Some examples of interpretation of p-values in hypothesis testing

Some examples of interpretation of p-values in hypothesis testing - as a reference for Independent Study:

Comments on the statistics

x variables	b value and [comments]	p-value and [comments]
Gender (x1)	0.0842 [Gender has slightly positive correlation with the y variable.]	0.5552 (or 27.7620% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Age group (x2)	-0.0171 [Age group has very weak positive correlation with the y variable.]	0.0591 (or 2.9563% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Education background (x3)	-0.1401 [Education background has weak negative correlation with the y variable.]	0.22385 (or 11.1925% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Self-perceived social class (x4)	0.0079 [Self-perceived social class has some negative correlation with the y variable.]	0.9547 (or 47.7361% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Familiarity with the HKATRP (x5)	-0.1302 [Familiarity with the HKATRP has weak negative correlation with the y variable.]	0.2464 (or 12.3221% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Confidence in project management competence of AAHK (x6)	0.5169 [Confidence in project management competence of AAHK has some positive correlation with the y variable.]	0.0002 (or 0.012% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is rejected.]
Confidence that a satisfactory airspace arrangement will be worked out (x7)	0.2081  [Confidence that a satisfactory airspace arrangement will be worked out has some positive correlation with the y variable.]	0.1382 (or 6.9107% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]
Perceived sufficiency of project information released (x8)	0.0346 [Perceived sufficiency of project information released has some positive correlation with the y variable.]	0.8438 (or 42.1908% on each side) [With the critical value of 5% (or 2.5% on each side), the null hypothesis that the b value be zero is not rejected.]

Reference

An article on airport runway survey with multiple-regression analysis