Modeling The Influenced Factors of Remaining Operation Results Using Multiple Linear Regression

  • Widiya Astuti Alam Sur Tanah Laut State Polytechnic, Indonesia
  • Ines Saraswati Machfiroh Tanah Laut State Polytechnic, Indonesia
  • Ricky Iskandar Tanah Laut State Polytechnic, Indonesia
Keywords: Assets, Koperasi, Liabilities, Multiple Linear Regression, Net Worth, Remaining Operation Results

Abstract

The amount of Remaining Operation Results (ROR) obtained by Koperasi can reflect the health of
its financial management. Many economic factors can affect the ROR of Koperasi itself. This study
aims to determine the economic factors that significantly influence ROR based on a statistical model of
multiple linear regression. The novelty of this research provides new analytical results that compare the
most three influential factors based on previous research to show the factors significantly influencing
the ROR. The quantitative data used the five years financial statements of Koperasi Sawit Makmur in
2017-2021 consists of 20 data on liabilities, net worth, assets, and ROR of Koperasi Sawit Makmur. The
results show that asset variable as an excluded variable that does not affect the ROR of Koperasi with
R
2 = 0, 961. Liabilities and net worth variables can explain 96.1% of ROR, with 3.9% can be explained
by assets and other variables not included in the study. Liabilities have a negative and tangible effect,
and net worth has a positive and partially real influence on ROR. The factor with the most dominant
influence on ROR is net worth, with an influence percentage of 63,80%. The future research is expected
to provide an overview of net worth and asset determinants using related statistical methods.

References

Anindyatama, M. D., Kusmayadi, K. K., and Anugrahwati, L. M. (2019). Analisis pengaruh jumlah anggota, simpanan anggota,
dan piutang anggota terhadap sisa hasil usaha pada primkopkar manunggal damatextimatex salatiga. Jurnal Aktual Akuntansi
Keuangan Bisnis Terapan (AKUNBISNIS), 2(2):143–164. doi: http://dx.doi.org/10.32497/akunbisnis.v2i2.1660.
Buchari, I. (2020). Pengaruh jumlah anggota dan volume usaha terhadap sisa hasil usaha koperasi di wilayah indonesia bagian timur.
Management and Sustainable Development Journal, 2(2):69–86. doi: https://doi.org/10.46229/msdj.v2i2.159.
Kartini, T. (2020). Pengaruh jumlah anggota, total aset, modal sendiri, dan modal pinjaman terhadap shu pada koperasi simpan
pinjam di kota bogor. Jurnal Sosial Humaniora, 11(1):75–86. doi: https://doi.org/10.30997/JSH.V11I1.2350.
Machfiroh, I. S., Permadi, J., Sur, W. A. A., and Putri, R. P. (2022). Penilaian kesehatan koperasi pada koperasi sawit makmur
berdasarkan petunjuk teknis deputi bidang perkoperasian nomor 15 tahun 2021. Jurnal Akuntansi, 14(2):262–274. doi: https:
//journal.maranatha.edu/index.php/jam/article/view/5213.
Muthahharah, I. and Fatwa, I. (2021). Modeling the types of online learning media using multiple linear regression analysis. Jurnal
Varian, 5(1):39–46. doi: https://doi.org/10.30812/VARIAN.V5I1.1459.
Niswah, F. M. and Septiarini, D. F. (2017). Faktor yang mempengaruhi kenaikan dan penuruna sisa hasil usaha (shu) koperasi syariah.
Jurnal Ekonomi Syariah Teori dan Terapan, 4(12):315537. doi: https://doi.org/10.20473/vol4iss201712pp937-951.
Pandis, N. (2016). Multiple linear regression analysis. American journal of orthodontics and dentofacial orthopedics, 149(4):581.
doi: https://doi.org/10.1016/j.ajodo.2016.01.012.
Qori, S. and Sadeli, D. (2021). Pengaruh aset koperasi terhadap sisa hasil usaha (survey pada koperasi serba usaha yang aktif di
kabupaten serang provinsi banten tahun 2016). Holistik Manajemen: Jurnal Manajemen, 1(2):42–69. doi: https://doi.org/10.
30812/holistic.v5i1.1225.
Rahman, J. (2022). Pengaruh permodalan dan partisipasi anggota terhadap sisa hasil usaha pada koperasi pegawai republik indonesia
di kota bogor. Karimah Tauhid, 1(1):99–114. doi: https://doi.org/10.30997/karimahtauhid.v1i1.7885.
Raidayani, R., Muhammad, S., and Faisal, F. (2017). Faktor-faktor yang mempengaruhi sisa hasil usaha (shu) pada koperasi di
kabupaten aceh barat. Jurnal Perspektif Ekonomi Darussalam (Darussalam Journal of Economic Perspec, 3(2):101–116. doi:
https://doi.org/10.24815/JPED.V3I2.8225.
Rustiyan, R. and Mustakim, M. (2018). Penerapan algoritma fuzzy c means untuk analisis permasalahan simpanan wajib anggota
koperasi. Jurnal Teknologi Informasi Dan Ilmu Komputer, 5(2):171–176. doi: https://doi.org/10.25126/jtiik.201852605.
Sudaryanti, D. S. (2017). Pengaruh jumlah anggota, modal luar, dan total asset terhadap sisa hasil usaha (studi empiris pada koperasi
simpan pinjam di kota tasikmalaya tahun 2016). Ekspektra: Jurnal Bisnis dan Manajemen, 1(2):156–172. doi: https://doi.org/10.
25139/ekt.v0i0.339.
Sugiyono, S. (2015). Statistika untuk penelitian.
Published
2023-10-31
How to Cite
[1]
W. Alam Sur, I. Machfiroh, and R. Iskandar, “Modeling The Influenced Factors of Remaining Operation Results Using Multiple Linear Regression”, Jurnal Varian, vol. 7, no. 1, pp. 27 - 36, Oct. 2023.
Section
Articles