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Record W4407031095 · doi:10.1186/s40900-025-00681-8

Young researchers’ reflections on workshops with youth to develop research recruitment materials

2025· letter· en· W4407031095 on OpenAlexafffundabout
Zeba Khan, Hajar Seiyad, Kaiya Jacob, Ayla Arhinson, Aleyah Williams, Sarah Munro

Bibliographic record

VenueResearch Involvement and Engagement · 2025
Typeletter
Languageen
FieldComputer Science
TopicInnovative Human-Technology Interaction
Canadian institutionsUniversity of British Columbia
FundersCanadian Institutes of Health Research
KeywordsEngineering ethicsSociologyEngineering

Abstract

fetched live from OpenAlex

Contraception care is recognized as a basic human right, however, many individuals continue to face challenges in accessing adequate care. For youth, factors that influence access to prescription contraception include affordability, availability, acceptability, and youth awareness of these options. As a result, contraception uptake in Canada remains low, with 22.9% of sexually active 15 to 24-year-olds reporting that they did not use a condom or another form of contraception the last time they had sex. Collaborating with youth and meaningfully engaging them in all stages of the research process may help us better understand and develop solutions and services that yield stronger usability among youth. We engaged in a co-design process to involve youth in the generation of research recruitment materials. In this article, we offer a rich description of the experiences of youth as embedded researchers and contribute to the methodology of co-design research by highlighting specific characteristics in our approach that facilitated youth engagement. Through a series of six virtual workshops, four youth research assistants and eight youth advisors engaged in discussion activities that generated ideas for the recruitment materials for a research study called ‘Ask Us: Youth Voices to Improve Contraception Access’. Our strategies included the (i) Re-distribution of Power to Enable Youth Participation, (ii) Use of Technology to Promote Collaboration and Confidentiality and (iii) Emphasizing Reciprocal Knowledge Building, to facilitate meaningful youth participation. The co-design sessions resulted in the creation of the Ask Us study recruitment materials ( www.askusproject.ca ) and youth informed the chosen wording, colour scheme, images, and more. Our purposeful steps to involve embedded youth research assistants, acknowledge the differences and redistribution of power among researchers and youth advisors, use technology to promote collaboration and confidentiality and emphasize reciprocal knowledge sharing led to a meaningful co-design experience for us as youth research assistants. We argue that deeper considerations of accountability by academic researchers and embedded youth research assistants can further promote youth participation by enabling spaces where youth feel safe. Many youth face challenges in accessing contraception care. Factors such as affordability, availability, acceptability, and youth awareness of contraceptive options may create barriers for youth to access contraception. This has resulted in a low uptake of contraception among Canadian youth. Collaborating with youth to understand their experiences accessing contraception can help us develop solutions and services that yield stronger usability among youth. We invited youth advisors to participate in a co-design activity to generate research recruitment materials for a qualitative study called ‘Ask Us: Youth Voices to Improve Contraception Access’. This article was written from the perspective of four youth research assistants who also participated in the youth engagement activities before participant recruitment for this study. Through a series of virtual workshops, the youth advisors and youth research assistants developed research recruitment materials. We, the youth research assistants, reflected on the strategies used to encourage youth participation and identified the following themes: (i) Re-distribution of Power to Enable Youth Participation, (ii) Use of Technology to Promote Collaboration and Confidentiality and (iii) Emphasizing Reciprocal Knowledge Building. Following the co-design sessions, we created Ask Us study recruitment materials ( www.askusproject.ca ). Components of the recruitment materials, such as wording, colour scheme, images etc. were informed by the youth. We took steps to involve embedded youth researchers, acknowledge the differences and redistribution of power among researchers and youth advisors, use technology to promote collaboration and confidentiality and emphasize reciprocal knowledge sharing. Based on our insights as youth research assistants participating in this process, we conclude that the engagement activities led to a meaningful co-design experience for youth research assistants. In addition to these strategies, we encourage researchers to consider how they can remain accountable in creating co-design environments where youth feel safe.

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.

How this classification was reachedexpand

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)0.023
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.423
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0230.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0060.007
Science and technology studies0.0030.001
Scholarly communication0.0020.000
Open science0.0030.004
Research integrity0.0010.010
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 head0.692
GPT teacher head0.512
Teacher spread0.180 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes3
Has abstractyes

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