Methodological Evaluation of Public Health Surveillance Systems in Nigeria Using Difference-in-Differences Approach for Cost-Effectiveness Analysis
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| Format: | Recurso digital |
| Language: | English |
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Zenodo
2012
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| _version_ | 1866901390524153856 |
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| author | Okachukwu, Osita Ofoemeokpọ, Chinelo |
| author_facet | Okachukwu, Osita Ofoemeokpọ, Chinelo |
| contents | <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of public health surveillance systems systems in Nigeria: difference-in-differences model for measuring cost-effectiveness in Nigeria. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Methodological evaluation of public health surveillance systems systems in Nigeria: difference-in-differences model for measuring cost-effectiveness, Nigeria, Africa, Medicine, brief report This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18947782 |
| institution | Zenodo |
| language | eng |
| publishDate | 2012 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Methodological Evaluation of Public Health Surveillance Systems in Nigeria Using Difference-in-Differences Approach for Cost-Effectiveness Analysis Okachukwu, Osita Ofoemeokpọ, Chinelo Nigerian surveillance epidemiology econometrics randomized evaluation metrics <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of public health surveillance systems systems in Nigeria: difference-in-differences model for measuring cost-effectiveness in Nigeria. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Methodological evaluation of public health surveillance systems systems in Nigeria: difference-in-differences model for measuring cost-effectiveness, Nigeria, Africa, Medicine, brief report This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Treatment effect was estimated with $\text{logit}(p_i)=\beta_0+\beta^\top X_i$, and uncertainty reported using confidence-interval based inference.</p> |
| title | Methodological Evaluation of Public Health Surveillance Systems in Nigeria Using Difference-in-Differences Approach for Cost-Effectiveness Analysis |
| topic | Nigerian surveillance epidemiology econometrics randomized evaluation metrics |
| url | https://doi.org/10.5281/zenodo.18947782 |