This paper addresses the issues of scaling and self-similarity in typical nanoparticle films. The role played by microscopic processes contributing to growth on these issues is probed. While we perform this investigation for a specific system viz., Pb<Subscript>1-x</Subscript>Fe<Subscript>x</Subscript>S nanoparticle films for clarity of the...</subscript></subscript>