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Academic electronic health records support nursing student development of documentation and clinical reasoning skillsAcademic electronic health records help nursing students build clinical skills

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Key Takeaway
Recognize AEHRs as essential tools for developing nursing students' digital readiness and documentation competencies.

This scoping review synthesizes evidence from 34 studies regarding the integration of academic electronic health records (AEHRs) in nursing education. The review explores how these platforms impact informatics competencies, documentation, clinical reasoning, and student confidence. The scope covers various platform types, including commercial/cloud-based (n=13), in-house-developed (n=12), hospital-linked (n=6), and hybrid platforms (n=4).

Key findings indicate that DocuCare was the most frequently used platform (n=5). Implementation strategies varied across the literature, including course integration (n=17), case-based learning (n=12), simulation-based learning (n=11), and clinical practicum (n=6). The review identifies institutional support and realistic learning environments as primary facilitators for successful integration.

Several barriers to implementation were noted, including costs, limited training, and technical barriers. The review suggests that AEHRs are essential for developing nursing students' digital readiness and documentation competencies. However, the specific impact on student outcomes is influenced by the diversity of available platforms and the specific educational context in which they are deployed.

Moving from the classroom to a hospital bedside is a huge leap for nursing students. They need to be ready for the high-pressure environment of real-world patient care. Using academic electronic health records (AEHRs) helps bridge that gap by giving students a safe space to practice their documentation and communication skills.

Researchers looked at 34 different studies to see how these digital tools work. They found that students use a variety of platforms, including cloud-based and hospital-linked systems. These tools help students build confidence and improve their clinical reasoning. The study also highlighted that things like simulation-based learning and case-based learning are common ways to teach these skills.

While these tools are helpful, they are not perfect. Some schools face hurdles like high costs, limited training, and technical issues. However, having institutional support and a realistic learning environment makes a big difference. These digital systems are essential for making sure students are ready for the digital demands of modern nursing.

What this means for you:
Digital health records help nursing students practice documentation and build confidence before they enter the workforce.

Common questions

How do these digital records help nursing students?

These systems help students develop essential skills like clinical reasoning, documentation, and communication. By using these tools in a learning environment, students build the confidence they need to handle real-world patient care and improve their overall digital readiness before they start their careers.

What types of platforms are used for training?

The research found a variety of systems, including 13 cloud-based platforms, 12 in-house-developed systems, 6 hospital-linked platforms, and 4 hybrid platforms. One specific platform, DocuCare, was noted as being used in 5 of the studies reviewed.

What are the main challenges in using these tools?

Schools often face several hurdles when trying to implement these systems. The main barriers identified include the high costs of the technology, a lack of sufficient training for the students, and various technical barriers that can make it harder to use the software effectively.

Study Details

Study typeSystematic review
EvidenceLevel 1
PublishedNov 2026
View Original Abstract ↓
IntroductionAcademic electronic health records (AEHRs) are increasingly utilized in nursing education to enhance digital documentation, informatics competence, and practice readiness. This scoping review aimed to map the extent, range and nature of evidence on the use of AEHRs by nursing students, including the platforms used, implementation strategies, reported outcomes, and facilitators and barriers to their use.MethodsThis scoping review followed Levac et al.’s framework and the PRISMA-ScR guidelines. Searches were conducted in MEDLINE, CINAHL, Emcare, PsycINFO, Scopus, and Web of Science, along with additional searches in Google and Google Scholar. Of the 1,085 records identified, 34 studies met the inclusion criteria and were included in the thematic synthesis. The search period covered the years 2016 to 2026.ResultsThe 34 included studies, primarily from the United States (n = 21), mainly involved undergraduate nursing students (n = 23). AEHR interventions were delivered through commercial/cloud-based (n = 13), in-house-developed (n = 12), hospital-linked (n = 6), and hybrid platforms (n = 4), with DocuCare being the most frequently used platform (n = 5). Some studies used more than one platform. These interventions were typically implemented through course integration (n = 17), case-based learning (n = 12), simulation-based learning (n = 11), and clinical practicum (n = 6), with some studies using more than one approach. Reported benefits included improvements in informatics competencies, documentation, clinical reasoning, confidence, satisfaction, and communication. Institutional support and realistic learning environments facilitated implementation, while costs, limited training, and technical barriers hindered it.ConclusionAEHRs are essential for developing nursing students’ digital readiness and documentation competencies. Their integration should be scaffolded across all years of nursing education through affordable, context-appropriate platforms and effective teaching strategies.
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