IDEAS home Printed from https://ideas.repec.org/a/spr/jlabre/v42y2021i1d10.1007_s12122-020-09311-6.html
   My bibliography  Save this article

Job Searching and the Weather: Evidence from Time-Use Data

Author

Listed:
  • Jorge González Chapela

    (Centro Universitario de la Defensa de Zaragoza)

Abstract

This paper combines individual-level time-use data for 2003–2017 with daily weather observations for U.S. counties to estimate the effects of precipitation and temperature on the intensity of job searching by the unemployed. Linear and nonlinear effects are investigated, along with heterogeneous responses across different populations. A 1 °C increase in maximum (minimum) temperature produces a same-day decrease (increase) in job-search time of close to 0.9 (1.7) minutes. For women, job-search time is 17 min shorter on days of heavy rain, whereas men search some 21 (26) minutes more on days of mild (moderate) rain. These changes do not appear to be offset on subsequent days.

Suggested Citation

  • Jorge González Chapela, 2021. "Job Searching and the Weather: Evidence from Time-Use Data," Journal of Labor Research, Springer, vol. 42(1), pages 29-55, March.
  • Handle: RePEc:spr:jlabre:v:42:y:2021:i:1:d:10.1007_s12122-020-09311-6
    DOI: 10.1007/s12122-020-09311-6
    as

    Download full text from publisher

    File URL: https://link.springer.com/10.1007/s12122-020-09311-6
    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/s12122-020-09311-6?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. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2013. "The Life-Cycle Profile of Time Spent on Job Search," American Economic Review, American Economic Association, vol. 103(3), pages 111-116, May.
    2. repec:pri:cepsud:215krueger is not listed on IDEAS
    3. Potter, Tristan, 2021. "Learning and job search dynamics during the Great Recession," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 706-722.
    4. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.
    5. Ioana Marinescu & Daphné Skandalis, 0. "Unemployment Insurance and Job Search Behavior," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 887-931.
    6. Alan B. Krueger & Andreas Mueller, 2011. "Job Search, Emotional Well-Being and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 1-81.
    7. R. Jason Faberman & Andreas I. Mueller & Ayşegül Şahin & Giorgio Topa, 2022. "Job Search Behavior Among the Employed and Non‐Employed," Econometrica, Econometric Society, vol. 90(4), pages 1743-1779, July.
    8. 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.
    9. Geoffrey Heal & Jisung Park, 2016. "Editor's Choice Reflections—Temperature Stress and the Direct Impact of Climate Change: A Review of an Emerging Literature," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(2), pages 347-362.
    10. Stephen DeLoach & Mark Kurt, 2013. "Discouraging Workers: Estimating the Impacts of Macroeconomic Shocks on the Search Intensity of the Unemployed," Journal of Labor Research, Springer, vol. 34(4), pages 433-454, December.
    11. repec:pri:indrel:dsp014j03cz656 is not listed on IDEAS
    12. Alan B. Krueger & Andreas I. Mueller, 2012. "The Lot Of The Unemployed: A Time Use Perspective," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 765-794, August.
    13. 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.
    14. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    16. Gomme, Paul & Lkhagvasuren, Damba, 2015. "Worker search effort as an amplification mechanism," Journal of Monetary Economics, Elsevier, vol. 75(C), pages 106-122.
    17. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    18. Jochen M. Schmittmann & Jenny Pirschel & Steffen Meyer & Andreas Hackethal, 2015. "The Impact of Weather on German Retail Investors," Review of Finance, European Finance Association, vol. 19(3), pages 1143-1183.
    19. Christopher Daly & Joseph I Smith & Keith V Olson, 2015. "Mapping Atmospheric Moisture Climatologies across the Conterminous United States," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-33, October.
    20. Marie Connolly, 2008. "Here Comes the Rain Again: Weather and the Intertemporal Substitution of Leisure," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 73-100.
    21. John M. Barron & Wesley Mellow, 1979. "Search Effort in the Labor Market," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 389-404.
    22. 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.
    23. Jens J. Krüger & Michael Neugart, 2018. "Weather and Intertemporal Labor Supply: Results from German Time†Use Data," LABOUR, CEIS, vol. 32(1), pages 112-140, March.
    24. Eisenberg Daniel & Okeke Edward, 2009. "Too Cold for a Jog? Weather, Exercise, and Socioeconomic Status," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-32, June.
    25. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    26. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    27. John M. Barron & Wesley Mellow, 1981. "Changes in Labor Force Status among the Unemployed," Journal of Human Resources, University of Wisconsin Press, vol. 16(3), pages 427-441.
    28. Krüger, Jens J. & Neugart, Michael, 2018. "Weather and Intertemporal Labor Supply: Results from German Time-Use Data," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 110813, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    29. Matthew Gibson & Jeffrey Shrader, 2018. "Time Use and Labor Productivity: The Returns to Sleep," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 783-798, December.
    Full references (including those not matched with items on IDEAS)

    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. Hie Joo Ahn & Ling Shao, 2017. "Precautionary On-the-Job Search over the Business Cycle," Finance and Economics Discussion Series 2017-025, Board of Governors of the Federal Reserve System (U.S.).
    2. Stefano Della & Jörg Heining & Johannes F Schmieder & Simon Trenkle, 2023. "Evidence on Job Search Models from a Survey of Unemployed Workers in Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 1181-1232.
    3. Christian Hutter, 2021. "Cyclicality of labour market search: a new big data approach," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-16, December.
    4. repec:iab:iabjlr:v:55:i::p:art.1 is not listed on IDEAS
    5. Christian Hutter, 2021. "Cyclicality of labour market search: a new big data approach," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-16, December.
    6. Hartl, Tobias & Hutter, Christian & Weber, Enzo, 2021. "Matching for three: big data evidence on search activity of workers, firms, and employment service," IAB-Discussion Paper 202101, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    7. Toshihiko Mukoyama & Christina Patterson & Ayşegül Şahin, 2018. "Job Search Behavior over the Business Cycle," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 190-215, January.
    8. Andreas I. Mueller & Johannes Spinnewijn & Giorgio Topa, 2021. "Job Seekers' Perceptions and Employment Prospects: Heterogeneity, Duration Dependence, and Bias," American Economic Review, American Economic Association, vol. 111(1), pages 324-363, January.
    9. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2021. "Job search during the COVID-19 crisis," Journal of Public Economics, Elsevier, vol. 194(C).
    10. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    11. Garg, Teevrat & Gibson, Matthew & Sun, Fanglin, 2020. "Extreme temperatures and time use in China," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 309-324.
    12. Bo Liu & Barry T. Hirsch, 2021. "Winter weather and work hours: Heterogeneous effects and regional adaptation," Contemporary Economic Policy, Western Economic Association International, vol. 39(4), pages 867-881, October.
    13. Michael W. L. Elsby & Ryan Michaels & David Ratner, 2015. "The Beveridge Curve: A Survey," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 571-630, September.
    14. Robert E. Hall & Sam Schulhofer-Wohl, 2018. "Measuring Job-Finding Rates and Matching Efficiency with Heterogeneous Job-Seekers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 1-32, January.
    15. Marianna Kudlyak & Damba Lkhagvasuren & Roman Susuyev, 2012. "Sorting by Skill over the Course of Job Search," Working Papers 12011, Concordia University, Department of Economics, revised 18 Apr 2012.
    16. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.
    17. Nguyen, Ha Trong & Christian, Hayley & Le, Huong Thu & Connelly, Luke & Zubrick, Stephen R. & Mitrou, Francis, 2021. "The impact of weather on time allocation to physical activity and sleep of child-parent dyads," GLO Discussion Paper Series 886, Global Labor Organization (GLO).
    18. Nguyen, Ha Trong & Zubrick, Stephen R. & Mitrou, Francis, 2024. "The effects of sleep duration on child health and development," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 35-51.
    19. Cosaert, Sam & Nieto Castro, Adrian & Tatsiramos, Konstantinos, 2023. "Temperature and the Timing of Work," IZA Discussion Papers 16480, Institute of Labor Economics (IZA).
    20. Cortes, Patricia & Pan, Jessica & Pilossoph, Laura & Zafar, Basit, 2021. "Gender Differences in Job Search and the Earnings Gap: Evidence from Business Majors," IZA Discussion Papers 14373, Institute of Labor Economics (IZA).
    21. Marie Connolly, 2018. "Climate change and the allocation of time," IZA World of Labor, Institute of Labor Economics (IZA), pages 417-417, January.

    More about this item

    Keywords

    Job searching; Weather; Time use; Unemployment;
    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
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    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:jlabre:v:42:y:2021:i:1:d:10.1007_s12122-020-09311-6. 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: https://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.