The present research discusses how language variation may influence educational outcomes within African rural settings concerning indigenous languages, colonial languages, and dialectal diversity. From the critical literature review, it has been determined that mother-tongue education advances academic performance as well as social cohesion and engagement since students find learning more accessible and relevant to their culture. Conversely, the range of dialects, along with other issues such as a lack of resources and proper teacher training, complicates the implementation of mother-tongue education. On the other hand, the use as medium of instruction of a few colonial languages causes inequalities to worsen, alienating rural learners and causing underachievement. This study has strengthened calls for more flexible and localized language policies, with further research on the longer-term impacts of indigenous language education in rural classrooms and the role of dialects. The resolution of at least these linguistic problems would allow the countries of Africa to come closer to equitable and more inclusive education systems. Keywords: Language Variation, Educational Outcomes, Rural Africa, Indigenous Languages, Colonial Languages, Dialectal Diversity.
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