"No One Is to Blame" was written by Howard Jones, and it first appeared on his second album, 1985's Dream into Action. It was his biggest American hit, reaching #4 on the charts. The song also appeared on the Action Replay EP in 1986. The single version (with Phil Collins on drums) was on Jones' 1986 album, One to One. I heard this a lot during that distant summer of '86.