Obstructive Sleep Apnea Awareness among Primary Care Physicians in Africa
Bibliographic record
Abstract
Abstract Rationale Obstructive sleep apnea (OSA) is a significant health problem among adults and children globally, resulting in decreased quality of life and increased costs of healthcare. For optimal clinical care, primary care physicians should be familiar with OSA and confident in their ability to screen, diagnose, and manage this condition. Objectives To assess the knowledge, attitudes, and practices of primary care physicians in Kenya, Nigeria, and South Africa regarding OSA in adults and children. Methods We conducted a multicenter cross-sectional survey in Kenya (Nairobi), Nigeria (Edo State), and South Africa (Cape Town) between April 2016 and July 2017. At least 40 participants were randomly selected from a register of primary care physicians at each site. Potential participants were contacted to receive online/paper-based, validated OSA Knowledge and Attitudes (OSAKA) and OSAKA in Children (OSAKA-KIDS) questionnaires related to adults and children, respectively. The median percentage knowledge scores and proportions of favorable attitude were computed and current diagnostic and referral practices were documented. Results The median OSAKA knowledge scores were 83.3% (interquartile range [IQR], 77.8–88.9), 66.7% (IQR, 55.6–77.8), and 61.1% (IQR, 55.6–77.8) among South African, Kenyan, and Nigerian physicians, respectively. For OSAKA-KIDS, the median knowledge scores were 61.1% (IQR, 50.0–72.2), 64.2% (IQR, 35.3–93.2), and 58.3% (IQR, 44.4–66.7) among South African, Kenyan, and Nigerian physicians, respectively. Most physicians (90–94%) considered adult and pediatric OSA very/extremely important. Fewer physicians agreed/strongly agreed that they were confident about OSA diagnosis (55%), management (25%), and continuous positive airway pressure (18%) use in adults. Even fewer physicians agreed/strongly agreed that they were confident about pediatric OSA diagnosis (35%), management (21%), and continuous positive airway pressure use (18%). South African physicians mainly prescribed polysomnography (51%) and overnight oximetry (22%), whereas 49% of Nigerian physicians and 65% of Kenyan physicians commonly requested lateral cervical radiography. Conclusions Primary care physicians in South Africa, Nigeria, and Kenya considered OSA to be important but had modest knowledge about OSA in adults and children, and had a low perceived confidence in adult and pediatric management. Focused educational interventions during undergraduate training and continuing professional development programs may improve primary physicians’ knowledge about OSA and its diagnosis and management.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".