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Corporate social responsibility and media coverage
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“Firms with a stronger CSR reputation tend to receive more favorable media coverage, which provides managers with incentives to use CSR as a tool to manage the public image of the firm (Cahan et al. 2015).”
From Mandatory CSR and sustainability reporting: economic analysis and literature review (2021) · cites this paper as Cahan et al. 2015
In the citing paper
“Firms with a stronger CSR reputation tend to receive more favorable media coverage, which provides managers with incentives to use CSR as a tool to manage the public image of the firm (Cahan et al. 2015).”
From Mandatory CSR and sustainability reporting: economic analysis and literature review (2021) · cites this paper as Cahan et al. 2015
In the citing paper
“Firms that report good ESG scores generate a favorable reputation and report a higher firm value (Cahan et al., 2015;Fatemi et al., 2018) [38,45].”
From Voluntary Disclosure of Carbon Emissions and Sustainable Existence of Firms: With a Focus on Human Resources of Internal Control System (2021) · cites this paper as Cahan et al., 2015
Citations
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Mandatory CSR and sustainability reporting: economic analysis and literature review
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Does corporate social responsibility reduce financial distress risk?
Boubaker, S., Cellier, A., Manita, R., & Saeed, A. (2020) · Economic Modelling · doi:10.1016/j.econmod.2020.05.012 · Cited by 492
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Corporate ESG performance and manager misconduct: Evidence from China
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Corporate Governance Meets Corporate Social Responsibility: Mapping the Interface
Zaman, R., Jain, T., Samara, G., & Jamali, D. (2020) · Business & Society · doi:10.1177/0007650320973415 · Cited by 439
“Aligned with agency theory arguments, this strand highlights that higher CSR investments tend to reduce the total compensation for CEOs (Cahan et al., 2015; Cai et al., 2011; Jian & Lee, 2015).”
BackgroundInfluentialThe differential effects of CEO narcissism and hubris on corporate social responsibility
Tang, Y., Mack, D. Z., & Chen, G. (2017) · Strategic Management Journal · doi:10.1002/smj.2761 · Cited by 394
“Consistent with this notion, Cahan et al. (2015) showed the media provides a more favorable coverage of firms with good CSR performance.”
CEO tenure and corporate social responsibility performance
Chen, W., Zhou, G., & Zhu, X. K. (2018) · Journal of Business Research · doi:10.1016/j.jbusres.2018.08.018 · Cited by 369
The Materiality Assessment and Stakeholder Engagement: A Content Analysis of Sustainability Reports
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Media Coverage of Firms: Background, Integration, and Directions for Future Research
Graf‐Vlachy, L., Oliver, A. G., Banfield, R., Konig, A. S., & Bundy, J. N. (2019) · Journal of Management · doi:10.1177/0149206319864155 · Cited by 259
“, 2017), and positive coverage following high CSR performance leads to higher Tobin’s q and lower cost of capital (Cahan et al., 2015).”
THE IMPACT OF ESG FACTORS ON MARKET VALUE OF COMPANIES FROM TRAVEL AND TOURISM INDUSTRY
Ionescu, G. H., Firoiu, D., Pirvu, R. V., & Vilag, R. D. (2019) · Technological and Economic Development of Economy · doi:10.3846/tede.2019.10294 · Cited by 244
Retail investor attention and corporate green innovation: Evidence from China
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Local corporate social responsibility, media coverage, and shareholder value
Byun, S. K., & Oh, J. (2017) · Journal of Banking & Finance · doi:10.1016/j.jbankfin.2017.09.010 · Cited by 185
Employee Stock Ownership Plans and Corporate Environmental Engagement
Kong, D., Liu, J., Wang, Y., & Ling, Z. (2023) · Journal of Business Ethics · doi:10.1007/s10551-023-05334-y · Cited by 189
“Second, studies demonstrate that favorable media coverage plays an important part in improving a company’s image (Cahan et al., 2015) and reputation (Dyck et al., 2008), thus significantly increasing firm value (Nguyen, 2015).”
Hammami, A., & Zadeh, M. H. (2019) · International Journal of Accounting and Information Management · doi:10.1108/ijaim-03-2019-0041 · Cited by 202
The effect of carbon dissemination on cost of equity
Albarrak, M. S., Elnahass, M., & Salama, A. (2019) · Business Strategy and the Environment · doi:10.1002/bse.2310 · Cited by 152
Bhaskaran, R. K., Ting, I. W. K., Sujit, K. S., & Sumod, S. D. (2020) · Managerial and Decision Economics · doi:10.1002/mde.3131 · Cited by 186
Chang, Y., He, W., & Wang, J. (2020) · Journal of Business Ethics · doi:10.1007/s10551-020-04538-w · Cited by 137
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Vogler, D., & Eisenegger, M. (2020) · Business & Society · doi:10.1177/0007650320928969 · Cited by 128
“…have been found in studies that have examined the tone in news media coverage of CSR with some showing a predominantly positive tone (Byun & Oh, 2018; Cahan et al., 2015; T. H. Lee & Riffe, 2017) and others a more negative tone (S. Y. Lee & Carroll, 2011; Luo et al., 2011; Vogler & Gisler, 2016).”
ResultLocal peer effects of corporate social responsibility
Li, C., & Wang, X. (2022) · Journal of Corporate Finance · doi:10.1016/j.jcorpfin.2022.102187 · Cited by 125
Adoption of CSR and Sustainability Reporting Standards: Economic Analysis and ReviewPreprint
Christensen, H. B., Hail, L., & Leuz, C. (2019) · Social Science Research Network · doi:10.2139/ssrn.3427748 · Cited by 112
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Turning corporate environmental ethics into firm performance: The role of green marketing programs
Han, M., Lin, H., Wang, J., Wang, Y., & Jiang, W. (2019) · Business Strategy and the Environment · doi:10.1002/bse.2290 · Cited by 107
Rahman, M., Aziz, S., & Hughes, M. (2020) · Business Strategy and the Environment · doi:10.1002/bse.2484 · Cited by 99
Shareholder Litigation and Corporate Social Responsibility
Freund, S., Nguyen, N., & Phan, H. V. (2022) · Journal of Financial and Quantitative Analysis · doi:10.1017/s002210902200031x · Cited by 64
Self-citationLi, L., Liu, Q., Tang, D., & Xiong, J. (2017) · Environmental Science and Pollution Research · doi:10.1007/s11356-017-8614-4 · Cited by 100
“More socially responsible firms receive more favorable news reportage overall; there is a stronger relation between CSR and media favorability when incentives to improve a firm’s media image are high (Cahan et al. 2015). Nyilasy et al. (2014) showed that media attention will lead different cognition of governments and…”
BackgroundInfluentialThe role of corporate philanthropy in family firm succession: A social outreach perspective
Pan, Y., Weng, R., Xu, N., & Chan, K. C. (2018) · Journal of Banking & Finance · doi:10.1016/j.jbankfin.2018.01.011 · Cited by 96
Persakis, A. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03634-x · Cited by 96
When Do ESG Controversies Reduce Firm Value in India?
Mendiratta, A., Singh, S., Yadav, S. S., & Mahajan, A. (2022) · Global Finance Journal · doi:10.1016/j.gfj.2023.100809 · Cited by 107
Duan, Y., Yang, F., & Xiong, L. (2023) · Sustainability · doi:10.3390/su151712858 · Cited by 93
Seeking Legitimacy through CSR Reporting: Evidence from China
Dai, N. T., Du, F., Young, S. M., & Tang, G. (2016) · Journal of Management Accounting Research · doi:10.2308/jmar-51627 · Cited by 91
Liu, Z. (2019) · International Journal of Production Economics · doi:10.1016/j.ijpe.2019.07.005 · Cited by 91
Does corporate social responsibility affect the cost of equity in controversial industry sectors?
Hmaittane, A., Bouslah, K., & M’Zali, B. (2019) · Review of Accounting and Finance · doi:10.1108/raf-09-2018-0184 · Cited by 82
Online search attention, firms’ ESG and operating performance
Zhao, X., Fang, L., & Zhang, K. (2023) · International Review of Economics & Finance · doi:10.1016/j.iref.2023.06.025 · Cited by 84
Corporate social responsibility and seasoned equity offerings
Dutordoir, M., Strong, N. C., & Sun, P. (2018) · Journal of Corporate Finance · doi:10.1016/j.jcorpfin.2018.03.005 · Cited by 81
Corporate Social Responsibility And Marketing Performance
Rahman, M., Rodríguez‐Serrano, M. Á., & Lambkin, M. C. (2017) · Journal of Advertising Research · doi:10.2501/jar-2017-047 · Cited by 81
Patel, P. C., Pearce, J. A., & Oghazi, P. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2020.11.013 · Cited by 76
Does corporate social responsibility reduce information asymmetry? Empirical evidence from Australia
Nguyen, V. H., Agbola, F. W., & Choi, B. (2018) · Australian Journal of Management · doi:10.1177/0312896218797163 · Cited by 77
“Another technique recently used in the literature to control for endogeneity is PSM (e.g. Benlemlih and Bitar, 2018; Cahan et al., 2015; Chang et al., 2018).”
MethodResultInfluentialBuilding Eco-friendly Corporations: The Role of Minority Shareholders
Yao, S., Pan, Y., Wang, L., Şensoy, A., & Cheng, F. (2022) · Journal of Business Ethics · doi:10.1007/s10551-022-05291-y · Cited by 75
“However, with the rapid development of internet technologies and the prosperity of social media, information can be quickly disseminated through various channels to different groups of people (Dickson and Ekman, 2008; Dyck et al., 2008; Cahan et al., 2015).”
BackgroundESG performance and corporate fraudulence: Evidence from China
Su, F., Guan, M., Liu, Y., & Liu, J. (2024) · International Review of Financial Analysis · doi:10.1016/j.irfa.2024.103180 · Cited by 74
CEO Career Concerns in Early Tenure and Corporate Social Responsibility (CSR) Reporting
Chen, L., Liao, C., Tsang, A., & Yu, L. G. (2017) · Contemporary Accounting Research · doi:10.1111/1911-3846.12874 · Cited by 82
Self-citationKhamisu, M. S., Paluri, R. A., & Sonwaney, V. P. (2024) · Cogent Business & Management · doi:10.1080/23311975.2024.2322027 · Cited by 71
“This is consistent with Cahan et al. (2015), who argue that firms with good ESG performance attract beneficial publicity while realizing greater firm value or lower cost of capital.”
Sustainability performance and social media: an explorative analysis
Russo, S., Schimperna, F., Lombardi, R., & Ruggiero, P. (2021) · Meditari Accountancy Research · doi:10.1108/medar-03-2021-1227 · Cited by 75
Economic Analysis of Widespread Adoption of CSR and Sustainability Reporting Standards
Christensen, H. B., Hail, L., & Leuz, C. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3315673 · Cited by 67
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“, employee motivation, labor welfare, organization–employee bonding [12,13]; customers’ valuation and brand recognition [14,15]; and, last but not least, governance activities (GOV) related to regulatory obligation towards the society and good corporate performances [16,17].”
BackgroundWho's Greenwashing Via the Media and What are the Consequences? Evidence From China
Cao, J., Faff, R. W., He, J., & Li, Y. (2022) · Abacus · doi:10.1111/abac.12273 · Cited by 65
ESG Reputational Risk, Corporate Payouts and Firm Value
Chasiotis, I., Gounopoulos, D., Konstantios, D., & Patsika, V. (2023) · British Journal of Management · doi:10.1111/1467-8551.12745 · Cited by 69
Can Advertising Investments Counter the Negative Impact of Shareholder Complaints on Firm Value?
Wies, S., Hoffmann, A. O. I., Jaakko Aspara, A., & Pennings, J. M. E. (2019) · Journal of Marketing · doi:10.1177/0022242919841584 · Cited by 63
“While previous research has focused on the antecedents and outcomes of shareholder complaints (e.g., Cai and Walkling 2011; Gillan and Starks 2007; Goranova and Ryan 2014), systematic research on firm response to shareholder complaints is scarce.”
MethodSustainability and financial performance relationship: international evidence
Yılmaz, İ. (2021) · World Journal of Entrepreneurship Management and Sustainable Development · doi:10.1108/wjemsd-10-2020-0133 · Cited by 68
ESG Disclosure and Firm Performance: An Asset-Pricing Approach
Khandelwal, V., Sharma, P., & Chotia, V. (2023) · Risks · doi:10.3390/risks11060112 · Cited by 63
Is a client's corporate social responsibility performance a source of audit complexity?
Garcia, J., de Villiers, C., & Li, L. Z. (2020) · International Journal of Auditing · doi:10.1111/ijau.12207 · Cited by 60
Saeed, A., Noreen, U., Azam, A., & Tahir, M. (2021) · Sustainability · doi:10.3390/su13073596 · Cited by 59
“However, some prior CSR gurus consider governance as different from the core theme of the firm’s CSR [33,34].”
BackgroundExploring the Relationship Between ESG Performance and Green Bond Issuance
Wang, S., & Wang, D. D. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.897577 · Cited by 65
Asimakopoulos, P., Asimakopoulos, S., & Li, X. (2023) · European Journal of Finance · doi:10.1080/1351847x.2022.2150559 · Cited by 58
“Moreover, prior studies analyze how ESG affects risks (Oikonomou, Brooks, and Pavelin 2012; Lins, Servaes, and Tamayo 2017), media coverage (Cahan et al. 2015), and credit ratings (Oikonomou, Brooks, and Pavelin 2014).”
BackgroundHerding in Analysts' Recommendations: The Role of Media
Frijns, B., & Huynh, T. (2015) · Journal of Banking & Finance · doi:10.1016/j.jbankfin.2018.03.010 · Cited by 60
Zaman, R., Bahadar, S., Kayani, U. N., & Arslan, M. (2018) · Corporate Governance · doi:10.1108/cg-01-2018-0042 · Cited by 56
Balluchi, F., Lazzini, A., & Torelli, R. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.125744 · Cited by 56
Does Lesbian and Gay Friendliness Pay Off? A New Look at LGBT Policies and Firm Performance
Fatmy, V., Kihn, J., Sihvonen, J., & Vähämaa, S. (2019) · Accounting and Finance · doi:10.1111/acfi.12787 · Cited by 63
Water disclosure and firm risk: Empirical evidence from highly water‐sensitive industries in China
Zeng, H., Zhang, T., Zhou, Z., Zhao, Y., & Chen, X. (2019) · Business Strategy and the Environment · doi:10.1002/bse.2347 · Cited by 55
An integrated theory of the firm approach to environmental, social and governance performance
Huang, D. Z. (2021) · Accounting and Finance · doi:10.1111/acfi.12832 · Cited by 63
The impact of digital transformation on corporate total factor productivity
Li, N., Wang, X., Wang, Z., & Luan, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1071986 · Cited by 58
“In particular, Cahan et al. (2015) find that excellent ESG performance generates favorable publicity.”
BackgroundCSR Disclosure and Investor Behavior: A Proposed Framework and Research Agenda
Gödker, K., & Mertins, L. (2017) · Behavioral Research in Accounting · doi:10.2308/bria-51976 · Cited by 53
Carbon RiskPreprint
Görgen, M., Jacob, A., Nerlinger, M., Riordan, R., Rohleder, M., & Wilkens, M. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2930897 · Cited by 101
Espinosa‐Méndez, C., Maquieira, C. P., & Arias, J. (2023) · Sustainability · doi:10.3390/su15076176 · Cited by 50
Zhang, C., & Chen, D. (2023) · PLoS ONE · doi:10.1371/journal.pone.0279220 · Cited by 63
“On the other hand, the active fulfillment of social responsibility can send positive signals to the market about the good business performance of the company, which indicates that the company is capable of participating in social responsibility activities with its resources and helps to attract positive media attentio…”
BackgroundLocal media sentiment towards pollution and its effect on corporate green innovation
Yu, H., Lu, S., Wei, R., & Wang, S. (2024) · International Review of Financial Analysis · doi:10.1016/j.irfa.2024.103332 · Cited by 50
Hauptmann, C. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.3067422 · Cited by 48
“Although Chih et al. (2010) do not find significant results on this relationship for a broad set of international firms from the financial industry, they do find that financial institutions engage more in CSR when competition is more intense, in order to gain a competitive advantage. Wu and Shen (2013) discuss three p…”
InfluentialIt is Not Only What You Say, But How You Say It: ESG, Corporate News, and the Impact on CDS Spreads
Naumer, H.-J., & Yurtoğlu, B. B. (2019) · Global Finance Journal · doi:10.1016/j.gfj.2020.100571 · Cited by 48
Decoding the impact of firm‐level ESG performance on financial disclosure quality
Ferdous, L. T., Rana, T., & Yeboah, R. (2025) · Business Strategy and the Environment · doi:10.1002/bse.3982 · Cited by 46
Corporate misconduct, media coverage, and stock returns
Kim, H.-E., Jo, H., Ahn, T.-W., & Yi, J. (2022) · International Review of Financial Analysis · doi:10.1016/j.irfa.2022.102381 · Cited by 46
Tang, Y., Li, Q., Zhou, F., & Sun, M. (2023) · Journal of Business Ethics · doi:10.1007/s10551-023-05515-9 · Cited by 47
“The media will make positive publicity for companies that actively undertake social responsibility (Cahan et al., 2015).”
Yook, K., & Lee, S. (2020) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.1918 · Cited by 45
Political embeddedness, media positioning and corporate social responsibility: Evidence from China
Yu, Y., & Chi, J. (2021) · Emerging Markets Review · doi:10.1016/j.ememar.2021.100799 · Cited by 44
Su, F. P., Liang, X., Cai, S., Chen, S., & Fahad, S. (2021) · Economic Research-Ekonomska Istraživanja · doi:10.1080/1331677x.2021.2019597 · Cited by 43
“…macro perspective, CSR as a social appeal, will be significantly affected by the external environment and institutional factors, such as public opinion environment, media attention, and marketization process (Cahan et al., 2015; Chen et al., 2019; El Ghoul et al., 2019; Zyglidopoulos et al., 2012).”
Eerola, T. (2022) · Resources Policy · doi:10.1016/j.resourpol.2022.102568 · Cited by 45
Liao, Z., Chen, J., Weng, C., & Zhu, C.-B. (2023) · Economic Analysis and Policy · doi:10.1016/j.eap.2023.08.016 · Cited by 45
The Green Tobin's q: theory and evidence
Faria, J. R., Tindall, G., & Terjesen, S. A. (2022) · Energy Economics · doi:10.1016/j.eneco.2022.106033 · Cited by 49
ESG metrics and social equity: Investigating commensurability
Keeley, A. R., Chapman, A. J., Yoshida, K., Xie, J., Arachchi, J. I., Takeda, S., & Managi, S. (2022) · Frontiers in Sustainability · doi:10.3389/frsus.2022.920955 · Cited by 41
Corporate Philanthropy After Fraud Punishment: An Institutional Perspective
Zhang, L., Xu, Y.-H., Chen, H.-H., & Jing, R.-T. (2020) · Management and Organization Review · doi:10.1017/mor.2019.41 · Cited by 42
Aziz, S., Rahman, M., Hussain, D., & Nguyen, D. K. (2021) · Ecological Economics · doi:10.1016/j.ecolecon.2021.107182 · Cited by 37
ESG–CFP Linkages: A Review of Its Antecedents and Scope for Future Research
Singh, A., Singh, P., & Shome, S. (2022) · Indian Journal of Corporate Governance · doi:10.1177/09746862221089062 · Cited by 36
“The researchers who advocate a ‘positive relationship’ contend that firms that advocate more CSR activities do not have to face high labour malingering and can generate greater customer loyalty (Cahan et al., 2015; Eccles et al., 2014; Fatemi et al., 2015; Filbeck et al., 2009; Freeman, 1984; Gutsche, 2016; Lo & Sheu,…”
BackgroundDo corporate carbon emissions affect risk and capital costs?
Arian, A. G., & Sands, J. (2024) · International Review of Economics & Finance · doi:10.1016/j.iref.2024.04.018 · Cited by 36
Does CSR disclosure influence financial performance of firms? Evidence from an emerging economy
Singh, A., & Chakraborty, M. (2021) · Sustainability Accounting Management and Policy Journal · doi:10.1108/sampj-02-2018-0042 · Cited by 41
Azimli, A., & Çek, K. (2023) · Sustainability Accounting Management and Policy Journal · doi:10.1108/sampj-09-2022-0464 · Cited by 37
Impact of ESG on firm value: a conceptual review of the literature
Narula, R., Ps, R., & Rao, A. A. (2023) · Journal of Social and Economic Development · doi:10.1007/s40847-023-00267-8 · Cited by 35
“Not only this, firms act in a more socially responsible manner toward favorable media coverage and use CSR to actively manage their public image (Cahan et al. 2015).”
Wu, W. Y., Chen, W., Fu, Y., Jiang, Y., & Huang, G. Q. (2022) · Computers in Industry · doi:10.1016/j.compind.2022.103700 · Cited by 35
Mandatory corporate ESG disclosure and default risk – Evidence from China
Li, W., Du, H., & He, F. (2024) · Pacific-Basin Finance Journal · doi:10.1016/j.pacfin.2024.102578 · Cited by 34
Does Media Exposure Affect Financial Reporting Quality Through Auditors?
Cahan, S. F., Chen, C., & Wang, R. (2020) · Journal of Accounting Auditing & Finance · doi:10.1177/0148558x20936083 · Cited by 34
“(2015) and Cahan et al. (2015). We use this database to determine the number of news items about a particular client.”
BackgroundMethodResultInfluentialSelf-citationOwolabi, A., Mousavi, M. M., Gözgör, G., & Li, J. (2024) · Energy Economics · doi:10.1016/j.eneco.2024.107925 · Cited by 33
Asogwa, C. I., Ofoegbu, G. N., Nnam, I. J., & Chukwunwike, O. D. (2019) · Cogent Business & Management · doi:10.1080/23311975.2019.1683124 · Cited by 32
“To determine which model should be used to analyze the effect of board leadership style and characteristic on persistence, we carried Hausman random verses fixed effect test (Cahan et al., 2015; Gujarati, 2004).”
BackgroundMethodInfluentialOption traders are concerned about climate risks: ESG ratings and short-term sentiment
Ford, J. M., Gehricke, S. A., & Zhang, J. E. (2022) · Journal of Behavioral and Experimental Finance · doi:10.1016/j.jbef.2022.100687 · Cited by 32
Flood risk and corporate future orientation: Evidence from sea level rise risk
Du, Q., Tsang, A., & Wang, Y. (2023) · Journal of Business Finance & Accounting · doi:10.1111/jbfa.12703 · Cited by 31
Lee, J., Kim, S., & Kim, E. (2021) · Sustainability · doi:10.3390/su13179955 · Cited by 30
“Firms that report good ESG scores generate a favorable reputation and report a higher firm value (Cahan et al., 2015; Fatemi et al., 2018) [38,45].”
Background
Metadata
- Authors
- Cahan, S. F., Chen, C., Chen, L., & Nguyen, N. H.
- Affiliations
- University of Auckland (NZ)
- Massey University (NZ)
- Corresponding author
- Cahan, Steven F.
- Venue
- Journal of Banking & Finance
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 59
- Pages
- 409-422
- ISSN
- 0378-4266 (ISSN-L)
- OpenAlex
- W1744998595
- Cited by
- 365
- References
- 57
- Citations by year
- 2026: 30 · 2025: 73 · 2024: 45 · 2023: 52 · 2022: 42 · 2021: 33 · 2020: 28 · 2019: 29 · 2018: 13 · 2017: 16 · 2016: 2 · 2015: 1
- FWCI
- 29.88
- Type
- journal article
- Language
- en
- Open access
- green
- papers.ssrn.com
- Locations
- Journal of Banking & Finance (publishedVersion)
- SSRN Electronic Journal (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- ANU Open Research (Australian National University) (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Corporate Social Responsibility Reporting
- Social Sciences › Business, Management and Accounting › Strategy and Management › Corporate Identity and Reputation
- Social Sciences › Communication › Public Relations and Crisis Communication
- Keywords
- corporate social responsibility, media coverage, investor sentiment, seasoned equity offerings, business valuation, cost of capital, media slant
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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