Identifiers are names given to variables, functions, and other user-defined items in a program to uniquely identify them. Identifiers must be different from keywords and other identifiers. They can include letters, digits, and underscores but must begin with a letter or underscore. Common examples of identifiers are variable and function names like roll_no and average. Identifiers are case-sensitive and allow programmers to reference specific program elements like variables during execution.