It turns out we really aren't sure of the answer. We do know that people like having health insurance, and are happier when they do.
Go see this column by Megan McArdle in The Atlantic for a detailed discussion of the issues here. She does a good job of discussing the pros and cons.
Of course the discussion responses, on both sides, are absolutely nutso. Hat tip to Lucianne.com for the link.