Management and business administration
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Implementing ISO 9001 Standards in Pharmacy Quality Management Systems: A Case Study Approach
Pharmacy services have evolved from product-centric dispensing to patient-centered pharmaceutical care, demanding robust quality management systems (QMS) that ensure consistency, traceability, and continuous improvement. ISO 9001:2015 provides a globally recognized framework for establishing, implementing, maintaining, and…
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Ethical Implications of AI-Based Decision Support in Dispensing High-Risk Medications
Artificial intelligence (AI)–based decision support systems (DSS) are increasingly embedded in pharmacy workflows to flag contraindications, calculate individualized doses, and prioritize clinical interventions, especially for high-risk medications such as anticoagulants, chemotherapeutic agents, insulin, and opioids. While…
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KPI-Driven Oversight Models for Clinical Trial Vendor Management
Clinical development today is increasingly outsourced to contract research organizations (CROs), central laboratories, eClinical technology providers, pharmacovigilance partners, and niche functional service providers. While outsourcing promises speed and cost efficiencies, it also introduces complex interdependencies, compliance…
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Budget Forecasting Models for Phase IV Clinical Trials in Chronic Disease Management
Phase IV (post-marketing) clinical trials in chronic disease management are uniquely vulnerable to budget overruns because of their extended timelines, heterogeneous patient populations, decentralized data sources, and regulatory obligations for real-world evidence. Traditional top–down or activity-based…
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Managing Site Performance Through Data-Backed Investigator Engagement Programs
Clinical trial success hinges on high-performing investigative sites that activate quickly, recruit to target, maintain data quality, and close without costly overruns. Yet performance is highly variable across sites and regions, and traditional engagement approaches—generic newsletters,…
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Adaptive Project Management Techniques for Clinical Trial Portfolio Realignment
Clinical development pipelines are increasingly complex, capital‑intensive, and vulnerable to disruption from scientific setbacks, regulatory shifts, geopolitical events, supply‑chain disruptions, and public‑health crises. Traditional stage‑gate project management, while necessary for governance, is often too rigid to…
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Workforce Optimization Models in Multi-Center Clinical Trial Projects
Multi-center clinical trials (MCCTs) are increasingly complex, geographically dispersed, and resource intensive. Suboptimal workforce planning leads to protocol deviations, delays in patient recruitment, cost overruns, and staff burnout. This manuscript synthesizes operations research, project management, and…
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IoT-Enabled Smart Shelves in Pharmacies: Enhancing Stock Management Efficiency
The rapid growth of pharmaceutical retail, coupled with increasingly stringent regulatory requirements, has accentuated the need for precise, real-time inventory visibility and control. Internet of Things (IoT)-enabled smart shelves—equipped with weight sensors, RFID readers, machine vision…
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Leveraging Big Data Analytics for Personalized Medication Adherence Strategies
Medication non-adherence remains one of the costliest and most complex challenges in contemporary health systems, leading to avoidable hospitalizations, therapeutic failures, antimicrobial resistance, and inflated insurance premiums. Traditional one-size-fits-all reminder systems and counseling sessions often underperform…
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Strategic Pricing of Generic Medicines in Emerging Markets: A Competitive Analysis
This study examines strategic pricing methodologies for generic medicines within emerging markets, emphasizing the competitive dynamics that shape pricing decisions. Through an extensive literature review up to 2017, this manuscript synthesizes theoretical and empirical findings regarding…