Hepatitis B Virus Infection and Its Determinants among Pregnant Women in Ethiopia: A Systematic Review and Meta-Analysis
Bibliographic record
Abstract
Background . Hepatitis B virus (HBV) is an infectious and a global public health problem. The prevalence of HBV infection among pregnant women is between 2.3% and 7.9%. HBV infection during pregnancy is associated with prenatal transmission to the fetus. HBV has an effective vaccine which reduces up to 96% of the transmission. Although different studies were conducted in Ethiopia, none of them showed the national prevalence of HBV infection among pregnant women. Therefore, this study was conducted to determine the pooled prevalence of HBV and its associated factors in Ethiopia. Methods . We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for articles. All observational published studies were retrieved using relevant search terms in Google Scholar, African Online Journal, CINAHL, and PubMed databases. Newcastle-Ottawa assessment checklist for observational studies was used for critical appraisal of the included articles. The meta-analysis was done with STATA version 14 software. The <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M1"><mml:msup><mml:mrow><mml:mi>I</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math> statistics were used to test heterogeneity whereas Begg’s and Egger’s tests were used to assess publication bias. Odds ratio (OR) with a 95% confidence interval (CI) was presented using the forest plot. Results . A total of twenty-three studies were included in this systematic review and meta-analysis. The pooled prevalence of HBV in Ethiopia was 4.75% (95% CI: 4.06, 5.44). The subgroup analysis showed a higher prevalence of HBV infection among pregnant women in Gambella (7.9%) and the lowest in Southern Nations, Nationalities, and Peoples’ Region (SNNPR) (2.3%). Associated factors with HBV infection include history of multiple sexual partner (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M2"><mml:mtext>OR</mml:mtext><mml:mo>=</mml:mo><mml:mn>6.02</mml:mn></mml:math> (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M3"><mml:mn>95</mml:mn><mml:mi>%</mml:mi><mml:mtext>CI</mml:mtext><mml:mo>=</mml:mo><mml:mn>3.86</mml:mn></mml:math>, 9.36)), blood transfusion history (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M4"><mml:mtext>OR</mml:mtext><mml:mo>=</mml:mo><mml:mn>5.71</mml:mn></mml:math> (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M5"><mml:mn>95</mml:mn><mml:mi>%</mml:mi><mml:mtext>CI</mml:mtext><mml:mo>=</mml:mo><mml:mn>3.25</mml:mn></mml:math>, 10.04)), abortion history (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M6"><mml:mtext>OR</mml:mtext><mml:mo>=</mml:mo><mml:mn>3.58</mml:mn></mml:math> (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M7"><mml:mn>95</mml:mn><mml:mi>%</mml:mi><mml:mtext>CI</mml:mtext><mml:mo>=</mml:mo><mml:mn>2.10</mml:mn></mml:math>, 6.09)), and history of body tattoo (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M8"><mml:mtext>OR</mml:mtext><mml:mo>=</mml:mo><mml:mn>2.83</mml:mn></mml:math> (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M9"><mml:mn>95</mml:mn><mml:mi>%</mml:mi><mml:mtext>CI</mml:mtext><mml:mo>=</mml:mo><mml:mn>1.55</mml:mn></mml:math>, 5.17)). Conclusions . HBV infection among pregnant women is a common public health problem in Ethiopia. Multiple sexual partners, abortion history, blood transfusion history, and body tattoo were significantly associated with HBV infection. Policies and strategies should focus on factors identified in this study to improve the prevention of HBV among pregnant women.
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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 | 0.001 | 0.032 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.011 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| 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 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".