3.1. Discrepancies Between Empirical Prescribing and Laboratory Evidence
Clinical prescribing patterns across tertiary public hospital wards demonstrate a pronounced divergence from international stewardship recommendations, characterized by an overreliance on broad-spectrum therapeutic agents. Inpatient medical and surgical departments frequently demonstrate elevated antibiotic exposure where the preponderance of volume is derived from restricted access categories rather than narrow-spectrum first-line agents [3]. Cephalosporins and broad-spectrum beta-lactams constitute the predominant volume of prescriptions, frequently administered as empirical prophylaxis or unverified empirical therapy for suspected hospital-acquired infections rather than targeted treatment [3, 6]. This therapeutic distribution creates intense selective pressure across inpatient units, accelerating the emergence of non-susceptible bacterial lineages among common clinical isolates [6]. A critical structural factor reinforcing this dynamic is the low integration of diagnostic microbiology into daily clinical workflow [5]. In many public facilities, treating clinicians initiate and maintain systemic antimicrobial regimens without microbiological confirmation, often citing delays in laboratory turnaround, resource constraints, or lack of institutional treatment protocols [5, 6]. Consequently, therapeutic escalation occurs defensively, while de-escalation protocols remain rare in routine inpatient care. The absence of structured audit and feedback mechanisms prevents clinical staff from aligning empirical decisions with localized susceptibility patterns [5]. Overcoming these institutional vulnerabilities requires transitioning from unmonitored empirical prescribing to data-driven stewardship models that integrate timely regional antibiograms directly into hospital clinical governance structures [6].