Evidence map›Paper›PMID 40814011›Full record

ArticleBMC medical education2025

Getting lost to find insights - a quasi-experimental evaluation of outdoor experiential learning as a method to teach clinical decision-making and decision science concepts.

Sarah Petelinsek, Peilu Zhang, Jorie Colbert-Getz, Theodore Hartridge, Nate Furman, Emad Awad, Rowan Kelner, Patrick G Hughes

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Sarah PetelinsekSpencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA. Sarah.petelinsek@hsc.utah.edu.
Peilu ZhangDepartment of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
Jorie Colbert-GetzDepartment of Education Quality Improvement, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
Theodore HartridgeSpencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
Nate FurmanSpencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.
Emad AwadDepartment of Emergency Medicine, University of Utah, Salt Lake City, UT, USA.
Rowan KelnerDepartment of Emergency Medicine, University of Utah, Salt Lake City, UT, USA.
Patrick G HughesSpencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere is a high prevalence of errors related to decision-making biases that results in medical errors. Despite this, there is limited teaching on decision-making biases in medical education. STUDY HYPOTHESIS OR

objectiveThis study aimed to evaluate outdoor experiential learning as a mechanism to teach decision-making to first year medical students.

methodsAs a quasi-experimental study, the first year medical students at our institution were invited to participate in a brief workshop that included an introductory discussion followed by a guided hiking experience. During the hike, the guides were instructed to intentionally lead students off the outlined path and into a commonly experienced decision-making error, authoritative bias. This provided the students with a first-hand experience of the consequences of decision-making biases. Student experience was evaluated with a pre and post course test designed to evaluate participants' knowledge on the decision-making biases, and decision science concepts that were covered both in the experiential, and didactic portions of the workshop.

resultsOf the 120 students who participated in the workshop, 41 students completed the pre course and post course evaluation. The overall pre-quiz scores, and post-quiz scores were evaluated. Results of a paired sample t-test indicated a statistically significant improvement in scores [t(40) = 7.64, p < 0 0.001]. The Mean Pre-Quiz Score was 51.83% ± 18.40, the Mean Post-Quiz Score was 74.09 ± 18.40. This represents a 22.26% (95% CI: 16.37-28.14) score increase from pre-quiz to post-quiz (p < 0.001).

conclusionsThe results suggest that this novel outdoor experiential learning workshop was an effective method of introducing decision-making biases and general decision science concepts to first year medical students. Future iterations of this work can investigate long-term retention of these concepts, comparison of this method to a traditional classroom method, and changes in clinical practice and decision-making behavior following completion of the course. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Clinical Decision-MakingDecision MakingEducation, Medical, UndergraduateProblem-Based LearningEducational MeasurementFemaleHumansMaleStudents, MedicalClinical decision-makingExperiential learningMedical educationOutdoor experiential learning

Identifiers

PMID40814011
PMCPMC12351835

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.