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This article explores the performance optimizations of an embedded database memory management system to ensure high responsiveness of real-time healthcare data frameworks. SQLite is a popular embedded database engine extensively used in medical and healthcare data storage systems. However, SQLite is essentially built around lightweight applications...
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Introduction: With the rapid deployment of embedded databases across a wide range of embedded devices such as mobile devices, Inter-net of Things (IoT) devices, etc., the amount of data generated by such devices is also growing increasingly. For this reason, the performance is considered as a crucial criterion in the process of selecting the most s...
Citations
... Migrating data to the mobile platform is costly and requires effort to ensure the migration process is successful [2][3][4] Staff Resistance Staff reluctance to accept or adopt the technology as part of their work routine [5][6][7][8][9] Lack of Staff Training Sessions ...
... Mobile E-health record (EHR) implementation is impeded by the lack of healthcare infrastructure [5,11,[24][25][26] Poor Communication Tools Doctors using mobile EHR think that the application is not user-friendly and limits their access to patients [3,23] Changes in Workflow ...
... In addition, during data migration, the presence of large amounts of data within the mobile application might burden the backend servers, which eventually causes data logistics issues. Therefore, to prevent data logistics issues when migrating data from one platform to another (see Figure 1), the authors in [3] explained that the migrated data must be digitized to mirror a paper-based document. Unfortunately, digitizing data and creating online forms are time-consuming, and the authors in [4] reiterated that unintentional errors should be avoided when filling out online forms. ...
This study aims to identify the significant difficulties concerned with trusted elements
of mobile health records management (MHRM) systems. For instance, data migration and lack of staff training have created huge challenges for organizations using such technologies. As such, this study presents potential improvement methods for electronic medical records (EMRs) by promoting the application of the latest technologies and relevant data security techniques. Secondary sources published between 2017 and 2020 were qualitatively reviewed to collect relevant information about EMR advancement. These data allowed reviewers to identify EMRs’ reliability and challenges efficiently. In short, this paper identified four major challenges in records management systems:
data migration, culture shock among staff, insufficient training, and data privacy. To counter these challenges, this review demonstrated that these difficulties can be effectively resolved through strategic inclusion and proper initiative of the latest innovative technologies.
