We fill a viscous liquid in a vertically stood cell of millimeter thickness, called the Hele-Shaw cell, and insert a disk in the liquid whose thickness is smaller than the cell thickness. The disk starts falling in the liquid due to gravity with opposed by viscous friction. We focus on the case in which lubricating films formed in the gap between the cell surface and the disk surface are thinner than the disk thickness. As a result, we find a distinct regime in which the flow and the viscous friction are characterized by the thickness of the lubricating film. The scaling regime is identified through clear collapse of the data onto a master curve. We also discuss the case in which lubricating films are thick. The present results are relevant to fundamental issues and applications in various fields such as microfluidics, bioconvection, and active matter.