Compound statements are logical constructions that combine two or more simple statements using logical connectives such as 'and', 'or', and 'not'. They play a critical role in symbolic logic as they allow for the representation of more complex ideas and arguments, reflecting how natural language can be transformed into a structured symbolic form. By breaking down and combining these statements, one can analyze the truth values and logical relationships between them.