The Effect of Fraud Indicators and Financial Reporting Compliance on Earnings Quality and Stock Returns

Authors

  • Aprilia Fitriani Universitas Mercu Buana, Indonesia
  • Hari Setyawati Universitas Mercu Buana, Indonesia

DOI:

https://doi.org/10.54518/rh.6.2.2026.1106

Keywords:

Earnings Quality, Financial Reporting Compliance, Fraud Indicators, Stock Returns

Abstract

This study addresses the increasing importance of financial reporting quality in Islamic capital markets. This study examines the effect of the depreciation index, sales general and administrative expenses index, total accruals to total assets index, leverage index, and financial reporting compliance on earnings quality and its impact on stock returns in primary consumer goods companies listed on the Indonesian Sharia Stock Index during 2020–2024. A quantitative causal approach using SEM-PLS with SmartPLS 4 was applied to 34 companies (170 observations) selected through purposive sampling. Earnings quality was measured by operating cash flow to earnings before interest and taxes, stock return by annual price change, fraud variables by Beneish indicators, and reporting compliance by a timeliness-based dummy variable. The results indicate that fraud-related indices do not significantly affect earnings quality or stock returns. However, financial reporting compliance positively affects earnings quality and stock returns, and earnings quality significantly improves stock returns. This study contributes to the literature on Islamic capital market research by providing empirical evidence on the role of financial reporting compliance and earnings quality in explaining stock return behavior.

Downloads

Download data is not yet available.

References

Abdanadillah, Z., Fikri, A. M., & Suryantara, A. B. (2022). Analisis rasio keuangan accrual basis dan cash basis terhadap return saham pada perusahaan dagang yang terdaftar di BEI tahun 2018-2020. Risma: Jurnal Riset Mahasiswa Akuntansi, 2(2), 274–291.

Abdurrachman, A., & Suhartono, S. (2020). Pengaruh Pentagon fraud terhadap fraudulent financial statement dengan kualitas laba sebagai variabel moderasi. Jurnal Kajian Ilmiah, 20(3), 269-280.

Aguguom, T., Aguguom, T. A., Ajah, C. C., Busari, T. A., Desi, A., & Obasi, M. O. (2023). Corporate fraud, earnings management and firm value: empirical application of m-scores. Journal of Law and Sustainable Development, 11(4), 612-630.

Arrahman, M. T., & Machdar, N. M. (2024). Pengaruh fraud pentagon dan asimetri informasi terhadap fraudulent financial statement dengan kualitas laba sebagai pemoderasi. Jurnal Riset Akuntansi, 2(1), 82–94.

As’ad, I. F., Ulupui, I. G. K. A., & Utaminingtyas, T. H. (2021). Pengaruh leverage dan arus kas operasi terhadap kualitas laba melalui persistensi laba. Jurnal Akuntansi, Perpajakan dan Auditing, 2(2), 295–317.

Bansal, R. K. (2020). Earnings quality: Concepts, measurement, and applications. New York, NY: Business Expert Press.

Chen, X., Cheng, Q., Hao, Y., & Liu, Q. (2020). GDP growth incentives and earnings management: evidence from China. Review of Accounting Studies, 25(3), 1002-1039.

CNBC Indonesia. (2024). Tanda awal kasus Indofarma, laba jeblok 99,65%, tapi hasil audit wajar. Retrieved on October, 24, 2025 from https://www.cnbcindonesia.com/market/20240527094213-17-541334/tanda-awal-kasus-indofarma-laba-jeblok-9965-tapi-hasil-audit-wajar

Dal Maso, L., Kanagaretnam, K., Lobo, G. J., & Terzani, S. (2018). The influence of accounting enforcement on earnings quality of banks: Implications of bank regulation and the global financial crisis. Journal of Accounting and Public Policy, 37(5), 402–419.

Dwiyoso, H. (2022). Penggelapan pajak parkir tinjauan teori agensi. Malang: Pt Literasi Nusantara Abadi Group.

ElBannan, M. A., & Farooq, O. (2019). When are earnings informative?: Effect of stock liquidity on value of reported earnings in an emerging market: Evidence from Egypt. International Journal of Islamic and Middle Eastern Finance and Management, 12(3), 388–406.

Fajrin, G. N., Anggraini, R., & Zairin, G. M. (2025). Analisis pengaruh pengungkapan lingkungan, sosial dan tata kelola (ESG) terhadap return saham dengan kepemilikan manajerial sebagai moderasi. Jurnal Ekonomi dan Manajemen, 2(4), 4581–4598.

Fox, T. (2021). The compliance handbook: A guide to operationalizing your compliance program. Paris: Lexis Nexis.

Gandhi, K. (2020). Real earnings management practices for meeting earnings benchmarks: Indian evidence. Decision, 47(3), 265-291.

Habib, A., Ranasinghe, D., Wu, J. Y., Biswas, P. K., & Ahmad, F. (2022). Real earnings management: A review of the international literature. Accounting & Finance, 62(4), 4279-4344.

Indrarini, S., & Sukartiningsih, L. L. (2022). Good corporate governance kualitas laba dan nilai perusahaan. Malang: Literasi Nusantara Abadi.

Islamic, I. (2025). Kriteria saham syariah makin ketat, yuk cek kriteria terbarunya!. Retrieved on October, 26, 2025 from https://idxislamic.idx.co.id/whats-on-idx-islamic/berita-dan-artikel/kriteria-saham-syariah-makin-ketat-yuk-cek-kriteria-terbarunya/.

Ismawati, K., Trihatmoko, R. A., & Ratnaningrum, R. (2024). Financial report compliance: Timelines evidence of FMCG Indonesian companies. Quality - Access to Success, 25(3), 152–161.

Kalbuana, N., Suryati, A., & Pertiwi, C. P. A. (2022). Effect of company age, audit quality, leverage and profitability on earnings management. International Journal of Economics, Business and Accounting Research (IJEBAR), 22(1), 389–399.

Kusuma, M., Chandrarin, G., & Cahyaningsih, D. S. (2022). Reclassification of other comprehensive income, earnings management and earnings quality: Evidence from Indonesia. Asia-Pacific Management Accounting Journal (APMAJ), 17(3), 205–237.

Libu, R. W., & Prasetyo, A. S. (2025). Analisis faktor-faktor yang mempengaruhi ketepatan waktu laporan keuangan pada perusahaan manufaktur di Bursa Efek Indonesia periode 2020-2023. Jurnal Projemen Unipa, 12(3), 364–371.

Lubis, H. Z. (2023). Indikasi kecurangan laporan keuangan berbasis fraud diamond. Medan: Umsu Press.

Lutfi, M., & Endri. (2024). Determinants of stock returns: The moderating role of company size (empirical study of property and real estate companies listed on the Indonesian Stock Exchange 2019). Neraca Keuangan: Jurnal Ilmiah Akuntansi dan Keuangan, 19(2), 240–251.

Marbun, R. S., & Suhartini, D. (2024). Hubungan kualitas laba, profitabilitas, dan corporate social responsibility terhadap return saham. Gorontalo Accounting Journal, 7(2), 360-369.

Mintz, S. J. (2019). Financial reporting compliance: a practical guide. London: Wiley.

Nugroho, L., Fajarsari, I. M., Solikin, A., Yusdita, E. E., Fatriansyah, A. I. A., & Faisol, I. A. (2023). Metodologi penelitian akuntansi dan praktik penulisan artikel bidang akuntansi. Surabaya: Penerbit Widina.

Nurcholisah, K., Purnamasari, P., & Sukarmanto, E. (2023). Analisis tren kecurangan laporan keuangan perbankan: Pre dan post pandemic covid di Indonesia. Jurnal Reviu Akuntansi Dan Keuangan, 13(1), 202-215.

Pebruary, S. (2020). Pencegahan fraud di lembaga keuangan mikro syariah. Bandung: Deepublish.

Prasetyo, B. D., Tripuspitorini, F. A., Purbayati, R., Kusnadi, H. K., Amanda, D., & Nuzul, A. (2025). Comparative analysis of ROA, ROE, and GDP on stock returns in sharia and non-sharia food & beverage firms average stock return 2020-2023 average return on assets in 2020-2023. Journal of Applied Islamic Economics and Finance, 6(1), 76–89.

Queku, I. C. (2017). International financial reporting standards (IFRS) compliance and earning predictability: Evidence from banks in Ghana. International Journal of Innovative Research and Advanced Studies (IJIRAS), 4(8), 102–111.

Rahmah, F. A., & Mawardi, I. (2021). Analisis faktor yang mempengaruhi ketepatan waktu pelaporan keuangan perusahaan manufaktur yang terdaftar di index saham syariah indonesia (ISSI). Jurnal Ekonomi Syariah Teori dan Terapan, 8(5), 582-592.

Ramadina, R., & Hidayah, N. (2025). Pengaruh good corporate governance terhadap kualitas laba dimoderasi dengan ukuran perusahaan (studi empiris pada perusahaan transportasi yang terdaftar di BEI tahun 2018-2022). Curve Elasticity: Jurnal Pendidikan Ekonomi, 6(2), 47–60.

Reynata, I. S., Kristiana, D. R., & Hatta, A. J. (2024). Menelusuri jejak fraud berbasis sensitivitas risiko pasar, PDB dan harga saham di sektor perbankan. Jurnal Akuntansi dan Manajemen, 35(3), 235–248.

Saadah, S., & Mustofa, M. (2024). Fraud pada PT BTPN syariah di Indonesia. Jurnal Ilmiah Ekonomi Islam, 10(1), 895-907.

Samosir, D. K. B. M. T., Tambun, S., & Pebriana, H. (2025). Pengaruh kecurangan laporan keuangan, kualitas laba dan komisaris independen terhadap nilai perusahaan dengan sustainability disclosure sebagai pemoderasi. Media Akuntansi Perpajakan, 10(1), 62–73.

Santosa, P. I. (2018). Metode penelitian kuantitatif: Pengembangan hipotesis dan pengujiannya menggunakan SmartPLS. Yogyakarta: Andi.

Sari, D. P., & Setiyawati, H. (2021). Earning quality effect on stock returns: GCG and CSR mechanism. Jurnal Keuangan dan Perbankan, 25(2), 240-259.

Sari, D. P., & Widodo, W. (2022). Pengaruh good corporate governance dan pengungkapan corporate social responsibility terhadap kualitas laba dan dampaknya pada return saham dengan leverage dan firm size sebagai control variable. Jurnal Bina Bangsa Ekonomika, 15(2), 628–647.

Sekaran, U., & Bougie, R. (2017). Metode penelitian untuk bisnis: Pendekatan pengembangan-keahlian, edisi 6 buku 1. Jakarta: Salemba Empat.

Siladjaja, M., & Jasman, J. (2024). The role of earnings quality and future returns: An illustrative simulation of rational decision model. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100-111.

Siladjaja, M., & Siladjaja, J. P. (2025). Pengaruh kualitas laba terhadap potensi kerugian investasi: Sebuah rasionalitas dalam pemetaan kepastian masa mendatang. Jurnal Riset Akuntansi dan Keuangan, 7(1), 83–98.

Siladjaja, M., Anwar, Y., & Djan, I. (2022). The relationship between dividend policy and earnings quality: The role of accounting information in Indonesia. Economies, 10(6), 140-157.

Siladjaja, M., Nugrahanti, T. P., & Madgalena, P. (2023). Teori akuntansi positif: Sebuah tinjauan pada persepsi berbasis rational decision model terhadap informasi akuntansi berkualitas. Mega Press Nusantara.

Tarjo, & Herawati, N. (2021). Financial fraud: Pendeteksian menggunakan aplikasi Beneish M-Score dan data mining (Pujiono, Ed.; Pertama). Medan: CV. Adanu Abimata.

Tarmidi, D., & Murwaningsari, E. (2024). The impact of tax compliance, earnings quality, and financial performance on future earnings response coefficient: Evidence from Indonesia and Thailand. DLSU Business and Economics Review, 34(1), 28–37.

Thesing, J., & Velte, P. (2021). Do fair value measurements affect accounting-based earnings quality? A literature review with a focus on corporate governance as moderator. Journal of Business Economics, 91(7), 965-1004.

Tresnawaty, N. (2021). Analisis faktor-faktor yang mempengaruhi return saham pada perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia. Jurnal Ilmiah Akuntansi dan Ekonomi, 6(2), 31–40.

Uwakwe, T. N., & Chukwu, G. J. (2024). Effect of fraud opportunity on earnings quality of listed banks in Nigeria. Ae-Funai Journal of Accounting, Business & Finance, 9(1), 157–170.

Videsia, Y., Agung, R. E. W., & Nurcahyono, N. (2022). Pengaruh profitabilitas dan opini audit terhadap ketepatan waktu pelaporan keuangan. Review of Applied Accounting Research, 2(1), 1–13.

Wiraputra, M. R., & Damayanti, F. (2025). Determination of fraud diamond theory in detecting fraud in financial reporting. Research Horizon, 5(4), 1401-1414.

Wulan, F. V. M., & Syahzuni, B. A. (2023). Pengaruh profitabilitas, leverage, dan ukuran perusahaan terhadap return saham. Innovative: Journal of Social Science Research, 3(5), 3249–3265.

Yuliana, S. Z., & Fauziah, F. E. (2022). Pengaruh ukuran perusahaan, struktur modal, likuiditas, dan profitabilitas terhadap kualitas laba. Eksos, 18(1), 1-15.

Downloads

Published

2026-04-30

How to Cite

Fitriani, A., & Setyawati, H. (2026). The Effect of Fraud Indicators and Financial Reporting Compliance on Earnings Quality and Stock Returns. Research Horizon, 6(2), 795–808. https://doi.org/10.54518/rh.6.2.2026.1106

Similar Articles

<< < 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 > >> 

You may also start an advanced similarity search for this article.