Rose Holley of the National Library of Australia has an excellent article in D-Lib Magazine (the magazine of digital research): Crowdsourcing: How and Why Should Libraries Do It?
Although geared primarily to libraries, its observations (particularly the tips in Figure 8) should be invaluable to anyone interested in the topic.