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Weather fluctuations and the (German) industrial sector

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  • Sven Schreiber

    (Hans Boeckler Foundation, Macroeconomic Policy Institute (IMK)
    Free University Berlin, Dept. of Economics)

Abstract

We contribute to the recent literature on the economic effects of those weather conditions that deviate from their regular seasonal pattern. To this end we use local temperature and snow measurements across Germany to analyze their impact on German monthly industrial and construction-sector production. We find noticeable effects of the various (linear and nonlinear, contemporaneous and dynamic) weather regressors, which in the –seasonally adjusted– construction sector growth data imply an extra explanatory power of more than 35% of the variation, compared to benchmark predictive regressions with usual leading indicators. As expected, the impact is quite a bit less in industrial production, in the single-digit range. From our estimates we obtain (seasonally as well as) weather adjusted production series. We also assess the forecasting contribution in pseudo real time settings where publication lags are taken into account, and we apply model averaging techniques to analyze the relevance of abnormal weather for recession forecasting in probit models.

Suggested Citation

  • Sven Schreiber, 2026. "Weather fluctuations and the (German) industrial sector," Computational Statistics, Springer, vol. 41(2), pages 1-21, February.
    • Handle: RePEc:spr:compst:v:41:y:2026:i:2:d:10.1007_s00180-025-01682-7
    DOI: 10.1007/s00180-025-01682-7
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    1. Berg, Kimberly A. & Curtis, Chadwick C. & Mark, Nelson C., 2024. "GDP and temperature: Evidence on cross-country response heterogeneity," European Economic Review, Elsevier, vol. 169(C).
    2. Proaño, Christian R. & Theobald, Thomas, 2014. "Predicting recessions with a composite real-time dynamic probit model," International Journal of Forecasting, Elsevier, vol. 30(4), pages 898-917.
    3. 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.
    4. Riccardo Colacito & Bridget Hoffmann & Toan Phan, 2019. "Temperature and Growth: A Panel Analysis of the United States," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(2-3), pages 313-368, March.
    5. Giovanni Baiocchi & Walter Distaso, 2003. "GRETL: Econometric software for the GNU generation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 105-110.
    6. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    7. Döhrn, Roland & an de Meulen, Philipp, 2015. "Weather, the Forgotten Factor in Business Cycle Analyses," Ruhr Economic Papers 539, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Michael Boldin & Jonathan H. Wright, 2015. "Weather-Adjusting Economic Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(2 (Fall)), pages 227-278.
    9. Luca Pedini, 2024. "Bayesian regression models in gretl: the BayTool package," Computational Statistics, Springer, vol. 39(7), pages 3547-3578, December.
    10. 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.
    11. Martin Henseler & Ingmar Schumacher, 2019. "The impact of weather on economic growth and its production factors," Climatic Change, Springer, vol. 154(3), pages 417-433, June.
    12. Justin Bloesch & François Gourio, 2015. "The Effect of Winter Weather on U.S. Economic Activity," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q I.
    13. Nikolay Gospodinov & Ignacio Lopez Gaffney & Serena Ng, 2025. "The Economic Impact of Low- and High-Frequency Temperature Changes," Papers 2505.08950, arXiv.org, revised Apr 2026.
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