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The Subnational Effect of Temperature on Economic Production: A Disaggregated Analysis in European Regions

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  • Holtermann, Linus
  • Rische, Marie-Christin

Abstract

In order to develop efficient strategies to counter the adverse economic consequences of climate change, accurate and spatially detailed assessments of economic damage are required. Estimates to assess the impact of temperature variations on macroeconomic output are usually based on country-level weather aggregates, neglecting that weather realizations tend to vary significantly within countries. Using data from multiple decades for spatially small-scaled European regions, we conduct a disaggregated analysis to mitigate the potential bias arising from spatial aggregation. We examine the economic impacts of temperature by analysing annual variations in two different weather indicators, namely yearly averages representing rise in temperature levels and standardized deviations from the region-specific climate norm representing unusual warm and cold periods. Our spatially explicit approach considers spatial dynamics and the spatial distribution of temperature effects as it captures spatial dependence via spillovers and allows for potential heterogeneous effects sizes for distinct spatial regimes. We find that regional-level growth reacts non-linearly to a rise in temperature levels, with a concave response curve similar to those estimated in earlier country-level studies. Interestingly, baseline temperature levels also moderate the effects of temperature deviations as unusually hot years adversely affect warm regions, whereas overly cold years foster growth. In contrast to most of the literature, we disclose that the relationship between economic growth and temperature variations is not generalizable. The uniform temperature-growth relationship found in the literature for countries at a global scale does not hold at the subnational level. The “world city” regions at the top of the urban hierarchy are not prone to any form of tested temperature variation. The resilience of these city regions can be explained, inter alia, by the prevalence of invulnerable sectors. The uneven effect sizes suggest that spatially differentiated policy measures are needed that should be coordinated between regional and national levels of government to counter the adverse consequences of temperature variations and climate change more efficiently.

Suggested Citation

  • Holtermann, Linus & Rische, Marie-Christin, 2020. "The Subnational Effect of Temperature on Economic Production: A Disaggregated Analysis in European Regions," MPRA Paper 104606, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:104606
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    References listed on IDEAS

    as
    1. Benjamin F. Jones & Benjamin A. Olken, 2010. "Climate Shocks and Exports," American Economic Review, American Economic Association, vol. 100(2), pages 454-459, May.
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    3. 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.
    4. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    5. Marshall Burke & Vincent Tanutama, 2019. "Climatic Constraints on Aggregate Economic Output," NBER Working Papers 25779, National Bureau of Economic Research, Inc.
    6. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    7. Desmet, Klaus & Rossi-Hansberg, Esteban, 2015. "On the spatial economic impact of global warming," Journal of Urban Economics, Elsevier, vol. 88(C), pages 16-37.
    8. 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.
    9. Luisa Corrado & Bernard Fingleton, 2012. "Where Is The Economics In Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 210-239, May.
    10. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    11. Bosker, Maarten & Buringh, Eltjo, 2017. "City seeds: Geography and the origins of the European city system," Journal of Urban Economics, Elsevier, vol. 98(C), pages 139-157.
    12. Mark Dincecco & Massimiliano Gaetano Onorato, 2016. "Military conflict and the rise of urban Europe," Journal of Economic Growth, Springer, vol. 21(3), pages 259-282, September.
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    14. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    15. Anthony Heyes & Soodeh Saberian, 2019. "Temperature and Decisions: Evidence from 207,000 Court Cases," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 238-265, April.
    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. R. Jisung Park & Joshua Goodman & Michael Hurwitz & Jonathan Smith, 2020. "Heat and Learning," American Economic Journal: Economic Policy, American Economic Association, vol. 12(2), pages 306-339, May.
    18. Felbermayr, Gabriel & Gröschl, Jasmin, 2014. "Naturally negative: The growth effects of natural disasters," Journal of Development Economics, Elsevier, vol. 111(C), pages 92-106.
    19. 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.
    20. Kalkuhl, Matthias & Wenz, Leonie, 2020. "The impact of climate conditions on economic production. Evidence from a global panel of regions," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    21. Geweke, J, 1993. "Bayesian Treatment of the Independent Student- t Linear Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 19-40, Suppl. De.
    22. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    23. Solomon Hsiang & Marshall Burke, 2014. "Climate, conflict, and social stability: what does the evidence say?," Climatic Change, Springer, vol. 123(1), pages 39-55, March.
    24. Boris Orlowsky & Sonia Seneviratne, 2012. "Global changes in extreme events: regional and seasonal dimension," Climatic Change, Springer, vol. 110(3), pages 669-696, February.
    25. Nordhaus, William D., 1993. "Rolling the 'DICE': an optimal transition path for controlling greenhouse gases," Resource and Energy Economics, Elsevier, vol. 15(1), pages 27-50, March.
    26. Alan Barreca & Karen Clay & Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2016. "Adapting to Climate Change: The Remarkable Decline in the US Temperature-Mortality Relationship over the Twentieth Century," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 105-159.
    27. 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.
    28. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    29. Maarten Bosker & Eltjo Buringh & Jan Luiten van Zanden, 2013. "From Baghdad to London: Unraveling Urban Development in Europe, the Middle East, and North Africa, 800–1800," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1418-1437, October.
    30. Ingrid Dallmann, 2019. "Weather Variations and International Trade," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(1), pages 155-206, January.
    31. Solomon Hsiang & Paulina Oliva & Reed Walker, 2019. "The Distribution of Environmental Damages," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(1), pages 83-103.
    32. Fingleton, Bernard & Palombi, Silvia, 2013. "Spatial panel data estimation, counterfactual predictions, and local economic resilience among British towns in the Victorian era," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 649-660.
    33. Matthew E. Kahn, 2005. "The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 271-284, May.
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    1. Espoir, Delphin Kamanda & Mudiangombe, Benjamin & Bannor, Frank & Sunge, Regret & Mubenga Tshitaka, Jean-Luc, 2021. "CO₂ emissions and economic growth: Assessing the heterogeneous effects across climate regimes in Africa," EconStor Preprints 235479, ZBW - Leibniz Information Centre for Economics.
    2. Malte Jahn, 2023. "Regressing on distributions: The nonlinear effect of temperature on regional economic growth," Papers 2309.10481, arXiv.org.

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    More about this item

    Keywords

    temperature; climate change; regional economic growth; heterogenous vulnerability; Europe; spatial spillovers;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

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