Peak bitcoin prices lined up with the day the Chicago Mercantile Exchange, or CME, introduced bitcoin futures trading on Dec. 17. That same day, bitcoin hit a high of $19,783, according to data from CoinDesk. The Chicago Board Options exchange, or CBOE, also opened a futures market a week earlier but trading there was thin, the letter said.
Bitcoin's 12-month performance
Until futures existed it was extremely difficult, if not impossible, to bet on the decline of bitcoin prices, the researchers said. As optimistic investors continued to bid up, the cryptocurrency rose more than 1,300 percent in 2017.
The pessimists meanwhile, had no financial way to back a belief that the bitcoin price would collapse.
"So they were left to wait for their 'I told you so' moment," the researchers said. "The launch of bitcoin futures allowed pessimists to enter the market, which contributed to the reversal of the bitcoin price dynamics."
As of Monday, bitcoin was trading at about half of its pre-futures peak, near $9,365 as of 3:10 p.m. ET, according to CoinDesk.
The researchers compared this price reaction to mortgage-backed securities, which they said hinged on the same driving force of optimistic and pessimistic traders.
As for why it was a gradual fall rather than an overnight collapse, researchers said it could be a lack of attention or willingness to enter the market on the first week of trading.
Future prices and demand could be helped by any traditional financial institutions becoming more willing to accept bitcoin, and official recognition and regulatory acceptance of bitcoin as a means of payments, they wrote.
But a competing cryptocurrency becoming more widely used could cause bitcoin to "drop precipitously because these tend to be winner-takes-all markets," researchers said. WATCH: Digital currencies one of biggest opportunities of our generation