The Influence of Operational Planning, Control and Supervision on E-Commerce Order Management Performance in MSMEs in Yogyakarta

Muhammad Fahmi Lutfil Hakim; Al Hasin

doi:10.55927/fjmr.v4i9.489

Authors

Muhammad Fahmi Lutfil Hakim Islamic University of Indonesia
Al Hasin Islamic University of Indonesia

DOI:

https://doi.org/10.55927/fjmr.v4i9.489

Keywords:

Operational Planning, Operational Control, Operational Supervision, Order Management Performance, MSMEs

Abstract

This study aims to analyze the influence of operational planning, control, and supervision on the performance of e-commerce order management in MSMEs in Yogyakarta with a quantitative approach using the Structural Equation Modeling-Partial Least Squares (SEM-PLS) method on 232 respondents. The results of the study indicate that operational planning and control do not have a significant effect on order management performance, while operational supervision has a positive and significant effect. This finding confirms that the supervision aspect, especially monitoring the implementation of SOPs and direct order processes, is more effective in increasing customer satisfaction compared to planning and control which are still constrained by limited MSME resources. This study provides practical implications for MSMEs to strengthen operational supervision and gradually improve the quality of planning and control so that the performance of e-commerce order management is increasingly optimal.

References

Anisah, Siti. Wahjono, S. I. (2023). Mengkaji Kelebihan Dan Kelemahan E-Commerce Shopee Indonesia. Universitas Muhammadiyah Surabaya, March, 1–18. researchgate.net

Ayu, I., & Boromeus, S. C. (2024). Pengaruh Standar Operasional Prosedur dan Pengawasan terhadap Kinerja Karyawan Pada PT BPR Akasia Mas Tangerang Selatan. 1(2), 83–95.

Bressolles, G., & Lang, G. (2019). E-fulfillment and e-commerce logistics: A literature review. Journal of Retailing and Consumer Services.

Dos Santos, T. F., & Leite, M. S. A. (2016). Performance measurement system in supply chain management: Application in the service sector. International Journal of Services and Operations Management, 23(3), 298–315. https://doi.org/10.1504/IJSOM.2016.074816

Gustina, L., Novita, W., & Triadi, Y. (2022). Pengaruh E-Commerce Terhadap Peningkatan Pendapatan Usaha Mikro Kecil Dan Menengah Di Kota Padang. Jurnal Teknologi Dan Sistem Informasi Bisnis, 4(1), 152–161. https://doi.org/10.47233/jteksis.v4i1.392

Harfie, A. P., & Lastiati, A. (2022). ADOPSI PENGGUNAAN E-COMMERCE TERHADAP KINERJA UMKM (Pada Usaha Mikro, Kecil, dan Menengah di DKI Jakarta). Jurnal Akuntansi Dan Keuangan, 11(1), 21. https://doi.org/10.36080/jak.v11i1.1700

Heizer, J., Render, B., & Munson, C. (2017). T Welf T H Edit Ion Oper At Ions.

Imam, G., & Hengky, L. (2015). Partial Least Squares, Konsep, Teknik dan Aplikasi menggunakan Program SMARTPLS 3.0 Untuk Penelitian Empiris.

Indriyani, I., Wiranata, I. P. B., & Hiu, S. (2024). Strategi Peningkatan Efisiensi Operasional UMKM di Era Digital: Pendekatan Kualitatif dengan Business Intelligence dalam Implementasi E-Commerce. INFORMATICS FOR EDUCATORS AND PROFESSIONAL: Journal of Informatics, 9(1), 23. https://doi.org/10.51211/itbi.v9i1.2760

Inuwa, M. (2023). Effect of Process Management and Planning and Control on Customer Relations in Assessing Readiness to Deploy Lean Manufacturing Techniques within SMEs: SMART PLS-SEM Approach. INTI Journal, 2023(1). https://doi.org/10.61453/intij.202369

Jr., J. F. H., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2023). Review of Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook. In Structural Equation Modeling: A Multidisciplinary Journal (Vol. 30, Issue 1). https://doi.org/10.1080/10705511.2022.2108813

Kala’lembang, A. (2020). Adopsi E-Commerce Dalam Mendukung Perkembangan Usaha Mikro Kecil Dan Menengah (UMKM) Di Masa Pandemi Covid-19. Capital: Jurnal Ekonomi Dan Manajemen, 4(1), 54. https://doi.org/10.25273/capital.v4i1.7358

Laudon, K. C., & Traver, C. G. (2016). E-Commerce 2016 Business, Tecnology, and Society. In England: Britis Library Cataloguint-in.

Li, Y., Zhang, R., & Jiang, D. (2022). Order-Picking Efficiency in E-Commerce Warehouses: A Literature Review. Journal of Theoretical and Applied Electronic Commerce Research, 17(4), 1812–1830. https://doi.org/10.3390/jtaer17040091

Lumintang, J. J. B., Rumagit, G. A. J., & Taroreh, M. L. G. (2020). Kajian Manfaat E-Commerce Pada Penjualan Produk Usaha “Snacking” Di Kota Manado. Agri-Sosioekonomi, 16(3), 413. https://doi.org/10.35791/agrsosek.16.3.2020.31131

Mikraj, A. L., Hananto, D., Nurwahid, A., Ikhwal, F., Winutan, L., & Riski, M. (2024). Strategi Manajemen Operasi Commerce di Indonesia Dalam Mengoptimalkan Operasi. 5(1), 445–458.

Miragliotta, G., Melacini, M., Perotti, S., & Tumino, A. (2022). Visibility and governance in e-commerce operations: A framework for order management excellence. Journal of Business Logistics.

Mueller, M., & Swoboda, B. (2025). Effects of International E-Commerce Firms’ Depth versus Breadth of Control on Foreign Sales Performance and the Role of Market Size and Growth as Context Factors. Management International Review, 65(2), 275–304. https://doi.org/10.1007/s11575-025-00570-y

Muhammad Nusrang, Muh. Fahmuddin, & Hardianti Hafid. (2023). Penerapan Metode Structural Equation Modelling-Partial Least Squares (Sem-Pls) Dalam Mengevaluasi Faktor-Faktor Yang Mempengaruhi Pdrb Di Indonesia. Seminar Nasional Dies Natalis 62, 1, 543–548. https://doi.org/10.59562/semnasdies.v1i1.1088

Mulla, F. M. (2024). Optimizing E-commerce Fulfillment: The Strategic Role of Warehouse Management Systems (WMS). Interantional Journal of Scientific Research in Engineering and Management, 08(11), 1–7. https://doi.org/10.55041/ijsrem26799

Mustafa, F., Melinda, T. F., Yusnanto, T., Rukmana, A. Y., & Majid, J. (2023). The Role of E-Commerce Use, Capital Availability and Business Training on Performance of Small Medium Enterprise (SMEs) in Indonesia. MALCOM: Indonesian Journal of Machine Learning and Computer Science, 3(2), 247–252. https://doi.org/10.57152/malcom.v3i2.924

Nasution, S. P. D., Bangun, E. R. B., Mahmulyadi, I. A., Saputra, B. A., Purba, F. Y., Oktariza, W., & Ainun, T. N. (2024). Analisis Kinerja Rantai Pasok Dan Pengaruhnya Terhadap Pemenuhan Pesanan Pada PT Sentosa Tata Multi Sarana. 24(1), 86.

Nudurupati, S. S., Bhattacharya, A., Lascelles, D., & Caton, N. (2021). Strategic sourcing and supply management performance: A resource-based view. International Journal of Production Economics.

Panigrahi, S., Al Ghafri, K. K., Al Alyani, W. R., Ali Khan, M. W., Al Madhagy, T., & Khan, A. (2023). Lean manufacturing practices for operational and business performance: A PLS-SEM modeling analysis. International Journal of Engineering Business Management, 15, 1–16. https://doi.org/10.1177/18479790221147864

Pramesti, A., Novitasari, C., & Oktaviani, D. (2023). Penerapan Manajemen Operasional Di Era Digital Dan Perkembangan E – Commerce. Economics Business Finance and Entrepreneurship, 88–97.

Putri Nurliani, A., Handayani, F., Laila Maghfiroh, A., Studi Manajemen, P., & Ekonomi dan Bisnis, F. (2024). Analisis Perencanaan Persediaan (Umkm) Usaha Buket Bunga Sanfloria.Florist Di Cikarang Utara. Neraca Manajemen, Ekonomi, 12(11).

Rosida, F., Ikhtia Zahra, I., Widyaningrum, M. F., Nugroho, R. H., & Ikaningtyas, M. (2024). Perencanaan Strategi Bisnis Usaha Online: UMKM. ManBiz: Journal of Management and Business, 3(1), 175–185. https://doi.org/10.47467/manbiz.v3i1.6463

Sagita Gayatri, G. T. (2024). Analisis Penerapan Manajemen Pergudangan pada Gudang UMKM Online Shop X. Co-Value Jurnal Ekonomi Koperasi Dan Kewirausahaan, 15(3). https://doi.org/10.59188/covalue.v15i3.4657

Sahabuddin, R., Anafani, S., Natalia, S., Unde, J. T., Putri, F. A., & Nurhaerat, P. (2023). Economics and Digital Business Review Sistem Pengendalian Persediaan Bahan Baku Berdasarkam Metode Pesanan Ekonomi pada UMKM Es Alpukat Kocok. 4(2), 248–258.

Saputra, A. R., & Malabay, M. (2022). Perencanaan Strategi Dan Implementasi Sistem Penjualan Umkm Go-Digital Berbasis Web (Studi Kasus Umkm Eskimo). Ikraith-Informatika, 6(3), 151–160. https://doi.org/10.37817/ikraith-informatika.v6i3.2219

Sitepu, J. E., Patrie, H., Studi, P., Informasi, F. T., Luhur, U. B., Utara, P., & Lama, K. (2019). Penerapan Metode E-Commerce Pada Distro Ricky Taman Puring. J u r n a l I D E A L I S, V o l . 2, 135–143.

Sugiono. (2016). Metode Penelitian Kuantitatif, Kualitatif, dan R&D (Issue January).

Sukarnasih, D. M., Sukmawati, N. L. N., Diatmika, I. N. G. A., Arlita, I. G. A. D., & Bhegawati, D. A. S. (2024). Pengaruh Modal Kerja, Penggunaan E-commerce, dan Efektivitas Sistem Pengendalian Internal Terhadap Pendapatan Pelaku UMKM di Kota Denpasar. Co-Value Jurnal Ekonomi Koperasi Dan Kewirausahaan, 14(8), 1000–1007. https://doi.org/10.59188/covalue.v14i8.3997

Supandi, H. (2024). Pengaruh Manajemen Operasi di Era Digital Terhadap Penjualan pada E-Commerce. 3(4).

Udayana, A. A. G. B., Fatmawaty, A. S., Makbul, Y., Priowirjanto, E. S., Ani, L. S., Siswanto, E., Susanti, W., & Andriani, S. (2024). Investigating the role of e-commerce application and digital marketing implementation on the financial and sustainability performance: An empirical study on Indonesian SMEs. International Journal of Data and Network Science, 8(1), 167–178. https://doi.org/10.5267/j.ijdns.2023.10.007

Utama, R. E., Gani, N. A., Jaharuddin, & Priharta, A. (2019). Rony Edward Utama Jaharuddin.

Wang, K., Li, Y., & Zhou, Y. (2022). Execution of Omni-Channel Retailing Based on a Practical Order Fulfillment Policy. Journal of Theoretical and Applied Electronic Commerce Research, 17(3), 1185–1203. https://doi.org/10.3390/jtaer17030060

Waruwu, S. (2021). Implementasi Fungsi Pengawasan Guna Meningkatkan Efektifitas Kerja Pegawai Pada Kantor Ketahanan Pangan , Pelaksana Implementation of Supervision Functions To Increase Effectiveness of Employees At the Office of Food Security , Agricultural. Jurnal EMBA, 9(2), 1197–1205.

Winkelmann, D., Ulrich, M., Römer, M., Langrock, R., & Jahnke, H. (2022). Dynamic Stochastic Inventory Management in E-Grocery Retailing: The Value of Probabilistic Information. 1–57. http://arxiv.org/abs/2205.06572

Ye, T., Cheng, S., Hijazi, A., & Van Hentenryck, P. (2025). Contextual Stochastic Optimization for Omnichannel Multi-Courier Order Fulfillment Under Delivery Time Uncertainty. Viswanathan 2023, 1–46. http://arxiv.org/abs/2409.06918

Yusvita Aprilyan, Elin Erlina Sasanti, & Isnawati. (2022). Pengaruh E-Commerce Terhadap Peningkatan Pendapatan Usaha Mikro Kecil Dan Menengah (Umkm) Di Kabupaten Lombok Barat. Jurnal Riset Mahasiswa Akuntansi, 2(2), 292–306. https://doi.org/10.29303/risma.v2i2.216

Zaidir, Sujarweni, V. Wi., & Erizal. (2024). INOVASI E-COMMERCE UNTUK OPTIMALISASI PROSES KONSUMEN , PRODUKSI , DAN PEMASARAN BAGI PELAKU. 12(2), 120–130.

Zaieda, A., Mansour, M., & Mostafa, M. (2016). Evaluating the Performance of Order Fulfillment Process in Supply Chain. The Egyptian International Journal of Engineering Sciences and Technology, 20(EIJEST, Vol. 20, 2016), 38–48. https://doi.org/10.21608/eijest.2016.97170

Zhang, Z., Jiang, Y., Li, Q., & Han, A. (2025). OTPTO: Joint Product Selection and Inventory Optimization in Fresh E-commerce Front-End Warehouses. 1–18. http://arxiv.org/abs/2505.23421