AKURASI MODEL DETEKSI FINANCIAL DISTRES PADA PERUSAHAAN SEKTOR BASIC MATERIAL YANG TERDAFTAR DI BEI PERIODE 2017 - 2021

Hengky Veru Purbolakseto, Nur Ahmad Ricky Rudianto, Apricilla Herdiana Sari

Abstract


Penelitian ini bertujuan untuk mengetahui hasil prediksi financial distress perusahaan dengan menggunakan model Springate, Zmijewski dan Grover. Serta untuk mengetahui model prediksi mana yang paling akurat diantara model Springate, Zmijewski dan Grover dalam memprediksi financial distress pada perusahaan yang menjadi sampel pada penelitian ini.

Populasi dalam penelitian ini adalah perusahaan bahan baku yang terdaftar di Bursa Efek Indonesia periode 2017-2021. Teknik pengambilan sampel dilakukan dengan metode purposive sampling yang dihasilkan 43 sampel perusahaan. Data dalam penelitian ini menggunakan data sekunder yaitu laporan keuangan perusahaan bahan baku yang terdaftar di Bursa Efek Indonesia periode 2017-2021. Penelitian ini merupakan penelitian kuantitatif deskriptif.

Berdasarkan hasil penelitian ini menunjukkan bahwa model Springate, Zmijewski dan Grover dapat memprediksi financial distress yang terjadi pada keseluruhan sampel yang digunakan dalam penelitian ini dengan dinyatakan sehat atau mengalami financial distress. Serta didapatkan hasil bahwa model Grover adalah model yang paling akurat dengan tingkat akurasi paling tinggi, yaitu 100 persen. Disusul oleh model Zmijewski dengan akurasi sebesar 91 persen, serta model prediksi terendah dihasilkan model Springate dengan akurasi 77 persen.


References


Rintyarna, B. S., Sarno, R., & Fatichah, C. (2019). Evaluating the performance of sentence level features and domain sensitive features of product reviews on supervised sentiment analysis tasks. Journal of Big Data, 6, 1-19.

Setya Rintyarna, B., Sarno, R., & Fatichah, C. (2019). Semantic features for optimizing supervised approach of sentiment analysis on product reviews. Computers, 8(3), 55.

Suharsono, R. S., Nirwanto, N., & Zuhroh, D. (2020). Voluntary disclosure, financial reporting quality and asymmetry information. The Journal of Asian Finance, Economics and Business, 7(12), 1185-1194.

Rintyarna, B. S., Sarno, R., & Fatichah, C. (2020). Enhancing the performance of sentiment analysis task on product reviews by handling both local and global context. International Journal of Information and Decision Sciences, 12(1), 75-101.

Qomariah, N., & Satoto, E. B. (2021). Improving financial performance and profits of pharmaceutical companies during a pandemic: Study on environmental performance, intellectual capital and social responsibility. Calitatea, 22(184), 154-165.

Satoto, E. B. (2023). Boosting Homeownership Affordability for Low-Income Communities in Indonesia. International Journal of Sustainable Development & Planning, 18(5).

Hafidzi, A. H., Satoto, E. B., & Supeni, R. E. (2023). The Effect of COVID-19 Pandemic on Stock Return of Kompas 100 Index. International Journal of Sustainable Development & Planning, 18(1).

Susbiyani, A., Halim, M., & Animah, A. (2023). Determinants of Islamic social reporting disclosure and its effect on firm’s value. Journal of Islamic Accounting and Business Research, 14(3), 416-435.

Fathiah, K. S., Martini, N. N. P., Sanosra, A., & Qomariah, N. (2021). The Impact of Competence and Work Environment on Employee Motivation and Performance in The Financial and Asset Management Division. Calitatea, 22(185), 52-63.

Setyowati, T., Tamam, B. A., Tobing, D. S. K., & Qomariah, N. (2021). The Role of Organizational Citizenship Behavior in Mediating the Relationship Between Organizational Culture and Job Satisfaction with Employee Performance. Calitatea, 22(185), 220-234.

Rintyarna, B. S., SALAMATU, M., Nazmona, M., SURAYA MISKON, M. A. G., MOUDHICH, I., FENNAN, A., ... & MAKOVETSKA, N. (2021). Mapping acceptance of Indonesian organic food consumption under Covid-19 pandemic using Sentiment Analysis of Twitter dataset. Journal of Theoretical and Applied Information Technology, 99(5), 1009-1019.

Rintyarna, B. S., Kuswanto, H., Sarno, R., Rachmaningsih, E. K., Rachman, F. H., Suharso, W., & Cahyanto, T. A. (2022, January). Modelling Service Quality of Internet Service Providers during COVID-19: The Customer Perspective Based on Twitter Dataset. In Informatics (Vol. 9, No. 1, p. 11). MDPI.

Hafidzi, A. H., & Qomariah, N. (2022). The role of return on asset mediation in influencing corporate social responsibility on stock returns in manufacturing companies. Calitatea, 23(186), 230-236.

Roziq, A., Yulinartati, Y., & Yuliarti, N. C. (2022). Model of Productive Islamic Social Fund Management for Poor Empowerment. International Journal of Professional Business Review: Int. J. Prof. Bus. Rev., 7(5), 4.

Supeni, R. E., Nurhayati, N. P., Wulandari, D. E. A. S. Y., & Sari, M. I. (2023). Does Indonesian businesswomen entrepreneurial orientation of small and medium enterprises (SMEs) matter in their financial performance?. Seybold Rep, 18, 322-340.




DOI: https://doi.org/10.32528/jiai.v9i1.22621

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 JIAI (Jurnal Ilmiah Akuntansi Indonesia)

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

View My Stats