Evidence map›Paper›PMID 41896468›Full record

ArticleEnvironmental monitoring and assessment2026

Widespread adoption of environmental DNA (eDNA)-based biodiversity monitoring in Canada will depend on trust more than on education: insights from a SWOT analysis.

Caroline Thivierge, Limoilou-Amélie Renaud, Jérôme Dupras, Caren C Helbing, Valerie S Langlois, Hugo Asselin

Abstract read
In one paragraph

Article in Environmental monitoring and assessment, 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

6 authors.

Caroline ThiviergeDepartment of Natural Sciences, Université du Québec en Outaouais, Gatineau, Canada. thic31@uqo.ca.
Limoilou-Amélie RenaudSchool of Indigenous Studies, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Québec, Canada.
Jérôme DuprasDepartment of Natural Sciences, Université du Québec en Outaouais, Gatineau, Canada.
Caren C HelbingDepartment of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada.
Valerie S LangloisCentre Eau Terre Environnement, Institut National de La Recherche Scientifique (INRS), Quebec City, QC, Canada.
Hugo AsselinSchool of Indigenous Studies, Université du Québec en Abitibi-Témiscamingue, Rouyn-Noranda, Québec, Canada.

Funding

Genome Canada #312ITD
6 · The paper itself

Abstract

The rapid decline in biodiversity underscores the urgent need for robust monitoring systems to assess ecological responses to environmental change and to inform effective conservation and sustainable management strategies. Owing to its non-invasive nature, high sensitivity, rapid results, and cost-effectiveness, environmental DNA (eDNA) represents a promising approach to address this challenge. Nevertheless, the limited uptake of eDNA beyond scientific contexts suggests that the characteristics of the innovation alone are insufficient to ensure its adoption. With this study, we aimed to (i) compare the perceptions of eDNA experts and end-users about the capabilities of eDNA-based monitoring methods, (ii) identify the strengths, weaknesses, opportunities, and threats (SWOT) associated with the use of eDNA for biodiversity monitoring in Canada, and (iii) examine whether differences in perceptions stem from socio-demographic factors. We used SWOT analysis to identify key internal and external factors influencing eDNA uptake across stakeholder groups. Our findings reveal broad consensus regarding the strengths and opportunities of eDNA for biodiversity monitoring, alongside more heterogeneous views on its limitations and implementation challenges, while socio-demographic variables showed limited influence on perception patterns. Trust emerged as a pivotal factor influencing the adoption of eDNA-based monitoring, encompassing multiple dimensions: confidence in protocols, skepticism toward laboratories and regulatory bodies, concerns over user capacity, and apprehensions regarding the interpretation and potential misapplication of results. To broaden eDNA uptake in Canada, we recommend emphasizing not only education, but also alignment with end-user expectations to increase confidence in the methods, and trust among organizations.

Indexed as

BiodiversityDNA, EnvironmentalEnvironmental MonitoringCanadaConservation of Natural ResourcesExtrachromosomal DNATrustDNA, EnvironmentalExtrachromosomal DNAEnvironmental DNAInnovation adoptionMixed methodsPower relationsSocial acceptabilitySWOT analysisTrust

Identifiers

PMID41896468
PMCPMC13109155

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.