The Influence of Data Utilization and Supply Chain Digitalization on the Operational Efficiency of MSMEs: A Study in Lampung Province
DOI:
https://doi.org/10.33292/ost.vol5no1.2025.151Keywords:
Data Capability, MSMEs, Operational Efficiency, Supply ChainAbstract
Aims and Methods: This study aims to analyze the effect of data capability and supply chain capability on the operational efficiency of MSMEs in Lampung Province. The method used is a quantitative approach and multiple linear regression analysis involving simulated data from 200 respondents to test the relationship between variables.
Results: The results of the analysis show that supply chain capability has a more dominant and significant influence on operational efficiency compared to data capability. Data capability contributes positively and significantly to improving operational efficiency, especially when integrated into the supply chain management process. The R Square value of 0.497 indicates that almost 50% of the variation in operational efficiency can be explained by the two independent variables. The results of the study support the Resource-Based View (RBV) perspective that internal resources such as data and efficient supply chain systems are determining factors for the competitiveness of MSMEs.
Conclusion: The practical implications of this study encourage the need for a digitalization strengthening program and data-based logistics systems to support local MSMEs to be more adaptive in facing market competition. This study also recommends further studies with sectoral and longitudinal approaches to understand the long-term impact of digital integration on MSME business performance.
References
Arias-Pérez, J., Coronado-Medina, A., & Perdomo-Charry, G. (2022). Big data analytics capability as a mediator in the impact of open innovation on firm performance. Journal of Strategy and Management, 15(1), 1-15.
Barney, J. B. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Mana-gement, 17, 99-120.
Bhardwaj, S. (2022). Data analytics in small and medium enterprises (SME): A systematic review and future research directions. Information Resources Management Journal, 35(2), 1-17.
BPS. (2020). Jarak dari Ibukota Kabupaten/Kota ke Ibukota Provinsi di Provinsi Lampung (km), 2018. https://lampung.bps.go.id/id/statistics-table/1/NTE5IzE=/jarak-dari-ibukota-kabupaten-kota-ke-ibukota-provinsi-di-provinsi-lampung-km-2018.html
BPS. (2024). Provinsi Lampung Dalam Angka. https://lampung.bps.go.id/id/news/2024/08/15/421/distribusi-usaha-mikro-di-provinsi-lampung-tahun-2023.html
Chatterjee, S., Chaudhuri, R., Shah, M., & Maheshwari, P. (2022). Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership. Computers and Industrial Engineering, 168.
Daud, S., Al Affan, D., Rachman, M. F., & Al Fiqih, M. R. (2025). Implementasi Business Model Canvas (BMC) dalam Perencanaan Strategi Pemasaran Kewirausahaan UMKM (Studi pada “Citra Oleh-Oleh Lampung” di Bandar Lampung). Jurnal EMT KITA, 9(1), 287-297.
Dubey, R., Bryde, D. J., Blome, C., Roubaud, D., & Giannakis, M. (2021). Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context. Industrial Marketing Management, 96, 135-146.
Ghazaldi, A. (2023). Pemerintah Provinsi Lampung Gelar Pelatihan Pemasaran Digital UKM. https://www.rri.co.id/lampung/daerah/398867/pemerintah-provinsi-lampung-gelar-pelatihan-pemasaran-digital-ukm
Hardi, R., Khaerah, N., Putra, M. A. P., Nurjannah, N., Ismawati, I., Sari, M., & Fajar, M. (2022). Penelusuran mortality risk factors dan digital innovation dalam membangun ketahanan usaha mikro, kecil, dan menengah (UMKM) di Kota Makassar. Jurnal Arajang, 5(2), 86-98.
Hakim, L., Aprinisa, A., Ainita, O., Anggalana, A., & Ardiansyah, M. (2022). Pendampingan Dan Pelatihan Legalitas Usaha Dan Sertifikasi Produk Umkm Penghasil Keripik Desa Bumi Sari, Kecamatan Natar, Kabupaten Lampung Selatan. Jurnal Pengabdian UMKM, 1(2), 74-79.
Hautala-Kankaanpää, T. (2023). Complementary and contingent value of SMEs’ data capability and supply chain capability in the competitive environment. Industrial Management & Data Systems, 123(8), 2128-2149.
Kalefi, A. G. (2025). Strategi Peningkatan Omset Melalui Bauran Pemasaran pada Industri Kecil Pabrik Kelanting Budiono (Desa Tempuran Trimurjo Kab. Lampung Tengah). [Skripsi]. IAIN Metro.
Kemenko. (2022). Perkembangan UMKM sebagai Critical Engine Perekonomian Nasional Terus Mendapatkan Dukungan Pemerintah. Siaran Pers. Tersedia pada https://www.ekon.go.id/publikasi/detail/4593/perkembangan-umkm-sebagai-critical-engine-perekonomian-nasional-terus-mendapatkan-dukungan-pemerintah
Lubis, N. W. (2022). Resource based view (RBV) in improving company strategic capacity. Research Horizon, 2(6), 587-596.
Maydiantoro, A., Jaya, M. T. B. S., Hestiningtyas, W., & Rahmawati, R. (2021). Pendampingan UMKM menuju digitalisasi marketing upaya kebangkitan di era new normal. J. Kreat. Pengabdi. Kpd. Masy, 4(6), 1530-1539.
Nurani, M. (2019). Analisis Faktor-Faktor Penghambat Pengembangan Usaha Mikro Kecil dan Menengah Dalam Perspektif Ekonomi Islam (studi Pada Sentra UMKM Keripik Pisang Jalan ZA. Pagar Alam Kota Bandar Lampung. [Skripsi]. UIN Raden Intan Lampung).
Ramdani, B., Raja, S., & Kayumova, M. (2022). Digital innovation in SMEs: a systematic review, synthesis and research agenda. Information Technology for Development, 28(1), 56-80.
Wamba, S. F., Gunasekaran, A., Akter, S., Ren, S. J. F., Dubey, R., & Childe, S. J. (2017). Big data analytics and firm performance: Effects of dynamic capabilities. Journal of business research, 70, 356-365.
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