Methodological Assessment and Clinical Outcomes Evaluation of Urban Primary Care Networks in Kenya Using Panel Data Analysis
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| Autores principales: | , , , |
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| Formato: | Recurso digital |
| Lenguaje: | inglés |
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Zenodo
2014
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| _version_ | 1866901929889628160 |
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| author | Gitonga, Mutua Otieno, Chirchir Kigen, Omondi Mwinyi, Kamau |
| author_facet | Gitonga, Mutua Otieno, Chirchir Kigen, Omondi Mwinyi, Kamau |
| contents | <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of urban primary care networks systems in Kenya: panel-data estimation for measuring clinical outcomes in Kenya. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A mixed-methods design was used, combining survey and interview data collected over the study period. 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 urban primary care networks systems in Kenya: panel-data estimation for measuring clinical outcomes, Kenya, Africa, Medicine, original research 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_19031438 |
| institution | Zenodo |
| language | eng |
| publishDate | 2014 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Methodological Assessment and Clinical Outcomes Evaluation of Urban Primary Care Networks in Kenya Using Panel Data Analysis Gitonga, Mutua Otieno, Chirchir Kigen, Omondi Mwinyi, Kamau Kenya Urbanization Primary Care Panel Data Quantitative Research Health Policy Outcome Measurement <p>This study addresses a current research gap in Medicine concerning Methodological evaluation of urban primary care networks systems in Kenya: panel-data estimation for measuring clinical outcomes in Kenya. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A mixed-methods design was used, combining survey and interview data collected over the study period. 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 urban primary care networks systems in Kenya: panel-data estimation for measuring clinical outcomes, Kenya, Africa, Medicine, original research 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 Assessment and Clinical Outcomes Evaluation of Urban Primary Care Networks in Kenya Using Panel Data Analysis |
| topic | Kenya Urbanization Primary Care Panel Data Quantitative Research Health Policy Outcome Measurement |
| url | https://doi.org/10.5281/zenodo.19031438 |