Impact of Workplace-related Accidents on the Usage of Negative Words in 10-K Filings
Copyright 2024 THE KOREAN ACADEMIC SOCIETY OF BUSINESS ADMINISTRATION
This is an open access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract
In this study, we examine the association between corporate workplace safety and narrative disclosure. Specifically, we analyze the negative word usage in 10-K filings depending on the injury/illness rates. Using data from the Occupational Safety and Health Administration (OSHA), we find that firms with higher injury/illness rates are less likely to use negative words in their annual reports. Seeking the underlying reasons, we indeed find a higher usage of negative words in 10-K filings and higher rates of injuries, negatively affecting the firm’s future value. Additionally, the tendency to reduce negative words is stronger for firms led by CEOs with higher career concerns. We also find that when firms highly use negative words in their annual reports, it negatively impacts the readability of annual reporting, especially when they are also experiencing a higher number of injuries. Our findings remain robust even after conducting change analysis, propensity score matching, entropy balancing, and various fixed effects. Overall, our results suggest workplace safety practices influence its annual reports, and managers may strategically use their narratives to mitigate adverse impact from injury/illness in their workplace.
Keywords:
Firm value, Negative words, Reputation concern, Workplace-related accidents, Workplace safetyReferences
- Albuquerque. R., Y. Koskinen, and C. Zhang(2019), “Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence,” Management Science, 65(10), pp.4451-4469. [https://doi.org/10.1287/mnsc.2018.3043]
- Ali, A, and W. Zhang(2015), “CEO Tenure and Earnings Management,” Journal of Accounting and Economics, 59(1), pp.60-79. [https://doi.org/10.1016/j.jacceco.2014.11.004]
- Ali, H., N. A. C. Abdullah, and C. Subramaniam (2009), “Management Practice in Safety Culture and Its Influence on Workplace Injury: An Industrial Study in Malaysia,” Disaster Prevention and Management: An International Journal, 18(5), pp.470-477. [https://doi.org/10.1108/09653560911003660]
- Aly, D., S. El-Halaby, and K. Hussainey(2018), “Tone Disclosure and Financial Performance: Evidence from Egypt,” Accounting Research Journal, 31(1), pp.63-74. [https://doi.org/10.1108/ARJ-09-2016-0123]
- Amin, M. R., I. Kim, and S. Lee(2021), Local Religiosity, Workplace Safety, and Firm Value. Journal of Corporate Finance, 70, pp.102093. [https://doi.org/10.1016/j.jcorpfin.2021.102093]
- Arslan-Ayaydin, Ö., N. Bishara., J. Thewissen, and W. Torsin(2020), “Managerial Career Concerns and the Content of Corporate Disclosures: An Analysis of the Tone of Earnings Press Releases,” International Review of Financial Analysis, 72, pp.101598. [https://doi.org/10.1016/j.irfa.2020.101598]
- Bafundi, A., B. G.Osma., C. Grande-Herrera, and E. G. Encarna(2022), “CEO Career Concerns, Optimism and Accuracy in Disclosure Tone,” Working Paper, Available at SSRN: https://ssrn.com/abstract=3160100
- Barnea, A. and A. Rubin(2010), “Corporate Social Responsibility as a Conflict Between Share- holders,” Journal of Business Ethics, 97, pp.71-86. [https://doi.org/10.1007/s10551-010-0496-z]
- Bloomfield, R.(2008), “Discussion of Annual Report Readability, Current Earnings, and Earnings Persistence,” Journal of Accounting and Economics, 45(2), pp.248-252. [https://doi.org/10.1016/j.jacceco.2008.04.002]
- Bochkay, K., R. Chychyla, and D. Nanda(2019), “Dynamics of CEO Disclosure Style,” Accounting Review, 94(4), pp.103-140. [https://doi.org/10.2308/accr-52281]
- Bonsall, S. B. and B. P. Miller(2017), “The Impact of Narrative Disclosure Readability on Bond Ratings and the Cost of Debt,” Review of Accounting Studies, 22, pp.608-643. [https://doi.org/10.1007/s11142-017-9388-0]
- Bradley, D., C. X. Mao, and C. Zhang(2021), “Does Analyst Coverage Affect Workplace Safety?,” Management Science, 68(5), pp.3464-3487. [https://doi.org/10.1287/mnsc.2021.4093]
- Brochet, F., P. Limbach., M. Schmid, and M. Scholz- Daneshgari(2021), “CEO Tenure and Firm Value,” The Accounting Review, 96(6), pp. 47-71. [https://doi.org/10.2308/TAR-2019-0295]
- Campbell, J. L., B. J. Twedt, and B. C. Whipple (2021), “Trading Prior to the Disclosure of Material Information: Evidence from Regu- lation Fair Disclosure Form 8-Ks,” Contem- porary Accounting Research, 38(1), pp.412- 442. [https://doi.org/10.1111/1911-3846.12610]
- Caskey, J. and N. B. Ozel(2017), “Earnings Expec- tations and Employee Safety,” Journal of Accounting and Economics, 63(1), pp.121- 141. [https://doi.org/10.1016/j.jacceco.2016.12.002]
- Choo, A. S. and M. R. Grabowski(2018), “Linking Workplace Safety to Operational Disruptions: A Moderated Mediation Analysis in Com- mercial Vessels,” Journal of Business Logistics, 39(4), pp.282-298. [https://doi.org/10.1111/jbl.12195]
- Coetzee, C. and C. Van Staden(2011), “Disclosure Responses to Mining Accidents: South African Evidence,” Accounting Forum, 35(4), pp.232- 246. [https://doi.org/10.1016/j.accfor.2011.06.001]
- Cohn, J. B. and M. I. Wardlaw(2016), “Financing Constraints and Workplace Safety,” The Journal of Finance, 71(5), pp.2017-2058. [https://doi.org/10.1111/jofi.12430]
- D’Augusta, C. and M. D. DeAngelis(2020), “Does Accounting Conservatism Discipline Qua- litative Disclosure? Evidence from Tone Management in the MD&A,” Contemporary Accounting Research, 37(4), pp.2287-2318. [https://doi.org/10.1111/1911-3846.12598]
- Danna, K. and R. W. Griffin(1999), “Health and Well-being in the Workplace: A Review and Synthesis of the Literature,” Journal of Management, 25(3), pp.357-384. [https://doi.org/10.1177/014920639902500305]
- Demerjian, P., B. Lev, and S. McVay(2012), “Quan- tifying Managerial Ability: A New Measure and Validity Tests,” Management Science, 58(7), pp.1229-1248. [https://doi.org/10.1287/mnsc.1110.1487]
- Dyer, T., M. Lang, and L. Stice-Lawrence(2017), “The Evolution of 10-K Textual Disclosure: Evidence from Latent Dirichlet Allocation,” Journal of Accounting and Economics, 64 (2-3), pp.221-245. [https://doi.org/10.1016/j.jacceco.2017.07.002]
- Ertugrul, M., J. Lei., J. Qiu, and C. Wan(2017), “Annual Report Readability, Tone Ambiguity, and the Cost of Borrowing,” Journal of Financial and Quantitative Analysis, 52(2), pp.811-836. [https://doi.org/10.1017/S0022109017000187]
- Gibbons, R. and K. J. Murphy(1992), “Optimal Incentive Contracts in the Presence of Career Concerns: Theory and Evidence,” Journal of Political Economy, 100(3), pp.468-505. [https://doi.org/10.1086/261826]
- Gyekye, S. A.(2005), “Workers’ Perceptions of Workplace Safety and Job Satisfaction,” International Journal of Occupational Safety and Ergonomics, 11(3), pp.291-302. [https://doi.org/10.1080/10803548.2005.11076650]
- Haga, J., F. Huhtamaki, and D. Sundvik(2022), “Ruthless Exploiters or Ethical Guardians of the Workforce? Powerful CEOs and Their Impact on Workplace Safety and Health,” Journal of Business Ethics, 177, pp.641-663. [https://doi.org/10.1007/s10551-021-04740-4]
- Hensel, T. and J. R. Schöndube(2022), “Big Bath Accounting and CEO Turnover: The Interplay Between Optimal Contracts and Career Concerns,” Journal of Business Economics, 92(8), pp.1249-1281. [https://doi.org/10.1007/s11573-022-01098-5]
- Hope, O. K., D. Wang., H. Yue, H, and J. Zhao(2022), “Information Quality and Workplace Safety,” Journal of Management Accounting Research, 34(1), pp.133-162. [https://doi.org/10.2308/JMAR-2020-079]
- Huang, X., S. H. Teoh, and Y. Zhang(2014), “Tone Management,” The Accounting Review, 89 (3), pp.1083-1113. [https://doi.org/10.2308/accr-50684]
- Humphery-Jenner, M., Y. Liu., V. Nanda., S. Silveri, and M. Sun(2024), “Of Fogs and Bogs: Does Litigation Risk Make Financial Reports Less Readable?,” Journal of Banking & Finance, 163, pp.107180. [https://doi.org/10.1016/j.jbankfin.2024.107180]
- Hussain, S.(2019), “CEO Overconfidence and Tone of Annual Report,” Working Paper, Available at: https://harvest.usask.ca/server/api/core/bitstreams/b573c49d-0e05-4e7d-8911-37845af7f415/content
- Kang, T., D. Park, and I. Han(2018), “Beyond the Numbers: The Effect of 10-K Tone on Firms’ Performance Predictions Using Text Analytics,” Telematics and Informatics, 35(2), pp.370- 381. [https://doi.org/10.1016/j.tele.2017.12.014]
- Kim, M., K. Lee, and J. Shin(2023), “Local Newspaper Layoffs and Workplace Safety,” Asia-Pacific Journal of Financial Studies, 52(4), pp.609- 636. [https://doi.org/10.1111/ajfs.12440]
- Lai, S., Z. Li, and Y. G. Yang(2020), “East, West, Home's Best: Do Local CEOs Behave Less Myopically?,” The Accounting Review, 95 (2), pp.227-255. [https://doi.org/10.2308/accr-52555]
- Lewchuk, W.(1991), “Cooperation and Conflict in Occupational Safety and Health: A Multination Study of the Automotive Industry, Labour / Le Travail, 28, pp.383-385. [https://doi.org/10.2307/25143550]
- Li, F.(2010), “The Information Content of Forward- looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach,” Journal of Accounting Research, 48(5), pp. 1049-1102. [https://doi.org/10.1111/j.1475-679X.2010.00382.x]
- Li, F.(2008), “Annual Report Readability, Current Earnings, and Earnings Persistence,” Journal of Accounting and Economics, 45(2-3), pp. 221-247. [https://doi.org/10.1016/j.jacceco.2008.02.003]
- Li. X., A. Low, and A. K. Makhija(2017), “Career Concerns and the Busy Life of the Young CEO,” Journal of Corporate Finance, 47, pp.88-109. [https://doi.org/10.1016/j.jcorpfin.2017.09.006]
- Lo K., F. Ramos, and R. Rogo(2017), “Earnings Management and Annual Report Readability,” Journal of Accounting and Economics, 63 (1), pp.1-25. [https://doi.org/10.1016/j.jacceco.2016.09.002]
- Longsteeth, B. and D. Rosenbloom(1973), “Corporate Social Responsibility and the Institutional Investor,” Praeger, New York.
- Lopatta, K., M. A. Gloger, and R. Jaeschke(2017), “Can Language Predict Bankruptcy? The Explanatory Power of Tone in 10-K Filings,” Accounting Perspectives, 16(4), pp.315-343. [https://doi.org/10.1111/1911-3838.12150]
- Loughran, T. and B. McDonald(2011), “When is a Liability not a Liability? Textual Analysis, Dictionaries, and 10-Ks,” The Journal of Finance, 66(1), pp.35-65. [https://doi.org/10.1111/j.1540-6261.2010.01625.x]
- Mayew, W. J. and M. Venkatachalam(2012), “The Power of Voice: Managerial Affective States and Future Firm Performance,” The Journal of Finance, 67(1), pp.1-43. [https://doi.org/10.1111/j.1540-6261.2011.01705.x]
- McCaughey, D., J. L. Dellifraine., G. Mcghan, and N. S. Bruning(2013), “The Negative Effects of Workplace Injury and Illness on Workplace Safety Climate Perceptions and Health Care Worker Outcomes,” Safety Science, 51(1), pp.138-147. [https://doi.org/10.1016/j.ssci.2012.06.004]
- Merkley, K. J.(2014), “Narrative Disclosure and Earnings Performance: Evidence from R&D Disclosures,” The Accounting Review, 89(2), pp.725-757. [https://doi.org/10.2308/accr-50649]
- Miller, B. P.(2010), “The Effects of Reporting Com- plexity on Small and Large Investor Trading,” The Accounting Review, 85(6), pp.2107-2143. [https://doi.org/10.2308/accr.00000001]
- Rennekamp, K.(2012), “Processing Fluency and Investors’ Reactions to Disclosure Readability,” Journal of Accounting Research, 50(5), pp. 1319-1354. [https://doi.org/10.1111/j.1475-679X.2012.00460.x]
- Rogers, J. L., A. Van Buskirk, and S. L. C. Zechman (2011), “Disclosure Tone and Shareholder Litigation,” The Accounting Review, 86(6), pp.2155-2183. [https://doi.org/10.2308/accr-10137]
- Rozin, P. and E. Royzman(2001), “Negativity Bias, Negativity Dominance, and Contagion,” Personality and Social Psychology Review, 5(4), pp.296-320. [https://doi.org/10.1207/S15327957PSPR0504_2]
- Spicer, B.(1978), “Investors, Corporate Social Per- formance and Information Disclosure: An Empirical Study,” Accounting Review, 53 (1), pp.94-111.
- Tait, C.(2010), “ExxonMobil Shareholders to Demand Oil-sands Risk Information,” Financial Post
- Tetlock P. C.(2007), “Giving Content to Investor Sentiment: The Role of Media in the Stock Market,” The Journal of Finance, 62(3), pp. 1139-1168 [https://doi.org/10.1111/j.1540-6261.2007.01232.x]
- Tetlock, P. C., M. Saar-Tsechansky, and S. Macskassy (2008), “More Than Words: Quantifying Language to Measure Firms' Fundamentals,” The Journal of Finance, 63(3), pp.1437- 1467. [https://doi.org/10.1111/j.1540-6261.2008.01362.x]
- Wang, K., O, Sewon, and M. Cathy Claiborne(2008), “Determinants and Consequences of Voluntary Disclosure in an Emerging Market: Evidence from China,” Journal of International Ac- counting, Auditing and Taxation, 17(1), pp.14-30. [https://doi.org/10.1016/j.intaccaudtax.2008.01.001]
- Yuan, Y., G. Tian., L. Y. Lu, and Y. Yu(2017), “CEO Ability and Corporate Social Responsibility,” Journal of Business Ethics, 157, pp.391- 411. [https://doi.org/10.1007/s10551-017-3622-3]
- Yung, K. and C. Chen(2018), “Managerial Ability and Firm Risk-taking Behavior,” Review of Quantitative Finance and Accounting, 51 (4), pp.1005-1032. [https://doi.org/10.1007/s11156-017-0695-0]
∙ The author, Batjargal, graduated from the National University of Mongolia with a Bachelor’s degree in Business Administration in 2015 and a Master’s degree in Business Administration in 2017. In 2019, he completed a program at the Korean Language Center at Korea University. More recently, he earned a Ph.D. in Accounting from Seoul National University. His primary research interests include financial accounting, managerial accounting, and auditing.
∙ The author Keumah Jung is a doctoral candidate at the business school of Seoul National University. She holds a bachelor’s degree from Peking University and a master’s degree from Indiana University Bloomington. Her research mainly focuses on corporate disclosure, financial reporting, and text-based analysis.