It is a term of respect, similar but secondary to Dad or Mom, but not comparable to Mister or Ma'am, which expresses no elevated affection.
This term is a mark of courtesy, standing below "Dad" or "Mom" in hierarchy but above "Mr." or "Mrs.", signifying no intense fondness.