By sampling at a higher rate than necessary, more samples are taken within a given time frame. It helps you to sample your received signal at the center of the bit/symbol which improves your SNR significantly.
Sorry, I have made a mistake, increase of not the sampling time by two but the sampling frequency of course, you win everytime 3 dB over the SNR ; this is well used in IoT digital processing