Longitudinal Audio Diaries on Medical Student Transition to Clinical Practice

From August 2017 to July 2020, audio diaries were collected from medical students progressing from clerkship through their first postgraduate year. The data captures challenges in applying knowledge, team integration, and role uncertainty, analyzed through Gruppen's Learning Environment Framework. This longitudinal design reveals how learners adapt to increasing clinical responsibility over time.

Use Cases

• Analyzing evolving challenges in clinical knowledge application based on participant reflections.
• Studying adaptive strategies in team integration and supervisor relationships from longitudinal narratives.
• Applying the Gruppen framework to organize findings across personal, social, and organizational learning domains.
• Identifying intervention points for educational support based on recurring themes in the audio diary data.

Strengths

• Longitudinal design covering a three-year period from 2017 to 2020.
• Uses a structured theoretical framework (Gruppen's Learning Environment Framework) for analysis.
• Data is openly available under a CC-BY-4.0 license.

Limitations

• Column names and exact row count are not provided, limiting understanding of data structure.
• The dataset size (555840) is given without units, making its scale ambiguous.
• The primary data format is PDF, which may limit computational analysis of the raw audio or transcripts.

Provenance

Source

Shou-De Ma

Collection Method

Longitudinal study using participant-recorded audio diaries.

Time Range

August 2017 to July 2020

Freshness

Last updated March 23, 2026.

Geography

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