Frontier in Medical & Health Research
ENHANCING MEDICAL RECORD DOCUMENTATION THROUGH QUANTITATIVE ANALYSIS IN A TEACHING HOSPITAL
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Keywords

Medical record documentation
quality assessment
teaching hospital
audit
patient safety
discharge summary

How to Cite

ENHANCING MEDICAL RECORD DOCUMENTATION THROUGH QUANTITATIVE ANALYSIS IN A TEACHING HOSPITAL. (2026). Frontier in Medical and Health Research, 4(2), 1503-1514. https://fmhr.net/index.php/fmhr/article/view/2380

Abstract

Background: Accurate and complete medical record documentation is essential for patient safety, continuity of care, and medico-legal protection, particularly in teaching hospitals, where high patient turnover  and trainee involvement can affect documentation quality.

Objective: To evaluate the completeness, accuracy, and overall quality of inpatient medical record documentation in a teaching hospital and identify areas for improvement.

Methods: A descriptive, cross-sectional study was conducted on 270 inpatient medical records obtained from a teaching hospital for the month of June 2016. Data were collected using a structured audit checklist covering demographic information, admission notes, progress documentation, investigations, treatment records, and discharge summaries. Documentation quality was quantitatively analyzed using completeness, compliance, and legibility indicators. Results: Most records originated from medical (35.6%) and surgical (28.9%) wards, with high daily patient turnover (50.4%). Patient demographic data were mostly complete, with 100% of records including patient names and 97.4% hospital registration numbers. Admission and initial assessment documentation showed high level of completeness for presenting complaints (79.3%) and provisional diagnosis (81.9%), but drug/allergy histories (55.2%) and past medical/surgical histories (65.2%) were less consistent. Daily progress notes were mostly recorded (74.4%), though clinician’s signatures (65.2%) and treatment response documentation (58.5%) were variable. Laboratory investigations (90%) and treatment plans (85.9%) were well documented. Discharge summaries were mostly complete, with final diagnosis as  81.1%  and medications as 75.6%, while follow-up instructions (63.3%)  and hospital course summaries (68.9%) showed minor gaps. Overall, 66.7% of records were rated excellent, and documentation was generally legible (79.3%) and compliant with hospital standards (70%). Major deficiencies, such as, missing progress notes (4.4%) and incomplete histories (5.6%) were found to be negligible.

Conclusion: Medical record documentation studied at a teaching hospital was generally of high quality, supporting patient care, continuity of healthcare services, and medico-legal safety. Minor gaps in drug histories, follow-up instructions, and progress notes highlighted areas for improvement.

Recommendations: Structured training, standardized documentation templates, periodic audits with feedback, and implementation of electronic medical records are recommended to maintain and further enhance documentation quality.

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