Development of a Initialization and Supply Chain Resilience Model to Enhance Operational Performance in The Software Development Industry
DOI:
10.29303/jppipa.v11i7.10749Published:
2025-07-25Downloads
Abstract
As an effort to enhance competitiveness and operational efficiency, it is essential for software development companies to continuously monitor and evaluate the operational performance of their supply chains. In the era of Industry 4.0, digitalization is imperative because the rapidly changing market dynamics can create vulnerabilities in the supply chain, making it necessary to strengthen the supply chain resilience of an industry. This research aims to develop a Model of Digitalization and Supply chain Resilience in the Software Development Industry and to test the variables that influence the operational performance of the supply chain. Data in this study is collected through questionnaires addressed to operational managers specifically in the field of supply chain. The data will be tested using Structural Equation Modeling with the help of SMART-PLS software. It is hoped that the results of this research can serve as a reference and recommendation for academics and practitioners regarding the model of digitalization and supply chain resilience in the software development industry.
Keywords:
Development Digitalization Resilience Software Supply chainReferences
Aksenta, A., Irmawati, Hayati, N., Sepriano, Herlinah, Silalahi, A. T., Pipin, S. J., Abdurrohim, I., Boari, Y., Mardiana, S., Sutoyo, M. N., Sumardi, Gani, I. P., & Ginting, T. W. (2023). LITERASI DIGITAL: Pengetahuan & Transformasi Terkini Teknologi Digital Era Industri 4.0 dan Sociaty 5.0. Jambi: Sonpedia Publishing Indonesia.
Bai, Y., Yao, L., Wei, T., Tian, F., Jin, D., Chen, Y., & Wang, M. (2020). Presumed Asymptomatic Carrier Transmission of COVID_19. JAMA - Journal of the American Medical Association. Retrieved from https://jamanetwork.com/journals/jama/article-abstract/2762028
Dzikriansyah, M. A., Masudin, I., Zulfikarijah, F., Jihadi, M., & Jatmiko, R. D. (2023). The role of green supply chain management practices on environmental performance: A case of Indonesian small and medium enterprises. Cleaner Logistics and Supply Chain, 6. https://doi.org/10.1016/j.clscn.2023.100100
Fatorachian, H., & Kazemi, H. (2021). Impact of Industry 4.0 on supply chain performance. Production Planning & Control, 32(1), 63–81. https://doi.org/10.1080/09537287.2020.1712487
Fonna, N. (2019). Pengembangan Revolusi Industri 4.0 dalam Berbagai Bidang. Bogor: Guepedia Publisher.
Ghazinoory, S., Abdi, M., & Azadegan-Mehr, M. (2011). Swot Methodology: A State-of-the-Art Review for the Past, A Framework for the Future. Journal of Business Economics and Management, 12(1), 24–48. https://doi.org/10.3846/16111699.2011.555358
Han, H., & Li, J. (2025). Leveraging industry 4.0 technologies for sustainable supply chain management: A systematic review. Cleaner Logistics and Supply Chain, 100246. https://doi.org/10.1016/j.clscn.2025.100246
Hegazy, M. I., Alsawi, K. A., Atwa, M. S., Sayed, M. S., Bakeer, M. M., Rezk, R. S., & Fouda, A. M. (2023). How to achieve operational excellence through digital transformation. SPE Gas & Oil Technology Showcase and Conference, D021S026R001. https://doi.org/10.2118/214140-MS
Hizam-Hanafiah, M., & Soomro, M. A. (2021). The situation of technology companies in industry 4.0 and the open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1). https://doi.org/10.3390/joitmc7010034
Hoda, M. R., Theil, G., Mohammed, N., Fischer, K., & Fornara, P. (2012). The adipocyte-derived hormone leptin has proliferative actions on androgen-resistant prostate cancer cells linking obesity to advanced stages of prostate cancer. Journal of Oncology. https://doi.org/10.1155/2012/280386
Hohenstein, N. O., Feise, E., Hartmann, E., & Giunipero, L. (2015). Research on the phenomenon of supply chain resilience: A systematic review and paths for further investigation. International Journal of Physical Distribution and Logistics Management, 45, 90–117. https://doi.org/10.1108/IJPDLM-05-2013-0128
Holmström Jan, P. J. (2017). Digital manufacturing-driven transformations of service supply chains for complex products. Supply Chain Management: An International Journal, 19(4), 421–430. https://doi.org/10.1108/scm-10-2013-0387
Insiders, C. (2019). Cloud Security Report. In Security. Retrieved from https://shorturl.asia/V4HlM
Ivanov, D., & Dolgui, A. (2020). Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak. International Journal of Production Research, 58(10), 2904–2915. https://doi.org/10.1080/00207543.2020.1750727
Kipper, L. M., Iepsen, S., Dal Forno, A. J., Frozza, R., Furstenau, L., Agnes, J., & Cossul, D. (2021). Scientific mapping to identify competencies required by industry 4.0. Technology in Society, 64, 101454. https://doi.org/10.1016/j.techsoc.2020.101454
Li, H., Wu, S., Du, C., Zhong, Y., & Yang, C. (2020). Preparation, performances, and mechanisms of microbial flocculants for wastewater treatment. International Journal of Environmental Research and Public Health, 17(4). https://doi.org/10.3390/ijerph17041360
Librantz, A. F. H., Costa, I., Spinola, M. de M., de Oliveira Neto, G. C., & Zerbinatti, L. (2021). Risk assessment in software supply chains using the Bayesian method. International Journal of Production Research, 59(22). https://doi.org/10.1080/00207543.2020.1825860
Liu, D., Li, L., Zheng, D., Wang, J., Yang, L., Zheng, C., Liu, D., Li, L., & Wu, X. (2020). Pregnancy and perinatal outcomes of women with coronavirus disease (COVID-19) pneumonia: a preliminary analysis. American Journal of Roentgenology, 215(1), 127–132. https://doi.org/10.2214/ajr.20.23072
Liu, K. P., & Chiu, W. (2021). Supply Chain 4.0: the impact of supply chain digitalization and integration on firm performance. Asian Journal of Business Ethics, 10(2), 371–389. https://doi.org/10.1007/s13520-021-00137-8
Lwakatare, L. E., Kilamo, T., Karvonen, T., Sauvola, T., Heikkilä, V., Itkonen, J., Kuvaja, P., Mikkonen, T., Oivo, M., & Lassenius, C. (2019). DevOps in practice: A multiple case study of five companies. Information and Software Technology, 114, 217–230. https://doi.org/10.1016/j.infsof.2019.06.010
Maretalinia, R., H., S., Amaliah, L., Sukmawati, E., & Suwarni, L. (2023). Factors influencing the utilization of the Modern Family Planning (MFP) method under the National Health Insurance in Indonesia: An analysis of the 2017 IDHS. Public Health of Indonesia, 9(2). https://doi.org/10.36685/phi.v9i2.694
Martínez, J., & Durán, J. M. (2021). Software supply chain attacks, a threat to global cybersecurity: SolarWinds’ case study. International Journal of Safety and Security Engineering, 11(5). https://doi.org/10.18280/IJSSE.110505
Ponomarov, S. Y., & Holcomb, M. C. (2009). Understanding the concept of supply chain resilience. The International Journal of Logistics Management, 20(1), 124–143. https://doi.org/10.1108/09574090910954873
Riswanto, Z., P, C., Sunijati, H., Boari, A., & Dassir, H. (2023). EKONOMI KREATIF : Inovasi, Peluang, dan Tantangan Ekonomi Kreatif di Indonesia. Jambi: Sonpedia Publishing Indonesia.
Saputra, N., Sasanti, N., Alamsjah, F., & Sadeli, F. (2021). Strategic role of digital capability on business agility during COVID-19 era. Procedia Computer Science, 197, 326–335. https://doi.org/10.1016/j.procs.2021.12.147
Soomro, M. A., Hizam-Hanafiah, M., Abdullah, N. L., Ali, M. H., & Jusoh, M. S. (2021). Industry 4.0 readiness of technology companies: A pilot study from malaysia. Administrative Sciences, 11(2). https://doi.org/10.3390/admsci11020056
Sugiyono. (2019). Metodelogi Penelitian Kuantitatif dan Kualitatif Dan R&D. Bandung: Alfabeta.
Sukmawati, E., Adhicandra, I., & Sucahyo, N. (2022). Information System Design of Online-Based Technology News Forum. International Journal Of Artificial Intelligence Research, 1(2). https://doi.org/10.29099/ijair.v6i1.2.593
Sukmawati, E., Fitriadi, H., Pradana, Y., Dumiyati, Arifin, Saleh, S., & Rinaldi, K. (2022). Digitalisasi Sebagai Pengembangan Model Pembelajaran. Batam: Penerbit Cendikia Mulia Mandiri.
Wamba, S. F., Bawack, R. E., & Carillo, K. D. A. (2019). The State of Artificial Intelligence Research in the Context of National Security: Bibliometric Analysis and Research Agenda. Conference on E-Business, e-Services and e-Society, 255–266. https://doi.org/10.1007/978-3-030-29374-1_21
Widowati, D., Darasih, R., & Ibrahim, H. D. (2023). Digitalisasi Rantai Pasok Terhadap Kinerja Perusahaan Yang Dimediasi Integrasi Internal. Action Research Literate, 7(9), 97–116. https://doi.org/10.46799/arl.v7i9.165
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