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Predicting Future Cash Flows Using Autoregressive Integrated Moving Average (ARIMA) Vika Fitranita; Rola Tri Rahayu; Eddy Suranta; Nikmah Nikmah; Halimatusyadiah Halimatusyadiah
EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi dan Bisnis Vol 12 No 2 (2024): April
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/ekombis.v12i2.5450

Abstract

This study aims to provide empirical evidence of the ability of operating cash flows to predict future cash flows, ability of net income to predict future cash flows and proves that net income is better at predicting future cash flows compared to operating cash flows. This study was tested using autoregressive integrated moving average analysis. The samples used in this study are tourism, hotel, and restaurant companies listed on the Indonesian Stock Exchange in 2018-2022. The sample in this study was selected using purposive sampling method with a total sample of 418 observations. Before forecasting, the stationarity of the data is seen through ACF and PACF plots and unit root test. The results showed that the operating cash flow data did not meet the assumption of stationarity, so the first differencing process was carried out so that the data obtained was stationary so that the best operating cash flow model for predicting future cash flows was the ARIMA model (3,1,0) and for net income data, it had fulfilled the stationarity assumption, so it was not the differencing process is carried out so that the best model of net income is in forecasting ARIMA's future cash flows (3,0,0).
Pengaruh Sistem Pengendalian Internal Pemerintah dan Kompetensi Aparatur Sipil Negera terhadap Kecurangan Akuntansi Hegi Renes; Novita Sari; Halimatusyadiah Halimatusyadiah; Baihaqi Baihaqi
Jurnal Simki Economic Vol 9 No 1 (2026): Volume 9 Nomor 1 Tahun 2026
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/jse.v9i1.1543

Abstract

This study was conducted to analyze the influence of the Government Internal Control System (SPIP) and ASN competency on accounting fraud in the Regional Work Units (SKPD) of Mukomuko Regency. This study used a quantitative method with a survey approach. The study population was all SKPDs in Mukomuko Regency, with a sample of 48 SKPDs using a total sampling technique. Data were analyzed using multiple linear regression to determine the influence of SPIP and ASN competency on accounting fraud in SKPDs of Mukomuko Regency. The results showed that SPIP had a negative and significant effect on accounting fraud and ASN competency also had a negative and significant effect on accounting fraud in SKPDs of Mukomuko Regency. These findings confirm that increasing the effectiveness of SPIP and developing ASN competency, particularly in planning, technical skills, and documentation management, are key strategies in suppressing accounting fraud.