IDEAS home Printed from https://ideas.repec.org/a/spr/jospat/v1y2020i1d10.1007_s43071-020-00007-8.html
   My bibliography  Save this article

Do spatial interactions fuel the climate-conflict vicious cycle? The case of the African continent

Author

Listed:
  • Federica Cappelli

    (University of Roma Tre)

  • Caterina Conigliani

    (University of Roma Tre)

  • Valeria Costantini

    (University of Roma Tre
    GREDEG-UNS)

  • Keti Lelo

    (University of Roma Tre)

  • Anil Markandya

    (Basque Centre for Climate Change (BC3))

  • Elena Paglialunga

    (University of Urbino)

  • Giorgia Sforna

    (ENEA)

Abstract

We propose an analysis of the multiple linkages between violent conflicts, weather-related variables and socio-economic conditions based on an original geo-referenced database covering the entire African continent with a grid resolution of 1° × 1° for the period 1990–2016. We implement a dynamic spatial panel Durbin model that allows us: (1) confirming well-known mechanisms in violent conflicts analysis; (2) assessing the relevance of persistency of violence over time; (3) adding new insights related to the role of spatial relations associated to contagion. In particular, the spatial specification allows us quantifying the contagious effect across space, that persists in a radius of more than 300 km. Weather-related variables seem to play a prominent role in shaping contagion with different strength depending on the temporal horizon adopted. The main implications we derive are twofold: (1) adaptation policies designed for reducing vulnerability of local communities to climate change must be integrated with direct actions for peacekeeping in order to break the persistency of violence over time that is responsible for failures of the adaptation actions themselves; (2) synergies from simultaneous actions developed for different local communities must drive geographical coordination of integrated policies in order to capture the positive elements of cooperation associated to geographical spillovers while breaking violence contagion across neighbours.

Suggested Citation

  • Federica Cappelli & Caterina Conigliani & Valeria Costantini & Keti Lelo & Anil Markandya & Elena Paglialunga & Giorgia Sforna, 2020. "Do spatial interactions fuel the climate-conflict vicious cycle? The case of the African continent," Journal of Spatial Econometrics, Springer, vol. 1(1), pages 1-52, December.
  • Handle: RePEc:spr:jospat:v:1:y:2020:i:1:d:10.1007_s43071-020-00007-8
    DOI: 10.1007/s43071-020-00007-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s43071-020-00007-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s43071-020-00007-8?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yu, Jihai & de Jong, Robert & Lee, Lung-fei, 2008. "Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both n and T are large," Journal of Econometrics, Elsevier, vol. 146(1), pages 118-134, September.
    2. Yu, Jihai & de Jong, Robert & Lee, Lung-fei, 2012. "Estimation for spatial dynamic panel data with fixed effects: The case of spatial cointegration," Journal of Econometrics, Elsevier, vol. 167(1), pages 16-37.
    3. James LeSage & Matthew Dominguez, 2012. "The importance of modeling spatial spillovers in public choice analysis," Public Choice, Springer, vol. 150(3), pages 525-545, March.
    4. Glaser, Stephanie, 2017. "A review of spatial econometric models for count data," Hohenheim Discussion Papers in Business, Economics and Social Sciences 19-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    5. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    6. Jean-François Maystadt & Margherita Calderone & Liangzhi You, 2015. "Local warming and violent conflict in North and South Sudan," Journal of Economic Geography, Oxford University Press, vol. 15(3), pages 649-671.
    7. 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.
    8. Gates, Scott & Hegre, Håvard & Nygård, Håvard Mokleiv & Strand, Håvard, 2012. "Development Consequences of Armed Conflict," World Development, Elsevier, vol. 40(9), pages 1713-1722.
    9. Lambert, Dayton M. & Brown, Jason P. & Florax, Raymond J.G.M., 2010. "A two-step estimator for a spatial lag model of counts: Theory, small sample performance and an application," Regional Science and Urban Economics, Elsevier, vol. 40(4), pages 241-252, July.
    10. Tamat Sarmidi & Siong Hook Law & Yaghoob Jafari, 2014. "Resource Curse: New Evidence on the Role of Institutions," International Economic Journal, Taylor & Francis Journals, vol. 28(1), pages 191-206, March.
    11. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    12. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    13. Bodea, Cristina & Higashijima, Masaaki & Singh, Raju Jan, 2016. "Oil and Civil Conflict: Can Public Spending Have a Mitigation Effect?," World Development, Elsevier, vol. 78(C), pages 1-12.
    14. 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.
    15. Billor, Nedret & Hadi, Ali S. & Velleman, Paul F., 2000. "BACON: blocked adaptive computationally efficient outlier nominators," Computational Statistics & Data Analysis, Elsevier, vol. 34(3), pages 279-298, September.
    16. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    17. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    18. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    19. Roberto Patuelli & Giuseppe Arbia (ed.), 2016. "Spatial Econometric Interaction Modelling," Advances in Spatial Science, Springer, number 978-3-319-30196-9, Fall.
    20. Jean-François Maystadt & Olivier Ecker, 2014. "Extreme Weather and Civil War: Does Drought Fuel Conflict in Somalia through Livestock Price Shocks?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1157-1182.
    21. Frances C. Moore & Delavane B. Diaz, 2015. "Temperature impacts on economic growth warrant stringent mitigation policy," Nature Climate Change, Nature, vol. 5(2), pages 127-131, February.
    22. Paul Collier & V. L. Elliott & Håvard Hegre & Anke Hoeffler & Marta Reynal-Querol & Nicholas Sambanis, 2003. "Breaking the Conflict Trap : Civil War and Development Policy," World Bank Publications - Books, The World Bank Group, number 13938, December.
    23. Federico Belotti & Gordon Hughes & Andrea Piano Mortari, 2017. "Spatial panel-data models using Stata," Stata Journal, StataCorp LP, vol. 17(1), pages 139-180, March.
    24. Frances C. Moore & Delavane B. Diaz, 2015. "Erratum: Temperature impacts on economic growth warrant stringent mitigation policy," Nature Climate Change, Nature, vol. 5(3), pages 280-280, March.
    25. 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.
    26. Lee, Lung-fei & Yu, Jihai, 2010. "A Spatial Dynamic Panel Data Model With Both Time And Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 26(2), pages 564-597, April.
    27. Solomon M. Hsiang & Kyle C. Meng & Mark A. Cane, 2011. "Civil conflicts are associated with the global climate," Nature, Nature, vol. 476(7361), pages 438-441, August.
    28. Tobias Ide, 2017. "Research methods for exploring the links between climate change and conflict," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 8(3), May.
    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. Sara Balestri & Raul Caruso, 2021. "Vulnerability to climate change and communal conflicts: uncovering pathways," DISEIS - Quaderni del Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo dis2103, Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS).
    2. Sara Balestri & Raul Caruso, 2021. "Vulnerability to climate change and communal conflicts: evidence from Sub-Saharan Africa and South/South-East Asia," Working Papers 1016, European Centre of Peace Science, Integration and Cooperation (CESPIC), Catholic University 'Our Lady of Good Counsel'.

    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. 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.
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    3. Crost, Benjamin & Duquennois, Claire & Felter, Joseph H. & Rees, Daniel I., 2018. "Climate change, agricultural production and civil conflict: Evidence from the Philippines," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 379-395.
    4. Papaioannou, Kostadis J. & de Haas, Michiel, 2017. "Weather Shocks and Agricultural Commercialization in Colonial Tropical Africa: Did Cash Crops Alleviate Social Distress?," World Development, Elsevier, vol. 94(C), pages 346-365.
    5. Damette, Olivier & Goutte, Stéphane, 2023. "Beyond climate and conflict relationships: New evidence from a Copula-based analysis on an historical perspective," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 295-323.
    6. Breckner, Miriam & Sunde, Uwe, 2019. "Temperature extremes, global warming, and armed conflict: new insights from high resolution data," World Development, Elsevier, vol. 123(C), pages 1-1.
    7. Roger Bivand & Giovanni Millo & Gianfranco Piras, 2021. "A Review of Software for Spatial Econometrics in R," Mathematics, MDPI, vol. 9(11), pages 1-40, June.
    8. Martin-Shields, Charles P. & Stojetz, Wolfgang, 2019. "Food security and conflict: Empirical challenges and future opportunities for research and policy making on food security and conflict," World Development, Elsevier, vol. 119(C), pages 150-164.
    9. Baysan, Ceren & Burke, Marshall & González, Felipe & Hsiang, Solomon & Miguel, Edward, 2019. "Non-economic factors in violence: Evidence from organized crime, suicides and climate in Mexico," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 434-452.
    10. Liang, Weidong & Sim, Nicholas, 2019. "Did rainfall shocks cause civil conflict in Sub-Saharan Africa? The implications of data revisions," European Journal of Political Economy, Elsevier, vol. 60(C).
    11. Goyette, Jonathan & Smaoui, Maroua, 2022. "Low agricultural potential exacerbates the effect of temperature on civil conflicts," Ecological Economics, Elsevier, vol. 192(C).
    12. Stoop, Nik & Verpoorten, Marijke & van der Windt, Peter, 2019. "Artisanal or industrial conflict minerals? Evidence from Eastern Congo," World Development, Elsevier, vol. 122(C), pages 660-674.
    13. 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).
    14. Eoin McGuirk & Marshall Burke, 2020. "The Economic Origins of Conflict in Africa," Journal of Political Economy, University of Chicago Press, vol. 128(10), pages 3940-3997.
    15. Jonathan Goyette & Maroua Smaoui, 2019. "Civil armed conflicts: the impact of the interaction between climate change and agricultural potential," RIEEM Discussion Paper Series 1903, Research Institute for Environmental Economics and Management, Waseda University.
    16. Andrew M. Linke & Frank D. W. Witmer & John O’Loughlin & J. Terrence McCabe & Jaroslav Tir, 2018. "Drought, Local Institutional Contexts, and Support for Violence in Kenya," Journal of Conflict Resolution, Peace Science Society (International), vol. 62(7), pages 1544-1578, August.
    17. Nicolas Gatti & Kathy Baylis & Benjamin Crost, 2021. "Can Irrigation Infrastructure Mitigate the Effect of Rainfall Shocks on Conflict? Evidence from Indonesia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 211-231, January.
    18. Taşpınar, Süleyman & Doğan, Osman & Bera, Anil K., 2017. "GMM gradient tests for spatial dynamic panel data models," Regional Science and Urban Economics, Elsevier, vol. 65(C), pages 65-88.
    19. Sofia Castro Vargas, 2021. "Subiendo la temperatura: el calentamiento de los océanos y su efecto en el conflicto armado en Filipinas," Documentos CEDE 19458, Universidad de los Andes, Facultad de Economía, CEDE.
    20. Lu, Yifan & Yamazaki, Satoshi, 2023. "Fish to fight: Does catching more fish increase conflicts in Indonesia?," World Development, Elsevier, vol. 170(C).

    More about this item

    Keywords

    Climate change; Violent conflicts; Africa; Geographical spillovers; Dynamic panel spatial Durbin model;
    All these keywords.

    JEL classification:

    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:spr:jospat:v:1:y:2020:i:1:d:10.1007_s43071-020-00007-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.