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Don't Downsize This! Social Reactions to Mass Dismissals on Twitter

Author

Listed:
  • Bassanini, Andrea

    (OECD)

  • Caroli, Eve

    (PSL Université Paris Dauphine)

  • Ferreira, Bruno Chaves
  • Rebérioux, Antoine

    (Université de Paris)

Abstract

We study the reactions to job destructions on Twitter. We use information on large-scale job-destruction and job-creation events announced in the United Kingdom over the period 2013-2018. We match it with data collected on Twitter regarding the number and sentiments of the tweets posted around the time of the announcement and involving the company name. We show that job-destruction announcements immediately elicit numerous and strongly negative reactions. On the day of the announcement, the number of tweets and first-level replies sharply increases as does the negativity of the sentiments of the posted tweets. These reactions are systematically more important than reactions to job creations. We also show that they trigger significant losses in the market value of the downsizing firms. Our findings suggest that job destructions generate reputational costs for firms to the extent that they induce a strong negative buzz involving the company name.

Suggested Citation

  • Bassanini, Andrea & Caroli, Eve & Ferreira, Bruno Chaves & Rebérioux, Antoine, 2020. "Don't Downsize This! Social Reactions to Mass Dismissals on Twitter," IZA Discussion Papers 13840, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp13840
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    1. Filip Abraham & Tim Goesaert & Jozef Konings, 2014. "Staying Home or Moving Away? Restructuring Efforts within Multinational Enterprises," The World Economy, Wiley Blackwell, vol. 37(6), pages 765-782, June.
    2. repec:eee:labchp:v:1:y:1986:i:c:p:473-522 is not listed on IDEAS
    3. Friebel, Guido & Heinz, Matthias, 2014. "Media slant against foreign owners: Downsizing," Journal of Public Economics, Elsevier, vol. 120(C), pages 97-106.
    4. Augustin Landier & Vinay B. Nair & Julie Wulf, 2009. "Trade-offs in Staying Close: Corporate Decision Making and Geographic Dispersion," The Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1119-1148.
    5. Majumdar, Adrija & Bose, Indranil, 2019. "Do tweets create value? A multi-period analysis of Twitter use and content of tweets for manufacturing firms," International Journal of Production Economics, Elsevier, vol. 216(C), pages 1-11.
    6. Riccardo Puglisi & James M. Snyder Jr., 2015. "The Balanced Us Press," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 240-264, April.
    7. Bertola, Giuseppe, 1992. "Labor Turnover Costs and Average Labor Demand," Journal of Labor Economics, University of Chicago Press, vol. 10(4), pages 389-411, October.
    8. Ruben Durante & Brian Knight, 2012. "Partisan Control, Media Bias, And Viewer Responses: Evidence From Berlusconi'S Italy," Journal of the European Economic Association, European Economic Association, vol. 10(3), pages 451-481, May.
    9. Gary Charness & David I. Levine, 2000. "When are Layoffs Acceptable? Evidence from a Quasi-Experiment," ILR Review, Cornell University, ILR School, vol. 53(3), pages 381-400, April.
    10. Siganos, Antonios & Vagenas-Nanos, Evangelos & Verwijmeren, Patrick, 2014. "Facebook's daily sentiment and international stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 730-743.
    11. Yubo Chen & Jinhong Xie, 2008. "Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix," Management Science, INFORMS, vol. 54(3), pages 477-491, March.
    12. Francis Kramarz & Marie-Laure Michaud, 2002. "The Shape of Hiring and Separation Costs," Working Papers 2002-38, Center for Research in Economics and Statistics.
    13. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    14. Adam Hale Shapiro & Daniel J Wilson, 2022. "Taking the Fed at its Word: A New Approach to Estimating Central Bank Objectives using Text Analysis [Inflation Targeting Does Not Anchor Inflation Expectations: Evidence from Firms in New Zealand]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2768-2805.
    15. Baron, David P., 2011. "Credence attributes, voluntary organizations, and social pressure," Journal of Public Economics, Elsevier, vol. 95(11), pages 1331-1338.
    16. Schulz, Ann-Christine & Johann, Sarah, 2018. "Downsizing and the fragility of corporate reputation: An analysis of the impact of contextual factors," Scandinavian Journal of Management, Elsevier, vol. 34(1), pages 40-50.
    17. Hansen, Nele & Kupfer, Ann-Kristin & Hennig-Thurau, Thorsten, 2018. "Brand crises in the digital age: The short- and long-term effects of social media firestorms on consumers and brands," International Journal of Research in Marketing, Elsevier, vol. 35(4), pages 557-574.
    18. Matthew Gentzkow & Bryan Kelly & Matt Taddy, 2019. "Text as Data," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 535-574, September.
    19. Law, Cherry & Cornelsen, Laura & Adams, Jean & Penney, Tarra & Rutter, Harry & White, Martin & Smith, Richard, 2020. "An analysis of the stock market reaction to the announcements of the UK Soft Drinks Industry Levy," Economics & Human Biology, Elsevier, vol. 38(C).
    20. Kenneth R. Ahern & Amy K. Dittmar, 2012. "The Changing of the Boards: The Impact on Firm Valuation of Mandated Female Board Representation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 137-197.
    21. Andrea Bassanini & Giorgio Brunello & Eve Caroli, 2017. "Not in My Community: Social Pressure and the Geography of Dismissals," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 429-483.
    22. Tito Boeri & Jan van Ours, 2013. "The Economics of Imperfect Labor Markets: Second Edition," Economics Books, Princeton University Press, edition 1, number 10142.
    23. Farber, Henry S. & Hallock, Kevin F., 2009. "The changing relationship between job loss announcements and stock prices: 1970-1999," Labour Economics, Elsevier, vol. 16(1), pages 1-11, January.
    24. John M. Abowd & George T. Milkovich & John M. Hannon, 1990. "The Effects of Human Resource Management Decisions on Shareholder Value," ILR Review, Cornell University, ILR School, vol. 43(3), pages 203-2-236-, April.
    25. Igal Hendel & Saul Lach & Yossi Spiegel, 2017. "Consumers' activism: the cottage cheese boycott," RAND Journal of Economics, RAND Corporation, vol. 48(4), pages 972-1003, December.
    26. Timm O. Sprenger & Philipp G. Sandner & Andranik Tumasjan & Isabell M. Welpe, 2014. "News or Noise? Using Twitter to Identify and Understand Company-specific News Flow," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(7-8), pages 791-830, September.
    27. Akram Alkhatib & Murad Harasheh, 2018. "Performance of Exchange Traded Funds during the Brexit Referendum: An Event Study," IJFS, MDPI, vol. 6(3), pages 1-12, July.
    28. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    29. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    30. Kevin F. Hallock, 2009. "Job Loss and the Fraying of the Implicit Employment Contract," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 69-93, Fall.
    31. Hallock, Kevin F, 1998. "Layoffs, Top Executive Pay, and Firm Performance," American Economic Review, American Economic Association, vol. 88(4), pages 711-723, September.
    32. Hamermesh, Daniel S, 1995. "Labour Demand and the," Economic Journal, Royal Economic Society, vol. 105(430), pages 620-634, May.
    33. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    34. Ruben Durante & Brian Knight, 2012. "Partisan Control, Media Bias, and Viewer Responses: Evidence from Berlusconi’s Italy," SciencePo Working papers hal-03600693, HAL.
    35. Matthias Heinz & Sabrina Jeworrek & Vanessa Mertins & Heiner SchumacherKU Leuven & Matthias Sutter, 2020. "Measuring the Indirect Effects of Adverse Employer Behaviour on Worker Productivity: a field Experiment," The Economic Journal, Royal Economic Society, vol. 130(632), pages 2546-2568.
    36. Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
    37. Heinz, Matthias & Swinnen, Johan, 2015. "Media slant in economic news: A factor 20," Economics Letters, Elsevier, vol. 132(C), pages 18-20.
    38. Kramarz, Francis & Michaud, Marie-Laure, 2010. "The shape of hiring and separation costs in France," Labour Economics, Elsevier, vol. 17(1), pages 27-37, January.
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    Cited by:

    1. Bassanini, Andrea & Caroli, Eve & Fontaine, François & Rebérioux, Antoine, 2021. "Escaping social pressure: Fixed-term contracts in multi-establishment firms," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 697-715.
    2. Andrea Bassanini & Eve Caroli & Kevin Geay & Antoine Rebérioux, 2023. "Heavy is the Crown: CEOs' Social Interactions and Layoff Decisions," PSE Working Papers hal-04118212, HAL.

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    More about this item

    Keywords

    job destructions; job creations; adjustment costs; social media; sentiment analysis; cumulative abnormal returns;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions

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