Firm Size Moderating-Investor Perception Mediation: Green Accounting, Carbon-Audit Factors on Financial Performance
DOI:
https://doi.org/10.61255/jeemba.v4i4.1051Keywords:
Financial Accounting, Audit, Sustainability ReportingAbstract
This study investigates how Green Accounting, Carbon Tax, Carbon Emission Disclosure, Audit Opinion, and Audit Quality affect Financial Performance, with Investor Perception serving as a mediating variable and Firm Size as a moderating variable. The sample consists of Energy Sector companies listed on the Indonesia Stock Exchange from 2021 to 2024, selected through Purposive Sampling. Panel regression models, including CEM, FEM, and REM, were used to analyze the data. Model selection relied on the Chow, Hausman, and Lagrange Multiplier tests, alongside Classical Assumption, F, t, and R² tests, all processed using EViews 12. The findings confirm that every independent variable has a positive and significant effect on Financial Performance. Regarding moderation, Firm Size amplifies the impact of Green Accounting and Carbon Tax on Financial Performance, but this moderating effect does not extend to Carbon Emission Disclosure, Audit Opinion, or Audit Quality. As for mediation, Investor Perception partially mediates the relationships between the independent variables and Financial Performance, with the sole exception of Audit Quality.
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Abbass, K., Qasim, M. Z., Song, H., Murshed, M., Mahmood, H., & Younis, I. (2022). A Review of the Global Climate Change Impacts, Adaptation, and Sustainable Mitigation Measures. Environmental Science and Pollution Research, 29(28), 42539–42559. https://doi.org/10.1007/s11356-022-19718-6
Abdi, Y., Li, X., & Càmara-Turull, X. (2021). Exploring the Impact of Sustainability (ESG) Disclosure on Firm Value and Financial Performance (FP) in Airline Industry: the Moderating Role of Size and Age. Environment, Development and Sustainability, 24, 5052–5079. https://doi.org/10.1007/s10668-021-01649-w
Addo, E. K., Kabo-bah, A. T., Diawuo, F. A., & Debrah, S. K. (2023). The Role of Nuclear Energy in Reducing Greenhouse Gas (GHG) Emissions and Energy Security: A Systematic Review. International Journal of Energy Research, 2023(1), 8823507. https://doi.org/10.1155/2023/8823507
Adu, D. A., Flynn, A., & Grey, C. (2023). Carbon Performance, Financial Performance and Market Value: The Moderating Effect of Pay Incentives. Business Strategy and the Environment, 32(4), 2111–2135. https://doi.org/10.1002/bse.3239
Ahmad, M., Li, X., & Wu, Q. (2024). Carbon Taxes and Emission Trading Systems: Which One Is More Effective in Reducing Carbon Emissions? — A Meta-Analysis. Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2024.143761
Alhababsah, S., & Yekini, S. (2021). Audit Committee and Audit Quality: An Empirical Analysis Considering Industry Expertise, Legal Expertise and Gender Diversity. Journal of International Accounting, Auditing and Taxation, 42, 100377. https://doi.org/10.1016/j.intaccaudtax.2021.100377
Almaeda, T. R., Vitachristie, A., & Pramuda, D. (2023). Perkembangan Penelitian Carbon Disclosure di Indonesia. 7(1). https://doi.org/10.18196/rabin.v7i1.17607
Alsmady, A. A. A. (2022). Quality of Financial Reporting, External Audit, Earnings Power and Companies Performance: The Case of Gulf Corporate Council Countries. Research in Globalization. https://doi.org/10.1016/j.resglo.2022.100093
Barus, E. B., & Wijaya, S. (2022). Penerapan Pajak Karbon Di Swedia dan Finlandia Serta Perbandingannya Dengan Indonesia. JURNAL PAJAK INDONESIA (Indonesian Tax Review), 5(2), 256–279. https://doi.org/10.31092/jpi.v5i2.1653
Bauri, S., Mondal, A., & Fatma, U. (2025). Impact of Climate Risk on Financial Performance – Evidence from Select Energy Companies from Select G-20 Countries. International Journal of Energy Sector Management, 19(2), 241–268. https://doi.org/10.1108/IJESM-11-2023-0018
Bedi, A., & Singh, B. (2024). Exploring the Impact of Carbon Emission Disclosure on Firm Financial Performance: Moderating Role of Firm Size. Management Research Review, 47(11), 1705–1721. https://doi.org/10.1108/MRR-01-2023-0015
Berradia, H. (2026). The Role of Environmental Disclosure and Green Accounting in Achieving a Sustainable and Investment-Attractive Economy According to Saudi Vision 2030. Sustainability. https://doi.org/10.3390/su18020987
Bhakti, D. S., & Wulandari, I. (2025). Pengaruh Good Corporate Governance dan Carbon Emission Disclosure terhadap Kinerja Keuangan Pada Perusahaan Manufaktur yang Terdaftar di BEI Tahun 2021-2023. Future Academia : The Journal of Multidisciplinary Research on Scientific and Advanced, 3(2), 675–689. https://doi.org/10.61579/future.v3i2.488
Chali, B. D., & Lakatos, V. (2024). The Impact of Human Resource Management on Financial Performance: A Systematic Review in Cooperative Enterprises. Journal of Risk and Financial Management, 17(10), 439. https://doi.org/10.3390/jrfm17100439
Cheng, B. (2025). Research for Global Carbon Emissions Influence Factor and Sustainable Reduction. Science and Technology of Engineering, Chemistry and Environmental Protection, 1(3). https://doi.org/10.61173/h582pa16
Chithambo, L., Tauringana, V., Tingbani, I., & Achiro, L. (2021). Stakeholder Pressure and Greenhouses Gas Voluntary Disclosures. Business Strategy and the Environment. https://doi.org/10.1002/bse.2880
Dakhli, A. (2022). The Impact of Corporate Social Responsibility on Firm Financial Performance: Does Audit Quality Matter? Journal of Applied Accounting Research, 23(5), 950–976. https://doi.org/10.1108/JAAR-06-2021-0150
Desai, R., Raval, A., Baser, N., & Desai, J. (2022). Impact of Carbon Emission on Financial Performance: Empirical Evidence from India. South Asian Journal of Business Studies, 11(4), 450–470. https://doi.org/10.1108/SAJBS-10-2020-0384
Dhar, B. K., Sarkar, S. M., & Ayittey, F. (2021). Impact of Social Responsibility Disclosure between Implementation of Green Accounting and Sustainable Development: A Study on Heavily Polluting Companies in Bangladesh. SRPN: Other Corporate Social Responsibility (CSR) (Topic). https://doi.org/10.1002/csr.2174
Dipta, I., Pradana, I., Nugraha, I., & Wiryatama, I. (2025). Implementation of Environmentally Based Accounting Information Systems to Support Corporate Sustainability Reporting. Loka: Journal Of Environmental Sciences. https://doi.org/10.38142/ljes.v2i3.317
Dwianika, A., Purwanto, E., Suyoto, Y. T., & Pitaloka, E. (2024). Bibliometrics Analysis of Green Accounting Research. International Journal of Energy Economics and Policy, 14(1), 349–358. https://doi.org/10.32479/ijeep.15055
Emmanuel, Y. L., Adenikinju, O., Doorasamy, M., Ayoola, T. J., Oladejo, A. O., Kwarbai, J. D., & Otekunrin, A. O. (2023). Carbon Emission Disclosure and Financial Performance of Quoted Nigerian Financial Services Companies. International Journal of Energy Economics and Policy, 13(6), 628–635. https://doi.org/10.32479/ijeep.14895
Ewis, H. F. M., & Ghanem, S. (2025). The Economic Implications of Integrating Green Accounting Practices in Middle Eastern Financial Institutions: Challenges and Opportunities. Edelweiss Applied Science and Technology. https://doi.org/10.55214/25768484.v9i3.5519
Francis, J. (2023). What Exactly do We Mean by Audit Quality? Accounting in Europe, 21, 123–133. https://doi.org/10.1080/17449480.2023.2247410
Freeman, R. E. (1998). A Stakeholder Theory of the Modern Corporation. Ethical Theory and Business.
Gangodawilage, D. (2024). Navigating Carbon Pricing: The Economic and Strategic Implications for Industrial Enterprises. Sinergi International Journal of Accounting and Taxation. https://doi.org/10.61194/ijat.v2i2.489
Gonzalez, C. C., & Peña-Vinces, J. (2023). A Framework for a Green Accounting System-Exploratory Study in a Developing Country Context, Colombia. Environment, Development and Sustainability, 25(9), 9517–9541. https://doi.org/10.1007/s10668-022-02445-w
Harimbawa, I. N. T. R., & Sulindawati, N. L. G. E. (2022). Pengaruh Volume Perdagangan Saham, Order Imbalance, Frekuensi Perdagangan, Dan Volatilitas Laba Terhadap Volatilitas Harga Saham. Vokasi: Jurnal Riset Akuntansi, 11(01), 82–92. https://doi.org/10.23887/vjra.v11i01.49750
Hung, C. V., Vinh, T. P., & Thai, B. D. (2021). The Impact of Firm Size on the Performance of Vietnamese Private Enterprises: A Case Study. Problems and Perspectives in Management, 19(2), 243. https://doi.org/10.21511/ppm.19(2).2021.20
Ibishova, B., Misund, B., & Tveterås, R. (2024). Driving Green: Financial Benefits of Carbon Emission Reduction in Companies. International Review of Financial Analysis. https://doi.org/10.1016/j.irfa.2024.103757
Iqbal, S., & Diana, S. (2024). Predicting Optimal Tarif of Indonesia’s Carbon Tax: A Reflection on Japan and Singapore. International Journal of Social Science and Business, 8(4), 541–556. https://doi.org/10.23887/ijssb.v8i4.89592
Kamil, A. S., Setyaningrum, L., Lesmana, A. C., Putri, M. S., Negara, S., Susiati, H., & Anggoro, Y. D. (2023). Regional Impact Analysis of Carbon Tax Implementation on Indonesia’s Coal Power Plant with Interregional Input-Output Method. International Journal of Energy Economics and Policy, 13(3), 149–157. https://doi.org/10.32479/ijeep.14115
Karim, A. E., Albitar, K., & Elmarzouky, M. (2021). A Novel Measure of Corporate Carbon Emission Disclosure, the Effect of Capital Expenditures and Corporate Governance. Journal of Environmental Management, 290, 112581. https://doi.org/10.1016/j.jenvman.2021.112581
Kassem, R., & Omoteso, K. (2024). Effective Methods for Detecting Fraudulent Financial Reporting: Practical Insights from Big 4 Auditors. Journal of Accounting Literature, 46(4), 587–610. https://doi.org/10.1108/JAL-03-2023-0055
Kolisnyk, O., & Shatskov, V. (2024). Financial Statement Audit: Strategy, Plan, Procedures and Methods. Economic Analysis. https://doi.org/10.35774/econa2024.01.226
Lee, C.-C. (2023). Analyses of the Operating Performance of Information Service Companies Based on Indicators of Financial Statements. Asia Pacific Management Review, 28(4), 410–419. https://doi.org/10.1016/j.apmrv.2023.01.002
Lesmana, K. K., Ikhram, F., & Syah, Z. B. (2024). The Influence of Company Size on Audit Report Lag in Companies Listed on the Indonesia Stock Exchange. Accounting Research Journal. https://doi.org/10.56244/accrual.v2i2.768
Liu, M., Zhou, C., Lu, F., & Hu, X. (2021). Impact of the Implementation of Carbon Emission Trading on Corporate Financial Performance: Evidence from Listed Companies in China. PLoS ONE, 16(7 July), 1–19. https://doi.org/10.1371/journal.pone.0253460
Lu, Y., Hao, J., & Tang, X. (2025). Dual-Model Synergy for Audit Opinion Prediction : A Collaborative LLM Agent Framework Approach. International Review of Ecomics and Finance, 104(September). https://doi.org/10.1016/j.iref.2025.104642
Mahajan, R., Lim, W. M., Sareen, M., Kumar, S., & Panwar, R. (2023). Stakeholder Theory. Journal of Business Research, 166, 114104. https://doi.org/10.1016/j.jbusres.2023.114104
Maharani, A. I., & Setyaningsih, P. R. A. (2023). Pengaruh Corporate Governance, Leverage, dan Kualitas Audit Terhadap Kinerja Keuangan. Jurnal Akuntansi Dan Manajemen, 34(3), 206–221. https://doi.org/10.53916/jam.v34i3.117
Melvani, G. P., & Arsjah, R. J. (2025). Pengaruh Green Accounting, Intellectual Capital dan Pengungkapan Lingkungan terhadap Nilai Perusahaan. Journal of Accounting and Finance Management, 5(6), 1811–1821. https://doi.org/10.38035/jafm.v5i6.1486
Muñoz-Izquierdo, N., & Pascual-Ezama, D. (2024). Is Auditor Financial Decision-Making Affected by Prior Audit Report Information? A Behavioral Approach. Heliyon, 10(10). https://doi.org/10.1016/j.heliyon.2024.e30971
Novovic Buric, M., Jaksic Stojanovic, A., Lalevic Filipovic, A., & Kascelan, L. (2022). Research of Attitudes toward Implementation of Green Accounting in Tourism Industry in Montenegro-Practices, and Challenges. Sustainability, 14(3), 1725. https://doi.org/10.3390/su14031725
Nurhayati, Y., Ifrani, Said, M., & Yanova, M. H. (2024). Carbon Pricing Policy to Support Net Zero Emission: A Comparative Study of Indonesia, Finland and Sweden. Environmental Policy and Law, 54, 53–63. https://doi.org/10.3233/epl-230047
Perangin-Angin, M., & Choiriah, S. (2024). Determinants on Sustainability Report Quality and Moderation of Company Size. Journal of Economics, Finance And Management Studies, 07(08), 4811–4820. https://doi.org/10.47191/jefms/v7-i8-03
Persakis, A., & Iatridis, G. E. (2023). How Economic Uncertainty Influences the Performance of Investor Perceptions and Behavior. Journal of International Accounting, Auditing and Taxation, 51, 100541. https://doi.org/10.1016/j.intaccaudtax.2023.100541
Qatrunnada, R. C. (2023). Pengaruh Green Accounting terhadap Kinerja Keuangan Perusahaan Pada Perusahaan Industri Semen, Kimia dan Sektor Pertambangan yang Terdaftar Di Bursa Efek Indonesia Periode Tahun 2017-2022. Jurnal Ekonomi Trisakti, 3(2), 3149–3160. https://doi.org/10.25105/jet.v3i2.17853
Quick, R. (2022). Can Prohibitions of non‐Audit Services and an Expanded Auditor Liability Improve Audit Quality? International Journal of Auditing, 26(1), 18–22. https://doi.org/10.1111/ijau.12268
Radu, C., & Segalin Zanella, A. (2023). The Effectiveness of the Auditor’s Opinion on the Internal Controls Over Financial Reporting. Journal of Financial Crime, 30(4), 927–939. https://doi.org/10.1108/JFC-05-2022-0103
Rahman, M. M., & Islam, M. E. (2023). The Impact of Green Accounting on Environmental Performance: Mediating Effects of Energy Efficiency. Environmental Science and Pollution Research, 30, 69431–69452. https://doi.org/10.1007/s11356-023-27356-9
Ramadhani, K., Saputra, M. S., & Wahyuni, L. (2022). Pengaruh Penerapan Green Accounting dan Kinerja Lingkungan terhadap Kinerja Keuangan dengan Tata Kelola Perusahaan sebagai Variabel Moderasi. Jurnal Akuntansi Trisakti, 0832(2), 227–242. https://doi.org/10.61132/jieap.v1i2.228
Reber, B., Gold, A., & Gold, S. (2021). ESG Disclosure and Idiosyncratic Risk in Initial Public Offerings. Journal of Business Ethics, 179, 867–886. https://doi.org/10.1007/s10551-021-04847-8
Rokhmawati, A., Sarasi, V., Aulia, A., Berampu, L., & Maulida, Y. (2024). Simulation of Carbon Tax Impact on the Competitiveness of the Manufacturing Industry in Indonesia Using a System Dynamics Approach. International Journal of Energy Economics and Policy. https://doi.org/10.32479/ijeep.17514
Rokhmawati, A., Sarasi, V., & Berampu, L. T. (2024). Scenario Analysis of the Indonesia Carbon Tax Impact on Carbon Emissions Using System Dynamics Modeling and STIRPAT Model. Geography and Sustainability, 5(4), 577–587. https://doi.org/10.1016/j.geosus.2024.07.003
Rosaline, V. D., & Wuryani, E. (2020). Pengaruh Penerapan Green Accounting dan Environmental Performance Terhadap Economic Performance. Jurnal Riset Akuntansi Dan Keuangan, 8(3), 569–578. https://doi.org/10.17509/jrak.v8i3.26158
Rusu, T. M., Odagiu, A., Pop, H., & Paulette, L. (2024). Sustainability Performance Reporting. Sustainability, 16(19), 8538. https://doi.org/10.3390/su16198538
Saraswati, E., Puspita, N. R., & Sagitaputri, A. (2021). Do Firm and Board Characteristics Affect Carbon Emission Disclosures? International Journal of Energy Economics and Policy, 11(3), 14–19. https://doi.org/10.32479/ijeep.10792
Sari, N., & Astari, T. A. (2023). Green Accounting Implementation on the Improvement of Company Financial Performance. International Journal of Business, Humanities, Education and Social Sciences (IJBHES), 5(1), 1–7. https://doi.org/10.46923/ijbhes.v5i1.222
Sasmita, D., Hasanudin, A. I., Hanifah, I. A., & Januarsi, Y. (2025). Financial Slack, CSR Disclosure, and Carbon Emission Disclosure: The Moderating Role of Independent Commissioners in Indonesian Energy Firms. Environmental Economics. https://doi.org/10.21511/ee.16(3).2025.07
Satpal. (2022). Investor Sentiments: A Deep Dive Into The Collective Mood Of The Market. 12, 4217–4222. https://doi.org/10.46609/IJSSER.2022.v07i12.027
Satyahadewi, N., Aprizkiyandari, S., & Oprasianti, R. (2023). Regresi Data Panel dalam Analisis Faktor-Faktor yang Mempengaruhi IPM di Kalimantan Barat. Statistika. https://doi.org/10.29313/statistika.v23i2.2201
Spence, M. (1978). Job Market Signaling. In Uncertainty in economics (pp. 281–306). Elsevier. https://doi.org/https://doi.org/10.1016/B978-0-12-214850-7.50025-5
Stice, D., Stice, H., & White, R. (2022). The Effect of Individual Auditor Quality on Audit Outcomes: Opening the Black Box of Audit Quality. Managerial Auditing Journal, 37(8), 937–966. https://doi.org/10.2139/ssrn.2907184
Sunarsih, N. M., Ida Ayu Budhananda Munidewi, & Ni Kadek Mirah Masdiari. (2021). Pengaruh Ukuran Perusahaan, Profitabilitas, Solvabilitas, Kualitas Audit, Opini Audit, Komite Audit Terhadap Audit Report Lag. Galang Tanjung, 3(2504), 1–9. https://doi.org/10.2324/xeb83a67
Sundarasen, S., Rajagopalan, U., & Alsmady, A. A. (2024). Environmental Accounting and Sustainability: A Meta-Synthesis. Sustainability, 16(21), 9341. https://doi.org/10.3390/su16219341
Sureiman, O., & Mangera, C. M. (2020). F-test of Overall Significance in Regression Analysis Simplified. Journal of the Practice of Cardiovascular Sciences, 6(2), 116–122. https://doi.org/10.4103/jpcs.jpcs_18_20
Tran, T. T. G., Pham, Q. T., Trần, T. P. A., & Bui, T. T. H. (2025). The Impact of Audit Firm Size on Audit Quality - An Empirical Study of The Vietnamese Stock Market. SAGE Open, 15. https://doi.org/10.1177/21582440251336005
Van Linh, N., Ngoc, H. D., & Lan, N. T. M. (2025). The Impact of Qualified Opinions and Audit Firm’s Reputation on Enterprise Value in Vietnam. International Journal of Analysis and Applications, 23, 127. https://doi.org/10.28924/2291-8639-23-2025-127
Wang, W.-B., Yu, Y., & Li, X. (2022). ESG Performance, Auditing Quality, and Investment Efficiency: Empirical Evidence from China. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.948674
Wang, Y., Wu, Z., & Zhang, G. (2022). Firms and Climate Change: a Review of Carbon Risk in Corporate Finance. Carbon Neutrality, 1. https://doi.org/10.1007/s43979-022-00005-9
Wirianata, H., Viriany, & Tan Hau-Sen. (2024). Moderation Of Firm Size On The Effect Of Financial Performance On Tax Avoidance. Jurnal Akuntansi, 28(3), 400–419. https://doi.org/10.24912/ja.v28i2.2068
Yousefi Nejad, M., Sarwar Khan, A., & Othman, J. (2024). A Panel Data Analysis of the Effect of Audit Quality on Financial Statement Fraud. Asian Journal of Accounting Research, 9(4), 422–445. https://doi.org/10.1108/AJAR-04-2023-0112
Yu, E., Tanda, A., Luu, B., & Chai, D. (2021). Environmental Transparency and Investors’ Risk Perception: Cross‐Country Evidence on Multinational Corporations’ Sustainability Practices and Cost of Equity. Business Strategy and the Environment. https://doi.org/10.1002/bse.2852
Yu, J., Qi, L., Tao, M., & Roubaud, D. (2025). Assessing the Rebound Effects of Clean Energy Sectors and Carbon Tax on Fossil Fuels: A Dynamic CGE-Based Analysis. Journal of Environmental Management, 392, 126622. https://doi.org/10.1016/j.jenvman.2025.126622
Yuliandhari, W. S., & Ramadhanty, R. A. (2024). Pengaruh Carbon Emission Disclosure, Carbon Performance, dan Green Intellectual Capital Terhadap Kinerja Keuangan Perusahaan. Akuntansi 45, 5(2), 499–517. https://doi.org/10.30640/akuntansi45.v5i2.3372
Zahid, R. M. A., Khan, M. K., Anwar, W., & Maqsood, U. S. (2022). The Role of Audit Quality in the ESG-Corporate Financial Performance Nexus: Empirical Evidence from Western European Companies. Borsa Istanbul Review, 22, S200–S212. https://doi.org/10.1016/j.bir.2022.08.011
Zahid, R., Saleem, A., & Maqsood, U. (2023). ESG Performance, Capital Financing Decisions, and Audit Quality: Empirical Evidence from Chinese State-Owned Enterprises. Environmental Science and Pollution Research International, 1–14. https://doi.org/10.1007/s11356-023-25345-6
Zhou, G., Liu, L., & Luo, S. (2022). Sustainable Development, ESG Performance and Company Market Value: Mediating Effect of Financial Performance. Business Strategy and the Environment. https://doi.org/10.1002/bse.3089
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