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Trade Shocks and Firms Hiring Decisions: Evidence from Vacancy Postings of Chinese Firms in the Trade War

Author

Listed:
  • He, Chuan
  • Mau, Karsten
  • Xu, Mingzhi

Abstract

This paper studies adjustments in labor demand of firms exposed to the recent China-US trade war. Our analysis leverages information from a Chinese online job board and a firm-level measure of tariff exposure obtained from customs transactions data. Firms that are more exposed to US tariffs on Chinese goods responded by posting fewer job vacancies and offering lower wages. The latter is partly balanced out by increased non-wage compensation. We also find a negative relationship between US-tariff exposure and the educational background required in firms’ job ads. China’s retaliatory tariffs against the US does not appear to have a statistically significant systematic impact on hiring. The paper also reports heterogeneous adjustment patterns across firms of different size, ownership and product mix. Overall, the trade war reveals to have negative impact on firms and job-seekers in China.

Suggested Citation

  • He, Chuan & Mau, Karsten & Xu, Mingzhi, 2021. "Trade Shocks and Firms Hiring Decisions: Evidence from Vacancy Postings of Chinese Firms in the Trade War," Labour Economics, Elsevier, vol. 71(C).
  • Handle: RePEc:eee:labeco:v:71:y:2021:i:c:s0927537121000567
    DOI: 10.1016/j.labeco.2021.102021
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    as
    1. James Albrecht & Bruno Decreuse & Susan Vroman, 2023. "Directed Search With Phantom Vacancies," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(2), pages 837-869, May.
    2. Arthur Turrell & Bradley Speigner & Jyldyz Djumalieva & David Copple & James Thurgood, 2019. "Transforming Naturally Occurring Text Data into Economic Statistics: The Case of Online Job Vacancy Postings," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 173-207, National Bureau of Economic Research, Inc.
    3. Emmanuel Dhyne & Ayumu Ken Kikkawa & Magne Mogstad & Felix Tintelnot, 2021. "Trade and Domestic Production Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 643-668.
    4. Vivek Ghosal & Yang Ye, 2015. "Uncertainty and the employment dynamics of small and large businesses," Small Business Economics, Springer, vol. 44(3), pages 529-558, March.
    5. Woodbury, Stephen A, 1983. "Substitution between Wage and Nonwage Benefits," American Economic Review, American Economic Association, vol. 73(1), pages 166-182, March.
    6. Marc J. Melitz & Daniel Trefler, 2012. "Gains from Trade When Firms Matter," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 91-118, Spring.
    7. Beata Javorcik & Ben Kett & Layla O'Kane, 2019. "The Brexit Vote and Labour Demand: Evidence from Online Job Postings," Economics Series Working Papers 878, University of Oxford, Department of Economics.
    8. Kyle Handley & Fariha Kamal & Ryan Monarch, 2020. "Rising Import Tariffs, Falling Export Growth: When Modern Supply Chains Meet Old-Style Protectionism," NBER Working Papers 26611, National Bureau of Economic Research, Inc.
    9. Kyle Handley & Fariha Kamal & Ryan Monarch, 2020. "Rising Import Tariffs, Falling Export Growth: When Modern Supply Chains Meet Old-Style Protectionism," NBER Working Papers 26611, National Bureau of Economic Research, Inc.
    10. repec:wyi:journl:002164 is not listed on IDEAS
    11. Alberto Cavallo & Gita Gopinath & Brent Neiman & Jenny Tang, 2021. "Tariff Pass-Through at the Border and at the Store: Evidence from US Trade Policy," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 19-34, March.
    12. Arnaud Cheron & Bruno Decreuse, 2017. "Matching with Phantoms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(3), pages 1041-1070.
    13. Paul T E Cusack, 2020. "On Pain," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 31(3), pages 24253-24254, October.
    14. Andrew B. Bernard & Teresa C. Fort & Valerie Smeets & Frederic Warzynski, 2020. "Heterogeneous Globalization: Offshoring and Reorganization," NBER Working Papers 26854, National Bureau of Economic Research, Inc.
    15. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    16. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    17. Lucia Kureková & Miroslav Beblavý & Anna Thum-Thysen, 2015. "Using online vacancies and web surveys to analyse the labour market: a methodological inquiry," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-20, December.
    18. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
    19. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    20. Peter H Egger & Jiaqing Zhu, 2020. "The US–Chinese trade war: an event study of stock-market responses," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 35(103), pages 519-559.
    21. Mary Amiti & Sang Hoon Kong & David Weinstein, 2020. "The Effect of the U.S.-China Trade War on U.S. Investment," NBER Working Papers 27114, National Bureau of Economic Research, Inc.
    22. Davis, Steven J. & Faberman, R. Jason & Haltiwanger, John, 2012. "Labor market flows in the cross section and over time," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 1-18.
    23. Brad Hershbein & Lisa B. Kahn, 2018. "Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings," American Economic Review, American Economic Association, vol. 108(7), pages 1737-1772, July.
    24. Benguria, Felipe & Choi, Jaerim & Swenson, Deborah L. & Xu, Mingzhi (Jimmy), 2022. "Anxiety or pain? The impact of tariffs and uncertainty on Chinese firms in the trade war," Journal of International Economics, Elsevier, vol. 137(C).
    25. Blanchard, Emily J. & Olney, William W., 2017. "Globalization and human capital investment: Export composition drives educational attainment," Journal of International Economics, Elsevier, vol. 106(C), pages 165-183.
    26. Albrecht, James & Cai, Xiaoming & Gautier, Pieter & Vroman, Susan, 2020. "Multiple applications, competing mechanisms, and market power," Journal of Economic Theory, Elsevier, vol. 190(C).
    27. Aaron Flaaen & Ali Hortaçsu & Felix Tintelnot, 2020. "The Production Relocation and Price Effects of US Trade Policy: The Case of Washing Machines," American Economic Review, American Economic Association, vol. 110(7), pages 2103-2127, July.
    28. David Hummels & Jakob R. Munch & Chong Xiang, 2018. "Offshoring and Labor Markets," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 981-1028, September.
    29. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    30. Peter Kuhn & Kailing Shen, 2013. "Gender Discrimination in Job Ads: Evidence from China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 287-336.
    31. 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.
    32. Handley, Kyle, 2014. "Exporting under trade policy uncertainty: Theory and evidence," Journal of International Economics, Elsevier, vol. 94(1), pages 50-66.
    33. Beverelli, Cosimo & Fiorini, Matteo & Hoekman, Bernard, 2017. "Services trade policy and manufacturing productivity: The role of institutions," Journal of International Economics, Elsevier, vol. 104(C), pages 166-182.
    34. Marinescu, Ioana, 2017. "The general equilibrium impacts of unemployment insurance: Evidence from a large online job board," Journal of Public Economics, Elsevier, vol. 150(C), pages 14-29.
    35. Tara Sinclair & Mariano Mamertino, 2016. "Online Job Search and Migration Intentions Across EU Member States," Working Papers 2016-5, The George Washington University, Institute for International Economic Policy.
    36. Luft, Joan, 1994. "Bonus and penalty incentives contract choice by employees," Journal of Accounting and Economics, Elsevier, vol. 18(2), pages 181-206, September.
    37. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    38. Cai, Jie & Stoyanov, Andrey, 2016. "Population aging and comparative advantage," Journal of International Economics, Elsevier, vol. 102(C), pages 1-21.
    39. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.
    40. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    41. R. Jason Faberman & Marianna Kudlyak, 2016. "What Does Online Job Search Tell Us about the Labor Market?," Economic Perspectives, Federal Reserve Bank of Chicago, issue 1, pages 1-15.
    42. Jennifer Brown & David A. Matsa, 2016. "Boarding a Sinking Ship? An Investigation of Job Applications to Distressed Firms," Journal of Finance, American Finance Association, vol. 71(2), pages 507-550, April.
    43. Pablo D Fajgelbaum & Pinelopi K Goldberg & Patrick J Kennedy & Amit K Khandelwal, 2020. "The Return to Protectionism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 1-55.
    44. Lorenzo Caliendo & Giordano Mion & Luca David Opromolla & Esteban Rossi-Hansberg, 2020. "Productivity and Organization in Portuguese Firms," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4211-4257.
    45. Simone Cigna & Philipp Meinen & Patrick Schulte & Nils Steinhoff, 2022. "The impact of US tariffs against China on US imports: Evidence for trade diversion?," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 162-173, January.
    46. Handley, Kyle & Limão, Nuno & Ludema, Rodney D. & Yu, Zhi, 2024. "Firm input choice under trade policy uncertainty," Journal of International Economics, Elsevier, vol. 150(C).
    47. Michael E. Waugh, 2019. "The Consumption Response to Trade Shocks: Evidence from the US-China Trade War," NBER Working Papers 26353, National Bureau of Economic Research, Inc.
    48. Cai, Xiaoming & Gautier, Pieter A. & Wolthoff, Ronald P., 2017. "Search frictions, competing mechanisms and optimal market segmentation," Journal of Economic Theory, Elsevier, vol. 169(C), pages 453-473.
    49. Mike Waugh, 2019. "The Consumption Response to Trade Shocks," 2019 Meeting Papers 1226, Society for Economic Dynamics.
    50. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    51. Ioana Marinescu & Roland Rathelot, 2018. "Mismatch Unemployment and the Geography of Job Search," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 42-70, July.
    52. Gregg, Paul & Petrongolo, Barbara, 2005. "Stock-flow matching and the performance of the labor market," European Economic Review, Elsevier, vol. 49(8), pages 1987-2011, November.
    53. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    54. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
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    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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