What question did this study set out to answer?

The study aims to enhance medical record management in primary health care by integrating intelligent automation and cloud technology.

July 20, 2026Iconic Research and Engineering JournalsOpen Access

Design and Implementation of an Intelligent Automated Medical Record Management System with Cloud Integration for Primary Health Care in a Typical Nigerian Local Government Area

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Randomized trial demonstrates improved record-keeping efficiency in primary health care, highlighting a scalable solution for low-resource settings.

The study aims to enhance medical record management in primary health care by integrating intelligent automation and cloud technology.
Designed an Intelligent Automated Medical Record Management System with cloud integration.
Conducted field-testing against manual and semi-digital methods with a survey of 169 respondents.
Evaluated system performance through record retrieval time and data-entry accuracy metrics.
Average record retrieval time decreased from 8.6 minutes (paper) and 3.4 minutes (spreadsheets) to 0.9 minutes (IAMRMS).
Data-entry accuracy improved from 85.2% (paper) and 90.5% (spreadsheets) to 97.8% (IAMRMS).
Achieved 99.2% functional uptime with statistically significant improvements (p < 0.05).

Jimade et al. (2026) studied this question.

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Randomized trial demonstrates improved record-keeping efficiency in primary health care, highlighting a scalable solution for low-resource settings.