GIS Combined with Multivariate Analysis in Supporting Digitalization Supply Chain Management of Halal Products: The Case Study of MSMEs in West Java Indonesia
Received: 20 December 2024 | Revised: 21 January 2025 | Accepted: 24 January 2025 | Online: 19 February 2025
Corresponding author: Muhamad Muslih
Abstract
Micro, Small, and Medium Enterprises (MSMEs) struggle to compete in the global market, especially those producing halal products. Information system support is one solution that can solve the complex supply chain problem from producers to consumers. The objective of this study is to develop a Geographic Information System (GIS) supported by multivariate analysis for the digitalization of Supply Chain Management (SCM) of halal products in MSMEs located in West Java, Indonesia. Six attributes were evaluated: information technology, human resources, collaborative relationship, halal certificate, and SCM implementation as independent variables, and halal products as dependent. The results of the ANOVA test show that the six attributes are significantly different (p<5%). In addition, based on the Pearson correlation, only the collaborative relationship, human resources, and halal certificate attributes correlate more than 80%. The SCM analysis shows that supplier, manufacturing, and raw materials factors are the main levers in the halal product supply chain. A GIS-based information system was successfully developed, with satisfactory user acceptance results for usability, efficiency, reliability, and functionality. The results of this study indicate that this GIS-based system can help distribute halal products in MSMEs, especially those in the West Java area, Indonesia.
Keywords:
case study, GIS, halal product, MSMEs, SCMDownloads
References
J. Costa and R. Castro, "SMEs Must Go Online—E-Commerce as an Escape Hatch for Resilience and Survivability," Journal of Theoretical and Applied Electronic Commerce Research, vol. 16, no. 7, pp. 3043–3062, Nov. 2021.
C. M. Harland, N. D. Caldwell, P. Powell, and J. Zheng, "Barriers to supply chain information integration: SMEs adrift of eLands," Journal of Operations Management, vol. 25, no. 6, pp. 1234–1254, Nov. 2007.
A. Rejeb, K. Rejeb, S. Zailani, H. Treiblmaier, and K. J. Hand, "Integrating the Internet of Things in the halal food supply chain: A systematic literature review and research agenda," Internet of Things, vol. 13, Mar. 2021, Art. no. 100361.
B. Harsanto, J. I. Farras, E. A. Firmansyah, M. Pradana, and A. Apriliadi, "Digital Technology 4.0 on Halal Supply Chain: A Systematic Review," Logistics, vol. 8, no. 1, Feb. 2024, Art. no. 21.
R. Sunoko, A. Saefuddin, M. Nanere, and V. Ratten, "Micro Small Medium Enterprises (MSMEs) and Indonesian National Economies During and Post COVID-19," in Entrepreneurial Innovation, V. Ratten, Ed. Springer Nature Singapore, 2022, pp. 141–150.
M. N. Salim, D. Susilastuti, and I. W. Rafiqah, "Determinant of MSMEs Performance and its Impact on Province GRDP in Indonesia," International Journal of Business, Economics and Management, vol. 7, no. 1, pp. 1–13, 2020.
W. Li, M. Batty, and M. F. Goodchild, "Real-time GIS for smart cities," International Journal of Geographical Information Science, vol. 34, no. 2, pp. 311–324, Feb. 2020.
M. N. K. Boulos, "Towards evidence-based, GIS-driven national spatial health information infrastructure and surveillance services in the United Kingdom," International Journal of Health Geographics, vol. 3, no. 1, Jan. 2004.
C. M. Trotter, "Remotely-sensed data as an information source for geographical information systems in natural resource management a review," International journal of geographical information systems, vol. 5, no. 2, pp. 225–239, Jan. 1991.
Devianti, Fachruddin, E. Purwati, D. S. Thamren, and A. Sitorus, "Application of Geographic Information Systems and Sediment Routing Methods in Sediment Mapping in Krueng Jreu Sub-Watershed, Aceh Province, Indonesia," International Journal of Sustainable Development and Planning, vol. 16, no. 7, pp. 1253–1261, Nov. 2021.
S. D. Rajendran, N. H. Kamarulzaman, and A. Abd Rahman, "The mediating role of halal supply chain integrity in enhancing performance for halal herbal-based food SMEs," Journal of Islamic Marketing, vol. 15, no. 12, pp. 3621–3648, Dec. 2024.
M. S. Shahbaz, S. Sohu, F. Z. Khaskhelly, A. Bano, and M. A. Soomro, "A Novel Classification of Supply Chain Risks: A Review," Engineering, Technology & Applied Science Research, vol. 9, no. 3, pp. 4301–4305, Jun. 2019.
S. Mukherjee, "Challenges to Indian micro small scale and medium enterprises in the era of globalization," Journal of Global Entrepreneurship Research, vol. 8, no. 1, Dec. 2018, Art. no. 28.
D. Singh, J. S. Khamba, and T. Nanda, "Problems and prospects of Indian MSMEs: a literature review," International Journal of Business Excellence, vol. 15, no. 2, 2018, Art. no. 129.
M. K. Loo, S. Ramachandran, and R. N. Raja Yusof, "Unleashing the potential: Enhancing technology adoption and innovation for micro, small and medium-sized enterprises (MSMEs)," Cogent Economics & Finance, vol. 11, no. 2, Oct. 2023, Art. no. 2267748.
J. Irizarry, E. P. Karan, and F. Jalaei, "Integrating BIM and GIS to improve the visual monitoring of construction supply chain management," Automation in Construction, vol. 31, pp. 241–254, May 2013.
S. Sánchez-García, D. Athanassiadis, C. Martínez-Alonso, E. Tolosana, J. Majada, and E. Canga, "A GIS methodology for optimal location of a wood-fired power plant: Quantification of available woodfuel, supply chain costs and GHG emissions," Journal of Cleaner Production, vol. 157, pp. 201–212, Jul. 2017.
W. Darmalaksana, "How is the halal certification policy implemented? Perspective analysis of small and medium enterprises (SMEs) in Indonesia," Journal of Islamic Accounting and Business Research, Dec. 2023.
K. Majumder, S. R. Biradar, and S. K. Sarkar, "A cost effective multi-granular location information strategy for MANET," in 2008 11th International Conference on Computer and Information Technology, Khulna, Bangladesh, Dec. 2008, pp. 98–103.
A. J. Jensen and A. P. Sage, "A Systems Management Approach for Improvement of Organizational Performance Measurement Systems," Information Knowledge Systems Management, vol. 2, no. 1, pp. 33–61, Jan. 2000.
K. Reinecke and A. Bernstein, "Improving performance, perceived usability, and aesthetics with culturally adaptive user interfaces," ACM Transactions on Computer-Human Interaction, vol. 18, no. 2, pp. 1–29, Jun. 2011.
P. Schober, C. Boer, and L. A. Schwarte, "Correlation Coefficients: Appropriate Use and Interpretation," Anesthesia & Analgesia, vol. 126, no. 5, pp. 1763–1768, May 2018.
S. Hedayatafza, P. Aberoomand Azar, and H. Sahebi, "Risk assessment of trace metals in sunblock creams using DABCOnium-based ionic liquid–functionalized magnetic nanoparticles," Analytical Methods, vol. 15, no. 27, pp. 3333–3345, 2023.
H. Liu, S. Wei, W. Ke, K. K. Wei, and Z. Hua, "The configuration between supply chain integration and information technology competency: A resource orchestration perspective," Journal of Operations Management, vol. 44, no. 1, pp. 13–29, May 2016.
H. Pateman, K. Hughes, and S. Cahoon, "Humanizing Humanitarian Supply Chains: A Synthesis of Key Challenges," The Asian Journal of Shipping and Logistics, vol. 29, no. 1, pp. 81–102, Apr. 2013.
T. Nasyiah, I. Masudin, F. Zulfikarijah, D. Kannan, A. Rumijati, and R. Wijaya, "Explaining Sustainable Performance With SEM–FsQCA: The Role of Traceability Systems, Knowledge Management, Halal SCM Practices, and Spiritual Leadership in Small–Medium Enterprises (SMEs)," IEEE Transactions on Engineering Management, vol. 71, pp. 5691–5705, 2024.
M. Gómez-Cedeño, J. M. Castán-Farrero, L. Guitart-Tarrés, and J. Matute-Vallejo, "Impact of human resources on supply chain management and performance," Industrial Management & Data Systems, vol. 115, no. 1, pp. 129–157, Feb. 2015.
N. Ab Rashid and J. Bojei, "The relationship between halal traceability system adoption and environmental factors on halal food supply chain integrity in Malaysia," Journal of Islamic Marketing, vol. 11, no. 1, pp. 117–142, Jun. 2019.
"Deskripsi UMKM," UMKM. https://umkmpro.id/.
L. L. Gaol, "Building an e-commerce ecosystem for MSMEs in Medan: a strategic approach to design and user satisfaction," Enrichment : Journal of Management, vol. 14, no. 1, pp. 10–21, Apr. 2024.
M. Cao, M. A. Vonderembse, Q. Zhang, and T. S. Ragu-Nathan, "Supply chain collaboration: conceptualisation and instrument development," International Journal of Production Research, vol. 48, no. 22, pp. 6613–6635, Nov. 2010.
A. Rejeb, J. G. Keogh, K. Rejeb, and K. Dean, "Halal food supply chains: A literature review of sustainable measures and future research directions," Foods and Raw Materials, vol. 9, no. 1, pp. 106–116, Apr. 2021.
S. Singh, S. S. Rajest, S. Hadoussa, A. J. Obaid, and R. Regin, Data-Driven Decision Making for Long-Term Business Success. IGI Global, 2023.
S. A. Hendrawan, A. Chatra, N. Iman, S. Hidayatullah, and D. Suprayitno, "Digital Transformation in MSMEs: Challenges and Opportunities in Technology Management," Jurnal Informasi dan Teknologi, pp. 141–149, Jun. 2024.
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