Inconsistent validation results can be interpreted in three ways:
a) Measurement error, sampling error, and test bias
b) Criterion contamination, construct underrepresentation, and construct-irrelevant variance
c) Random error, systematic error, and reliability issues
d) External factors, internal factors, and participant bias