Analyzing barriers and facilitators to the implementation of an action plan to strengthen the midwifery professional role: a Moroccan case study
Bibliographic record
Abstract
BACKGROUND: As part of a national strategy for reaching Millennium Development Goals 4 and 5 in Morocco, an action plan covering three systems (sociocultural, educational and professional) was developed to strengthen midwives' professional role in order to contribute to high quality maternity care. This study aimed to understand the implementation process by identifying the characteristics of this intervention and the dimensions of the three-systems which could act as barriers to/facilitators of the implementation process. We used a conceptual framework that builds on Hatem-Asmar's model that describes change in a health professional role; and on the Consolidated Framework for Implementation Research for our analysis. METHODS: An embedded case study with three levels of analysis was conducted during June and July 2010. Data were collected through 11 semi-structured interviews, 20 focus groups, training session observations and documents. A purposive sample of 106 multi-stakeholders from two Moroccan regions (health professionals, academic staff, students, medical administrative officers and health programmers) and one international consultant were recruited. A thematic analysis was conducted using QDA Miner. RESULTS: Data showed a failure to carry out the plan as intended. Seventeen barriers and seven facilitators were identified. Misalignment of the values, methods, actors and targets of the sociocultural system with the values, methods and actors of the educational and professional systems, on one hand, and with the intervention, on the other hand, were likely the greatest impediments to implementing the plan. The bureaucratic structure and lack of readiness of the sociocultural system were among the most influential barriers to: dissemination of information, involvement of key actors in the process and readiness of the educational system. The main facilitators were the values promoted related to human rights, and the national and international policies to strengthen midwifery and reduce maternal mortality. The plan was perceived as beneficial, but complex and externally driven. CONCLUSIONS: The findings suggest that successful implementation requires redesigning the implementation strategy to adapt to the factors identified in our study. The results would be very useful to health planners seeking the expansion of such an intervention to other developing countries looking to strengthen midwives' role and to improve maternity health care services.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.013 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".