Digital Transformation in Pharmaceutical Manufacturing Processes Based on Good Manufacturing Practice

Authors

  • Susilowati Andari AkafarmaSunan Giri Ponorogo

DOI:

https://doi.org/10.47134/scpr.v2i4.5068

Keywords:

Digital Transformation, Pharmaceutical Manufacturing, Good Manufacturing Practice (GMP), Data Integrity, Operational Efficiency

Abstract

This study aims to analyze the role of digital transformation in pharmaceutical manufacturing processes based on Good Manufacturing Practice (GMP) with a focus on its contribution to quality improvement, operational efficiency, and regulatory compliance. The study uses a qualitative approach with a descriptive method through a literature review, which involves analysis of scientific articles, official reports, and relevant academic documents published between 2015 and 2025. Data collection techniques were carried out through systematic searches of literature from various academic databases, while data analysis was conducted through the stages of theme identification, data reduction, concept categorization, and inductive conclusion drawing. The results of the study show that the integration of digital technologies such as Artificial Intelligence (AI), Internet of Things (IoT), blockchain, digital twins, and big data analytics significantly improves the effectiveness of GMP implementation by strengthening data integrity, accelerating data-driven decision making, and increasing the transparency of the pharmaceutical supply chain. However, obstacles such as organizational resistance, limitations of legacy system integration, and cybersecurity issues remain major challenges in its implementation. Theoretically, this study expands the understanding of the evolution of digital-based quality systems in the pharmaceutical industry, while practically providing strategic guidance for companies and regulators in designing sustainable and regulatory-compliant digital transformation policies. Thus, the results of this study make an important contribution to strengthening the conceptual and implementational framework of digital transformation in the global pharmaceutical sector.

References

Abraham, D., & P, P. (2024). A Methodological Framework for Descriptive Phenomenological Research. Western Journal of Nursing Research, 47

Aru, P. B., Gulhane, M. S., Katekar, V. A., & Deshmukh, S. P. (2024). Quality by Design (QbD) in pharmaceutical development: A comprehensive review. GSC Biological and Pharmaceutical Sciences. https://doi.org/10.30574/gscbps.2024.26.1.0019

Belotto, M. (2018). Data Analysis Methods for Qualitative Research: Managing the Challenges of Coding, Interrater Reliability, and Thematic Analysis. The Qualitative Report. https://doi.org/10.46743/2160-3715/2018.3492

Bingham, A. (2023). From Data Management to Actionable Findings: A Five-Phase Process of Qualitative Data Analysis. International Journal of Qualitative Methods, 22 . https://doi.org/10.1177/16094069231183620

Chen, Y., Sampat, C., Huang, Y., Ganesh, S., Singh, R., Ramachandran, R., Reklaitis, G., & Ierapetritou, M. (2023). An integrated data management and informatics framework for continuous drug product manufacturing processes: A case study on two pilot plants. International Journal of Pharmaceutics. https://doi.org/10.1016/j.ijpharm.2023.123086

Chen, Y., Yang, O., Sampat, C., Bhalode, P., Ramachandran, R., & Ierapetritou, M. (2020). Digital Twins in Pharmaceutical and Biopharmaceutical Manufacturing: A Literature Review. Processes. https://doi.org/10.3390/pr8091088

Chirumalla, K., Oghazi, P., Nnewuku, R., Tuncay, H., & Yahyapour, N. (2025). Critical factors affecting digital transformation in manufacturing companies. International Entrepreneurship and Management Journal. https://doi.org/10.1007/s11365-024-01056-3

Doyle, L., McCabe, C., Keogh, B., Brady, A., & McCann, M. (2019). An overview of the qualitative descriptive design within nursing research. Journal of Research in Nursing, 25

Fife, S., & Gossner, J. (2024). Deductive Qualitative Analysis: Evaluating, Expanding, and Refining Theory. International Journal of Qualitative Methods, 23

Ghavat, K., Wakchoure, S., Surve, P., & Hole, N. (2024). Review on Digital Twin in Pharmaceutical and Biopharmaceutical Manufacturing. International Journal of Scientific Research in Science and Technology. https://doi.org/10.32628/ijsrst241161127

Gong, S., Kim, H., Park, Y., & Kim, J. (2025). Recent trends in continuous manufacturing and digitalization in pharmaceutical process development and manufacturing. Journal of Pharmaceutical Investigation. https://doi.org/10.1007/s40005-025-00728-8

Hole, G., Hole, A. S., & McFalone-Shaw, I. (2021). Digitalization in the pharmaceutical industry: What to focus on under the digital implementation process? Heliyon, 7 (3), e06552.

Jimenez, S., Berbegal-Mirabent, J., & De La Torre, R. (2024). How do university libraries contribute to the research process? The Journal of Academic Librarianship. https://doi.org/10.1016/j.acalib.2024.102930

Jing, J., Shi, L., & Kang, T. (2022). The Effect of Digital Transformation on the Pharmaceutical Sustainable Supply Chain Performance: The Mediating Role of Information Sharing and Traceability Using Structural Equation Modeling. Sustainability. https://doi.org/10.3390/su15010649

Kalpokaite, N., & Radivojevic, I. (2018). Demystifying Qualitative Data Analysis for Novice Qualitative Researchers. The Qualitative Report. https://doi.org/10.46743/2160-3715/2019.4120

Kodumuru, R., Sarkar, S., Parepally, V., & Chandarana, J. (2025). Artificial Intelligence and Internet of Things Integration in Pharmaceutical Manufacturing: A Smart Synergy. Pharmaceutics. https://doi.org/10.3390/pharmaceutics17030290

Kuzmina, K., Smeshko, O., Nosova, Y., & Borisova, S. (2024). Experience of Digitalization Project Management in a Pharmaceutical Production Company. Economics and Management: Problems, Solutions. https://doi.org/10.36871/ek.up.p.r.2024.01.02.002

Miozza, M., Brunetta, F., & Appio, F. (2024). Digital transformation of the Pharmaceutical Industry: A future research agenda for management studies. Technological Forecasting and Social Change. https://doi.org/10.1016/j.techfore.2024.123580

Muchamatgaleeva, L. R. (2023). Model of digital transformation of the organization of production for enterprises in the pharmaceutical industry. Economics and Management, 25(1), 10–16.

Nagy, B., Galata, D., Farkas, A., & Nagy, Z. (2022). Application of Artificial Neural Networks in the Process Analytical Technology of Pharmaceutical Manufacturing—A Review. The AAPS Journal. https://doi.org/10.1208/s12248-022-00706-0

Ntamo, D., Lopez-Montero, E., Mack, J., Omar, C., Highett, M., Moss, D., Mitchell, N., Soulatintork, P., Moghadam, P., & Zandi, M. (2022). Industry 4.0 in Action: Digitalization of a Continuous Process Manufacturing for Formulated Products. Digital Chemical Engineering. https://doi.org/10.1016/j.dche.2022.100025

Pratt, M. (2025). On the Evolution of Qualitative Methods in Organizational Research. Annual Review of Organizational Psychology and Organizational Behavior. https://doi.org/10.1146/annurev-orgpsych-111722-032953

Ramanamuni, S. (2024). Digital Transformation: A Critical Component for CDMOs in the Pharmaceutical Industry. International Journal on Science and Technology. https://doi.org/10.71097/ijsat.v15.i4.2834

Soni, S., & Patel, A. (2024). Digital transformation and industry 4.0 in pharma manufacturing: The role of IoT, AI, and big data. Journal of Integral Sciences. https://doi.org/10.37022/jis.v7i4.92

Tian, M., Chen, Y., Tian, G., Huang, W., & Hu, C. (2023). The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view. International Journal of Production Economics. https://doi.org/10.1016/j.ijpe.2023.108929

Togia, A., & Malliari, A. (2017). Research Methods in Library and Information Science. https://doi.org/10.5772/intechopen.68749

Ullagaddi, P. (2024). Digital transformation in the pharmaceutical industry: Enhancing quality management systems and regulatory compliance. International Journal of Health Sciences, 12(1), 45–59.

Vesnap, O., & Koshechkin, K. (2024). Computerization of pharmaceutical production. Farmacevticheskoe delo i tehnologija lekarstv (Pharmacy and Pharmaceutical Technology). https://doi.org/10.33920/med-13-2404-03

Vrdoljak, A. (2022). Objectivization of virus titration method in GMP-regulated environment using artificial intelligence-based classification system. European Journal of Pharmaceutics and Biopharmaceutics. https://doi.org/10.1016/j.ejpb.2022.11.020

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Published

2025-12-17

How to Cite

Andari, S. (2025). Digital Transformation in Pharmaceutical Manufacturing Processes Based on Good Manufacturing Practice. Sciences and Clinical Pharmacy Research Journal, 2(4), 10. https://doi.org/10.47134/scpr.v2i4.5068

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