Virtual patients teach medical students to click, not communicate, study finds

A new qualitative study from Ireland now offers a sobering reality check: when future doctors were handed a cutting-edge digital platform designed to rehearse some of medicine’s hardest conversations, many simply clicked through it like a video game, skipping the very lessons it was built to deliver.

The framework asserts these domains must be carefully integrated for an educational intervention to work, and that the interplay between them matters as much as each domain itself.

What students said about the clinical content was largely positive. They described the virtual patient scenarios as authentic representations of challenging consultations and reported learning about diverse cultural groups and social determinants of health. One student reflected on discovering that Romani is not a written language, requiring alternative approaches to patient communication. Others noted exposure to real-life situations where patients hold deep distrust of the medical community. The intended clinical and cultural learning outcomes were largely achieved, and several students felt better prepared to attempt difficult conversations in future practice.

But the technology domain told a very different story. Students expected sophisticated functionality including playback speed controls, non-linear navigation and the ability to log off and resume later. Students also described navigating the platform with speed rather than full engagement, skipping optional pre-reading, reflective tasks and coach feedback to advance quickly. One student admitted selecting answers and moving on without even listening to the coach. The platform’s three fixed text-based options at each decision point left students trying to choose the right answer rather than actually responding to a patient, and the inability to demonstrate non-verbal communication, such as giving a patient space or maintaining eye contact, meant the experience felt nothing like a real consultation.

The coach feedback fared no better. While some students valued the explanations, others found it didactic, focusing on right or wrong without addressing individual learning needs. One participant described being told good try repeatedly, only to discover at the end that they had failed, leaving them confused about what went wrong. The researchers concluded that this one-directional, pre-recorded commentary was pedagogically inadequate for the complex educational content of the virtual patients, as it explained correct and incorrect responses rather than addressing individual learning needs. Students sought to speed through sections where possible, and the automated feedback was described as non-memorable, limiting educational impact.

The study’s most striking finding emerged at the intersection of domains: students consistently framed the virtual patient experience as clicking rather than communicating. They acknowledged that the platform did not provide authentic communication practice opportunities, noting their inability to show non-verbal aspects like handing a patient a tissue or leaning forward. Students demonstrated contextual knowledge in recognising the limitations of the virtual patients in terms of transferability to real-world scenarios, suggesting instead that the technology be used as a preparatory resource before meeting actual patients, or as an adjunct to other educational activities. They recognised that despite enhanced confidence, mastery requires repeated engagement with real or simulated patients.

The researchers acknowledge limitations. The study was conducted at a single institution with a small population of volunteer medical students, risking selection bias and limiting generalisability. The misalignment of domains may reflect platform-specific constraints rather than a limitation of virtual patients more broadly. The TPACK framework was designed to assist educator integration of technology into teaching, so focusing on the learner experience of that integration extends beyond its intended purpose. Nevertheless, the findings offer useful insights into student experiences of communication skills training and highlight important considerations for future design and curricular integration.

The broader literature on virtual patients presents mixed evidence. Some studies report improved communication skills and describe virtual patients as motivating, safe environments to make and learn from mistakes. Others find no such benefit, and one qualitative study stipulated that developing communication skills falls outside the scope of virtual patients. A recent review evaluating virtual patients used to develop clinical reasoning skills found benefit in only eleven of nineteen studies. The creation process for high-quality virtual patients is resource-intensive, and the researchers question the justification for such an undertaking without clearer evidence of return on investment. They call for further research with newer voice-to-text software now on the market, and suggest that stronger curricular integration, including alignment with assessment, is required if virtual patients are to realise their potential and maximise educational outcomes.

Subject of Research: A qualitative study of medical students' experiences using virtual patients to learn communication skills, analysed through the TPACK framework.

Article Title: Virtual patients and learning communication skills at “double speed”: a qualitative study using the TPACK framework

Article References: Walshe, C. M., Bruen, C., Daly, R., & Kent, F. (2026). Virtual patients and learning communication skills at “double speed”: a qualitative study using the TPACK framework. Advances in Simulation, 11(1), Article 67. https://doi.org/10.1186/s41077-026-00481-4

Image Credits: AI Generated

DOI: 10.1186/s41077-026-00481-4

Keywords: virtual patients, medical education, communication skills, TPACK framework, qualitative study, clinical simulation, healthcare training, student engagement, technology-enhanced learning, RCSI, feedback design, curriculum integration