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Record W4389993461 · doi:10.1186/s12909-023-04941-7

Perceived self-efficacy and willingness to teach family planning among nursing and midwifery faculty in higher learning institutions in Rwanda

2023· article· en· W4389993461 on OpenAlexaff
Aimable Nkurunziza, Madeleine Mukeshimana, Tamrat Endale, Michael Habtu, Yvonne Delphine Nsaba Uwera, Reverien Rutayisire, Justine Bagirisano, Jean Bosco Henri Hitayezu, Marie Laetitia Ishimwe Bazakare, J. Uwimana

Bibliographic record

VenueBMC Medical Education · 2023
Typearticle
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsLondon Health Sciences CentreUniversity of Toronto
FundersUniversity of Michigan
KeywordsThematic analysisWorkforceNursingMedical educationCurriculumPopulationMedicinePsychologyObstetricsQualitative researchPedagogySociologyPolitical science

Abstract

fetched live from OpenAlex

BACKGROUND: Promoting family planning (FP) is a key strategy for health, economic and population growth, and achieving sustainable development goals (SDGs) especially SDG 3, which promotes health and well-being for all. The quality of FP services depends on the training of competent nursing and midwifery graduates before entering the workforce. In order to ensure graduates are well-trained and capable of meeting the needs of the population, their teachers need to demonstrate high self-efficacy and willingness to teach FP. However, there is a lack of research on the capacity and willingness of nursing and midwifery faculty to teach FP at higher learning institutions (HLIs) in Rwanda. The objective is to investigate and articulate the perceived self-efficacy and willingness of the nursing and midwifery faculty to instruct HLIs students on FP. RESEARCH DESIGN/METHODOLOGY: We conducted a mixed methods study using a sequential explanatory design among almost all the HLIs (n = 6, 1 institution declined) that train nurses and midwives in Rwanda. One hundred thirty-six nursing and midwifery faculty who were actively teaching FP either in class, simulation lab, or clinical practice were invited to participate in a self-administered questionnaire and four qualitative focused group discussions. Participants answered questions ranking their self-efficacy in four domains from 0 - not confident to 3 - completely confident. Scores were calculated for each domain. A semi-structured interview guide was developed based on quantitative survey findings to gain a deep understanding of the ability and willingness to teach FP. Data were analyzed using thematic analysis. Ethical approval was obtained from the University of Rwanda, College of Medicine and Health Sciences Institutional Review Board. RESULTS: A total number of 89 nursing and midwifery faculty participated in the study and only 85 completed the questionnaires fully, yielding a response rate of 95.5%. The mean age was 40.39 and there were more females (62.4%) compared to their male counterparts (37.6%). Respondents scored highest for perceived self-efficacy in course preparation (mean = 2.37), evaluation and examination (mean = 2.12) and instructor behavior and delivery (mean = 2.35). However, the score was low for clinical practices (mean = 1.79). There was a significant correlation among the four items of self-efficacy (p < 0.05). Being a female, a midwife, and having more years of experience in nursing education were each significantly associated with perceived self-efficacy to teach FP (p < 0.05). In the qualitative phase, 32 study participants participated in four focus group discussions. Four themes were identified: (a) educational background as a determinant of confidence to teach FP; (b) willingness to teach FP; (c) enabling factors of teaching FP; and (d) structural challenges. CONCLUSION: Nursing and midwifery faculty reported inadequate self-confidence in teaching FP in clinical practice. Addressing personal and structural challenges in teaching FP should be a top priority. This requires a collective effort between nursing and midwifery faculty and HLIs to dismantle individual and systemic barriers that hinder self-efficacy and willingness to teach FP. There is a need for HLIs and different stakeholders to invest in training the nursing and midwifery faculty on FP practical skills to have a nursing and midwifery workforce providing up-to-date clinical FP services that will help Rwanda reach the SDGs.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.339

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.060
GPT teacher head0.390
Teacher spread0.329 · 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

Citations4
Published2023
Admission routes1
Has abstractyes

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