It's highly unlikely that changing the title alone will help. At the same time, it's quite a small thing, so, you could change it and see what that does.
Also, chrishirst is right about getting more backlinks. I'd look into yours and your competitors' backlink profiles and see what you could be missing in terms of backlinks.
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