Knowledge and practice outcomes after home blood pressure measurement education programs
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVES: We investigated the outcomes of three home blood pressure measurement (HBPM) education programs on adult knowledge and practice. METHODS: We chose a pretest/post-test design and randomly divided 95 adults into three groups: individual training (group A), group training (group B), and self-learning (group C), for education regarding HBPM in accordance with the Canadian Hypertension Education Program. Participants involved in groups A and B received interactive education led by a nurse. Participants in group C learned by themselves using an instruction booklet and a HBPM device lent to them for 7 days. Knowledge was assessed pretest and post-test by questionnaire. Skills were evaluated postintervention by direct observation. RESULTS: Analysis of the 60 participants indicated significant knowledge improvement. Pretest scores of 38 (group A), 54 (group B), and 45% (group C) rose significantly to 97, 99, and 90%, respectively (pretest vs. post-test; P<0.0001). Individual and group training sessions were significantly more effective compared with the self-learning program, which was confirmed by differences between groups in post-test practice. Assessment scores: 74 (group A), 79 (group B), and 53% (group C; group A vs. group C; P=0.001, group B vs. group C; P=0.001). CONCLUSION: Our findings indicate that adults attending an individual or group training program for HBPM retained its theoretical and practical principles better than those engaged in self-learning. Their success may be attributed to interaction with the nurse.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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