Analisis Pengendalian Kualitas Green Beans Kopi Menggunakan Metode Statistical Process Control (SPC) di Kopi Bontugu Trawas

Authors

  • Kevlin Adelia Universitas Pembangunan Nasional “Veteran” Jawa Timur
  • Sri Tjondro Winarno Universitas Pembangunan Nasional “Veteran” Jawa Timur
  • Ika Sari Tondang Universitas Pembangunan Nasional "Veteran" Jawa Timur

DOI:

https://doi.org/10.37034/jems.v8i4.512

Keywords:

Pengendalian Kualitas, Statistical Process Control (SPC), Green Bean Kopi, Cacat Produk, Manajemen Kualitas

Abstract

The quality of coffee green beans is one of the important factors that determine the quality of coffee products. However, in the production process, various types of defects are still found that can reduce the quality and selling value of the product. This study aims to analyze the quality control of Arabica coffee green beans at Kopi Bontugu Trawas, Mojokerto Regency using the Statistical Process Control (SPC) method. The study was conducted using a quantitative descriptive approach with primary data. Data analysis was carried out using check sheets, Pareto diagrams, control charts (p-chart), and fishbone diagrams. The results showed that out of a total production of 319,500 grams, 33,489 grams were defective, consisting of broken beans, beans with holes, black beans, wrinkled beans, and moldy beans. The Pareto diagram shows that broken bean defects are the dominant issue, contributing 51.5%, followed by hole defects at 38.7%, so these two types of defects make up 90.2% of total defects. The control chart results show that the production process is not yet statistically controlled because there are six points outside the control limits. The fishbone analysis indicates that broken bean defects are influenced by material, machine, and method factors. Improvement efforts that can be done include harvesting ripe coffee cherries, regular maintenance and adjustment of the huller machine, and controlling the drying process and moisture content of the coffee beans. This study shows that applying SPC can help identify the sources of defects and serve as a basis for improving green bean coffee quality.

Author Biographies

Sri Tjondro Winarno, Universitas Pembangunan Nasional “Veteran” Jawa Timur

Prodi S1 Agribisnis

Ika Sari Tondang, Universitas Pembangunan Nasional "Veteran" Jawa Timur

Prodi S1 Agribisnis

References

Agustiansyah, F., Destiana, & Apriliani, F. N. (2023). Penerapan Strategi Marketing dalam Upaya Perdagangan Kopi di Pasar Internasional. Jurnal Pijar Studi Manajemen Dan Bisnis, 1(3), 315–326.

USDA (2024). Indonesia: Coffee Annual. Retrieved from https://www.fas.usda.gov/data/gain/2024/05/indonesia-coffee-annual

Ramadhan, I., Irianto, H., & Qonita, R. R. A. (2023). Analisis Pengendalian Mutu Kopi dengan Menggunakan Diagram Fishbone Berdasarkan Standar SCA (Specialty Coffee Association) pada Kopi Arabika Palintang, Bandung Timur. Agrista, 11(2), 43-55.

Sera, G. H., Volsi, B., Júnior, V. M., Theodoro, C., Pereira, M., & Telles, T. S. (2025). Production and trade of specialty coffee in Brazil. Scientific Reports, 95(15), 42403. https://doi.org/10.1038/s41598-025-26620-x

Assauri., S. (2016). Manajemen Operasi Produksi. Jakarta: PT Raja Grafindo Persada

Sanchez, B., Gonzales, O. S., Cuautle, J. de J. A. F., Escamillia, O. L., & Rodriguez, O. P. (2024). A study of the physical characteristics and defects of green coffee beans that influence the sensory notes using machine learning models. Processes, 12(1), 1–18. https://doi.org/10.3390/pr12010018

Shiyamy, A. F., Rohmat, S., & Sopian, A. (2021). Analisis Pengendalian Kualitas Produk dengan Statistical Process Control. KOMITMEN: Jurnal Ilmiah Manajemen, 2(2), 32-45. https://doi.org/10.15575/jim.v2i2.14377

Sulistyani, T., & Safitri, R. (2024). Analisis Penggunaan Statistical Process Control (SPC) Dalam Pengendalian Kualitas. Permana: Jurnal Perpajakan, Manajemen, dan Akuntansi, 16(2), 379-392.

Campbell, S., Greenwood, M., & Walker, K. (2020). Purposive sampling: complex or simple? Research case examples. Journal of Research in Nursing, 25(8), 652–661. https://doi.org/10.1177/1744987120927206

Pahwa, M., Cavanagh, A., & Vanstone, M. (2023). Key Informants in Applied Qualitative Health Research. Qualitative Health Research, 33(14), 1251–1261. https://doi.org/10.1177/10497323231198796

Nadiyah, K., & Dewi, G. S. (2022). Quality control analysis using flowchart, check sheet, p-chart, Pareto diagram and fishbone diagram. OPSI, 15(2), 183–188. https://doi.org/10.31315/opsi.v15i2.7445

Montgomery. (2019). Introduction to Statistical Quality Control (8th ed.). John Wiley & Sons

Salacinski, T., Chrzanowski, J., & Chmielewski, T. (2023). Statistical Process Control Using Control Charts with Variable Parameters. Processes, 11(9), 2744. https://doi.org/10.3390/pr11092744

Kumah, A., Nwogu, C. N., Issah, A. R., Obot, E., Kanamitie, D. T., Sifa, J. S., & Aidoo, L. A. (2024). Cause-and-Effect (Fishbone) Diagram: A Tool for Generating and Organizing Quality Improvement Ideas. Global Journal on Quality and Safety in Healthcare, 7(2), 85–87. https://doi.org/10.36401/JQSH-23-42

Salacinski, T., Chrzanowski, J., & Chmielewski, T. (2023). Statistical Process Control Using Control Charts with Variable Parameters. Processes, 11(9), 2744. https://doi.org/10.3390/pr11092744

Montgomery. (2020). Introduction to Statistical Quality Control. New York: Jhon Wiley & Sons, Inc.

Saputra, A., & Chandrahadinata, D. (2023). Perancangan Perbaikan Kualitas Biji Kopi Di UMKM Lestari Kopi. Jurnal Kalibrasi, 22(1), 43-51. https://doi.org/10.33364/kalibrasi/v.22-1.1440

Rusman, J., & Pasae, N. (2022). Prototype sistem penyortir buah kopi Arabika berdasarkan tingkat kematangan menggunakan metode support vector machine. Teknika, 12(1). https://doi.org/10.34148/teknika.v12i1.602

Abreu, G. F., Rosa, S. D. V. F., Coelho, S. V. B., Pereira, C. C., Malta, M. R., Fantazzini, T. B., & Vilela, A. L. (2023). Influence Of Hulling And Storage Conditions On Maintaining Coffee Quality. Anais Da Academia Brasileira de Ciências, 95(4). https://doi.org/10.1590/0001-3765202320190612

Hariono, B., & Irnain, U. (2023). Analisis Repair Maintenance dan Preventive Maintenance pada Mesin Huller di Industri Kopi. Jurnal Ilmiah Inovasi, 23(3), 249–258. https://doi.org/10.25047/jii.v23i3.3988

Majid, A., Limonu, M., & Dahlan, S. A. (2024). Karakteristik Mutu Biji Kopi Robusta (Coffea Canephora) Dulamayo dengan Berbagai Metode Pengolahan (Basah, Semi Basah, dan Kering). Jambura Journal of Food Technology, 6(2), 334-348. https://doi.org/10.37905/jjft.v6i2.27482

Published

2026-07-11

How to Cite

Adelia, K., Winarno, S. T., & Tondang, I. S. (2026). Analisis Pengendalian Kualitas Green Beans Kopi Menggunakan Metode Statistical Process Control (SPC) di Kopi Bontugu Trawas. Journal of Economics and Management Scienties, 8(4), 1400–1405. https://doi.org/10.37034/jems.v8i4.512