Open Data Initiatives and Governance Transparency in Ghana: A Systematic Review

Fuente: Zenodo
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Autores principales: Adzube, Abena, Ameyaw, Kofi, Gyamfi, Yaw
Formato: Recurso digital
Lenguaje:inglés
Publicado: Zenodo 2012
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author Adzube, Abena
Ameyaw, Kofi
Gyamfi, Yaw
author_facet Adzube, Abena
Ameyaw, Kofi
Gyamfi, Yaw
contents <p>Open data initiatives have gained traction as a means to enhance governance transparency in various countries. Ghana has implemented several open data projects aimed at increasing access to government information. A comprehensive search strategy was employed using databases such as Web of Science, Google Scholar, and Scopus. Studies published between and were included based on predefined inclusion criteria related to open data initiatives and their impact on governance in Ghana. The review identified a significant proportion (75%) of the studies that highlighted how open data projects have led to increased citizen engagement and accountability, particularly in areas such as health and education. Open data initiatives appear to be effective in fostering transparency and enhancing governance in Ghana. However, there are challenges related to data quality and accessibility that need to be addressed for full benefits. To maximise the impact of open data initiatives, it is recommended that governments strengthen partnerships with civil society organizations and enhance data quality control mechanisms. Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.</p>
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publishDate 2012
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spellingShingle Open Data Initiatives and Governance Transparency in Ghana: A Systematic Review
Adzube, Abena
Ameyaw, Kofi
Gyamfi, Yaw
Geographic
Transparency
Governance
Open Data
Policy
Methodology
Contextual Analysis
<p>Open data initiatives have gained traction as a means to enhance governance transparency in various countries. Ghana has implemented several open data projects aimed at increasing access to government information. A comprehensive search strategy was employed using databases such as Web of Science, Google Scholar, and Scopus. Studies published between and were included based on predefined inclusion criteria related to open data initiatives and their impact on governance in Ghana. The review identified a significant proportion (75%) of the studies that highlighted how open data projects have led to increased citizen engagement and accountability, particularly in areas such as health and education. Open data initiatives appear to be effective in fostering transparency and enhancing governance in Ghana. However, there are challenges related to data quality and accessibility that need to be addressed for full benefits. To maximise the impact of open data initiatives, it is recommended that governments strengthen partnerships with civil society organizations and enhance data quality control mechanisms. Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.</p>
title Open Data Initiatives and Governance Transparency in Ghana: A Systematic Review
topic Geographic
Transparency
Governance
Open Data
Policy
Methodology
Contextual Analysis
url https://doi.org/10.5281/zenodo.18973346