A method for manufacturing a thin-film photovoltaic device includes providing a glass substrate contained sodium species. The glass substrate comprising a surface region and a peripheral edge region surround the surface region. The method further includes forming a barrier material overlying the surface region and partially overlying the peripheral edge region and forming a conductor material overlying the barrier material. Additionally, the method includes forming at least a first trench in a vicinity of the peripheral edge region to remove substantially the conductor material therein and forming precursor materials overlying the patterned conductor material. Furthermore, the method includes thermally treating the precursor materials to transform the precursor materials into a film of photovoltaic absorber. The first trench is configured to maintain the film of photovoltaic absorber substantially free from peeling off the conductor material.