ESG Content Intensity and Sustainability Report Timeliness
DOI:
https://doi.org/10.31181/jidmgc21202630Keywords:
Sustainability Reporting, Timeliness, ESG, Intensity Content, Sustainability Committee, Corporate GovernanceAbstract
This study investigates the relationship between ESG content intensity and disclosure speed while analyzing the moderating role of board-level sustainability committees. The study employs a quantitative research design using a panel dataset of non-financial firms listed on the BIST Sustainability Index from 2014 to 2023. ESG content intensity is measured using BERT-based computational text analysis, and hypotheses are tested using fixed-effects panel regression models. Higher ESG content intensity has been demonstrated to be significantly associated with accelerated report disclosure. The role of sustainability committees in promoting efficiency in reporting processes is also a salient factor. However, a substantial negative interaction effect indicates that committee effectiveness diminishes as content complexity increases, thereby demonstrating a governance bottleneck. For regulators, the findings suggest that uniform disclosure deadlines may be counterproductive; tiered deadlines based on content complexity could be more effective. For practitioners, the results highlight the need to invest in digital reporting infrastructure to mitigate governance bottlenecks. For investors, disclosure timeliness can serve as a quantifiable metric of managerial agility and information risk, with delays in committee-led firms signaling potential internal control weaknesses. This study provides the first systematic examination of the ESG content-timeliness relationship in an emerging market using advanced NLP techniques. It introduces "temporal signaling" to sustainability literature and offers novel empirical evidence on the dual role of sustainability committees, providing a more nuanced understanding of corporate disclosure dynamics.
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References
Eccles, R. G., Ioannou, I., & Serafeim, G. (2014). The impact of corporate sustainability on organizational processes and performance. Management Science, 60(11), 2835-2857. https://doi.org/10.1287/mnsc.2014.1984
Friede, G., Busch, T., & Bassen, A. (2015). ESG and financial performance: aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment, 5(4), 210-233. https://doi.org/10.1080/20430795.2015.1118917
Bebbington, J., & Unerman, J. (2018). Achieving the United Nations Sustainable Development Goals: an enabling role for accounting research. Accounting, Auditing & Accountability Journal, 31(1), 2-24. https://doi.org/10.1108/AAAJ-05-2017-2929
Albitar, K., Hussainey, K., Kolade, N., & Gerged, A. M. (2020). ESG disclosure and firm performance before and after IR: The moderating role of governance mechanisms. International Journal of Accounting & Information Management, 28(3), 429-444. https://doi.org/10.1108/IJAIM-09-2019-0108
Carnini Pulino, S., Ciaburri, M., Magnanelli, B. S., & Nasta, L. (2022). Does ESG disclosure influence firm performance? Sustainability, 14(13), 7595. https://doi.org/10.3390/su14137595
Healy, P. M., & Palepu, K. G. (2001). Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature. Journal of Accounting and Economics, 31(1-3), 405-440. https://doi.org/10.1016/S0165-4101(01)00018-0
Bartov, E., & Konchitchki, Y. (2017). SEC filings, regulatory deadlines, and capital market consequences. Accounting Horizons, 31(4), 109-131. https://doi.org/10.2308/acch-51887
Lee, M. T., & Raschke, R. L. (2023). Stakeholder legitimacy in firm greening and financial performance: What about greenwashing temptations? Journal of Business Research, 155, 113393. https://doi.org/10.1016/j.jbusres.2022.113393
Christensen, H. B., Hail, L., & Leuz, C. (2021). Mandatory CSR and sustainability reporting: economic analysis and literature review. Review of Accounting Studies, 26(3), 1176-1248. https://doi.org/10.1007/s11142-021-09609-5
Bailey, C., Nash, J., & Xu, L. (2024). Disclosure committees: Implications for disclosure quality and timeliness. European Accounting Review, 33(2), 461-487. https://doi.org/10.1080/09638180.2022.2093239
El Mahdy, D., Lee, E., Synn, C., & Zhang, Y. (2025). ESG Disclosure and the Timeliness of Earnings Announcements and Audit Reports. Auditing: A Journal of Practice & Theory, 1-26. https://doi.org/10.2308/AJPT-2024-134
Benvenuto, M., Aufiero, C., & Viola, C. (2023). A systematic literature review on the determinants of sustainability reporting systems. Heliyon, 9(4), e14893. https://doi.org/10.1016/j.heliyon.2023.e14893
Li, Y., Liu, S., & Zhou, Y. (2025). Managerial ability, audit quality, and audit report lag. Advances in Accounting, 68, 100780. https://doi.org/10.1016/j.adiac.2024.100780
Qaderi, S. A., Ghaleb, B. A. A., Hashed, A. A., Chandren, S., & Abdullah, Z. (2022). Board characteristics and integrated reporting strategy: does sustainability committee matter? Sustainability, 14(10), 6092. https://doi.org/10.3390/su14106092
Abdullah, A., Yamak, S., Korzhenitskaya, A., Rahimi, R., & McClellan, J. (2024). Sustainable development: The role of sustainability committees in achieving ESG targets. Business Strategy and the Environment, 33(3), 2250-2268. https://doi.org/10.1002/bse.3596
Alodat, A. Y., & Hao, Y. (2025). Environmental, social and governance (ESG) disclosure and firm performance: moderating role of board gender diversity and sustainability committee. Sustainable Development, 33(1), 636-651. https://doi.org/10.1002/sd.3126
Blankespoor, E., deHaan, E., & Marinovic, I. (2020). Disclosure processing costs, investors' information choice, and equity market outcomes: A review. Journal of Accounting and Economics, 70(2-3), 101344. https://doi.org/10.1016/j.jacceco.2020.101344
Rahmandad, H. (2008). Effect of delays on complexity of organizational learning. Management Science, 54(7), 1297-1312. https://doi.org/10.1287/mnsc.1080.0870
Durand, G. (2019). The determinants of audit report lag: a meta-analysis. Managerial Auditing Journal, 34(1), 44-75. https://doi.org/10.1108/MAJ-06-2017-1572
Singhania, M., & Saini, N. (2023). Institutional framework of ESG disclosures: comparative analysis of developed and developing countries. Journal of Sustainable Finance & Investment, 13(1), 516-559. https://doi.org/10.1080/20430795.2021.1964810
Krueger, P., Sautner, Z., Tang, D. Y., & Zhong, R. (2024). The effects of mandatory ESG disclosure around the world. Journal of Accounting Research, 62(5), 1795-1847. https://doi.org/10.1111/1475-679X.12548
Jiang, L., Chang, Z., Yao, W., Huang, L., & Zhou, S. (2024). Transcend local for global: ESG as a legitimacy signal in the global expansion of emerging multinational enterprises. Finance Research Letters, 69, 106174. https://doi.org/10.1016/j.frl.2024.106174
Tauringana, V. (2021). Sustainability reporting challenges in developing countries: towards management perceptions research evidence-based practices. Journal of Accounting in Emerging Economies, 11(2), 194-215. https://doi.org/10.1108/JAEE-01-2020-0007
IFRS Foundation. (2023). IFRS S1 General Requirements for Disclosure of Sustainability-related Financial Information. International Sustainability Standards Board.
Connelly, B. L., Certo, S. T., Ireland, R. D., & Reutzel, C. R. (2011). Signaling theory: a review and assessment. Journal of Management, 37(1), 39-67. https://doi.org/10.1177/0149206310388419
Lys, T., Naughton, J. P., & Wang, C. (2015). Signaling through corporate accountability reporting. Journal of Accounting and Economics, 60(1), 56-72. https://doi.org/10.1016/j.jacceco.2015.03.001
Galbraith, J. (1973). Designing Complex Organizations. Addison-Wesley.
Arkoh, P., Costantini, A., & Scarpa, F. (2024). Determinants of sustainability reporting: a systematic literature review. Corporate Social Responsibility and Environmental Management, 31(3), 1578-1597. https://doi.org/10.1002/csr.2645
Driss, H., Drobetz, W., El Ghoul, S., & Guedhami, O. (2024). The Sustainability committee and environmental disclosure: international evidence. Journal of Economic Behavior & Organization, 221, 602-625. https://doi.org/10.1016/j.jebo.2024.02.019
El Ghoul, S., Guedhami, O., Kwok, C. C., & Mishra, D. R. (2011). Does corporate social responsibility affect the cost of capital? Journal of Banking & Finance, 35(9), 2388-2406. https://doi.org/10.1016/j.jbankfin.2011.02.007
Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman.
Zhang, M., Shen, Q., Zhao, Z., Wang, S., & Huang, G. Q. (2025). Optimizing ESG reporting: innovating with E-BERT models in nature language processing. Expert Systems with Applications, 265, 125931. https://doi.org/10.1016/j.eswa.2024.125931
Brown, S., & Hillegeist, S. A. (2007). How disclosure quality affects the level of information asymmetry. Review of Accounting Studies, 12(2), 443-477. https://doi.org/10.1007/s11142-007-9032-5
Bhuiyan, M. B. U., Man, Y., & Lont, D. H. (2024). Audit report lag and the cost of equity capital. Journal of Capital Markets Studies, 8(2), 212-241. https://doi.org/10.1108/JCMS-02-2024-0008
De Villiers, C., Hsiao, P. C. K., & Maroun, W. (2017). Developing a conceptual model of influences around integrated reporting, new insights and directions for future research. Meditari Accountancy Research, 25(4), 450-460. https://doi.org/10.1108/MEDAR-07-2017-0183
Setyaningsih, S., Widjojo, R., & Kelle, P. (2024). Challenges and opportunities in sustainability reporting: a focus on small and medium enterprises (SMEs). Cogent Business & Management, 11(1), 2298215. https://doi.org/10.1080/23311975.2023.2298215
Abouelela, O., Diab, A., & Saleh, S. (2025). The determinants of the relationship between auditor tenure and audit report lag: evidence from an emerging market. Cogent Business & Management, 12(1), 2444553. https://doi.org/10.1080/23311975.2024.2444553
Alshbili, I., & Elamer, A. A. (2020). The influence of institutional context on corporate social responsibility disclosure: a case of a developing country. Journal of Sustainable Finance & Investment, 10(3), 269-293. https://doi.org/10.1080/20430795.2019.1677440
Friske, W., Hoelscher, S. A., & Nikolov, A. N. (2023). The impact of voluntary sustainability reporting on firm value: Insights from signaling theory. Journal of the Academy of Marketing Science, 51(2), 372-392. https://doi.org/10.1007/s11747-022-00879-2
Ioannou, I., & Serafeim, G. (2015). The impact of corporate social responsibility on investment recommendations: analysts' perceptions and shifting institutional logics. Strategic Management Journal, 36(7), 1053-1081. https://doi.org/10.1002/smj.2268
Sulimany, H. G. H. (2025). Effect of environmental, social and governance performance on the financial reporting lag of Saudi listed companies. Humanities and Social Sciences Communications, 12(1), 1-8. https://doi.org/10.1057/s41599-025-05709-8
Lagasio, V. (2024). ESG-washing detection in corporate sustainability reports. International Review of Financial Analysis, 96, 103742. https://doi.org/10.1016/j.irfa.2024.103742
Dienes, D., Sassen, R., & Fischer, J. (2016). What are the drivers of sustainability reporting? A systematic review. Sustainability Accounting, Management and Policy Journal, 7(2), 154-189. https://doi.org/10.1108/SAMPJ-08-2014-0050
Huang, J., Wang, D. D., & Wang, Y. (2024). Textual Attributes of Corporate Sustainability Reports and ESG Ratings. Sustainability, 16(21), 9270. https://doi.org/10.3390/su16219270
Schimanski, T., Reding, A., Reding, N., Bingler, J., Kraus, M., & Leippold, M. (2024). Bridging the gap in ESG measurement: using NLP to quantify environmental, social, and governance communication. Finance Research Letters, 61, 104979. https://doi.org/10.1016/j.frl.2024.104979
Burke, J. J., Hoitash, R., & Hoitash, U. (2019). The heterogeneity of board-level sustainability committees and corporate social performance. Journal of Business Ethics, 154, 1161-1186. https://doi.org/10.1007/s10551-017-3453-2
Velte, P., & Stawinoga, M. (2020). Do chief sustainability officers and CSR committees influence CSR-related outcomes? A structured literature review based on empirical-quantitative research findings. Journal of Management Control, 31(4), 333-377. https://doi.org/10.1007/s00187-020-00308-x
Dixon-Fowler, H. R., Ellstrand, A. E., & Johnson, J. L. (2017). The role of board environmental committees in corporate environmental performance. Journal of Business Ethics, 140, 423-438. https://doi.org/10.1007/s10551-015-2664-7
Naveed, K., Farooq, M. B., Zahir-Ul-Hassan, M. K., & Rauf, F. (2025). AI adoption, ESG disclosure quality and sustainability committee heterogeneity: evidence from Chinese companies. Meditari Accountancy Research, 33(2), 708-732. https://doi.org/10.1108/MEDAR-02-2024-2374
Gull, A. A., Sarang, A. A. A., Mushtaq, R., & Ahsan, T. (2024). Sustainability committee and environmental decoupling: International evidence. Corporate Social Responsibility and Environmental Management, 31(2), 1268-1287. https://doi.org/10.1002/csr.2631
Radu, C., & Smaili, N. (2024). CSR-related governance mechanisms: Is the impact on CSR performance effective or symbolic? In Handbook on Corporate Governance and Corporate Social Responsibility (pp. 136-146). Edward Elgar Publishing. https://doi.org/10.4337/9781802208771.00021
Testa, F., Boiral, O., & Iraldo, F. (2018). Internalization of environmental practices and institutional complexity: Can stakeholders pressures encourage greenwashing? Journal of Business Ethics, 147(2), 287-307. https://doi.org/10.1007/s10551-015-2960-2
Pirson, M., & Turnbull, S. (2011). Corporate governance, risk management, and the financial crisis: An information processing view. Corporate Governance: An International Review, 19(5), 459-470. https://doi.org/10.1111/j.1467-8683.2011.00860.x
Behnampour, M., & Momeni, E. (2025). Audit report lag and its contemporary issues: a comparative review of literature. Asian Review of Accounting, 1-25. https://doi.org/10.1108/ARA-06-2024-0191
Clarkson, P. M., Li, Y., Richardson, G. D., & Vasvari, F. P. (2008). Revisiting the relation between environmental performance and environmental disclosure: an empirical analysis. Accounting, Organizations and Society, 33(4-5), 303-327. https://doi.org/10.1016/j.aos.2007.05.003
Babayigit, B., & Sattuf, H. (2025). BERT-based keyword extraction model for the Turkish language. Neural Computing and Applications, 37, 9807–9819. https://doi.org/10.1007/s00521-025-11103-x
Lewis, C., & Young, S. (2019). Fad or future? Automated analysis of financial text and its implications for corporate reporting. Accounting and Business Research, 49(5), 587-615. https://doi.org/10.1080/00014788.2019.1611730
Loughran, T., & McDonald, B. (2016). Textual analysis in accounting and finance: a survey. Journal of Accounting Research, 54(4), 1187-1230. https://doi.org/10.1111/1475-679X.12123
Devlin, J., Chang, M. W., Lee, K., & Toutanova, K. (2019). Bert: pre-training of deep bidirectional transformers for language understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) (pp. 4171-4186).
Gupta, A., Chadha, A., & Tewari, V. (2024). A natural language processing model on bert and yake technique for keyword extraction on sustainability reports. IEEE Access, 12, 7942-7951. https://doi.org/10.1109/ACCESS.2024.3352742
Li, W. Y., Chersoni, E., & Ngai, C. S. B. (2024). Evaluating multilingual language models for cross-lingual ESG issue identification. In Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing@ LREC-COLING 2024 (pp. 50-58).
García-Sánchez, I. M., Gomez-Miranda, M. E., David, F., & Rodríguez-Ariza, L. (2019). The explanatory effect of CSR committee and assurance services on the adoption of the IFC performance standards, as a means of enhancing corporate transparency. Sustainability Accounting, Management and Policy Journal, 10(5), 773-797. https://doi.org/10.1108/SAMPJ-09-2018-0261
Kuzey, C., & Uyar, A. (2017). Determinants of sustainability reporting and its impact on firm value: evidence from the emerging market of Turkey. Journal of Cleaner Production, 143, 27-39. https://doi.org/10.1016/j.jclepro.2016.12.153
Hahn, R., & Kühnen, M. (2013). Determinants of sustainability reporting: a review of results, trends, theory, and opportunities in an expanding field of research. Journal of Cleaner Production, 59, 5-21. https://doi.org/10.1016/j.jclepro.2013.07.005
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. The Accounting Review, 86(1), 59-100. https://doi.org/10.2308/accr.00000005
Cormier, D., & Magnan, M. (2015). The economic relevance of environmental disclosure and its impact on corporate legitimacy: an empirical investigation. Business Strategy and the Environment, 24(6), 431-450. https://doi.org/10.1002/bse.1829
Lee, H., Mande, V., & Son, M. (2008). A comparison of reporting lags of multinational and domestic firms. Journal of International Financial Management and Accounting, 19(1), 28-56. https://doi.org/10.1111/j.1467-646X.2008.01015.x
Krause, R., Semadeni, M., & Cannella, A. A. Jr. (2014). CEO duality: a review and research agenda. Journal of Management, 40(1), 256-286. https://doi.org/10.1177/0149206313503013
Adams, R. B., & Ferreira, D. (2009). Women in the boardroom and their impact on governance and performance. Journal of Financial Economics, 94(2), 291-309. https://doi.org/10.1016/j.jfineco.2008.10.007
Brown, H. S., de Jong, M., & Levy, D. L. (2009). Building institutions based on information disclosure: lessons from GRI's sustainability reporting. Journal of Cleaner Production, 17(6), 571-580. https://doi.org/10.1016/j.jclepro.2008.12.009
Simnett, R., Vanstraelen, A., & Chua, W. F. (2009). Assurance on sustainability reports: an international comparison. The Accounting Review, 84(3), 937-967. https://doi.org/10.2308/accr.2009.84.3.937
Barber, B. M., & Lyon, J. D. (1996). Detecting abnormal operating performance: the empirical power and specification of test statistics. Journal of Financial Economics, 41(3), 359-399. https://doi.org/10.1016/0304-405X(96)84701-5
Filatotchev, I., Ireland, R. D., & Stahl, G. K. (2022). Contextualizing management research: An open systems perspective. Journal of Management Studies, 59(4), 1036-1056. https://doi.org/10.1111/joms.12754
Hoitash, R., & Hoitash, U. (2018). Measuring accounting reporting complexity with XBRL. The Accounting Review, 93(1), 259-287. https://doi.org/10.2308/accr-51762
Holm, C., & Rikhardsson, P. (2008). Experienced and novice investors: does environmental information influence investment allocation decisions? European Accounting Review, 17(3), 537-557. https://doi.org/10.1080/09638180802016627
Jensen, M. C., & Meckling, W. H. (1976). Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics, 3(4), 305-360.
Polii, H. R. L., Soewignyo, F., Sumanti, E. R., & Mandagi, D. W. (2023). Predictive ability of financial and non-financial performance for financial statement publication time frame: moderating role of covid-19 pandemic. Revista de Gestao Social E Ambiental, 17(2), 1-22. https://doi.org/10.24857/rgsa.v17n2-009
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