According to a study by Thomas Philippon and Ariell Reshef, much of the increase in financial activity has taken place in the more speculative fields, at the expense of traditional finance. From 1950 to 2006, credit intermediation (lending, including traditional banking) declined relative to “other finance” (including securities, commodities, venture capital, private equity, hedge funds, trusts, and other investment activities like investment banking).