Purchasing outsourcing, success or failure?

Blogs from outsourcing service providers keep proclaiming the amazing savings opportunities and savings possible from outsourcing. And some other blogs by service providers caution against indiscriminate outsourcing and project that long term, such acts could be very harmful. What is the reality? Has purchasing outsourcing been successful? Is there a reason where it has been successful?