ArticleMedical education2023
Exploring the development of adaptive expertise through the lens of threshold concepts.
Article in Medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed, 5 citations in OpenAlex.
- The Faculty Development Paradox: Applying Competency-Based Education Principles to Faculty Development.Perspectives on medical education · 2026Article
- 21st-century skills among generation Z physical therapy students: a cross-sectional study on associated factors.BMC medical education · 2025Article
- The journey not the destination: Liminality and lifelong learning.Medical education · 2023Article
Corrections and comments
- Commented on by
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
introductionWhile expert clinical practice requires a flexible approach to problem solving, evidence shows that medical clerks tend to focus on knowledge acquisition as the key to expertise. It is not until residency training that learners shift their understanding of expertise towards developing adaptive approaches to clinical problems. This raises the possibility that adaptive expertise is a threshold concept and that authentic clinical experiences involving complex problem solving are required to create the liminal state that enables transformation to an adaptive expertise mindset. With this possibility in mind, the current study examined the conceptualisations of expertise held by recently graduated physical therapists using the framework of threshold concepts as a sensitising lens.
methodsAn exploratory qualitative study in the Constructivist Grounded Theory tradition was conducted, utilising 14 one-on-one semi-structured interviews with recently graduated physical therapists.
resultsMost participants were in a transitional state regarding their conceptualisation of expertise, sometimes focusing on the acquisition of knowledge and routinisation of practice as their hallmark of expertise and at other times acknowledging the need for developing more dynamic and adaptive problem-solving approaches to patient care. These mixed responses were expressed not only in their framing of patient management but also in their reasons for valuing colleagues and in their approach to continuing professional development. Notably, many participants suggested that the interview itself was a key impetus to their reflecting on these issues.
conclusionOur findings suggest that participants were only beginning to transition into an adaptive expertise mindset upon entering practice, reinforcing the possibility that authentic practice may be an important impetus for recognising the limits of routine expertise. However, spontaneous comments from participants suggest that this transition might be better supported though active guided reflection in addition to meaningful clinical engagement with patients and colleagues.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.