This systematic review aims to synthesize qualitative evidence on the role of leadership in fostering psychological safety among healthcare professionals to inform evidence-based interventions and leadership development programs.
A systematic review of qualitative studies was conducted following established...
Ravi Shankar, Amaevia Lim, Qian Xu· Leadership in Health Service...· 0 citations
This is the protocol for a Campbell systematic review. The objectives are as follows: to synthesize the existing evidence on the effectiveness of virtual reality (VR) interventions in supporting informal caregivers across outcomes including caregiver burden, stress, depression, anxiety, quality of life, self-efficacy,...
For a defined subset of tasks, cloud-by-default may no longer be the most defensible choice and the field needs reporting standards, governance and liability frameworks, task-appropriate routing, and edge-aware benchmarks.
Ravi Shankar· Applied Clinical Informatics· 0 citations
OBJECTIVE
Data extraction is among the most resource-intensive and error-prone stages of systematic review production. Large language models (LLMs) offer potential for automating or semi-automating this process, yet their performance characteristics remain incompletely characterised. This systematic review aimed to com...
Ravi Shankar, Amaevia Lim, Xu Qian· Journal of Biomedical Inform...· 0 citations
This commentary is deliberately framed as a focused extension of the original study’s individual-level findings to the institutional level, rather than a stand-alone organizational literature review, and its scope has been kept correspondingly concise.
Ravi Shankar· SAGE Open Nursing· 0 citations
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