Answer
One theory is usually adopted over another conflicting one if it uses less assumptions and can correctly predict a wider range of phenomena.
Work Step by Step
If one theory is able to correctly predict a wider range of phenomena than another, it would be presumed more accurate. If it also has fewer assumptions, then there are fewer inaccuracies within the theory, adding to its increased preference over another theory.