Analisis Pengaruh Financial Forecasting Terhadap Efisiensi Pengelolaan Keuangan Bagi UMKM.

  • Ari Nugroho Cahyono Universitas Muhammadiyah Kendal Batang
  • Nia Rifanda Putri Universitas Muhammadiyah Kendal Batang
Abstract views: 25 , PDF downloads: 18
Keywords: financial, forecasting, efisiensi pengelolaan keuangan, UMKM.

Abstract

This study aims to analyze the role of financial forecasting as a basis for financial planning, control, and decision-making, as well as its influence on the efficiency of financial management in MSMEs. This research employs a qualitative research design with a case study approach. Data were collected through in-depth interviews and focus group discussions (FGDs) involving key informants directly engaged in financial and operational management. Data analysis was conducted using the interactive model of Miles and Huberman, encompassing data reduction, data display, and conclusion drawing, with data validity ensured through source and method triangulation. The findings indicate that MSME financial management is still predominantly based on experience and manual record-keeping, resulting in the absence of systematic financial forecasting practices. However, financial forecasting is perceived to enhance the accuracy of financial information, improve operational efficiency, and support higher-quality financial decision-making when supported by adequate financial records. This study concludes that financial forecasting represents a strategic managerial accounting instrument for improving the efficiency of MSME financial management, with its effectiveness largely dependent on the quality of financial records and the accounting competence of business actors.

Keywords: financial, forecasting, financial management efficiency, MSMEs.

References

Abu-Mostafa, Y. S., & Atiya, A. F. (1996). Introduction to financial forecasting. Applied Intelligence. https://doi.org/10.1007/bf00126626

Acar, E. (1993). Economic evaluation of financial forecasting. openaccess.city.ac.uk. https://openaccess.city.ac.uk/id/eprint/8256/

Barra, S., Carta, S. M., Corriga, A., Podda, A. S., & ... (2020). Deep learning and time series-to-image encoding for financial forecasting. IEEE/CAA Journal of …. https://ieeexplore.ieee.org/abstract/document/9080613/

Cahyono, A. N., Putri, N. R., Islamiyati, D., & Meilandri, D. (2024). Pengaruh Digital Financial Forecasting terhadap Sustainability Bussines pada UMKM. Jurnal Humaniora, 2(1), 47-55.

Hidayat, A. R., Samodra, V. N., Basit, A., & Mayasni, Y. (2024). Pelatihan digital keuangan, digital pemasaran, dan efisiensi produksi UMKM. SELAPARANG: Jurnal Pengabdian ….

Indawati, I., Anggraini, A., & Ruhiyat, E. (2025). Pencatatan Sederhana untuk Meningkatkan Efisiensi dan Efektifitas Pengelolaan Keuangan pada UMKM Jawara Bojongsari Depok. Jurnal PKM Manajemen Bisnis. https://www.ojs.pseb.or.id/index.php/pkm/article/view/1511

Indriani, L. R. R., Girsang, M. J., Silalahi, D., & ... (2025). Pengaruh Integrasi Fintech terhadap Efisiensi Manajemen Keuangan UMKM: Studi Kasus UMKM di Kota Medan. IKRAITH …. https://journals.upi-yai.ac.id/index.php/IKRAITH-EKONOMIKA/article/download/5805/4515

Jr, J. B. G. (2013). Introduction to financial forecasting in investment analysis. books.google.com. https://books.google.com/books?hl=en%5C&lr=%5C&id=TRo_AAAAQBAJ%5C&oi=fnd%5C&pg=PR3%5C&dq=financial+forecasting%5C&ots=MJGXn6cWfh%5C&sig=WgBU23pY13xqxuegt48e-s9bryg

Kingdon, J. (2012). Intelligent systems and financial forecasting. books.google.com. https://books.google.com/books?hl=en%5C&lr=%5C&id=j4PuBwAAQBAJ%5C&oi=fnd%5C&pg=PA1%5C&dq=financial+forecasting%5C&ots=eBaeMi51zB%5C&sig=c18I7-ZJ3MnpoqNTkK8JNkwW6eY

Maryam, M., Nengsih, R., Makmur, T., & ... (2025). Meningkatkan Profitabilitas UMKM Pengrajin Gerabah dengan Efisiensi Keuangan dan Optimalisasi Produksi. Jurnal Serambi …. https://jse.serambimekkah.id/index.php/jse/article/view/763

Maulida, A. (2021). Efektivitas dan efisiensi penggunaan aplikasi akuntansi UKM terhadap penyusunan laporan keuangan UMKM (Studi kasus pada usaha mikro kecil menengah sektor …. eprints.poltektegal.ac.id. http://eprints.poltektegal.ac.id/292/

Nazhirah, A., Rahmah, F. A., MIRZA, L., & ... (2025). Penerapan Sistem Informasi Akuntansi untuk Meningkatkan Efisiensi Pengelolaan Keuangan UMKM di Palembang. … : PT. Sanskara Karya …. https://elibrary.ru/item.asp?id=81191452

Putri, N. R., Cahyono, A. N., & Islamiyati, D. (2025). Analysis of Digital Marketing Strategy Optimization to Enhance the Competitiveness of Food Sector MSMEs. Amkop Management Accounting Review (AMAR), 5(2), 916-927.

Patro, S., Sahoo, P. P., Panda, I., & Sahu, K. K. (2015). Technical analysis on financial forecasting. ArXiv Preprint ArXiv:1503.03011. https://arxiv.org/abs/1503.03011

Penman, S. H. (2010). Financial forecasting, risk and valuation: Accounting for the future. Abacus. https://doi.org/10.1111/j.1467-6281.2010.00316.x

Rafikasyah, M. A., Naufa, N. A., & ... (2024). Usulan Pencatatan Keuangan Digital untuk Meningkatkan Efisiensi Pendapatan pada UMKM Warung Mbak Leny. Jurnal Penyuluhan …. http://jurnal.erapublikasi.id/index.php/JPPM/article/view/700

Shobari, M. N., Junaid, M. T., SE, M. A., Malik, A. D., SE, M. A., & ... (2025). Manajemen Keuangan UMKM: Meningkatkan Efisiensi & Transparansi. books.google.com. https://books.google.com/books?hl=en%5C&lr=%5C&id=FL5yEQAAQBAJ%5C&oi=fnd%5C&pg=PA24%5C&dq=efisiensi+keuangan+umkm%5C&ots=xBdvifGJ3O%5C&sig=y8YgrGEkl7C3N4RQt4fy56L36y8

Sulistiyowati, Y. (2023). Pengaruh penggunaan teknologi akuntansi terhadap efisiensi pengelolaan keuangan UMKM di Kota Malang. E-Journal Perdagangan Industri Dan …. https://online-journal.unja.ac.id/pim/article/view/25919

Suwono, S., & Hasibuan, R. R. (2023). Pengaruh Efisiensi Penggunaan Aset Dan Manajemen Likuiditas Terhadap Kinerja Keuangan Umkm Batik di Banyumas. SEIKO: Journal of Management &Business.

Trafalis, T. B., & Ince, H. (2000). Support vector machine for regression and applications to financial forecasting. Proceedings of the IEEE-INNS-ENNS …. https://ieeexplore.ieee.org/abstract/document/859420/

Ullah, M., Shaikh, M., Channar, P., & ... (2021). Financial forecasting: an individual perspective. International Journal of …. https://www.academia.edu/download/66600170/IJM_12_03_005.pdf

Walczak, S. (2001). An empirical analysis of data requirements for financial forecasting with neural networks. Journal of Management Information Systems. https://doi.org/10.1080/07421222.2001.11045659

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Published
2024-06-30