Predicting flight performance using personality factors

I am using HEXACO PI-R as a predictor for flight performance. It contains

Agreeableness (versus Anger)
Openness to Experience

with numerous subfactors for each dimension (e.g Emotionality)

I want to correlate it to flight performance. But according to the supervisor rating, they are only rated as pass or fail.

What stat can I use for this kind of data? I was thinking of Multiple Regression but then my DV (flight performance) only contains pass or fail.

As your DV is yes or No, you should use lgoistic regression.
Its similar to regression bu based on logistic distribution and it gives probability values for each Independent variable.