Sitorus, Mayshel Yolanda (2020) Pengembangan dan Pengukuran Supply Chain Analytics Maturity Model: Studi Kasus PT. Petrokimia Gresik. Other thesis, Institut Teknologi Sepuluh Nopember.
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Abstract
Supply chain saat ini telah menjadi lebih kompleks, lebih luas, serta lebih melibatkan banyak pihak setiap harinya. Peningkatan jumlah data yang signifikan dari suatu rantai pasok menyebabkan perusahaan kesulitan untuk melaksanakan rutinitasnya dengan tetap mempertahankan bahkan meningkatkan keunggulan kompetitif mereka. Munculnya business analytics dalam supply chain atau dikenal dengan supply chain analytics (SCA) ditujukan untuk memudahkan perusahaan dalam mengumpulkan, mengolah, serta menginterpretasikan data sehingga perusahaan mendapat wawasan tentang operasi bisnis serta membuat keputusan berbasis fakta yang lebih baik pada rantai pasok mereka. Oleh karena itu perusahaan perlu mengetahui kondisi tingkat kematangan (maturity level) dalam menerapkan SCA saat ini, untuk dapat mengembangkan SCA ke tingkat yang lebih tinggi. Saat ini, masih belum banyak literatur yang meneliti lebih lanjut mengenai framework untuk mengukur penerapan SCA pada suatu perusahaan. Sehingga, penelitian ini bertujuan membangun sebuah framework pengukuran penerapan SCA pada perusahaan, dimana framework tersebut akan diaplikasikan pada perusahaan studi kasus yaitu PT Petrokimia Gresik. Metode yang digunakan pada penelitian ini adalah literature review serta in-depth interview dengan expert baik pada perusahaan maupun akademisi. Berdasarkan hasil literature review, SCA maturity model yang dirumuskan pada penelitian ini terdiri dari tujuh dimensi yaitu analytics in plan, analytics in source, analytics in make, analytics in deliver, analitycs in return, tata kelola TI, dan sumber daya manusia dan organisasi. Dimana, pada setiap dimensi memiliki indikator pengukurannya masing-masing. Setelah model divalidasi oleh expert akademisi, selanjutnya dilakukan pengukuran pada PT. Petrokimia Gresik yang menghasilkan rata-rata kondisi maturity level perusahaan adalah pada level dua. Pada penelitian ini juga akan diberikan rekomendasi untuk meningkatkan maturity level penerapan SCA pada PT Petrokimia Gresik.
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Nowadays, supply chain has become more complex, broader and more connected with many parties. As the amount of data generated by one supply chain increases significantly, it makes a difficulty for a firm in carrying out their routines while maintaining and even increasing their competitive advantage. The rise of business analytics in supply chain or known as supply chain analytics (SCA) aims to ease the firm to collect, process, and interpret data so that the firm gain insight about their business operations and make better fact-based decisions in their supply chain process. Therefore, a firm need to know their maturity level in implementing the current supply chain analytics to be able to develop SCA to a higher maturity level. At present, there is not much of literature that further examines the framework for measuring the application of SCA in a company. Thus, this research aims to build a framework for measuring the application of SCA in a company where the framework will be applied to the case study, PT Petrokimia Gresik. The methods used in this study is a literature review and in-depth interviews with experts, both in the company and academics. Based on the literature review, the SCA maturity model that has been formulated in this research consists of seven dimensions, which are analytics in plan, analytics in source, analytics in make, analytics in deliver, analytics in return, IT Governance, and also human resources and organizational management. While each dimensions has its own measurement indicators. Afterwards, the model is validated by academics experts and followed by implementation SCA assessment in PT Petrokimia Gresik. Thus, this research will also provide rocommendations for the company to increase the maturity level of SCA implementation at PT. Petrokimia Gresik.
| Item Type: | Thesis (Other) |
|---|---|
| Additional Information: | RSMB 658.7 Sit p-1 |
| Uncontrolled Keywords: | Business Analytics, Keunggulan Kompetitif Perusahaan, SCA Maturity Model, Supply Chain Analytics Supply Chain Management |
| Subjects: | T Technology > T Technology (General) > T58.5 Information technology. IT--Auditing T Technology > T Technology (General) > T58.6 Management information systems T Technology > TS Manufactures > TS176 Manufacturing engineering. Process engineering (Including manufacturing planning, production planning) |
| Divisions: | Faculty of Creative Design and Digital Business (CREABIZ) > Business Management > 61205-(S1) Undergraduate Thesis |
| Depositing User: | Ms Mayshel Yolanda Sitorus |
| Date Deposited: | 20 Mar 2025 06:01 |
| Last Modified: | 20 Mar 2025 06:01 |
| URI: | http://repository.its.ac.id/id/eprint/73250 |
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