Incoming and outgoing references are crucial for heap dump analysis, aiding in identifying memory usage patterns and diagnosing OutOfMemoryError. The content explains these concepts with a Java program example, detailing how to find and interpret references using a memory analyzer tool, ultimately emphasizing their importance in detecting memory leaks and bloat.