Evidence map›Paper›PMID 40887572›Full record

ArticleBMC ecology and evolution2025

Volunteers' diverse and unexpected knowledge practices in contributory citizen science.

Debbie Gonzalez Canada, Stephanie Lavau, Kathryn J H Williams

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

3 authors.

Debbie Gonzalez CanadaSchool of Agriculture, Food and Ecosystem Sciences, The University of Melbourne, Grattan Street, Parkville, Victoria, 3010, Australia. debbie.gonzalezcanada@unimelb.edu.au.
Stephanie LavauSchool of Agriculture, Food and Ecosystem Sciences, The University of Melbourne, Grattan Street, Parkville, Victoria, 3010, Australia.
Kathryn J H WilliamsSchool of Agriculture, Food and Ecosystem Sciences, The University of Melbourne, Grattan Street, Parkville, Victoria, 3010, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe most common environmental citizen science program type, often called “contributory” citizen science, invites volunteers to help with data collection. But is that all their volunteers do? Previous research has tended to consider the knowledge practices of citizen scientists from the perspective of program organizers, or has paid attention to knowledge as simply content (that is, the input, output, and outcomes of programs). There is a need to better understand knowledge practices as experienced by citizen scientists. This exploratory and ethnographic study investigated the knowledge practices of biodiversity monitoring volunteers without making assumptions about what they should do, what they actually do, or their levels of expertise. We conducted semi-structured interviews and participant observation of two citizen science programs in Australia, one recording frog presence and another one monitoring endangered beach birds’ nesting success rates and threats.

resultsWe found that aside from collecting data, volunteers in these contributory biodiversity citizen science programs engaged in a range of knowledge practices. These practices involved not only producing, but also expanding, sharing, and using knowledge in multiple ways, such as asking additional research questions and analyzing data, acquiring and disseminating knowledge of biodiversity and environmental policy, and using citizen science data for advocacy, habitat work, and other conservation efforts. Volunteers carried out some of these practices as part of environmental collectives, not only as individuals, and their participation in and through collectives was often key to their engagement in citizen science programs. CONCLUSIONS AND IMPLICATIONS: Recognizing that volunteer practices go beyond what they are officially requested to do is important for being able to acknowledge, value, and support volunteers’ contributions. Citizen science programs may benefit from adopting a less pre-defined understanding of participation in citizen science, instead recognizing that modes of participation evolve and are co-created with participants. Appreciating and making visible the breadth of volunteer knowledge practices could be important for instrumental reasons, such as collecting more and better data, and increasing volunteer engagement and retention. Recognizing the agency of participants in determining what participation is for them can also help in advancing the democratization of science and decision-making.

Indexed as

BiodiversityCitizen ScienceConservation of Natural ResourcesKnowledgeVolunteersAnimalsAnuraAustraliaBirdsHumansBiodiversity monitoringCommunity-based monitoringConservationContributory citizen scienceEnvironmental volunteersKnowledge practicesPublic engagementPublic participation in scientific researchScience, Technology, and Society

Identifiers

PMID40887572
PMCPMC12400645

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.