‘ISeeYou’: A woman-centred care education and research project in Dutch bachelor midwifery education
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.
Bibliographic record
Abstract
Objective: To examine how student midwives in higher education learn to become competent and confident woman-centred practitioners. Design: Participant observation study using a ‘buddy’ approach. Setting: Bachelor of Midwifery students in one higher education institution in the Netherlands Methods: First-year student midwives followed one woman throughout the continuum of childbirth. The students attended a minimum of five of the woman’s antenatal care encounters and a minimum of one postnatal care encounter. In addition, students explored the woman’s professional care network. Student midwives used participant observation, structured interview techniques and reflective practice to focus on (1) the woman and to gain insight into her wishes and experiences of care throughout the continuum of pregnancy, birth and postpartum period; (2) the impact of the caregiver on the woman; and (3) the woman’s experience of the partnership. Lectures, peer-debriefing, competency assessments, research activities and a logbook supported students’ learning. Results: Learning was achieved through the student’s relational continuity and active engagement with the individual woman. Students gained insight into the experiences of individual pregnant and postpartum women, the individual practice of healthcare practitioners and the interaction between the woman and the healthcare practitioner. Students’ development of critical thinking and reflective practice was enhanced to begin to form a vision of woman-centred care. Conclusion: The project was successful in equipping Bachelor of Midwifery students with competencies to support them in their learning of providing woman-centred care and offered them unique and in-depth experiences supporting and augmenting their personal, professional and academic development.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it