Evidence map›Paper›PMID 42665703›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

Self-skin Examination for Skin Cancer Detection in High-risk Populations: A Diagnostic Accuracy Study and Implications for Cancer Education.

Mike Climstein, Michael Stapelberg, Ian Miller, Nedeljka Rosic, Jeremy Hudson, Paul Coxon, Nathanial Milani, Chris Robinson, Guillermo De Castro-Maqueda, Joe Walsh

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Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2026. 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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0cells of the map it votes in
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

10 authors.

Mike Climstein *Aquatic Based Research, Faculty of Health, Southern Cross University, Bilinga, QLD, Australia. michael.climstein@scu.edu.au.ORCID http://orcid.org/0000-0002-5833-7760
Michael Stapelberg *Aquatic Based Research, Faculty of Health, Southern Cross University, Bilinga, QLD, Australia.ORCID http://orcid.org/0009-0006-5676-3260
Ian Miller *Aquatic Based Research, Faculty of Health, Southern Cross University, Bilinga, QLD, Australia.ORCID http://orcid.org/0000-0002-1372-7626
Nedeljka RosicAquatic Based Research, Faculty of Health, Southern Cross University, Bilinga, QLD, Australia.
Jeremy Hudson *Aquatic Based Research, Faculty of Health, Southern Cross University, Bilinga, QLD, Australia.ORCID http://orcid.org/0000-0001-5725-515X
Paul CoxonNorth Queensland Skin Centre, Townsville, QLD, Australia.ORCID http://orcid.org/0009-0005-6555-2230
Nathanial MilaniNorth Queensland Skin Centre, Townsville, QLD, Australia.ORCID http://orcid.org/0009-0006-0148-5072
Chris RobinsonPrincess Alexandra Hospital, Woolloongabba, QLD, Australia.ORCID http://orcid.org/0009-0006-8351-5043
Guillermo De Castro-MaquedaDepartment of Physical Education and Sports, School of Education Science, University of Cádiz, Puerto Real, Cádiz, Spain.ORCID http://orcid.org/0000-0001-5744-7901
Joe WalshSport Science Institute, Sydney, NSW, Australia.ORCID http://orcid.org/0000-0002-2983-934X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background/purposeAquatic populations experience high cumulative ultraviolet radiation exposure and elevated skin cancer risk. Self-skin examination is widely promoted within cancer education strategies; however, its diagnostic accuracy in high-risk groups remains unclear.

methodAdults (≥ 18 years) participating in surfing or outdoor swimming (≥ 1 h/week) underwent full-body skin examination by an accredited skin cancer doctor. Prior to examination, participants identified any lesion(s) of concern, reflecting real-world self-detection. Suspicious lesions were biopsied or excised, with histopathology as the reference standard. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated.

resultsAmong 191 participants (123 surfers, 68 swimmers), 50.8% were diagnosed with at least one skin cancer. Basal cell carcinoma was most common (n = 42), followed by melanoma (n = 26), SCC in situ (n = 17), and SCC (n = 3). Self-detection demonstrated modest sensitivity for BCC (69.0%) and melanoma (61.5%), with low specificity (~ 44-47%) and consistently low PPVs (< 30%). False-negative rates were substantial for BCC (31.0%), SCC in situ (41.2%), and melanoma (38.5%), indicating that many cancers were not self-recognized.

conclusionSelf-skin examination demonstrated limited diagnostic accuracy in high-risk aquatic populations. From a cancer education perspective, these findings suggest that self-examination may promote awareness but does not reliably support accurate lesion identification. Clinician-performed full-body skin examination remains essential for early detection. Cancer education for surfers and outdoor swimmers should therefore use self-examination to increase risk awareness and promote timely help-seeking, while emphasizing that the absence of a self-identified lesion does not exclude skin cancer.

Indexed as

Basal cell carcinomaMelanomaSkin neoplasmsSquamous cell carcinomaUltraviolet radiation exposure

Identifiers

PMID42665703

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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.