IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v98y2019ics009506961830651x.html
   My bibliography  Save this article

Estimating the direct and indirect impact of typhoons on plant performance: Evidence from Chinese manufacturers

Author

Listed:
  • Elliott, Robert J.R.
  • Liu, Yi
  • Strobl, Eric
  • Tong, Meng

Abstract

We quantify the impact of typhoons on manufacturing plants in China. To this end we construct a panel data set of precisely geo-located plants and a plant-level measure of typhoon damage derived from storm track data and a wind field model. Our econometric results reveal that the impact on plant sales can be considerable, although the effects are relatively short-lived. Annual total costs to Chinese plants from typhoons are estimated to be in the range of US$ 3.2 billion (2017 prices), or about 1 per cent of average turnover. When we examine the channels by which plants react to a storm event we find that there is some buffering through an increase in debt and a reduction in liquidity. In terms of propagating the shock through foreign or domestic channels, our estimates suggest that plants prefer to reduce sales to domestic buyers more than foreign buyers and purchases from foreign rather than domestic suppliers. We also find some evidence of a negative indirect effect on turnover through spillovers from customers and a positive effect through damage to very nearby competitors.

Suggested Citation

  • Elliott, Robert J.R. & Liu, Yi & Strobl, Eric & Tong, Meng, 2019. "Estimating the direct and indirect impact of typhoons on plant performance: Evidence from Chinese manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:jeeman:v:98:y:2019:i:c:s009506961830651x
    DOI: 10.1016/j.jeem.2019.102252
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S009506961830651X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2019.102252?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. Kirchberger, Martina, 2017. "Natural disasters and labor markets," Journal of Development Economics, Elsevier, vol. 125(C), pages 40-58.
    2. Serafeim Polyzos, 2012. "The Evolution and Spatial Dynamics of Coastal Cities in Greece," Chapters, in: Serafeim Polyzos (ed.), Urban Development, IntechOpen.
    3. Henriet, Fanny & Hallegatte, Stéphane & Tabourier, Lionel, 2012. "Firm-network characteristics and economic robustness to natural disasters," Journal of Economic Dynamics and Control, Elsevier, vol. 36(1), pages 150-167.
    4. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 379-436.
    5. Alejandro Valle & Robert J. R. Elliott & Eric Strobl & Meng Tong, 2018. "The Short-Term Economic Impact of Tropical Cyclones: Satellite Evidence from Guangdong Province," Economics of Disasters and Climate Change, Springer, vol. 2(3), pages 225-235, October.
    6. Jun Wang, 2010. "Catastrophe Insurance Policy for China," World Bank Publications - Reports 10127, The World Bank Group.
    7. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    8. Noy, Ilan & duPont IV, William, 2016. "The long-term consequences of natural disasters — A summary of the literature," Working Paper Series 4981, Victoria University of Wellington, School of Economics and Finance.
    9. Mihaela Craioveanu & Dek Terrell, 2016. "The Impact of Storms on Firm Survival: A Bayesian Spatial Econometric Model for Firm Survival," Advances in Econometrics, in: Spatial Econometrics: Qualitative and Limited Dependent Variables, volume 37, pages 81-118, Emerald Group Publishing Limited.
    10. Eric Strobl, 2011. "The Economic Growth Impact of Hurricanes: Evidence from U.S. Coastal Counties," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 575-589, May.
    11. Ding Ke, 2012. "Market Platforms, Industrial Clusters and Small Business Dynamics," Books, Edward Elgar Publishing, number 14950.
    12. F. Coelli & P. Manasse, 2014. "The impact of floods on firms' performance," Working Papers wp946, Dipartimento Scienze Economiche, Universita' di Bologna.
    13. Christina Paxson & Cecilia Rouse, 2008. "Returning to New Orleans after Hurricane Katrina," Working Papers 1052, Princeton University, Department of Economics, Center for Economic Policy Studies..
    14. Hayakawa, Kazunobu & Matsuura, Toshiyuki & Okubo, Fumihiro, 2015. "Firm-level impacts of natural disasters on production networks: Evidence from a flood in Thailand," Journal of the Japanese and International Economies, Elsevier, vol. 38(C), pages 244-259.
    15. Tanaka, Ayumu, 2015. "The impacts of natural disasters on plants' growth: Evidence from the Great Hanshin-Awaji (Kobe) earthquake," Regional Science and Urban Economics, Elsevier, vol. 50(C), pages 31-41.
    16. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    17. Yi Lixin & Ge Lingling & Zhao Dong & Zhou Junxue & Gao Zhanwu, 2012. "An analysis on disasters management system in China," 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. 60(2), pages 295-309, January.
    18. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    19. Chen, Xiaoguang & Yang, Lu, 2019. "Temperature and industrial output: Firm-level evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 257-274.
    20. Tam B. Vu & Ilan Noy, 2018. "Natural Disasters and Firms in Vietnam," Pacific Economic Review, Wiley Blackwell, vol. 23(3), pages 426-452, August.
    21. Elliott, Robert J.R. & Strobl, Eric & Sun, Puyang, 2015. "The local impact of typhoons on economic activity in China: A view from outer space," Journal of Urban Economics, Elsevier, vol. 88(C), pages 50-66.
    22. repec:pri:cepsud:168rouse is not listed on IDEAS
    23. Loayza, Norman V. & Olaberría, Eduardo & Rigolini, Jamele & Christiaensen, Luc, 2012. "Natural Disasters and Growth: Going Beyond the Averages," World Development, Elsevier, vol. 40(7), pages 1317-1336.
    24. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    25. Christina Paxson & Cecilia Rouse, 2008. "Returning to New Orleans after Hurricane Katrina," Working Papers 1126, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    26. 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.
    27. James P. LeSage & R. Kelley Pace & Nina Lam & Richard Campanella & Xingjian Liu, 2011. "New Orleans business recovery in the aftermath of Hurricane Katrina," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(4), pages 1007-1027, October.
    28. Felbermayr, Gabriel & Gröschl, Jasmin, 2014. "Naturally negative: The growth effects of natural disasters," Journal of Development Economics, Elsevier, vol. 111(C), pages 92-106.
    29. Martin Gassebner & Alexander Keck & Robert Teh, 2010. "Shaken, Not Stirred: The Impact of Disasters on International Trade," Review of International Economics, Wiley Blackwell, vol. 18(2), pages 351-368, May.
    30. INOUE Hiroyasu & TODO Yasuyuki, 2017. "Propagation of Negative Shocks through Firm Networks: Evidence from simulation on comprehensive supply chain data," Discussion papers 17044, Research Institute of Economy, Trade and Industry (RIETI).
    31. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    32. Laura Bakkensen & Lint Barrage, 2018. "Climate Shocks and Economic Growth: Bridging the Micro-Macro Gap," 2018 Meeting Papers 1198, Society for Economic Dynamics.
    33. Strobl, Eric, 2012. "The economic growth impact of natural disasters in developing countries: Evidence from hurricane strikes in the Central American and Caribbean regions," Journal of Development Economics, Elsevier, vol. 97(1), pages 130-141.
    34. Andrea Leiter & Harald Oberhofer & Paul Raschky, 2009. "Creative Disasters? Flooding Effects on Capital, Labour and Productivity Within European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 333-350, July.
    35. repec:pri:cheawb:paxson_rouse_katrina_returns is not listed on IDEAS
    36. Laura Bakkensen & Lint Barrage, 2018. "Climate Shocks, Cyclones, and Economic Growth: Bridging the Micro-Macro Gap," NBER Working Papers 24893, National Bureau of Economic Research, Inc.
    37. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    38. Jesús Crespo Cuaresma & Jaroslava Hlouskova & Michael Obersteiner, 2008. "Natural Disasters As Creative Destruction? Evidence From Developing Countries," Economic Inquiry, Western Economic Association International, vol. 46(2), pages 214-226, April.
    39. Nobuaki Hamaguchi, 2013. "Market Platforms, Industrial Clusters and Small Business Dynamics: Specialized Markets in China by Ding Ke , Cheltenham : Edward Elgar , 2012 , ix + 238 pp," The Developing Economies, Institute of Developing Economies, vol. 51(2), pages 219-222, June.
    40. Mitsuyo ANDO & Fukunari KIMURA, 2012. "How Did the Japanese Exports Respond to Two Crises in the International Production Network?: The Global Financial Crisis and the East Japan Earthquake," Working Papers DP-2012-01, Economic Research Institute for ASEAN and East Asia (ERIA).
    41. Upward, Richard & Wang, Zheng & Zheng, Jinghai, 2013. "Weighing China’s export basket: The domestic content and technology intensity of Chinese exports," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 527-543.
    42. Solomon M. Hsiang & Amir S. Jina, 2014. "The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence From 6,700 Cyclones," NBER Working Papers 20352, National Bureau of Economic Research, Inc.
    43. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    44. Suresh De Mel & David McKenzie & Christopher Woodruff, 2012. "Enterprise Recovery Following Natural Disasters," Economic Journal, Royal Economic Society, vol. 122(559), pages 64-91, March.
    45. Albala-Bertrand, J. M., 1993. "Political Economy of Large Natural Disasters: With Special Reference to Developing Countries," OUP Catalogue, Oxford University Press, number 9780198287650.
    46. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2014. "Challenges of working with the Chinese NBS firm-level data," China Economic Review, Elsevier, vol. 30(C), pages 339-352.
    47. Christina Paxson & Cecilia Elena Rouse, 2008. "Returning to New Orleans after Hurricane Katrina," American Economic Review, American Economic Association, vol. 98(2), pages 38-42, May.
    48. Ahlerup, Pelle, 2013. "Are Natural Disasters Good for Economic Growth?," Working Papers in Economics 553, University of Gothenburg, Department of Economics.
    49. Mitsuyo Ando & Fukunari Kimura, 2012. "How did the Japanese Exports Respond to Two Crises in the International Production Networks? The Global Financial Crisis and the Great East Japan Earthquake," Asian Economic Journal, East Asian Economic Association, vol. 26(3), pages 261-287, September.
    50. repec:pri:indrel:dsp0173666450b is not listed on IDEAS
    51. Christina Paxson & Cecilia E. Rouse, 2008. "Returning to New Orleans after Hurricane Katrina," Working Papers 1043, Princeton University, Department of Economics, Industrial Relations Section..
    52. Matthew A Cole & Robert J R Elliott & Toshihiro Okubo & Eric Strobl, 2019. "Natural disasters and spatial heterogeneity in damages: the birth, life and death of manufacturing plants," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 373-408.
    53. Christina Paxson & Cecilia Rouse, 2008. "Returning to New Orleans after Hurricane Katrina," Working Papers 1052, Princeton University, Department of Economics, Center for Economic Policy Studies..
    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. Lehr, Jakob & Rehdanz, Katrin, 2021. "The Effect of Temperature on Energy Use and CO2 Emissions in the German Industry," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242373, Verein für Socialpolitik / German Economic Association.
    2. Adachi, Daisuke & Nakata, Hiroyuki & Sawada, Yasuyuki & Sekiguchi, Kunio, 2023. "Adverse selection and moral hazard in corporate insurance markets: Evidence from the 2011 Thailand floods," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 376-386.
    3. Farzana Hossain & Reshad N. Ahsan, 2022. "When it Rains, it Pours: Estimating the Spatial Spillover Effect of Rainfall," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(2), pages 327-354, June.
    4. Xiaojia Bao & Puyang Sun & Jianan Li, 2023. "The impacts of tropical storms on food prices: Evidence from China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(2), pages 576-596, March.
    5. Hayato Kato & Toshihiro Okubo, 2022. "The Resilience of FDI to Natural Disasters Through Industrial Linkages," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(1), pages 177-225, May.
    6. Barattieri, Alessandro & Borda, Patrice & Brugnoli, Alberto & Pelli, Martino & Tschopp, Jeanne, 2023. "The short-run, dynamic employment effects of natural disasters: New insights from Puerto Rico," Ecological Economics, Elsevier, vol. 205(C).
    7. Stephan Schneider & Sven Kunze, 2021. "Disastrous Discretion: Ambiguous Decision Situations Foster Political Favoritism," KOF Working papers 21-491, KOF Swiss Economic Institute, ETH Zurich.
    8. Lin, Youhong & Liu, Feng & Xu, Peng, 2021. "Long-term effects of early-life exposure to tropical cyclones," China Economic Review, Elsevier, vol. 69(C).
    9. Pelli, Martino & Tschopp, Jeanne & Bezmaternykh, Natalia & Eklou, Kodjovi M., 2023. "In the eye of the storm: Firms and capital destruction in India," Journal of Urban Economics, Elsevier, vol. 134(C).
    10. Martino Pelli & Jeanne Tschopp & Natalia Bezmaternykh & Kodjovi M Eklou, 2019. "In the Eye of the Storm: Firms and Capital Destruction in India," Cahiers de recherche 11-2019, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    11. Florian Léon, 2020. "Firm growth in developing countries: Driven by external shocks or internal characteristics?," Working Papers hal-03004383, HAL.
    12. Martino Pelli & Jeanne Tschopp & Natalia Bezmaternykh & Kodjovi M Eklou, 2020. "In the Eye of the Storm: Firms, Putty-Clay and Capital Destruction," Diskussionsschriften dp2012, Universitaet Bern, Departement Volkswirtschaft.
    13. Sven Kunze, 2021. "Unraveling the Effects of Tropical Cyclones on Economic Sectors Worldwide: Direct and Indirect Impacts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(4), pages 545-569, April.
    14. Alves, Pedro Jorge & Lima, Ricardo Carvalho de Andrade & Emanuel, Lucas, 2022. "Natural disasters and establishment performance: Evidence from the 2011 Rio de Janeiro Landslides," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    15. Tetsuji Okazaki & Toshihiro Okubo & Eric Strobl, 2020. "The Bright and Dark Side of Financial Support from Local and Central Banks after a Natural Disaster: Evidence from the Great Kanto Earthquake, 1923 Japan," Keio-IES Discussion Paper Series 2020-001, Institute for Economics Studies, Keio University.
    16. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03908250, HAL.
    17. Mathews, Shilpita & Surminski, Swenja & Roezer, Viktor, 2021. "The risk of corporate lock-in to future physical climate risks: the case of flood risk in England and Wales," LSE Research Online Documents on Economics 112801, London School of Economics and Political Science, LSE Library.
    18. Kunze, Sven, 2020. "Unraveling the effects of tropical cyclones on economic sectors worldwide," Working Papers 0685, University of Heidelberg, Department of Economics.
    19. Johar, Meliyanni & Johnston, David W. & Shields, Michael A. & Siminski, Peter & Stavrunova, Olena, 2022. "The economic impacts of direct natural disaster exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 26-39.
    20. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Documents de travail du Centre d'Economie de la Sorbonne 22024, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    21. Jasmin Gröschl & Alexander Sandkamp, 2023. "Flood Events and Plant Level Trade: A Chinese Experience," ifo Working Paper Series 389, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    22. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Post-Print halshs-03908250, HAL.
    23. Robert Reinhardt, 2022. "Shaking up Foreign Finance: FDI in a Post-Disaster World," Working Papers halshs-03908250, HAL.
    24. Mathews, Shilpita & Surminski, Swenja & Roezer, Viktor, 2021. "The risk of corporate lock-in to future physical climate risks: the case of flood risk in England and Wales," LSE Research Online Documents on Economics 112807, London School of Economics and Political Science, LSE Library.
    25. Mahieu, Jeroen, 2020. "Creative Destruction? Local Business Conditions and the Earnings of Employees at Startups," MPRA Paper 98557, 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. Jasmin Gröschl & Alexander Sandkamp, 2023. "Flood Events and Plant Level Trade: A Chinese Experience," ifo Working Paper Series 389, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    2. Sven Kunze, 2021. "Unraveling the Effects of Tropical Cyclones on Economic Sectors Worldwide: Direct and Indirect Impacts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(4), pages 545-569, April.
    3. Kunze, Sven, 2020. "Unraveling the effects of tropical cyclones on economic sectors worldwide," Working Papers 0685, University of Heidelberg, Department of Economics.
    4. Hayato Kato & Toshihiro Okubo, 2022. "The Resilience of FDI to Natural Disasters Through Industrial Linkages," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(1), pages 177-225, May.
    5. Toshihiro Okubo & Eric Strobl, 2021. "Natural disasters, firm survival, and growth: Evidence from the Ise Bay Typhoon, Japan," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 944-970, November.
    6. Fujin Zhou & Wouter Botzen, 2021. "Firm Level Evidence of Disaster Impacts on Growth in Vietnam," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(2), pages 277-322, June.
    7. Strobl, Eric, 2019. "The Impact of Typhoons on Economic Activity in the Philippines: Evidence from Nightlight Intensity," ADB Economics Working Paper Series 589, Asian Development Bank.
    8. Ferreira, Susana, 2024. "Extreme Weather Events and Climate Change: Economic Impacts and Adaptation Policies," IZA Discussion Papers 16715, Institute of Labor Economics (IZA).
    9. Barattieri, Alessandro & Borda, Patrice & Brugnoli, Alberto & Pelli, Martino & Tschopp, Jeanne, 2023. "The short-run, dynamic employment effects of natural disasters: New insights from Puerto Rico," Ecological Economics, Elsevier, vol. 205(C).
    10. Pelli, Martino & Tschopp, Jeanne & Bezmaternykh, Natalia & Eklou, Kodjovi M., 2023. "In the eye of the storm: Firms and capital destruction in India," Journal of Urban Economics, Elsevier, vol. 134(C).
    11. Graff Zivin, Joshua & Liao, Yanjun & Panassié, Yann, 2023. "How hurricanes sweep up housing markets: Evidence from Florida," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    12. Johar, Meliyanni & Johnston, David W. & Shields, Michael A. & Siminski, Peter & Stavrunova, Olena, 2022. "The economic impacts of direct natural disaster exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 26-39.
    13. Miao, Qing & Popp, David, 2014. "Necessity as the mother of invention: Innovative responses to natural disasters," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 280-295.
    14. F. Zhou & W.J.W. Botzen, 2017. "The Impact of Natural Disasters on Firm Growth in Vietnam:: Interaction with Financial Constraints," Working Papers 17-20, Utrecht School of Economics.
    15. Matthew Ranson & Lisa Tarquinio & Audrey Lew, 2016. "Modeling the Impact of Climate Change on Extreme Weather Losses," NCEE Working Paper Series 201602, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised May 2016.
    16. Vinzenz Peters & Jingtian Wang & Mark Sanders, 2023. "Resilience to extreme weather events and local financial structure of prefecture-level cities in China," Climatic Change, Springer, vol. 176(9), pages 1-21, September.
    17. Adriana Kocornik-Mina & Thomas K. J. McDermott & Guy Michaels & Ferdinand Rauch, 2020. "Flooded Cities," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 35-66, April.
    18. Heger, Martin Philipp & Neumayer, Eric, 2019. "The impact of the Indian Ocean tsunami on Aceh’s long-term economic growth," Journal of Development Economics, Elsevier, vol. 141(C).
    19. Idriss Fontaine & Sabine Garabedian & David Nortes Martínez & Hélène Vérèmes, 2021. "Tropical Cyclones and Fertility : New Evidence from Madagascar," Working Papers hal-03243455, HAL.
    20. Juan Jose Miranda & Oscar A. Ishizawa & Hongrui Zhang, 2020. "Understanding the Impact Dynamics of Windstorms on Short-Term Economic Activity from Night Lights in Central America," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 657-698, October.

    More about this item

    Keywords

    China; Typhoons; Wind field model; Plants; Economic impact;
    All these keywords.

    JEL classification:

    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • 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:eee:jeeman:v:98:y:2019:i:c:s009506961830651x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    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.