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All Journal Diklat Review : Jurnal manajemen pendidikan dan pelatihan Indonesian Research Journal on Education
Lestari, Ariya Nyepi
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Religion Arts Humanities Chemistry Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Physics Social Sciences Other

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Journal : Diklat Review : Jurnal manajemen pendidikan dan pelatihan

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SYSTEMATIC LITERATURE REVIEW MENGENAI PERAMALAN PERMINTAAN UNTUK PENGAMBILAN KEPUTUSAN MANAJERIAL Mustika, Rony; Lestari, Ariya Nyepi; Zefriyenni, Zefriyenni
Diklat Review : Jurnal manajemen pendidikan dan pelatihan Vol. 9 No. 2 (2025)
Publisher : Komunitas Manajemen Kompetitif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35446/diklatreview.v9i2.2400

Abstract

This study presents a Systematic Literature Review (SLR) on demand forecasting and its role in managerial decision-making. Articles published between 2015 and 2025 were collected from Scopus, Web of Science, Dimensions, and Google Scholar using Publish or Perish software. Following PRISMA guidelines, eleven relevant studies were selected. Findings reveal that traditional time series methods such as ARIMA and exponential smoothing are still widely applied, while machine learning and hybrid models are increasingly used for higher accuracy in complex demand patterns. Bibliometric analysis with VOSviewer identified four main research clusters: model development, forecasting methods, managerial approaches, and sectoral applications. The study concludes that demand forecasting is not only a technical tool but also a strategic instrument to enhance managerial decision-making. Keywords: decision-making, demand forecasting, machine learning, managerial economics, systematic literature review.
Co-Authors Mustika, Rony Veri, Jhon Zefriyenni Zefriyenni, Zefriyenni