INPHARNMED Journal (Indonesian Pharmacy and Natural Medicine Journal)
Vol. 10 No. 1 (2026)

Evaluation of Hospital Pharmacy Information System Using the PIECES Framework at Dr. Adhyatma General Hospital

Sri Suwarni (a:1:{s:5:"en_US"
s:47:"Sekolah Tinggi Ilmu Farmasi Nusaputera Semarang"
})

Eleonora Maryeta Toyo (Bachelor of Pharmacy (D-III) Program, Nusaputera College of PharmacySemarang, Central Java, Indonesia)
Ari Widhiarso Widhiarso (Pharmacist Study Program, Faculty of Medicine and Health Sciences, Universitas Alma Ata Yogayakarta, Indonesia)
Heru Dwi Purnomo (Pharmacy Department, Dr. Adhyatma Regional General Hospital, Semarang, Central Java, Indonesia)
Big Greogory Kaitelapatay (Multimedia Engineering Technology Program, Bhakti Semesta Polytechnic, Salatiga, Central Java, Indonesia)
Samuel Budi Harsono (Bachelor of Pharmacy Program, Faculty of Pharmacy, Setia Budi University, Surakarta, Central Java, Indonesia)



Article Info

Publish Date
04 Aug 2026

Abstract

Background: Information systems played a crucial role in improving efficiency and service quality in hospital pharmacy management. Effective medication management was essential to prevent medication errors and ensure medication availability. However, comprehensive, multidimensional evaluations remained limited. The PIECES framework was selected for its comprehensive assessment of system Performance, Information, Economy, Control, Efficiency, and Service. Objective: This study evaluated the implementation of the Hospital Management Information System (SIMRS) at the Dr. Adhyatma General Hospital pharmacy using the PIECES framework and analyzed its correlation with user satisfaction. Methods: A non-experimental mixed-methods study was conducted using direct observations and expert-validated questionnaires. Using a total sampling method, 12 pharmacy staff members actively involved in medication management were included. Descriptive statistics were used to compute the PIECES dimension mean scores, and Spearman’s rank correlation was used to analyze their association with user satisfaction (p < 0.05). Results: The evaluated system demonstrated satisfactory capabilities across all PIECES dimensions, with an overall mean score of 4.19. The Information dimension scored highest (4.32), while Efficiency scored lowest (4.07), indicating a specific need to optimize workflow and usability. All dimensions were significantly and positively correlated with user satisfaction. Performance showed the strongest correlation (ρ = 0.82; p = 0.001), whereas Service showed the weakest, yet significant, association (ρ = 0.58; p = 0.041). Conclusion: The implementation of SIMRS effectively optimized pharmaceutical service management, operational efficiency, and clinical data accuracy. Due to limitations, including the small sample size and single-center design, the study recommended subsequent multicenter research with larger cohorts to validate these findings.

Copyrights © 2026






Journal Info

Abbrev

INPHARNMED

Publisher

Subject

Health Professions Medicine & Pharmacology Public Health

Description

Pharmaceutics, Biopharmaceutics, Drug Delivery System, Physical Pharmacy, Chemical Pharmacy, Pharmaceutical Technology, Pharmaceutical Microbiology and Biotechnology, Pharmacology and Toxicology, Pharmacokinetics, , Pharmaceutical Chemistry, Pharmaceutical Biology, Community and Clinical Pharmacy, ...