A new size- and shape-selective Rh-dimer catalyst was designed by combination of a metal-complex-attaching method and a molecular-imprinting method on an Ox.50 surface. Coordinatively unsaturated, air-stable Rh dimers with a Rh–Rh bond of 0.268 nm were prepared in 0.74-nm micropores of SiO 2-matrix overlayers on the Ox.50 silica surface by attaching a Rh 2Cl 2(CO) 4 precursor on the surface (Rh 2Cl 2(CO) 4/SiO 2), followed by coordination of template ligands P(OCH 3) 3 to the attached Rh species (Rh sup catalyst), and then by surface imprinting of the template with SiO 2-matrix overlayers formed by hydrolysis–polymerization of Si(OCH 3) 4 (Rh imp catalyst). The Rh dimers, micropores, and SiO 2-matrix overlayers in the molecular-imprinting Rh imp catalyst were characterized by EXAFS, BET analysis, and 29Si solid-state MAS NMR, respectively. It was found that activity of the Rh sup catalyst for hydrogenation of alkenes was promoted remarkably (35–51 times) after the imprinting. The alkene hydrogenation proceeded on the imprinted Rh dimers with a monohydride without any breaking of the Rh–Rh bond. Size and shape selectivities of the molecular-imprinting Rh imp catalyst were examined by measuring the hydrogenation rates of eight alkenes of different sizes and shapes. It was also found that the Rh imp catalyst exhibited not only high activity and stability but also size and shape selectivities for the alkene molecules, probably due to a template-size cavity, created behind the removed template ligand, being used as a reaction site. Activation energies and activation entropies for the hydrogenation of large and branched alkenes were much smaller than those for small alkenes, which implies a shift in the rate-determining step in the reaction sequence for alkene hydrogenation. The performance of the molecular-imprinting Rh-dimer catalyst is discussed from structural and kinetic viewpoints.