Vol. 11 No. 7 (2025): July
Open Access
Peer Reviewed

Development of a Initialization and Supply Chain Resilience Model to Enhance Operational Performance in The Software Development Industry

Authors

DOI:

10.29303/jppipa.v11i7.10749

Published:

2025-07-25

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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 chain

References

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 DOI: https://doi.org/10.1001/jama.2020.2565

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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: 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 DOI: https://doi.org/10.46799/arl.v7i9.165

Author Biographies

Muhammad Mahdi, University Bina Nusantara

Author Origin : Indonesia

Jonny, University Bina Nusantara

Author Origin : Indonesia

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How to Cite

Mahdi, M., & Jonny. (2025). Development of a Initialization and Supply Chain Resilience Model to Enhance Operational Performance in The Software Development Industry. Jurnal Penelitian Pendidikan IPA, 11(7), 752–761. https://doi.org/10.29303/jppipa.v11i7.10749