Mitigating Risks in Hospital Stock Management: A Structured Method for Validating Excel Files

<b>Introduction:</b> Validation ensures data integrity, accuracy, and usability, addressing risks such as unauthorized modifications, computational errors, and security vulnerabilities. The validation process includes steps like verifying access controls, formulas, conditional formatting, and cell characteristics to align with predefined specifications. <b>Methods:</b> This study, conducted in the Pharmacy of the Hospital of Specialties in Rabat, focused on validating Excel files (Excel 2013) used for data management to ensure compliance with good practices. The methodology involved collaborative development of a validation protocol, including steps like file identification, access level verification, formula testing, and review of hidden elements, cell characteristics, conditional formatting, and headers/footers. This systematic approach ensured data reliability, transparency, and adherence to regulatory standards. <b>Results and discussion:</b> Results demonstrate that the Excel system meets all validation criteria, with secured data protection, accurate calculations, and user-friendly visual cues for identifying critical stock issues. Conditional formatting enhances usability by prioritizing at-risk items, facilitating prompt action. The validated system supports reliable decision-making and operational efficiency, ensuring consistent and transparent medication management. While this approach provides numerous benefits, including enhanced reliability and compliance, challenges such as resource requirements, dependency on user expertise, and frequent updates pose limitations. Nonetheless, integrating validation principles into hospital pharmacy operations offers a pathway to optimizing digital tools for improved healthcare outcomes.

Authors

Institutions

Publication Details

Journal
Hospital Pharmacy
Published
2025-05-19
DOI
https://doi.org/10.1177/00185787251337614
Primary Topic
Pharmaceutical Practices and Patient Outcomes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mitigating Risks in Hospital Stock Management: A Structured Method for Validating Excel Files

Ali Cherif Chefchaouni, Younes Rahali, Z Aliat, Yasmina Gaoual et al.
Hospital Pharmacy
Pharmaceutical Practices and Patient Outcomes
article

Mitigating Risks in Hospital Stock Management: A Structured Method for Validating Excel Files

Ali Cherif Chefchaouni, Younes Rahali, Z Aliat, Yasmina Gaoual, Adam Mahyaoui, Oussama Merhom
article en

Abstract

<b>Introduction:</b> Validation ensures data integrity, accuracy, and usability, addressing risks such as unauthorized modifications, computational errors, and security vulnerabilities. The validation process includes steps like verifying access controls, formulas, conditional formatting, and cell characteristics to align with predefined specifications. <b>Methods:</b> This study, conducted in the Pharmacy of the Hospital of Specialties in Rabat, focused on validating Excel files (Excel 2013) used for data management to ensure compliance with good practices. The methodology involved collaborative development of a validation protocol, including steps like file identification, access level verification, formula testing, and review of hidden elements, cell characteristics, conditional formatting, and headers/footers. This systematic approach ensured data reliability, transparency, and adherence to regulatory standards. <b>Results and discussion:</b> Results demonstrate that the Excel system meets all validation criteria, with secured data protection, accurate calculations, and user-friendly visual cues for identifying critical stock issues. Conditional formatting enhances usability by prioritizing at-risk items, facilitating prompt action. The validated system supports reliable decision-making and operational efficiency, ensuring consistent and transparent medication management. While this approach provides numerous benefits, including enhanced reliability and compliance, challenges such as resource requirements, dependency on user expertise, and frequent updates pose limitations. Nonetheless, integrating validation principles into hospital pharmacy operations offers a pathway to optimizing digital tools for improved healthcare outcomes.

Hospital PharmacyVol. 60(6)
Mohammed V University (MA)
Openalex Percentile: Top 88%
Pharmaceutical Practices and Patient Outcomes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mitigating Risks in Hospital Stock Management: A Structured Method for Validating Excel Files — Ali Cherif Chefchaouni, Younes Rahali, et al. · Hospital Pharmacy (2025) | TGRS Research Map | TGRS