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Protocol: Physician perceptions of LLMs

According to the PLOS ONE study by Pokharel et al. (2026), primary care physicians' views on large language models (LLMs) are understudied and important for safe clinical adoption. The primary keyword "physician perceptions of LLMs" frames this post for researchers and research operations teams who need practical methods to collect, transcribe, code, and synthesize interview data. According to the PLOS ONE protocol (Pokharel et al., 2026), the authors propose semi-structured interviews and a combined deductive-inductive thematic analysis driven by a new Technology Adoption Behavior (TAB) framework, and they plan to recruit physicians in British Columbia between August 1, 2025 and January 31, 2026. This post explains the study's methods, exact numerical timelines and thresholds, and how AI-enabled qualitative research tools can accelerate trustworthy synthesis while preserving ethical safeguards.

In this article

  • Key Takeaways
  • What happened and how the study works
  • Study snapshot: key dates and metrics
  • Implications for qualitative researchers and research operations
Evidano7 min read
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