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Bitcoin Microstructure and the Kimchi Premium · 2019. 4. 9. · Kimchi premium Bitcoin frequently...

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Bitcoin Microstructure and the Kimchi Premium KJ Choi Alfred Lehar Ryan Stauffer 1
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  • Bitcoin Microstructure and 
the Kimchi PremiumKJ Choi Alfred Lehar Ryan Stauffer

    �1

  • Kimchi premium

    ▪ Bitcoin frequently trade at a higher price in Korea, a phenomenon referred to as the Kimchi Premium

    On average 4.73% more expensive in Korea than the US with a maximum observed of 54.48% (Jan 2016 – Feb 2018)

    ▪ In frictionless financial markets such a price difference should be quickly arbitraged away • Buy bitcoin in US, for USD • Transfer to Korean exchange • Sell for KRW • Convert to USD and transfer back to US

    ▪ Frictions here are generated by exchanges, capital controls, and the Bitcoin microstructure itself

    �2

  • Kimchi Premium Over Time

    �3

  • Bitcoin microstructure

    ▪ Transaction verification on the Bitcoin blockchain will take ~1 hour in the best case. Up to 10 minutes to be included in the next block, plus 5 more blocks as confirmation.

    ▪ The transaction inclusion on the next block depends on the fee offered to miners. — Daily median confirmation time (inclusion on a block):

    11 minutes average for our sample; as high as 47 min

    ➢Endogeneity between confirmation time, transaction fee, and volume

    �4

  • Bitcoin exchange/microstructure frictions

    ▪ Exchange vs private wallets — When trading on an exchange, BTC are held on blockchain in wallet of exchange — Transfer of BTC: must request move from exchange account to private wallet — No data on processing times available, no regulation

    ▪ anecdotal evidence suggests waits can be very long

    ▪ Transfer of funds — Many exchanges find it hard to connect to payment systems — Credit card companies refuse payments — Banks do not process payments — e.g. Quadriga, number 2 exchange in Canada, uses a Portuguese bank

    ▪ Price risk during Arbitrage — US exchange -> private wallet -> Korean exchange — Price might change, posing risk for arbitrageur

    ▪ Fees directly reduce arbitrage profits

    ▪ Volatility: fluctuations in bitcoin price expose arbitrageurs to more risk during the trade

    �5

  • Capital controls in Korea

    ▪ Limits to the amount of money than can be sent abroad —USD 3000 per transfer, with a max of USD 50,000 per year

    —Credit card transactions max USD 10,000 outside Korea p.a.; this transaction is also considered a commodity purchase so customs must be paid on it.

    ▪ Ambiguous laws make it unclear if cryptocurrency transfers from a Korean exchange elsewhere are capital in/out-flow or commodity export/import

    ▪ Threats from the government to ban/restrict/regulate cryptocurrency trading

    �6

  • Arbitrage attempts

    �7

  • KRW bitcoin premium

    �8

  • EUR Bitcoin Premium

    �9

  • EUR bitcoin premium

    �10

  • Comparison EUR and KRW

    ▪ In both markets the same microstructure frictions drive price deviations —Higher volatility and higher fees coincide with higher premia

    ▪ Effects are 10 times larger in Korea

    ▪ We argue this is due to capital controls

    �11

  • Bitcoin premia and financial freedom
2017-03-01 to 2018-02-28

    �12

  • Financial freedom

    �13

    ▪ Economic Freedom Ranking (EFR): Fraser Institute ▪ 42 distinct variables ▪ size of government ▪ legal system and security of property rights ▪ sound money ▪ freedom to trade internationally ▪ regulation

    ▪ Index on capital controls (CCI) by Fernández, Klein, Rebucci, Schindler, and Uribe (2015) (IMF)

    ▪ Collect in great detail capital controls for a variety of financial instruments

    ▪ We use the sub-index on restrictions of outflows of money market instruments

    ▪ Use Germany as proxy for EUR area

  • Financial freedom and bitcoin premium

    �14

  • Economic magnitude - EFR

    �15

    ▪ Move from the median (Turkey, score 6.83) to the 75th percentile (Peru, score 7.47):

    reduction in bitcoin premium by 1.4%

    ▪ Move from 75th percentile to top (Hong Kong, score 8.95): reduction in bitcoin premium by 3.2%

  • Complete arbitrage with other cryptos?

    Korea premiums in other cryptocurrencies

    �16

    Upbit Bithumb Coinone Korbit Gopax

    KRW/USD exchange rate

  • Similar premia in other cryptocurrencies

    �17

  • Premia are highly correlated across cryptocurrencies

    �18

  • Conclusion

    ▪ Many countries including Korea pay a premium to purchase Bitcoin

    ▪ Microstructure frictions — Allow prices to deviate across exchanges — Price deviations are larger when arbitrage is more:

    ▪ Risky: delay, volatility ▪ Costly: fees

    ▪ Capital controls — Amplify existing frictions in arbitrage trading — Allow BTC to trade at a high premium

    ▪ Greater financial freedom is associated with lower premia

    ▪ Similar findings across other cryptocurrencies

    �19


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