Evidence map›Paper›PMID 40759818›Full record

ArticleAdvances in health sciences education : theory and practice2026

Individual differences and self-regulatory factors are credible determinants of physiotherapy student performance on clinical placement: Insights from a measurement burst design study.

Alan Reubenson, Hugh Riddell, Margo L Brewer, Leo Ng, Daniel F Gucciardi

Abstract read
In one paragraph

Article in Advances in health sciences education : theory and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Alan ReubensonCurtin School of Allied Health, Curtin University, Perth, Australia. A.Reubenson@curtin.edu.au.ORCID 0000-0002-0689-5090
Hugh RiddellCurtin School of Population Health, Curtin University, Perth, Australia.ORCID 0000-0001-8218-7822
Margo L BrewerCurtin School of Allied Health, Curtin University, Perth, Australia.ORCID 0000-0001-9580-0390
Leo NgCurtin School of Allied Health, Curtin University, Perth, Australia.ORCID 0000-0002-9814-0495
Daniel F GucciardiCurtin School of Allied Health, Curtin University, Perth, Australia.ORCID 0000-0001-5448-3990

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinical placements are integral to any health professional education program, allowing students to integrate theoretical knowledge and skills acquired in campus-based learning into authentic, real-world healthcare settings. Limited empirical knowledge exists about the determinants of clinical performance. Contemporary thought is that clinical performance is determined by multiple cognitive, environmental, psychological and social factors. Accordingly, we examined which individual differences and self-regulatory factors are credible determinants of undergraduate physiotherapy student performance within clinical placements. Utilising a measurement burst design, we captured weekly self-reported survey data amongst two cohorts (2019 and 2020) of final year, undergraduate students as they progressed through four 5-week physiotherapy clinical placements. In total, 97 of the 181 consenting students met the data inclusion criteria by completing more than three surveys in a minimum of two clinical placements. For these students, we collated their clinical placement results and utilised multilevel structural equation modelling to examine intra-individual dynamics of diverse psychosocial factors and their association with clinical performance data. Study findings supported stable individual differences, contextual experiences, and self-regulatory factors as meaningful determinants of physiotherapy entry-level performance. Knowledge of salient psychosocial determinants associated with clinical performance can inform curriculum design. Doing so includes practical strategies for early identification of students who may struggle in clinical placement settings, and ways to foster salient student skills and abilities before and during placements to optimise clinical placement performance outcomes.

Indexed as

Clinical CompetenceIndividualityPhysical Therapy SpecialtySelf-ControlStudents, Health OccupationsAdultEducational MeasurementFemaleHumansMaleSurveys and QuestionnairesYoung AdultClinical performanceDeterminantsMeasurement burstPsychosocial

Identifiers

PMID40759818
PMCPMC13046584

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.