That's the Way I Like It: The Best of Dead or Alive collects 18 tracks from the androgynous British dance-pop outfit responsible for one of the '80’s most enduring club hits, “You Spin Me Round (Like A Record)”. Other highlights include a cover of KC & the Sunshine Band's disco classic "That's the Way (I Like It)," “Lover Come Back to Me," "In Too Deep," "My Heart Goes Bang,” and 1986's "Brand New Lover,” as well as the four extended/alternate mixes that populate the collections’ second half. Remastered from the original studio tapes, the anthology may not be exhaustive, but it’s solid enough for casual fans, and engaging enough to recommend to listeners with the false notion that Dead or Alive was a mere one-hit wonder.
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AllMusic Review by James Christopher Monger