Since the collapse of the Soviet Union and privatization of the economy in December 1991, privately owned Russia-based multinational corporations, including producers of petroleum, natural gas, and metal have, in the view of many analysts, led to the rise of Russian oligarchs. Most of these are connected directly to the highest-ranked government officials, such as the President.