This article, from 2013, “Innovative Ways of Assessing Faculty Development” provides a good summary and overview of the issues involved with assessing faculty development in higher education, some helpful examples and cites relevant literature that you might want to explore.

Access the article here: http://onlinelibrary.wiley.com/doi/10.1002/tl.20045/pdf.