At high redshifts, unlike local, the star formation status, such as quiescent galaxy fraction, of galaxy clusters shows a significant cluster-by-cluster variation. We investigate the behavior of this variation, using galaxy clusters found in the SXDS/UDS field, and confirmed using the Magellan telescope. As the results of this study, we suggest that the extent of connected large-scale structure to be considered to explain this interesting trend observed.