🔄 Closed-Loop Medication Management: A Barcode-Led Path to Safer, Smarter Healthcare

🔄 Closed-Loop Medication Management: A Barcode-Led Path to Safer, Smarter Healthcare

Every year, thousands of patients suffer harm—or worse, lose their lives—due to preventable medication errors. The World Health Organization (WHO) estimates that medication-related harm is one of the leading causes of injury and avoidable harm in healthcare systems worldwide. This includes wrong drugs, incorrect dosages, delays in administration, and inventory-related issues like stockouts or expired medicines.

The WHO launched the "Global Patient Safety Challenge on Medication Safety" in 2017. It highlights that: "Medication errors cause at least one death every day and injure approximately 1.3 million people annually in the United States alone." Global cost of medication errors is estimated at $42 billion annually, which is almost 1% of total global health expenditure. (WHO, 2019)

ISMP consistently ranks medication errors among the most common types of preventable harm in hospitals. Common causes include inadequate systems, manual errors, poor communication, and inventory mismanagement. (ISMP, 2023)

Many of these adverse events stem from fragmented systems, manual handling, poor visibility across the medication-use process, and a lack of real-time data exchange. Errors can occur at any stage, from procurement, Transfer-Postings, storage, dispensing, to administration.

As healthcare leaders, it is our responsibility to reimagine the way medications are managed—not only for compliance but for saving lives. A robust Closed-Loop Medication Management (CLMM) Model, anchored on GTIN–GS1 barcode scanning and powered by interoperable systems, is no longer a luxury but a necessity.

🧠 What is CLMM?

A Closed-Loop Medication Management (CLMM) system digitally connects every touchpoint in the medication-use process, ensuring traceability, safety, and accuracy—from procurement to patient administration. At the core of this model is barcode scanning using GS1-compliant GTINs, one of many others, which enables full tracking and accountability.

📌 The Barcode Journey Across the Medication Lifecycle

1. 📦 Procurement to Sublocation Storage

GTIN barcodes support item-level identification, expiry tracking, and automated inventory updates across main and sub-storages, minimizing mismatches, pilferage, and ensuring end-to-end accurate stock transfers.

2. 🏥 Outpatient & Inpatient Dispensing (Hospital, Ambulatory Clinics & Retail Setups)

Barcodes integrate seamlessly with a variety of available automated systems, such as Mach 4 (a Robotic system in OP settings) and carousel or vertical storage solutions (used in IP), allowing rapid, error-free dispensing. Advantages of an Automated Robotic Pharmacy

3. 🧾 Floor Stock in OPDs and Wards

Barcoding of floor stock ensures that fast-moving items in OPDs and wards are accurately administered, logged, replenished, and traced, thus reducing medication errors, uncontrolled use, and expired medications.

4. 🧑⚕️ Barcode Medication Administration (BCMA)

Scanning both the patient’s wristband and the medication barcode ensures the 5 rights of medication: right patient, drug, dose, time, and route—thereby minimizing human error.

5. 🔁 System Integration with ASRD & HIS

A bi-directional interface between the Hospital Information System (HIS) and Automated Storage and Retrieval Devices (ASRDs) allows synchronized data on stock, prescriptions, refills, and alerts—empowering pharmacists and clinicians with real-time decision support and more focus on patient care.

6. 🇦🇪 Regulatory Alignment: Tatmeen UAE

Barcode traceability aligns with Tatmeen, UAE’s national drug traceability platform. It ensures visibility across the supply chain, supports anti-counterfeiting efforts, and enables patient-level tracking—a vital step for a safe, transparent, and future-ready healthcare system.

🚧 Challenges in CLMM Adoption

While the model is clear, the implementation journey can be complex. Barriers exist on both practice and system levels:

🔸 Practice-Level Barriers

  • Resistance to workflow changes or new technology
  • Inconsistent Barcode scanning due to time constraints or the staff's compliance
  • Incomplete barcode labeling on secondary packaging

🔸 System-Level Barriers

  • Interface gaps between HIS and automation devices
  • Lack of standard GTIN mapping across the formulary
  • Infrastructure limitations in OPDs, outreach clinics, or remote locations

🎯 Leadership: The Key to Closing the Loop

Implementing CLMM is not merely an IT or pharmacy project—it's visionary leadership:

  • 🔹 Leading the cultural shift: Engage staff with training, audits, and continuous education.
  • 🔹 Investing wisely: Procure barcode-compatible automation and ensure end-to-end integration.
  • 🔹 Building governance: Establish clear SOPs, escalation matrices, and interdepartmental alignment for long-term sustainability.

🛡️ The Outcome: Safer Patients, Stronger Systems

When executed effectively, CLMM transforms medication management from a vulnerable, error-prone process to a data-driven, traceable, and safe cycle. It:

  • Reduces medication errors and near misses
  • Improves inventory accuracy and wastage control
  • Enhances regulatory compliance (e.g., JCI, MOHAP, Tatmeen)
  • Empowers clinicians to focus more on care, less on reconciliation

📚 References:

  • ASHP Statement on Bar-Code Verification During Medication Administration. Am J Health-Syst Pharm. 2020.
  • WHO – Medication Safety in Transitions of Care (2019)
  • ISMP – Top 10 Medication Errors and Hazards (2023)
  • Tatmeen Platform - MOHAP UAE: https://tatmeen.ae

Hammad Maqbool

Pharmacy Informatics | Clinical Application Specialist

1mo

Totally agree Dr Waqar. Closed loop workflows will be the standard in healthcare as systems start to connect through APIs. This will improve safety for patients reducing errors and allow faster more accurate decisions. With AI automation will be smarter and easier to adopt ( scalable) across the entire system.

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Mahmoud abouhay

Lead Clinical Pharmacist ( MOH ,, DHA , DOH) , IP Lead Pharmacist | Doctor of Pharmacy | AMS Pharmacist | SIDP Certified Pharmacist

1mo

Very interesting Topic Dr Waqar

Aamir Siddique

Pharmacist@SGH Dubai | Pharmacy automation | Vaccination | HRT, Men's Health Educator | Diabetes Educator | Supply Chain Management

1mo

Impressive💯

Muhammad Umar khalid

I Trainer I Project Specialist I IV/ Infusion therapy Specialist l Pharmacy Practice Consultant l Healthcare Informatics Specialist I EU & MENA Region Trained Pharmacist

1mo

Waqar Ahmed, PharmD, MSc, MBA, CHMP, MTM The new era is all about Sustainability and aligning with the SDGs. The 5R strategies of sustainability provide a clear path forward, and I’m confident that Closed-Loop Medication Management (CLL) will be a true game changer when viewed through this lens. Excited to see how this approach can drive safer, smarter, and more sustainable healthcare! Stay TUNE (Looking forward and following its continued development and impact across the globe.) 😍

Muhammad Umar khalid

I Trainer I Project Specialist I IV/ Infusion therapy Specialist l Pharmacy Practice Consultant l Healthcare Informatics Specialist I EU & MENA Region Trained Pharmacist

1mo

Waqar Ahmed, PharmD, MSc, MBA, CHMP, MTM These comments reflect common perspectives on the implementation of closed-loop medication management systems, highlighting both their benefits and challenges.

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