Sickle Cell Gene Transmission: Do Public Servants in Tamale, Ghana Have the Right Knowledge and Attitude to Curb It?
Bibliographic record
Abstract
Introduction: Sickle cell disease (SCD) is exerting enormous public health and economic burden on many countries. To reduce these effects, the World Health Organization is urging countries, especially those in Africa, to increase public awareness of this disease. This study accessed whether public servants in Tamale, Ghana possess adequate knowledge and positive attitude towards SCD. Method: A total of 320 public servants within the Tamale Metropolis were invited to complete a questionnaire in a cross-sectional study. Data were analyzed using GraphPad 5.01. Association between different variables was tested. Results: The media was the main source of information for a majority of the 94.2% of respondents who had ever heard of SCD. Knowledge of respondents on transmission and testing of SCD was above 70% but they recorded less than 40% in SCD’s incurability, prevalence, effect of SCD on life span and pregnancy. The mean knowledge score of respondents was (11.1 ± 5.11)/22 or 50.7%. Only about a quarter knew their sickling status or that of their spouses before marriage or first child. Although 78.0% of respondents would call off marriages if they became aware of genetic incompatibility, the overall mean attitude, (2.857 ± 1.97)/ 7.0% or 40.8% was poor. There was a positive and significant correlation between the knowledge of respondents and their attitude towards SCD (r = 0.494, p < 0.0001) hence respondents working in the health sector and those with tertiary level education had better attitudes towards SCD. Conclusion: Public servants in Ghana have moderate knowledge of SCD but their attitude towards the disease was poor. Public servants least considered genetic incompatibility before entering conjugal relationships. This poor attitude means the campaign for the reduction of sickle cell gene transmission must be intensified. Governments need to increase their investment on educational campaigns aimed at changing attitude of persons through provision of more knowledge about SCD.
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 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 | 0.003 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".