Economics of Bitcoin Price Formation," EERI Research Paper Series 2014/08, Economics and Econometrics Research Institute, Brussels

Economics of Bitcoin Price Formation," EERI Research Paper Series 2014/08, Economics and Econometrics Research Institute, Brussels

Please replace with an image illustrating your report and align it with this one. Please remove this text box from your cover. The Digital Agenda of Virtual Currencies Can BitCoin Become a Global Currency? d’Artis Kancs, Pavel Ciaian and Miroslava Rajcaniova 2015 Report EUR 27397 EN European Commission Joint Research Centre Institute for Prospective Technological Studies Contact information D’Artis Kancs Address: Joint Research Centre, Institute for Prospective Technological Studies E-mail: d’[email protected] Tel.: +34 95 448 83 18 JRC Science Hub https://ec.europa.eu/jrc Legal Notice This publication is a Technical Report by the Joint Research Centre, the European Commission’s in-house science service. It aims to provide evidence-based scientific support to the European policy-making process. The scientific output expressed does not imply a policy position of the European Commission. Neither the European Commission nor any person acting on behalf of the Commission is responsible for the use which might be made of this publication. All images © European Union 2015, except © Fotolia.com – Sergey Nivens JRC97043 EUR 27397 EN ISBN 978-92-79-50438-9 (PDF) ISSN 1831-9424 (online) doi:10.2791/96234 Luxembourg: Publications Office of the European Union, 2015 © European Union, 2015 Reproduction is authorised provided the source is acknowledged. Abstract This paper identifies and analyzes BitCoin features which may facilitate Bitcoin to become a global currency, as well as characteristics which may impede the use of BitCoin as a medium of exchange, a unit of account and a store of value, and compares BitCoin with standard currencies with respect to the main functions of money. Among all analyzed BitCoin features, the extreme price volatility stands out most clearly compared to standard currencies. In order to understand the reasons for such extreme price volatility, we attempt to identify drivers of BitCoin price formation and estimate their importance econometrically. We apply time-series analytical mechanisms to daily data for the 2009-2014 period. Our estimation results suggest that BitCoin attractiveness indicators are the strongest drivers of BitCoin price followed by market forces. In contrast, macro-financial developments do not determine BitCoin price in the long-run. Our findings suggest that as long as BitCoin price will be mainly driven by speculative investments, BitCoin will not be able to compete with standard currencies. Contents 1 Introduction ......................................................................................................................................... 2 2 Is BitCoin a currency? ........................................................................................................................... 5 2.1 Background of BitCoin .................................................................................................................. 5 2.2 Medium of exchange .................................................................................................................... 7 2.3 Unit of account ............................................................................................................................ 12 2.4 Store of value .............................................................................................................................. 13 3 BitCoin price and its volatility ............................................................................................................ 15 3.1 Drivers of BitCoin price ............................................................................................................... 15 3.2 Econometric approach ................................................................................................................ 19 3.3 Data and variable construction ................................................................................................... 20 3.4 Estimation results ....................................................................................................................... 21 3.5 Comparison with previous studies .............................................................................................. 24 4 Conclusions ........................................................................................................................................ 29 References ............................................................................................................................................ 32 Appendix A1: Conceptual model of bitcoin price formation ................................................................ 46 0 The Digital Agenda of Virtual Currencies: Can BitCoin Become a Global Currency?1 d'Artis Kancs1, Pavel Ciaian1 and Miroslava Rajcaniova2,3,4 1European Commission (DG JRC) 2Economics and Econometrics Research Institute (EERI) 3Catholic University of Leuven (LICOS) 4 Slovenská Polnohospodárska Univerzita (SUA) Abstract This paper identifies and analyzes BitCoin features which may facilitate Bitcoin to become a global currency, as well as characteristics which may impede the use of BitCoin as a medium of exchange, a unit of account and a store of value, and compares BitCoin with standard currencies with respect to the main functions of money. Among all analyzed BitCoin features, the extreme price volatility stands out most clearly compared to standard currencies. In order to understand the reasons for such extreme price volatility, we attempt to identify drivers of BitCoin price formation and estimate their importance econometrically. We apply time-series analytical mechanisms to daily data for the 2009-2014 period. Our estimation results suggest that BitCoin attractiveness indicators are the strongest drivers of BitCoin price followed by market forces. In contrast, macro-financial developments do not determine BitCoin price in the long-run. Our findings suggest that as long as BitCoin price will be mainly driven by speculative investments, BitCoin will not be able to compete with standard currencies. Key words: BitCoin, virtual currency, exchange rate, supply and demand, financial indicators, attention- driven investment. JEL classification: E31; E42; G12. 1 The authors are grateful to Tony Tam for providing access to the BitCoin data of Bitcoinpulse. The authors are solely responsible for the content of the paper. The views expressed are purely those of the authors and may not in any circumstances be regarded as stating an official position of the European Commission. 1 1 Introduction A wide range of virtual currencies have emerged during the last decade, such as BitCoin, LiteCoin, PeerCoin, AuroraCoin, DogeCoin and Ripple. The most successful among them is BitCoin, both in terms of its impressive growth in the number of currency users and popularity by retailers. Since its introduction in 2009, BitCoin has been characterized also by a phenomenal increase in the number of transactions and market capitalization, which surpassed 5 billion US dollar in 2015 and since then has recorded further growth. In the public media and in scientific community there is ongoing a lively debate on wheather BitCoin can actually function as a substitute for standard currencies such as US dollar, Euro or Yen. There are two competing views in the literature on whether BitCoin fulfils the three criteria of a currency (a medium of exchange, a unit of account, and a store of value) (Mankiw 2007). One part of the literature argues that BitCoin does not behave as a real currency, but rather resembles speculative investments (e.g. Velde 2013; Hanley 2014; Yermack 2014; Williams 2014). Other line of research, stresses the positive aspects of BitCoin and perceives it as a global virtual currency with strong future potential (e.g. Plassaras 2013; Satran 2013; Luther and White 2014; Folkinshteyn, Lennon and Reilly 2015). Also from a legal point of view, there is no global agreement on the status of BitCoin, as there are no international laws regulating Bitcoin. Each country regards Bitcoin differently and regulations are constantly evolving. For example, the Internal Revenue Service in the US has assigned BitCoin as barter on the grounds of the market- orientated approach. Finland considers BitCoin as priced commodity. Germany has recognized it as private currency. Yet other EU Member States by and large are in the wait-and-see stage. On the other hand, institutions such as European Central Bank (ECB) and European Banking Authority (EBA) define BitCoin as virtual currency. In light of these and other open questions about BitCoin, in April 2015 the European Commission organized a Virtual Currencies Conference,2 where among others the potential and challenges of BitCoin to become a global currency were discussed. The Virtual Currencies Conference acknowledged the need for further research to better understand the socio-economic and monetary aspects of the virtual currency ecosystem. In order to shed light on these and related questions, the present paper attempts to identify and analyze BitCoin features which may facilitate Bitcoin to become a global currency, as well as characteristics which may impede the use of BitCoin as a medium of exchange, a unit of account, or a store of value. 2 http://ec.europa.eu/digital-agenda/en/news/blockchain-and-digital-currencies-workshop 2 Among the BitCoin features, which may facilitate its use as a currency, we have identified low transaction costs, high anonymity and privacy, learning spillover effects, infinite divisibility and no inflationary

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