Stakeholders’ perspectives on the acceptability and feasibility of maternity waiting homes: a qualitative synthesis
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
BACKGROUND: Maternity waiting homes (MHWs) are recommended to help bridge the geographical gap to accessing maternity services. This study aimed to provide an analysis of stakeholders' perspectives (women, families, communities and health workers) on the acceptability and feasibility of MWHs. METHODS: A qualitative evidence synthesis was conducted. Studies that were published between January 1990 and July 2020, containing qualitative data on the perspectives of the stakeholder groups were included. A combination of inductive and deductive coding and thematic synthesis was used to capture the main perspectives in a thematic framework. RESULTS: Out of 4,532 papers that were found in the initial search, a total of 38 studies were included for the thematic analysis. Six themes emerged: (1) individual factors, such as perceived benefits, awareness and knowledge of the MWH; (2) interpersonal factors and domestic responsibilities, such as household and childcare responsibilities, decision-making processes and social support; (3) MWH characteristics, such as basic services and food provision, state of MWH infrastructure; (4) financial and geographical accessibility, such as transport availability, costs for MWH attendance and loss of income opportunity; (5) perceived quality of care in the MWH and the adjacent health facility, including regular check-ups by health workers and respectful care; and (6) Organization and advocacy, for example funding, community engagement, governmental involvement. The decision-making process of women and their families for using an MWH involves balancing out the gains and losses, associated with all six themes. CONCLUSION: This systematic synthesis of qualitative literature provides in-depth insights of interrelating factors that influence acceptability and feasibility of MWHs according to different stakeholders. The findings highlight the potential of MWHs as important links in the maternal and neonatal health (MNH) care delivery system. The complexity and scope of these determinants of utilization underlines the need for MWH implementation strategy to be guided by context. Better documentation of MWH implementation, is needed to understand which type of MWH is most effective in which setting, and to ensure that those who most need the MWH will use it and receive quality services. These results can be of interest for stakeholders, implementers of health interventions, and governmental parties that are responsible for MNH policy development to implement acceptable and feasible MWHs that provide the greatest benefits for its users. Trial registration Systematic review registration number: PROSPERO 2020, CRD42020192219.
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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 | 0.007 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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