Naked Capitalism for example discusses today how lending that assumes a kind of homogeneity of information is less robust than lending that focuses on particular but not emblematic information.
Skill loss in Banking
The problem is that there isn't a good substitute for knowledge of the borrower and his community. Does he understand what he is getting into? How stable is his employer? What are the prospects for the local economy? Those are important considerations, and they require judgment. That may still in the end be used as an input to a more structured decision process. but overly automating borrower assessment has resulted in information loss. It's hardly a surprise that the quality of decisions deteriorated.
This is an excellent discussion and I have yet to articular the difference between these particular information inputs and "anecdotal" information as defined in this blog.
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