex relationship between climate shocks, migration, and adaptation hampers a rigorous understanding of the heterogeneous mobility outcomes of farm households exposed to climate risk. To unpack this heterogeneity, the analysis combines longitudinal multi-topic household survey data from Nigeria with a causal machine learning approach, tailored to a conceptual framework bridging economic migration theory and the poverty traps literature. The results show that pre-shock asset levels, in situ adaptive capacity, and cumulative shock exposure drive not just the magnitude but also the sign of the impact of agriculture-relevant weather anomalies on the mobility outcomes of farming households. While local adaptation acts as a substitute for migration, the roles played by wealth constraints and repeated shock exposure suggest the presence of climate-induced immobility traps.

Suggested Citation

  • Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Climate Immobility Traps: A Household-Level Test," Papers 2403.09470, arXiv.org.
  • Handle: RePEc:arx:papers:2403.09470
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2403.09470
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    2. Michał Burzyński & Christoph Deuster & Frédéric Docquier & Jaime de Melo, 2022. "Climate Change, Inequality, and Human Migration," Journal of the European Economic Association, European Economic Association, vol. 20(3), pages 1145-1197.
    3. Michler, Jeffrey D. & Josephson, Anna & Kilic, Talip & Murray, Siobhan, 2022. "Privacy protection, measurement error, and the integration of remote sensing and socioeconomic survey data," Journal of Development Economics, Elsevier, vol. 158(C).
    4. Aart Kraay & David McKenzie, 2014. "Do Poverty Traps Exist? Assessing the Evidence," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 127-148, Summer.
    5. Diogo G. C. Britto & Paolo Pinotti & Breno Sampaio, 2022. "The Effect of Job Loss and Unemployment Insurance on Crime in Brazil," Econometrica, Econometric Society, vol. 90(4), pages 1393-1423, July.
    6. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    7. Katrin Millock, 2015. "Migration and Environment," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 35-60, October.
    8. Hélène Benveniste & Michael Oppenheimer & Marc Fleurbaey, 2022. "Climate change increases resource-constrained international immobility," Nature Climate Change, Nature, vol. 12(7), pages 634-641, July.
    9. Allan M. Findlay, 2012. "Flooding and the scale of migration," Nature Climate Change, Nature, vol. 2(6), pages 401-402, June.
    10. Simone Bertoli & Frédéric Docquier & Hillel Rapoport & Ilse Ruyssen, 2022. "Weather shocks and migration intentions in Western Africa: insights from a multilevel analysis [Do climate variations explain bilateral migration? A gravity model analysis]," Journal of Economic Geography, Oxford University Press, vol. 22(2), pages 289-323.
    11. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    12. Aiken, Emily L. & Bedoya, Guadalupe & Blumenstock, Joshua E. & Coville, Aidan, 2023. "Program targeting with machine learning and mobile phone data: Evidence from an anti-poverty intervention in Afghanistan," Journal of Development Economics, Elsevier, vol. 161(C).
    13. Dustmann, Christian & Okatenko, Anna, 2014. "Out-migration, wealth constraints, and the quality of local amenities," Journal of Development Economics, Elsevier, vol. 110(C), pages 52-63.
    14. Cai, Ruohong & Feng, Shuaizhang & Oppenheimer, Michael & Pytlikova, Mariola, 2016. "Climate variability and international migration: The importance of the agricultural linkage," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 135-151.
    15. Kashi Kafle & Rui Benfica & Paul Winters, 2020. "Does relative deprivation induce migration? Evidence from Sub‐Saharan Africa," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 999-1019, May.
    16. Ingrid Boas & Carol Farbotko & Helen Adams & Harald Sterly & Simon Bush & Kees Geest & Hanne Wiegel & Hasan Ashraf & Andrew Baldwin & Giovanni Bettini & Suzy Blondin & Mirjam Bruijn & David Durand-Del, 2019. "Climate migration myths," Nature Climate Change, Nature, vol. 9(12), pages 901-903, December.
    17. Stark, Oded & Bloom, David E, 1985. "The New Economics of Labor Migration," American Economic Review, American Economic Association, vol. 75(2), pages 173-178, May.
    18. Mariaflavia Harari & Eliana La Ferrara, 2018. "Conflict, Climate, and Cells: A Disaggregated Analysis," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 594-608, October.
    19. Kraay, Aart & McKenzie, David, 2014. "Do poverty traps exist ?," Policy Research Working Paper Series 6835, The World Bank.
    20. Andrew Dillon & Valerie Mueller & Sheu Salau, 2011. "Migratory Responses to Agricultural Risk in Northern Nigeria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(4), pages 1048-1061.
    21. Miller, Steve, 2020. "Causal forest estimation of heterogeneous and time-varying environmental policy effects," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    22. Cattaneo, Cristina & Peri, Giovanni, 2016. "The migration response to increasing temperatures," Journal of Development Economics, Elsevier, vol. 122(C), pages 127-146.
    23. Michel Beine & Ilan Noy & Christopher Parsons, 2021. "Climate change, migration and voice," Climatic Change, Springer, vol. 167(1), pages 1-27, July.
    24. François Bareille & Raja Chakir, 2023. "Structural identification of weather impacts on crop yields: Disentangling agronomic from adaptation effects [Identification structurelle des impacts météorologiques sur les rendements des cultures," Post-Print hal-04160898, HAL.
    25. Christopher B. Barrett & Michael R. Carter, 2013. "The Economics of Poverty Traps and Persistent Poverty: Empirical and Policy Implications," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 976-990, July.
    26. Burke, M. & Craxton, M. & Kolstad, C.D. & Onda, C. & Allcott, H. & Baker, E. & Barrage, L. & Carson, R. & Gillingham, K. & Graff-Zivin, J. & Greenstone, M. & Hallegatte, S. & Hanemann, W.M. & Heal, G., 2016. "Opportunities for advances in climate change economics," ISU General Staff Papers 3565, Iowa State University, Department of Economics.
    27. Burke, M & Craxton, M & Kolstad, CD & Onda, C & Allcott, H & Baker, E & Barrage, L & Carson, R & Gillingham, K & Graf-Zivin, J & Greenstone, M & Hallegatte, S & Hanemann, WM & Heal, G & Hsiang, S & Jo, 2016. "Opportunities for advances in climate change economics," University of California at Santa Barbara, Recent Works in Economics qt4tc5d9pb, Department of Economics, UC Santa Barbara.
    28. David J. Kaczan & Jennifer Orgill-Meyer, 2020. "The impact of climate change on migration: a synthesis of recent empirical insights," Climatic Change, Springer, vol. 158(3), pages 281-300, February.
    29. Solomon M. Hsiang, 2016. "Climate Econometrics," NBER Working Papers 22181, National Bureau of Economic Research, Inc.
    30. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    31. Cissé, Jennifer Denno & Barrett, Christopher B., 2018. "Estimating development resilience: A conditional moments-based approach," Journal of Development Economics, Elsevier, vol. 135(C), pages 272-284.
    32. Castells-Quintana, David & del Pilar Lopez-Uribe, Maria & McDermott, Thomas K.J., 2018. "A review of adaptation to climate change through a development economics lens," Working Papers 309605, National University of Ireland, Galway, Socio-Economic Marine Research Unit.
    33. Solomon Hsiang, 2016. "Climate Econometrics," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 43-75, October.
    34. Mengxia Zhang & Lan Luo, 2023. "Can Consumer-Posted Photos Serve as a Leading Indicator of Restaurant Survival? Evidence from Yelp," Management Science, INFORMS, vol. 69(1), pages 25-50, January.
    35. Cai, Shu, 2020. "Migration under liquidity constraints: Evidence from randomized credit access in China," Journal of Development Economics, Elsevier, vol. 142(C).
    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. Cristina Cattaneo & Emanuele Massetti, 2019. "Does Harmful Climate Increase Or Decrease Migration? Evidence From Rural Households In Nigeria," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-36, November.
    2. Olper, A. & Falco, C. & Galeotti, M., 2018. "Climate Change, Agriculture and Migration: Is there a Causal Relationship ?," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277488, International Association of Agricultural Economists.
    3. Bhaskar Jyoti Neog, 2022. "Temperature shocks and rural labour markets: evidence from India," Climatic Change, Springer, vol. 171(1), pages 1-20, March.
    4. Baronchelli, Adelaide & Ricciuti, Roberto, 2022. "Temperature shocks, rice production, and migration in Vietnamese households," Ecological Economics, Elsevier, vol. 193(C).
    5. Els BEKEART & Ilse RUYSSEN & Sara SALOMONE, 2021. "Domestic and International Migration Intentions in Response to Environmental Stress: A Global Cross-country Analysis," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 87(3), pages 383-436, September.
    6. Emediegwu, Lotanna E. & Wossink, Ada & Hall, Alastair, 2022. "The impacts of climate change on agriculture in sub-Saharan Africa: A spatial panel data approach," World Development, Elsevier, vol. 158(C).
    7. Taraz, Vis, 2018. "Can farmers adapt to higher temperatures? Evidence from India," World Development, Elsevier, vol. 112(C), pages 205-219.
    8. Federica Cappelli & Caterina Conigliani & Davide Consoli & Valeria Costantini & Elena Paglialunga, 2023. "Climate change and armed conflicts in Africa: temporal persistence, non-linear climate impact and geographical spillovers," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 517-560, July.
    9. Simone Bertoli & Frédéric Docquier & Hillel Rapoport & Ilse Ruyssen, 2022. "Weather shocks and migration intentions in Western Africa: insights from a multilevel analysis [Do climate variations explain bilateral migration? A gravity model analysis]," Journal of Economic Geography, Oxford University Press, vol. 22(2), pages 289-323.
    10. Sedova, Barbora & Kalkuhl, Matthias, 2020. "Who are the climate migrants and where do they go? Evidence from rural India," World Development, Elsevier, vol. 129(C).
    11. Díaz, Juan-José & Saldarriaga, Victor, 2023. "A drop of love? Rainfall shocks and spousal abuse: Evidence from rural Peru," Journal of Health Economics, Elsevier, vol. 89(C).
    12. Isabelle Chort & Maëlys de la Rupelle, 2022. "Managing the impact of climate on migration: evidence from Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1777-1819, October.
    13. Chang Cai & Sandy Dall’Erba, 2021. "On the evaluation of heterogeneous climate change impacts on US agriculture: does group membership matter?," Climatic Change, Springer, vol. 167(1), pages 1-23, July.
    14. Emediegwu, Lotanna E. & Ubabukoh, Chisom L., 2023. "Re-examining the impact of annual weather fluctuations on global livestock production," Ecological Economics, Elsevier, vol. 204(PA).
    15. Dang, Hai-Anh & Hallegatte, Stephane & Trinh, Trong-Anh, 2023. "Does Global Warming Worsen Poverty and Inequality? An Updated Review," IZA Discussion Papers 16570, Institute of Labor Economics (IZA).
    16. Barbora Šedová & Lucia Čizmaziová & Athene Cook, 2021. "A meta-analysis of climate migration literature," CEPA Discussion Papers 29, Center for Economic Policy Analysis.
    17. van Weezel, Stijn, 2020. "Local warming and violent armed conflict in Africa," World Development, Elsevier, vol. 126(C).
    18. Bassino, Jean-Pascal & Lagoarde-Segot, Thomas & Woitek, Ulrich, 2020. "The irreversible welfare cost of climate anomalies. Evidence from Japan (1872-1917)," Discussion Paper Series 704, Institute of Economic Research, Hitotsubashi University.
    19. Braun, Marius, 2022. "A Real-Options Analysis of Climate Change and International Migration," VfS Annual Conference 2022 (Basel): Big Data in Economics 264006, Verein für Socialpolitik / German Economic Association.

    More about this item

    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:arx:papers:2403.09470. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.