differences - Gerund vs infinitive paraphrase

Is there any difference between these two sentences:

1. "The Democrats tend to increase taxes, discouraging rich people from voting for them"



2. "The Democrats tend to increase taxes, which discourages rich poeople from voting for them"

The first version of course sound much more formal, but are there any other (less 'obvious') differences?