IDEAS home Printed from https://ideas.repec.org/a/spr/jeicoo/v9y2014i2p275-309.html
   My bibliography  Save this article

A multi-agent model of a low income economy: simulating the distributional effects of natural disasters

Author

Listed:
  • Ali Naqvi
  • Miriam Rehm

Abstract

This paper develops an agent-based model of a stylized low income region in order to study the impact of natural disasters on population displacement, income, prices, and consumption with a focus on distributions and coping strategies of low income groups. Key features of the model include the integration of decentralized markets into a full economy in a spatially explicit way and the analysis of short-run adjustment processes. The model is calibrated to a low income region of rural agrarian Pakistan that faced severe floods in 2010. Dynamic adaptation by agents in response to falling income includes migrating and running down savings. Despite these consumption smoothing strategies, some low income groups are vulnerable to starvation. The paper showcases two hypothetical policy scenarios, a cash and a food transfer program, and tracks their effects on the welfare of low income groups in the economy. Copyright Springer-Verlag Berlin Heidelberg 2014

Suggested Citation

  • Ali Naqvi & Miriam Rehm, 2014. "A multi-agent model of a low income economy: simulating the distributional effects of natural disasters," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 9(2), pages 275-309, October.
  • Handle: RePEc:spr:jeicoo:v:9:y:2014:i:2:p:275-309
    DOI: 10.1007/s11403-014-0137-1
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11403-014-0137-1
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11403-014-0137-1?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. Fafchamps, Marcel & Udry, Christopher & Czukas, Katherine, 1998. "Drought and saving in West Africa: are livestock a buffer stock?," Journal of Development Economics, Elsevier, vol. 55(2), pages 273-305, April.
    2. Baland, Jean-Marie & Dreze, Jean & Leruth, Luc, 1999. "Daily wages and piece rates in agrarian economies," Journal of Development Economics, Elsevier, vol. 59(2), pages 445-461, August.
    3. Stefan Dercon & Pramila Krishnan, 2003. "Food aid and informal insurance," CSAE Working Paper Series 2003-01, Centre for the Study of African Economies, University of Oxford.
    4. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    5. Marcel Fafchamps & Forhad Shilpi, 2013. "Determinants of the Choice of Migration Destination," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 388-409, June.
    6. Foley Duncan K., 1994. "A Statistical Equilibrium Theory of Markets," Journal of Economic Theory, Elsevier, vol. 62(2), pages 321-345, April.
    7. Akhand Akhtar Hossain, 2008. "Rural Labour Market Developments, Agricultural Productivity, and Real Wages in Bangladesh, 1950–2006," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(1), pages 89-114.
    8. Kurosaki, Takashi & Fafchamps, Marcel, 2002. "Insurance market efficiency and crop choices in Pakistan," Journal of Development Economics, Elsevier, vol. 67(2), pages 419-453, April.
    9. Carter, Michael R. & Little, Peter D. & Mogues, Tewodaj & Negatu, Workneh, 2007. "Poverty Traps and Natural Disasters in Ethiopia and Honduras," World Development, Elsevier, vol. 35(5), pages 835-856, May.
    10. Paul L. Borrill & Leigh Tesfatsion, 2011. "Agent-based Modeling: The Right Mathematics for the Social Sciences?," Chapters, in: John B. Davis & D. Wade Hands (ed.), The Elgar Companion to Recent Economic Methodology, chapter 11, Edward Elgar Publishing.
    11. Dosi, Giovanni & Fagiolo, Giorgio & Roventini, Andrea, 2010. "Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1748-1767, September.
    12. Nigel Gilbert & Pietro Terna, 2000. "How to build and use agent-based models in social science," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 1(1), pages 57-72, March.
    13. Paul Dorosh & Abdul Salam, 2008. "Wheat Markets and Price Stabilisation in Pakistan: An Analysis of Policy Options," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(1), pages 71-87.
    14. Raberto, Marco & Teglio, Andrea & Cincotti, Silvano, 2012. "Debt, deleveraging and business cycles: An agent-based perspective," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-49.
    15. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    16. Narayanan K & Unmesh Patnaik, 2010. "Vulnerability and Coping to Disasters: A Study of Household Behaviour in Flood Prone Region of India," Working Papers id:2470, eSocialSciences.
    17. Satoshi Tsuchiya & Hirokazu Tatano & Norio Okada, 2007. "Economic Loss Assessment due to Railroad and Highway Disruptions," Economic Systems Research, Taylor & Francis Journals, vol. 19(2), pages 147-162.
    18. Dominic R. Kniveton & Christopher D. Smith & Richard Black, 2012. "Emerging migration flows in a changing climate in dryland Africa," Nature Climate Change, Nature, vol. 2(6), pages 444-447, June.
    19. Samia Amin & Markus Goldstein, 2008. "Data Against Natural Disasters : Establishing Effective Systems for Relief, Recovery, and Reconstruction," World Bank Publications - Books, The World Bank Group, number 6511, December.
    20. Janet Currie & Firouz Gahvari, 2008. "Transfers in Cash and In-Kind: Theory Meets the Data," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 333-383, June.
    21. World Bank, 2010. "Food Price Increases in South Asia : National Responses and Regional Dimensions," World Bank Publications - Reports 2885, The World Bank Group.
    22. Stéphane Hallegatte, 2014. "Modeling the Role of Inventories and Heterogeneity in the Assessment of the Economic Costs of Natural Disasters," Risk Analysis, John Wiley & Sons, vol. 34(1), pages 152-167, January.
    23. Alfarano, Simone & Lux, Thomas & Wagner, Friedrich, 2008. "Time variation of higher moments in a financial market with heterogeneous agents: An analytical approach," Journal of Economic Dynamics and Control, Elsevier, vol. 32(1), pages 101-136, January.
    24. Peter Gordon & James E. Moore & Harry W. Richardson & Masanobu Shinozuka & Donghwan An & Sungbin Cho, 2004. "Earthquake Disaster Mitigation for Urban Transportation Systems: An Integrated Methodology that Builds on the Kobe and Northridge Experiences," Advances in Spatial Science, in: Yasuhide Okuyama & Stephanie E. Chang (ed.), Modeling Spatial and Economic Impacts of Disasters, chapter 11, pages 205-232, Springer.
    25. Albin, Peter & Foley, Duncan K., 1992. "Decentralized, dispersed exchange without an auctioneer : A simulation study," Journal of Economic Behavior & Organization, Elsevier, vol. 18(1), pages 27-51, June.
    26. Marcel Fafchamps & Forhad Shilpi, 2013. "Determinants of the Choice of Migration Destination," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 388-409, 06.
    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. Yingxin Chen & Jing Zhang & Zhaoguo Wang & Pandu R. Tadikamalla, 2020. "Research on the Construction of a Natural Hazard Emergency Relief Alliance Based on the Public Participation Degree," Sustainability, MDPI, vol. 12(7), pages 1-17, March.
    2. Trond G. Husby & Elco E. Koks, 2017. "Household migration in disaster impact analysis: incorporating behavioural responses to risk," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 87(1), pages 287-305, May.
    3. Anna Klabunde & Frans Willekens, 2016. "Decision-Making in Agent-Based Models of Migration: State of the Art and Challenges," European Journal of Population, Springer;European Association for Population Studies, vol. 32(1), pages 73-97, February.
    4. Asjad Naqvi & Franziska Gaupp & Stefan Hochrainer-Stigler, 2020. "The risk and consequences of multiple breadbasket failures: an integrated copula and multilayer agent-based modeling approach," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 42(3), pages 727-754, September.
    5. Mohd Shahidan Shaari & Zulkefly Abdul Karim & Noorazeela Zainol Abidin, 2020. "The Effects of Energy Consumption and National Output on CO 2 Emissions: New Evidence from OIC Countries Using a Panel ARDL Analysis," Sustainability, MDPI, vol. 12(8), pages 1-12, April.
    6. Nabila Abid & Jianzu Wu & Fayyaz Ahmad & Muhammad Umar Draz & Abbas Ali Chandio & Hui Xu, 2020. "Incorporating Environmental Pollution and Human Development in the Energy-Growth Nexus: A Novel Long Run Investigation for Pakistan," IJERPH, MDPI, vol. 17(14), pages 1-22, July.
    7. Alsaleh, Mohd & Yang, Zhengyong & Chen, Tinggui & Wang, Xiaohui & Abdul-Rahim, Abdul Samad & Mahmood, Haider, 2023. "Moving toward environmental sustainability: Assessing the influence of geothermal power on carbon dioxide emissions," Renewable Energy, Elsevier, vol. 202(C), pages 880-893.
    8. Alys McAlpine & Ligia Kiss & Cathy Zimmerman & Zaid Chalabi, 2021. "Agent-based modeling for migration and modern slavery research: a systematic review," Journal of Computational Social Science, Springer, vol. 4(1), pages 243-332, May.
    9. Abdul Mansoor & Baserat Sultana, 2018. "Impact of Population, GDP and Energy Consumption on Carbon Emissions: Evidence from Pakistan Using an Analytic Tool IPAT," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 5(2), pages 183-190.
    10. Matteo Coronese & Davide Luzzati, 2022. "Economic impacts of natural hazards and complexity science: a critical review," LEM Papers Series 2022/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    11. Florian Chávez-Juárez, 2017. "On the Role of Agent-based Modeling in the Theory of Development Economics," Review of Development Economics, Wiley Blackwell, vol. 21(3), pages 713-730, August.
    12. Xiaohui Wang & Mohd Alsaleh, 2023. "Determinants of Geothermal Power Sustainability Development: Do Global Competitiveness Markets Matter?," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    13. Naqvi, Asjad, 2017. "Deep Impact: Geo-Simulations as a Policy Toolkit for Natural Disasters," World Development, Elsevier, vol. 99(C), pages 395-418.
    14. Mohd Alsaleh & Xiaohui Wang, 2023. "How Does Information and Communication Technology Affect Geothermal Energy Sustainability?," Sustainability, MDPI, vol. 15(2), pages 1-21, January.

    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. Naqvi, Asjad, 2017. "Deep Impact: Geo-Simulations as a Policy Toolkit for Natural Disasters," World Development, Elsevier, vol. 99(C), pages 395-418.
    2. Matteo Coronese & Davide Luzzati, 2022. "Economic impacts of natural hazards and complexity science: a critical review," LEM Papers Series 2022/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Jin, Ling & Chen, Kevin Z. & Yu, Bingxin & Filipski, Mateusz, 2015. "Farmers' Coping Strategies against an Aggregate Shock: Evidence from the 2008 Sichuan Earthquake," 2015 Conference, August 9-14, 2015, Milan, Italy 211814, International Association of Agricultural Economists.
    4. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    5. Noy, Ilan & Karim, Azreen, 2013. "Poverty, inequality and natural disasters – A survey," Working Paper Series 18793, Victoria University of Wellington, School of Economics and Finance.
    6. Sawada, Yasuyuki & Takasaki, Yoshito, 2017. "Natural Disaster, Poverty, and Development: An Introduction," World Development, Elsevier, vol. 94(C), pages 2-15.
    7. Noy, Ilan & Karim, Azreen, 2013. "Poverty, inequality and natural disasters – A survey," Working Paper Series 2974, Victoria University of Wellington, School of Economics and Finance.
    8. Azreen Karim & Ilan Noy, 2016. "Poverty And Natural Disasters — A Qualitative Survey Of The Empirical Literature," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(01), pages 1-36, March.
    9. van Bergeijk, P.A.G. & Lazzaroni, S., 2013. "Macroeconomics of natural disasters," ISS Working Papers - General Series 50075, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    10. Luca Riccetti & Alberto Russo & Mauro Gallegati, 2015. "An agent based decentralized matching macroeconomic model," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 10(2), pages 305-332, October.
    11. Gignoux, Jérémie & Menéndez, Marta, 2016. "Benefit in the wake of disaster: Long-run effects of earthquakes on welfare in rural Indonesia," Journal of Development Economics, Elsevier, vol. 118(C), pages 26-44.
    12. Iman Rahimi Aloughareh & Mohsen Ghafory Ashtiany & Kiarash Nasserasadi, 2016. "An Integrated Methodology For Regional Macroeconomic Loss Estimation Of Earthquake: A Case Study Of Tehran," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(04), pages 1-24, September.
    13. Otto, Christian & Willner, Sven Norman & Wenz, Leonie & Frieler, Katja & Levermann, Anders, 2017. "Modeling loss-propagation in the global supply network: The dynamic agent-based model acclimate," OSF Preprints 7yyhd, Center for Open Science.
    14. Ricetti, Luca & Russo, Alberto & Gallegati, Mauro, 2013. "Unemployment benefits and financial leverage in an agent based macroeconomic model," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-44.
    15. Becchetti, Leonardo & Castriota, Stefano & Conzo, Pierluigi, 2017. "Disaster, Aid, and Preferences: The Long-run Impact of the Tsunami on Giving in Sri Lanka," World Development, Elsevier, vol. 94(C), pages 157-173.
    16. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    17. Eduardo Rodrigues-Oreggia, 2010. "The Impact of Natural Disasters on Human Development and Poverty at the Municipal Level in Mexico," CID Working Papers 43, Center for International Development at Harvard University.
    18. Flaminio Squazzoni, 2010. "The impact of agent-based models in the social sciences after 15 years of incursions," History of Economic Ideas, Fabrizio Serra Editore, Pisa - Roma, vol. 18(2), pages 197-234.
    19. Matthew A. COLE & Robert J R ELLIOTT & OKUBO Toshihiro & Eric STROBL, 2013. "Natural Disasters and Plant Survival: The impact of the Kobe earthquake," Discussion papers 13063, Research Institute of Economy, Trade and Industry (RIETI).
    20. Letta, Marco & Montalbano, Pierluigi & Tol, Richard S.J., 2018. "Temperature shocks, short-term growth and poverty thresholds: Evidence from rural Tanzania," World Development, Elsevier, vol. 112(C), pages 13-32.

    More about this item

    Keywords

    Agent-based model; Natural disasters; Consumption smoothing; Distributions; Migration; Q54; C63; O15;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:jeicoo:v:9:y:2014:i:2:p:275-309. 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.