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All Journal EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi dan Bisnis Jurnal Mirai Management JOURNAL OF BUSINESS AND ECONOMICS RESEARCH (JBE) Jurnal Locus Penelitian dan Pengabdian International Journal of Management, Entrepreneurship, Social Science and Humanities (IJMESH)
Arief, Neneng Nurlaela
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Aerospace Engineering Humanities Automotive Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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Journal : Jurnal Locus Penelitian dan Pengabdian

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Exploring Biofarma’s Readiness Factors Advancing From Integrated Systems To Predictive Analytics And Real-Time Monitoring Syahril Maulana, Rijal; Arief, Neneng Nurlaela
Jurnal Locus Penelitian dan Pengabdian Vol. 4 No. 7 (2025): JURNAL LOCUS: Penelitian dan Pengabdian
Publisher : Riviera Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58344/locus.v4i7.4511

Abstract

This study investigates Biofarma’s readiness to Pharma 4.0 technologies adoption to implement predictive analytics, Artificial Intelligence, and the Internet of Things by assessing key factors. The research using quantitative surveys to explore the digital transformation landscape within the company. This study is using Exploratory Factor Analysis and Confirmatory Factor Analysis to reveal latent constructs influencing readiness. The findings show five main factors motivating readiness: perceived utility of digital tools, workforce digital competence, technology infrastructure readiness, stakeholder alignment, and perceived ease of use. These elements confirmed the structural integrity of the survey tool by matching it with Pharma 4.0 frameworks. The results of this study confirm five main factors influencing Bio Farma’s readiness to advance to Level 4 in the Pharma 4.0 framework, with one factor identified as the most influential.
Co-Authors Fakhira, Nabilla Vynka HN, Ade Rochman Mahury, Rivan Andriawan Syahril Maulana, Rijal Tirdasari, Nyayu Lathifah Wawan Dhewanto