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Record W4414932649 · doi:10.1177/17470161251380888

Reframing payment practices for co-research for children and young people

2025· article· en· W4414932649 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueResearch Ethics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHealthcare innovation and challenges
Canadian institutionsMcGill UniversityPublic Health OntarioInstitute for Christian StudiesUniversity of Toronto
FundersEconomic and Social Research CouncilSocial Sciences and Humanities Research Council of CanadaArts and Humanities Research CouncilUK Research and Innovation
KeywordsCognitive reframingPaymentReciprocity (cultural anthropology)Equity (law)CommodificationIncentiveTypologyFinancial compensation

Abstract

fetched live from OpenAlex

Children and young people are increasingly involved in social science research as co-researchers. In such roles they can take on a range of responsibilities from developing research questions and methods, to undertaking fieldwork and analysis, to knowledge exchange. As co-research with children and young people becomes more common, significant ethical concerns have arisen about how to pay them fairly for their involvement. Yet, there is no consensus about what constitutes ethical practice. The limited literature primarily originates from a health context, concentrates on the ‘Global North’ rather than the ‘Global South’, and focuses on children and young people as research participants rather than as co-researchers. Based on our experience from the International and Canadian Child Rights Partnership, which involves research teams of children, young people and adults from both the ‘Global South’ and ‘Global North’, this article critically assesses the rationales for different types of payment, following the well-rehearsed typology of reimbursement, compensation, appreciation, and incentives. Our critical assessment surfaces questions about the intergenerational positioning of children and young people, the commodification of their involvement in co-research, and the balancing of individual and collective social norms in different contexts. The article proposes a framework of reciprocity for respectfully acknowledging children and young people’s involvement. It removes the categories of compensation and appreciation and creates two new categories of recognition and resource exchange. Furthermore, it narrows the category of incentives to equity incentives. Reimbursement is expected but, as such payments are not based on principles of reciprocity, it is not included in the framework itself. Unlike existing typologies, this newly developed framework is specifically intended for co-research in the social sciences with children and young people, and is aligned with the social justice aspirations of co-research.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.052
metaresearch head score (Gemma)0.043
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.919
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0520.043
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.545
GPT teacher head0.664
Teacher spread0.120 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it