Internet Access and Educational Outcomes Among Secondary School Students in Rural Malawi: A Scoping Review
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| Natura: | Recurso digital |
| Lingua: | inglese |
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Zenodo
2011
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| _version_ | 1866901625915834368 |
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| author | Maliphu, Chirwa Chisala, Mutharanga Kazembwa, Simbaya |
| author_facet | Maliphu, Chirwa Chisala, Mutharanga Kazembwa, Simbaya |
| contents | <p>This study addresses a current research gap in Computer Science concerning Impact of Internet Access on Educational Outcomes Among Secondary School Students in Rural Malawi in Malawi. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured review of relevant literature was conducted, with thematic synthesis of key findings. 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. Impact of Internet Access on Educational Outcomes Among Secondary School Students in Rural Malawi, Malawi, Africa, Computer Science, scoping review This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. 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> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18931942 |
| institution | Zenodo |
| language | eng |
| publishDate | 2011 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Internet Access and Educational Outcomes Among Secondary School Students in Rural Malawi: A Scoping Review Maliphu, Chirwa Chisala, Mutharanga Kazembwa, Simbaya Sub-Saharan Africa Literacy Gainsharing SocialCapital <p>This study addresses a current research gap in Computer Science concerning Impact of Internet Access on Educational Outcomes Among Secondary School Students in Rural Malawi in Malawi. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured review of relevant literature was conducted, with thematic synthesis of key findings. 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. Impact of Internet Access on Educational Outcomes Among Secondary School Students in Rural Malawi, Malawi, Africa, Computer Science, scoping review This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. 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 | Internet Access and Educational Outcomes Among Secondary School Students in Rural Malawi: A Scoping Review |
| topic | Sub-Saharan Africa Literacy Gainsharing SocialCapital |
| url | https://doi.org/10.5281/zenodo.18931942 |