Answer
See below.
Work Step by Step
The $P$-value is the probability of obtaining a value that is more extreme or equal to the standardized test statistic if the null hypothesis is true.
Hence $P\lt0.03$ means that $P$ is very small and close to $0$, which implies that the increase of $5\%$ is very unlikely but it also means that this increase is statistically significant.
