Lean–Visual Management Integration in Hospital Information Systems to Sustain Pharmacy Performance Under High Workload
Abstract
Introduction: Hospital pharmacy services face increasing operational complexity, requiring efficient, adaptive, and data-driven systems. Integrating Lean Thinking (LT) and Visual Management (VM) into Hospital Information Systems (HIS) offers strategic potential to enhance workflow transparency, reduce waste, and improve service quality. This study aimed to evaluate the impact of LT–VM within HIS on service effectiveness, measured through prescription response times, and process efficiency, measured using the Value Added Ratio (VAR) derived from Value Stream Mapping (VSM).
Methods: A quantitative case study was conducted in the outpatient pharmacy unit of PKU Muhammadiyah Wonosobo Hospital, Central Java, Indonesia. Secondary data of 55,767 outpatient prescriptions were analyzed (17,373 pre-implementation and 38,394 post-implementation), while primary data were collected through direct workflow observation using VSM. Statistical analysis used the Mann–Whitney U test to assess pre-post differences, while process efficiency was examined through VAR calculations for compounded and non-compounded prescriptions.
Results: Non-compounded prescriptions showed a significant improvement in response time (p = 0.005), despite a 2.5-fold increase in prescription volume, indicating sustained system performance. Notably, unlike most Lean studies that emphasize waiting-time reduction, the present findings demonstrate that LT–VM–HIS integration primarily contributed to maintaining workflow stability under increased workload. Compounded prescriptions exhibited no significant change (p = 0.424), although reduced variability suggested improved consistency. VSM results showed VAR of 40.08% for non-compounded and 51% for compounded prescriptions, highlighting persistent bottlenecks during workflow transitions and the limited influence of digital interventions on labor-intensive manual tasks.
Conclusion: The integration of LT–VM within HIS enhanced process consistency, reduced variability, and maintained operational performance under increased workload. However, manual compounding tasks limited efficiency gains, underscoring the need for hospital-wide Lean digitalization and synchronized scheduling to balance demand and capacity. These findings support the broader application of Lean-based digital transformation to achieve resilient and patient-centered healthcare systems.
References
Nugraheni, W. P., Zahroh, A. H., & Hartono RK. Best Practice Of Hospital Management Strategy To Thrive In The National Health Insurance Ers. 2021;9(1):9–22. DOI: 10.20473/jaki.v9i1.2021.9-22
Zhang WXR. Patient-Centered Outpatient Process Optimization System Based on Intelligent Guidance in a Large Tertiary Hospital in China: Implementation Report. JMIR. 2025;13:pp: e60219-e60219. DOI: 10.2196/60219
Astiena AK, Hadiguna RA, Iswanto AH, Hardisman. Digitalization of Outpatient Services Based on Lean Management to Reduce Waiting Time in Government Hospital. Int J Adv Sci Eng Inf Technol. 2022;12(6):2248–57. DOI: 10.18517/ijaseit.12.6.17212
Tiriteu S, Cosma A, Pacuraru M, Zamfir A, Chirvase S. Improved Healthcare Quality Through Integrated Hospital Management and Digitalization. IBIMA Bus Rev. 2024;2024(May):614161. DOI: 10.5171/2024.614161
Dara HM, Raut A, Adamu M, Ibrahim YE, Ingle PV. Reducing non-value added (NVA) activities through lean tools for the precast industry. Heliyon [Internet]. 2024;10(7):e29148. DOI: 10.1016/j.heliyon.2024.e29148
Cohen RI. Lean Methodology in Health Care. Chest [Internet]. 2018;154(6):1448–54. Available from: https://www.sciencedirect.com/science/article/pii/S0012369218309176. DOI: 10.1016/j.chest.2018.06.005
Hammoudeh S, Amireh A, Jaddoua S, Nazer L, Jazairy E, Al-Dewiri R. The Impact of Lean Management Implementation on Waiting Time and Satisfaction of Patients and Staff at an Outpatient Pharmacy of a Comprehensive Cancer Center in Jordan. Hosp Pharm. 2021;56(6):737–44. DOI: 10.1177/0018578720954147
Hildebrandt MG, Kidholm K, Pedersen JE, Naghavi-Behzad M, Knudsen T, Krag A, et al. How to increase value and reduce waste in research: initial experiences of applying Lean thinking and visual management in research leadership. BMJ Open. 2022;12(6):1–8. DOI: 10.1136/bmjopen-2021-058179
Williamsson A, Dellve L, Karltun A. “Nurses’ use of visual management in hospitals—A longitudinal, quantitative study on its implications on systems performance and working conditions”. J Adv Nurs [Internet]. 2019;75(4):760–71. DOI: 10.1111/jan.13855
Wang X, Liu Y. Application of Lean Visual and “ 6S ” Management Concept in Clinical Nursing. 2023;(December):3923–31. DOI: 10.1111/jan.13855
Karimi S, Jahani Y, Ahmadian L. The effect of electronic prescription systems on pharmacy performance through evaluation of existing infrastructure in Kerman Iran. 2025;1–10. DOI: 10.1038/s41598-025-12629-9
Lee J, Hung DY, Reponen E, Rundall TG, Tierney AA, Fournier PL, et al. Associations between Lean IT Management and Financial Performance in US Hospitals. Qual Manag Health Care. 2024;33(2):67–76. DOI: 10.1097/qmh.0000000000000440
Utami DW, Arini M. Electronic medical record in developing countries: research streams, influential works, and future research paths: 10.55131/jphd/2025/230222. J Public Heal Dev [Internet]. 2025 Apr 30;23(2 SE-Review articles):320–38. DOI: 10.55131/jphd/2025/230222
Marin-Garcia, J.A.; Vidal-Carreras, P.I.; Garcia-Sabater JJ. The Role of Value Stream Mapping in Healthcare Services: A Scoping Review. Int J Environ Res Public Health. 2021. DOI: 10.3390/ijerph18030951
Sadi BMA, Harb Z, El-Dahiyat F, Anwar M. Improving patient waiting time: A quality initiative at a pharmacy of a public hospital in United Arab Emirates. Int J Healthc Manag. 2021;14(3):756–61. DOI: 10.1080/20479700.2019.1692768
Yusof MM, Khodambashi S, Mokhtar AM. Evaluation of the clinical process in a critical care information system using the Lean method: A case study. BMC Med Inform Decis Mak. 2012;12(1). DOI: 10.1186/1472-6947-12-150
Chadha R, Singh A, Kalra J. Lean and queuing integration for the transformation of health care processes: A lean health care model. Clin Gov An Int J [Internet]. 2012 Jul 27;17(3):191–9. DOI: 10.1108/14777271211251309
Roey T, Hung DY, Rundall TG, Fournier PL, Zhong A, Shortell SM. Lean Performance Indicators and Facilitators of Outcomes in U.S. Public Hospitals. J Healthc Manag. 2023;68(5):325–41. DOI: 10.1097/JHM-D-22-00107
Meidawati R, Arini M. The implementation of lean management in reducing waste in the emergency department. Multidiscip Sci J. 2024;6(8). DOI: 10.31893/multiscience.2024132
Tohaga E, Arini M, Widiatmoko D. Effectiveness of Lean Management to Reduce Waiting Time for Medicines at Hospital Outpatient Pharmacy. 2025;14(December):310–21. DOI: 10.18196/jmmr.v14i3.560
Sunarko Y, Koeswo M. A root cause analysis of prolonged waiting times for compounded prescriptiobs at an Indonesian private hospital. Indian J Forensic Med Toxicol. 2020;14(4):4106–10. DOI: 10.37506/ijfmt.v14i4.12284
Peralta C, Mourgues C. Understanding the Relations Between Bim Maturity Models and Lean Principles. 30th Annu Conf Int Gr Lean Constr IGLC 2022. 2022;925–36. DOI: 10.24928/2022/0203
Yulia R, Hartono R, Indrayanti M, Ayumuyas NP, Herawati F. Studying waiting time in pharmacy: A strategy for improving patient satisfaction. MethodsX. 2025;14(May):103282. DOI: 10.1016/j.mex.2025.103282
Bussel EM Van, Boudewijn M, Rouppe V, Wessel RN, Merode GG Van. Demand , capacity , and access of the outpatient clinic : A framework for analysis and improvement. J Eval Clin Pract. 2018;(March):561–9. DOI: 10.1111/jep.12926
Huang J, Morrice D, Bard J. Coordinated scheduling for in-clinic and virtual medicine patients in a multi-station network. IISE Trans [Internet]. 2024 Apr 2;56(4):437–57. DOI: 10.1080/24725854.2023.2216759
Yu T, Demirli K, Bhuiyan N. Lean transformation framework for treatment-oriented outpatient departments. Int J Prod Res. 2022;60(6):1767–81. DOI: 10.1080/00207543.2020.1870014
Alogla A. Revisiting lean healthcare: adopting value stream mapping from manufacturing. Front Heal Serv. 2025;5:1613756. DOI: 10.3389/frhs.2025.1613756
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