Identification of confounders and estimating the causal effect of place of birth on age-specific childhood vaccination

It is essential to use plasmode simulation data to validate the reproducibility of the proposed methods on the observed data. It is important to use outcome-cause covariates to adjust their confounding effect on the outcome. Using inverse probability treatment weighting gives unbiased treatment effect results as compared to the regression method of confounder adjustment. Institutional delivery increases the likelihood of childhood vaccination at the recommended schedule.

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Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2024-12-27
DOI
https://doi.org/10.1186/s12911-024-02827-2
Primary Topic
Advanced Causal Inference Techniques
Type
article
Field-Weighted Citation Impact
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article

Identification of confounders and estimating the causal effect of place of birth on age-specific childhood vaccination

Haile Mekonnen Fenta, Zelalem G. Dessie, Temesgen T. Zewotir, Ashagrie Sharew Iyassu
BMC Medical Informatics and Decision Making
Advanced Causal Inference Techniques
article

Identification of confounders and estimating the causal effect of place of birth on age-specific childhood vaccination

Haile Mekonnen Fenta, Zelalem G. Dessie, Temesgen T. Zewotir, Ashagrie Sharew Iyassu
article en

Abstract

It is essential to use plasmode simulation data to validate the reproducibility of the proposed methods on the observed data. It is important to use outcome-cause covariates to adjust their confounding effect on the outcome. Using inverse probability treatment weighting gives unbiased treatment effect results as compared to the regression method of confounder adjustment. Institutional delivery increases the likelihood of childhood vaccination at the recommended schedule.

BMC Medical Informatics and Decision MakingVol. 24(1)
Bahir Dar University (ET), Debre Markos University (ET), University of KwaZulu-Natal (ZA), University of Oulu (FI)
Openalex Percentile: Top 75%
Advanced Causal Inference Techniques
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