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Record W4321378460 · doi:10.1016/j.wombi.2023.02.004

Can peers improve student retention? Exploring the roles peers play in midwifery education programmes in Canada

2023· article· en· W4321378460 on OpenAlexafffundabout
Elena Neiterman, Bridget Beggs, Farimah HakemZadeh, Işık U. Zeytinoglu, Johanna Geraci, Jennifer Plenderleith, Derek K. Lobb

Bibliographic record

VenueWomen and Birth · 2023
Typearticle
Languageen
FieldNursing
TopicNursing education and management
Canadian institutionsMcMaster UniversityYork UniversityUniversity of Waterloo
FundersCanadian Institutes of Health Research
KeywordsMentorshipWorkforcePeer supportPsychologyIndigenousObstetricsPeer mentoringMedical educationPedagogyMedicineNursingPolitical science

Abstract

fetched live from OpenAlex

PROBLEM: Peer support is understudied as a factor that can impact midwifery student retention. BACKGROUND: Retention of midwifery students is essential for creating a sustainable maternity care workforce. Research shows that peer support positively influences students' experiences, but it needs more focus on the role peers play in student retention. AIM: We aimed to examine how peer support can facilitate midwifery students' retention by exploring the role peers play in students' experiences and identifying the types of support students offer each other. METHODS: We conducted 31 semi-structured interviews with students attending Midwifery Education Programmes across Canada. Data were analysed inductively, following the constructivist grounded theory method. FINDINGS: While motivated and engaged peers improved students' learning experiences and desire to remain in their program, peers who created an overly competitive academic environment hindered learning. Students also noted that a lack of diversity, particularly of Black and Indigenous peers, limited their ability to learn about culturally safe care. Most students felt a sense of community and relied on one another for emotional, academic, and instrumental support. DISCUSSION: Peer support has mostly positive effects on student learning and should be formalized by midwifery educators to improve retention. Reducing pressure to succeed, targeting recruitment of students who are Black, Indigenous, and People of Colour, and establishing formal mentorship programmes could enhance the role peers play in student retention. CONCLUSION: While retention of students is a complex issue, positive interactions with peers can create a stimulating learning environment and increase students' desire to stay in their programme.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.547
Threshold uncertainty score0.776

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.017
GPT teacher head0.267
Teacher spread0.250 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations9
Published2023
Admission routes3
Has abstractyes

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