Robert Boyd Burch (August 11, 1886 – November 15, 1967) was an American football player and coach and judge.

He served as the head coach at the University of Cincinnati from 1909 to 1911, compiling a record of 16–8–2.

He was appointed in 1939 to the bench of the Superior Court of San Diego, serving until his retirement in 1960.

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