A secondary nickel-metal hydride battery including a negative electrode containing a hydrogen-absorbing alloy and a positive electrode containing nickel oxide, each disposed through a separator and sealed together with an alkaline battery electrolyte, wherein said hydrogen-absorbing alloy comprises an alloy having the composition represented by a general formula A Ni.sub.a Mn.sub.b M.sub.c where A is at least one element selected from the group consisting of rare earth elements including Y (yttrium), M is a metal mainly composed of at least one element selected from the group consisting of Co, Al, Fe, Si, Cr, Cu, Ti, Zr, Zn, Hf, V, Nb, Ta, Mo, W, Ag, Pd, B, Ga, In, Ge and Sn, 3.5.ltoreq.a.ltoreq.5, 0.1.ltoreq.b.ltoreq.1, 0.ltoreq.c.ltoreq.1, 4.5.ltoreq.a+b+c.ltoreq.6, and said alloy has columnar structures in which an area ratio of the columnar structures having the ratio of a width to a length (aspect ratio) of 1:2 or higher is 50% or more, and said columnar structures have an average width of 30 microns or less.