The power loss is analytically derived for a long cylinder with a hard superconducting core and a normal conducting shell under an applied ac current of amplitude I m . The core obeys the critical-state model with a constant critical-current density J c and the shell obeys the Maxwell equations and the Ohm law with a constant permeability µ 0 and conductivity σ . The dependence of the normalized ac loss per cycle per unit length upon I m /I c (I c being the critical current), the normalized frequency, and the radius-filling fraction of the core are studied. We provide a detailed discussion on the nature of the loss in the shell and the description of its low-frequency low-current limit and high-frequency limit.