THE ROLE OF A FIRM’S NEGATIVE MEDIA COVERAGE OF CORPORATE SOCIAL RESPONSIBILITY PRACTICES IN PREDICTING THE SUPPLY OF CASH FLOW FORECASTS

Keywords: Cash Flow, Forecasts, Corporate Social Irresponsibility, Media Coverage, Risk.

Abstract

Analysts seek to provide investors with an accurate picture of firm value using tangible and intangible criteria. Researchers use one intangible measure, corporate social responsibility (CSR), to proxy for the firm’s relationship with its stakeholders. The purpose of this paper is to advance research in two ways. First, we examine cash flow forecasts because they are less subjective than earnings forecasts. Second, we focus on a firm’s corporate social irresponsibility (CSIR) reputation formed through negative media coverage of environmental, social, and governance practices. Our paper posits that analysts are less likely to provide cash flow forecasts for a firm with a poor CSIR reputation. We conducted a study with 50,365 firm-year observations over twelve years. We support our hypothesis after controlling for endogeneity: The likelihood of analyst cash flow forecast issuance is associated negatively with firm negative media coverage. Additional analyses show that numerous firm and industry-related variables moderate this effect. This decrease in cash flow forecast issuance likelihood occurs, even if the poor CSIR reputation is from as long ago as three years prior or is due to environmental, social, or governance issues. Furthermore, increases in cash flow volatility and capital intensity positively moderate the likelihood of issuing a cash flow forecast, while increases in ROA and Tobin’s q negatively moderate the likelihood of issuing a cash flow.

JEL Classification Codes: M14, M40, M41.

Author Biographies

Meiying Hua

Assistant Professor, Accounting and Finance Department, University of Wisconsin – River Falls, United States

Christopher Groening

Associate Professor, Department of Marketing and Entrepreneurship, Kent State University, United States

References

Abarbanell, J., & Levy, R. (2003). Biased forecasts or biased earnings? The role of reported earnings in explaining apparent bias and over/underreaction in analysts’ earnings forecasts. Journal of Accounting and Economics, 36(1-3 SPEC. ISS.), 105–146. https://doi.org/10.1016/j.jacceco.2003.11.001

Ali, A. (1994). The incremental information content of earnings, working capital from operations, and cash flows. Journal of Accounting Research, 32(1), 61–74. https://doi.org/10.2307/2491387

Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance, 23(4), 589–609. https://doi.org/10.2307/2978933

Asante-Appiah, B. (2020). Does the severity of a client’s negative environmental, social and governance reputation affect audit effort and audit quality? Journal of Accounting and Public Policy, 39(3), 106713. https://doi.org/10.1016/j.jaccpubpol.2019.106713

Asquith, P., Mikhail, M. B., & Au, A. S. (2005). Information content of equity analyst reports. Journal of Financial Economics, 75(2), 245–282. https://doi.org/10.1016/j.jfineco.2004.01.002

Ayers, B. C., Call, A. C., & Schwab, C. M. (2018). Do analysts’ cash flow forecasts encourage managers to improve the firm’s cash flows? Evidence from tax planning. Contemporary Accounting Research, 35(2), 767–793. https://doi.org/10.1111/1911-3846.12403

Baron, D. P., & Diermeier, D. (2007). Strategic activism and nonmarket strategy. Journal of Economics & Management Strategy, 16(3), 599–634. https://doi.org/10.1111/j.1530-9134.2007.00152.x

Barth, M. E., Clinch, G., & Israeli, D. (2016). What do accruals tell us about future cash flows? Review of Accounting Studies, 21(3), 768–807. https://doi.org/10.1007/s11142-016-9360-4

Beaver, W., Cornell, B., Landsman, W. R., & Stubben, S. R. (2008). The impact of analysts’ forecast errors and forecast revisions on stock prices. Journal of Business Finance and Accounting, 35(5–6), 709–740. https://doi.org/10.1111/j.1468-5957.2008.02079.x

Becchetti, L., Ciciretti, R., & Giovannelli, A. (2013). Corporate social responsibility and earnings forecasting unbiasedness. Journal of Banking and Finance, 37(9), 3654–3668. https://doi.org/10.1016/j.jbankfin.2013.05.026

Bednar, M. K., Boivie, S., & Prince, N. R. (2013). Burr under the saddle: How media coverage influences strategic change. Organization Science, 24(3), 910–925. https://doi.org/10.1287/orsc.1120.0770

Bhandari, A., & Kohlbeck, M. (2018). Impact of corporate social responsibility activities on analysts’ behavior. Advances in Quantitative Analysis of Finance and Accounting, 16, 73–116. http://dx.doi.org/10.2139/ssrn.2684099

Bilinski, P. (2014). Do analysts disclose cash flow forecasts with earnings estimates when earnings quality is low? Journal of Business Finance and Accounting, 41(3–4), 401–434. https://doi.org/10.1111/jbfa.12056

Bozzolan, S., Fabrizi, M., Mallin, C. A., & Michelon, G. (2015). Corporate social responsibility and earnings quality: International evidence. The International Journal of Accounting, 50(4), 361–396. https://doi.org/10.1016/j.intacc.2015.10.003

Brown, L. D., Huang, K., & Pinello, A. S. (2013). To beat or not to beat? The importance of analysts’ cash flow forecasts. Review of Quantitative Finance and Accounting, 41(4), 723–752. http://dx.doi.org/10.2139/ssrn.1623856

Burke, J. J., Hoitash, R., & Hoitash, U. (2019). Auditor response to negative media coverage of client environmental, social, and governance practices. Accounting Horizons, 33(3), 1–23. https://doi.org/10.2308/acch-52450

Call, A. C. C. C., Chen, S., & Tong, Y. H. H. H. (2013). The Debate Over the Sophistication of Analysts’ Cash Flow Forecasts and a Correction of Givoly, Hayn, and Lehavy (2013). SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.2324960

Castilla-Polo, F., & Gallardo-Vázquez, D. (2016). The main topics of research on disclosures of intangible assets: A critical review. Accounting, Auditing & Accountability Journal, 29(2), 323–356. https://doi.org/10.1108/AAAJ-11-2014-1864

Chang, K., Kim, I., & Li, Y. (2014). The heterogeneous impact of corporate social responsibility activities that target different stakeholders. Journal of Business Ethics, 125(2), 211–234. https://doi.org/10.1007/s10551-013-1895-8

Chiang, W.-C., Shang, J., & Sun, L. (2017). Broad bond rating change and irresponsible corporate social responsibility activities. Advances in Accounting, 39, 32–46. https://doi.org/10.1016/j.adiac.2017.09.002

Clout, V. J., & Willett, R. (2016). Analysing the market–book value relation in large Australian and US firms: implications for fundamental analysis and the market–book ratio. Accounting & Finance, 56(4), 1017–1040. https://doi.org/10.1111/acfi.12117

Cho, S. Y., Lee, C., & Pfeiffer, R. J. (2013). Corporate social responsibility performance and information asymmetry. Journal of Accounting and Public Policy, 32(1), 71–83. https://doi.org/10.1016/j.jaccpubpol.2012.10.005

Collins, D. W., Maydew, E. L., & Weiss, I. S. (1997). Changes in the value-relevance of earnings and book values over the past forty years. Journal of Accounting and Economics, 24(1), 39–67. https://doi.org/10.1016/S0165-4101(97)00015-3

Cui, J., Jo, H., & Na, H. (2018). Does corporate social responsibility affect information asymmetry? Journal of Business Ethics, 148(3), 549–572. https://doi.org/10.1007/s10551-015-3003-8

Dechow, P. M., & Dichev, I. D. (2002). The quality of accruals and earnings: The role of accrual estimation errors. The Accounting Review, 77(s-1), 35–59. https://doi.org/10.2308/accr.2002.77.s-1.35

Deephouse, D. L. (2000). Media reputation as a strategic resource: An integration of mass communication and resource-based theories. Journal of Management, 26(6), 1091–1112. https://doi.org/10.1177/014920630002600602

DeFond, M. L., & Hung, M. (2003). An empirical analysis of analyst’s cash flow forecasts. Journal of Accounting and Economics, 35(1), 73–100. https://doi.org/10.1016/S0165-4101(02)00098-8

DeFond, M. L., & Hung, M. (2007). Investor protection and analysts’ cash flow forecasts around the world. Review of Accounting Studies, 12(2–3), 377–419. http://dx.doi.org/10.2139/ssrn.317305

Delmas, M., & Toffel, M. W. (2004). Stakeholders and environmental management practices: An institutional framework. Business Strategy and the Environment, 13(4), 209–222. https://doi.org/10.1002/bse.409

Dhaliwal, D. S., Li, O. Z., Tsang, A., & Yang, Y. G. (2011). Voluntary nonfinancial disclosure and the cost of equity capital: The initiation of corporate social responsibility reporting. Accounting Review, 86(1), 59–100. https://doi.org/10.2308/accr.00000005

Dhaliwal, D. S., Li, O. Z., Tsang, A., & Yang, Y. G. (2014). Corporate social responsibility disclosure and the cost of equity capital: The roles of stakeholder orientation and financial transparency. Journal of Accounting and Public Policy, 33(4), 328–355. https://doi.org/10.1016/j.jaccpubpol.2014.04.006

Dhaliwal, D. S., Radhakrishnan, S., Tsang, A., & Yang, Y. G. (2012). Nonfinancial disclosure and analyst forecast accuracy: International evidence on corporate social responsibility disclosure. Accounting Review, 87(3), 723–759. https://doi.org/10.2308/accr-10218

Diamond, D. W., & Verrecchia, R. E. (1991). Disclosure, liquidity, and the cost of capital. The Journal of Finance, 46(4), 1325–1359. https://doi.org/10.1111/j.1540-6261.1991.tb04620.x

Doh, J. P., & Guay, T. R. (2006). Corporate social responsibility, public policy, and NGO activism in Europe and the United States: An institutional-stakeholder perspective. Journal of Management Studies, 43(1), 47-73. https://doi.org/10.1111/j.1467-6486.2006.00582.x

Doh, J. P., Howton, S. D., Howton, S. W., & Siegel, D. S. (2010). Does the market respond to an endorsement of social responsibility? The role of institutions, information, and legitimacy. Journal of Management, 36(6), 1461–1485. https://doi.org/10.1177/01492063093378

Gao, F., Dong, Y., Ni, C., & Fu, R. (2016). Determinants and economic consequences of non-financial disclosure quality. European Accounting Review, 25(2), 287-317. https://doi.org/10.1080/09638180.2015.1013049

Edmonds, C. T., Edmonds, J. E., & Maher, J. J. (2011). The impact of meeting or beating analysts’ operating cash flow forecasts on a firm’s cost of debt. Advances in Accounting, 27(2), 242–255. https://doi.org/10.1016/j.adiac.2011.08.004

Eesley, C., & Lenox, M. J. (2006). Firm responses to secondary stakeholder action. Strategic Management Journal, 27(8), 765–781. https://doi.org/10.1002/smj.536

FASB. (1987). Summary of statement no. 95: Statement of cash flows.

Fombrun, C., & Shanley, M. (1990). What’s in a name? Reputation building and corporate strategy. Academy of Management Journal, 33(2), 233–258. https://doi.org/10.2307/256324

Francis, J., & Soffer, L. (1997). The relative informativeness of analysts’ stock recommendations and earnings forecast revisions. Journal of Accounting Research, 35(2), 193. https://doi.org/10.2307/2491360

Freeman, R. E., Wicks, A. C., & Parmar, B. (2004). Stakeholder theory and “the corporate objective revisited.” Organization Science, 15(3), 364–369. https://doi.org/10.1287/orsc.1040.0066

Freeman, J. (1997). Socially irresponsible and illegal behavior and shareholder wealth: A meta-analysis of event studies. Business & Society, 36(3), 221–249. https://doi.org/10.1177/000765039703600302

Givoly, D., Hayn, C., & Levy, R. (2009). The quality of analysts’ cash flow forecasts. Accounting Review, 84(6), 1877–1911. https://doi.org/10.2308/accr.2009.84.6.1877

Gloßner, S. (2017). ESG risks and the cross-section of stock returns. http://dx.doi.org/10.2139/ssrn.2980917

Godfrey, P. C. (2005). The relationship between corporate philanthropy and shareholder wealth: A risk management perspective. Academy of Management Review, 30(4), 777–798. https://doi.org/10.5465/amr.2005.18378878

Graham, J. R., Harvey, C. R., & Rajgopal, S. (2005). The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40(1–3), 3–73. https://doi.org/10.1016/j.jacceco.2005.01.002

Hamilton, V. L. (1980). Intuitive psychologist or intuitive lawyer? Alternative models of the attribution process. Journal of Personality and Social Psychology, 39(5), 767. https://doi.org/10.1037/0022-3514.39.5.767

Hasan, I., Hoi, C., Wu, Q., & Zhang, H. (2017). Does social capital matter in corporate decisions? Evidence from corporate tax avoidance. Journal of Accounting Research, 55(3), 629–668. https://doi.org/10.1111/1475-679X.12159

Hashim, N. A., & Strong, N. C. (2018). Do analysts’ cash flow forecasts improve their target price accuracy? Contemporary Accounting Research, 35(4), 1816–1842. https://doi.org/10.1111/1911-3846.12369

Hawn, O., & Ioannou, I. (2016). Mind the gap: The interplay between external and internal actions in the case of corporate social responsibility. Strategic Management Journal, 37(13), 2569–2588. https://doi.org/10.1002/smj.2464

Herremans, I. M., Akathaporn, P., & McInnes, M. (1993). An investigation of corporate social responsibility reputation and economic performance. Accounting, Organizations and Society, 18(7–8), 587–604. https://doi.org/10.1016/0361-3682(93)90044-7

Hsu, A., Koh, K., Liu, S., & Tong, Y. H. (2019). Corporate social responsibility and corporate disclosures: An investigation of investors’ and analysts’ perceptions. Journal of Business Ethics, 158(2), 507–534.

Jenkins, R. (2001). Codes of conduct: Self regulation in a global economy. https://doi.org/10.1007/s10551-017-3767-0

Jeriji, M., & Louhichi, W. (2021). The relationship between poor CSR performance and hard, negative CSR information disclosures. Sustainability Accounting, Management and Policy Journal, 12(2), 410–436. https://doi.org/10.1108/SAMPJ-04-2020-0094

Jiraporn, P., Jiraporn, N., Boeprasert, A., & Chang, K. (2014). Does corporate social responsibility (CSR) improve credit ratings? Evidence from geographic identification. Financial Management, 43(3), 505–531. https://doi.org/10.1111/fima.12044

Kelly, J. (2020, February 24). Wells Fargo forced to pay $3 billion for the bank’s fake account scandal. Forbes. Retrieved from https://www.forbes.com/sites/jackkelly/2020/02/24/wells-fargo-forced-to-pay-3-billion-for-the-banks-fake-account-scandal/?sh=54152adc42d2

Kim, R. G., Kross, W., & Suk, I. (2015). Bond analysts’ forecasts on cash flows and earnings. http://dx.doi.org/10.2139/ssrn.2629425

Kim, Y., Park, M. S., & Wier, B. (2012). Is earnings quality associated with corporate social responsibility? The Accounting Review, 87(3), 761–796. https://doi.org/10.2308/accr-10209

Kini, O., & Williams, R. (2012). Tournament incentives, firm risk, and corporate policies. Journal of Financial Economics, 103(2), 350–376. https://doi.org/10.1016/j.jfineco.2011.09.005

Kölbel, J. F., Busch, T., & Jancso, L. M. (2017). How media coverage of corporate social irresponsibility increases financial risk. Strategic Management Journal, 38(11), 2266–2284. https://doi.org/10.1002/smj.2647

Lambert, R., Leuz, C., & Verrecchia, R. E. (2007). Accounting information, disclosure, and the cost of capital. Journal of Accounting Research, 45(2), 385–420. https://doi.org/10.1111/j.1475-679X.2007.00238.x

Lange, D., & Washburn, N. T. (2012). Understanding attributions of corporate social irresponsibility. Academy of Management Review, 37(2), 300–326. https://doi.org/10.5465/amr.2010.0522

Lee, C., Palmon, D., & Yezegel, A. (2018). The corporate social responsibility information environment: Examining the value of financial analysts’ recommendations. Journal of Business Ethics, 150(1), 279–301. https://doi.org/10.1007/s10551-016-3197-4

Lev, B., Petrovic, C., & Radhakrishnan, S. (2010). Is doing good good for you? How corporate charitable contributions enhance revenue growth. Strategic Management Journal, 31(2), 182–200. https://doi.org/10.1002/smj.810

Levitt, A. (2002). Take on the street: What Wall St. and Corporate America don’t want you to know/what you can do to fight back. Vintage.

Lin-Hi, N., & Blumberg, I. (2018). The link between (not) practicing CSR and corporate reputation: Psychological foundations and managerial implications. Journal of Business Ethics, 150(1), 185–198. http://doi.org/10.1007/s10551-016-3164-0

Luo, X., Wang, H., Raithel, S., & Zheng, Q. (2015). Corporate social performance, analyst stock recommendations, and firm future returns. Strategic Management Journal, 36(1), 123–136. https://doi.org/10.1002/smj.2219

Mao, M. Q., & Yu, Y. (2015). Analysts’ cash flow forecasts, audit effort, and audit opinions on internal control. Journal of Business Finance and Accounting, 42(5–6), 635–664. https://doi.org/10.1111/jbfa.12117

McWilliams, A., & Siegel, D. (2001). Corporate social responsibility: A theory of the firm perspective. Academy of Management Review, 26(1), 117–127. https://doi.org/10.2307/259398

Mishra, S., & Modi, S. B. (2013). Positive and negative corporate social responsibility, financial leverage, and idiosyncratic risk. Journal of Business Ethics, 117(2), 431–448. https://doi.org/10.1007/s10551-012-1526-9

Montiel Olea, J. L., & Pflueger, C. (2013). A robust test for weak instruments. Journal of Business & Economic Statistics, 31(3), 358–369. https://doi.org/10.1080/00401706.2013.806694

Nardella, G., Brammer, S., & Surdu, I. (2020). Shame on who? The effects of corporate irresponsibility and social performance on organizational reputation. British Journal of Management, 31(1), 5–23. https://doi.org/10.1111/1467-8551.12365

Oikonomou, I., Brooks, C., & Pavelin, S. (2014). The effects of corporate social performance on the cost of corporate debt and credit ratings. Financial Review, 49(1), 49–75. https://doi.org/10.1111/fire.12025

Orens, R., & Lybaert, N. (2007). Does the financial analysts’ usage of non-financial information influence the analysts’ forecast accuracy? Some evidence from the Belgian sell-side financial analyst. International Journal of Accounting, 42(3), 237–271. https://doi.org/10.1016/j.intacc.2007.06.002

Pae, J., & Yoon, S. S. (2012). Determinants of analysts’ cash flow forecast accuracy. Journal of Accounting, Auditing and Finance, 27(1), 123–144. https://doi.org/10.1177/0148558X11409148

Park, C. W., & Stice, E. K. (2000). Analyst forecasting ability and the stock price reaction to forecast revisions. Review of Accounting Studies, 5(3), 259–272. https://doi.org/10.1023/A:1009668711298

Peloza, J., Loock, M., Cerruti, J., & Muyot, M. (2012). Sustainability: How stakeholder perceptions differ from corporate reality. California Management Review, 55(1), 74–97. https://doi.org/10.1525/cmr.2012.55.1.74

Pflueger, C. E., & Wang, S. (2015). A robust test for weak instruments in Stata. The Stata Journal, 15(1), 216–225. https://doi.org/10.1177/1536867X150150011

Rayburn, J. (1986). The association of operating cash flow and accruals with security returns. Journal of Accounting Research, 112–133. https://doi.org/10.2307/2490732

Russo, M. V, & Fouts, P. A. (1997). A resource-based perspective on corporate environmental performance and profitability. Academy of Management Journal, 40(3), 534–559. https://doi.org/10.2307/257052

Scheiber, N. (2022, May 12). A union blitzed Starbucks. At Amazon, it’s a slog. The New York Times.

Schuler, D. A., & Cording, M. (2006). A corporate social performance–corporate financial performance behavioral model for consumers. Academy of Management Review, 31(3), 540–558. https://doi.org/10.5465/amr.2006.21318916

Shen, C.-H., & Chih, H.-L. (2005). Investor protection, prospect theory, and earnings management: An international comparison of the banking industry. Journal of Banking & Finance, 29(10), 2675–2697. https://doi.org/10.1016/j.jbankfin.2004.10.004

Simpson, A. V. (2010). Analysts’ use of non-financial information disclosures. Contemporary Accounting Research, 27(1), 249–288. https://doi.org/10.1111/j.1911-3846.2010.01008.x

Soroka, S. (2006). Good news and bad news: Asymmetric responses to economic information. The Journal of Politics, 68(2), 372–385. https://doi.org/10.1111/j.1468-2508.2006.00413.x

Soroka, S., Daku, M., Hiaeshutter-Rice, D., Guggenheim, L., & Pasek, J. (2018). Negativity and positivity biases in economic news coverage: Traditional versus social media. Communication Research, 45(7), 1078–1098. https://doi.org/10.1177/0093650217725870

Strike, V. M., Gao, J., & Bansal, P. (2006). Being good while being bad: Social responsibility and the international diversification of US firms. Journal of International Business Studies, 37(6), 850–862.

Stock, J., & Yogo, M. (2005). Asymptotic distributions of instrumental variables statistics with many instruments. Identification and Inference for Econometric Models: Essays in Honor of Thomas Rothenberg, 109–120. https://doi.org/10.1017/CBO9780511614491.007

Wild, J. J., Subramanyam, K. R., & Halsey, R. F. (2007). Financial statement analysis. McGraw-Hill Irwin.

Yoo, C. Y., & Pae, J. (2017). Do analysts strategically employ cash flow forecast revisions to offset negative earnings forecast revisions? European Accounting Review, 26(2), 193–214. https://doi.org/10.1080/09638180.2015.1123102

Zavyalova, A., Pfarrer, M. D., Reger, R. K., & Shapiro, D. L. (2012). Managing the message: The effects of firm actions and industry spillovers on media coverage following wrongdoing. Academy of Management Journal, 55(5), 1079–1101. https://doi.org/10.5465/amj.2010.0608

Zhou, S., Simnett, R., & Green, W. (2017). Does integrated reporting matter to the capital market? Abacus, 53(1), 94–132. https://doi.org/10.1111/abac.12104

Published
2022-11-17
How to Cite
Hua, M., & Groening, C. (2022). THE ROLE OF A FIRM’S NEGATIVE MEDIA COVERAGE OF CORPORATE SOCIAL RESPONSIBILITY PRACTICES IN PREDICTING THE SUPPLY OF CASH FLOW FORECASTS. International Journal of Accounting & Finance Review, 13(1), 1-19. https://doi.org/10.46281/ijafr.v13i1.1830
Section
Regular Research Article/ Short Communication Article