MétaCan
Menu
Back to cohort
Record W4388731677 · doi:10.1177/21582440231207136

Perceptions on Birth Preparedness and Complication Readiness: Perspectives of Pregnant Women

2023· article· en· W4388731677 on OpenAlexaff
Gilbert Ti-enkawol Nachinab, Vida Nyagre Yakong, Joshua Dindiok Dubik, Kokui Dziedzom Klutse, Mubarick Nungbaso Asumah, Beatrice Nyarko Bimpong, Cecilia Mensah, Cynthia Anane Sarpong

Bibliographic record

VenueSAGE Open · 2023
Typearticle
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsQualitative researchNonprobability samplingChildbirthExploratory researchPsychologyPregnancySociologyPopulation

Abstract

fetched live from OpenAlex

Birth preparedness and complication readiness (BPCR) involves preparing for childbirth, bearing in mind the possible complications. The concept of BPCR has the potential to improve the awareness and utilization of suitable medical facilities to ensure safe delivery and minimize maternal and neonatal mortality. The purpose of the study was to explore pregnant women’s perspectives on the benefits and barriers of BPCR in the Northern Ghana. The study employed an exploratory descriptive design using a qualitative approach. Purposive sampling was used to recruit 13 participants. Data was collected through individual face-to-face interviews. The data was analyzed using qualitative content analysis. Out of the 13 participants, the age range for participants was 17 to 37 years; more than half were married, but less than half had no formal education. The participants indicated their understanding of BPCR by explaining the concept of BPCR, dangers signs, and prevention of danger signs. A varied source of information on BPCR was reported including the midwives or clinic, media, and family. The participants indicated that the benefits of BPCR include ensuring adequate preparation, delivery of a healthy child, and arranging for support. The barriers to BPCR were inadequate information, lack of finances, lack of transport, lack of support from the family, and lack of community support. The study findings indicate that the participants were generally informed about the concept of BPCR. However, to enable pregnant women prepare adequately for childbirth, there is a need to involve the husbands in the education on BPCR. The use of mass media to get families and communities educated on the importance of BPCR will enable them to support pregnant women.

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 score0.577
Threshold uncertainty score0.172

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 head0.026
GPT teacher head0.340
Teacher spread0.314 · 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 routes1
Has abstractyes

Explore more

Same venueSAGE OpenSame topicGlobal Maternal and Child HealthFrench-language works237,207