Theory of special neurodiversity mandates the adjacent colonization of neurodiverse people with special needs for upgraded societal reforms and development. As the concept of a nation enfolds diverse geographical variations, the effectiveness of the theory of special neurodiversity can be optimized only if the controlling parameters are broadly understood and resolved in a unified way. For the enhanced socio-economic growth of any nation, with the application of the theory of special neurodiversity, these variables are likely to affect the imperious restructuring which necessitates active research efforts to minimize their unreceptive impact. In view of the futuristic development, a simple youth-oriented sampling research survey was conducted to attain better physical insight about the geographical incongruities and their implications. The study attempts to examine the singular and coupled effect of key controlling geographic parameters viz., culture, climate, coordination, gender. Based on the results obtained, innovative modulations will be accorded in the prevailing RAS-VIN Model of Special Neurodiversity for enhanced socio-economic growth and the contribution of special needs people. The understanding of geographical implications on the theory of special neurodiversity can be effectively applied on the wide range of administrative, institutional, organizational, engineering, humanities, and sciences applications explicitly aiming at upliftment and empowerment of special needs people.
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