An experimental study of cryptocurrency market dynamics

Peter M. Krafft, Nicolás Della Penna*, Alex Sandy Pentland

*Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    39 Citations (Scopus)

    Abstract

    As cryptocurrencies gain popularity and credibility, marketplaces for cryptocurrencies are growing in importance. Understanding the dynamics of these markets can help to assess how viable the cryptocurrnency ecosystem is and how design choices affect market behavior. One existential threat to cryptocurrencies is dramatic fluctuations in traders' willingness to buy or sell. Using a novel experimental methodology, we conducted an online experiment to study how susceptible traders in these markets are to peer influence from trading behavior. We created bots that executed over one hundred thousand trades costing less than a penny each in 217 cryptocurrencies over the course of six months. We find that individual "buy" actions led to short-term increases in subsequent buy-side activity hundreds of times the size of our interventions. From a design perspective, we note that the design choices of the exchange we study may have promoted this and other peer influence effects, which highlights the potential social and economic impact of HCI in the design of digital institutions.

    Original languageEnglish
    Title of host publicationCHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems
    Subtitle of host publicationEngage with CHI
    PublisherAssociation for Computing Machinery
    ISBN (Electronic)9781450356206, 9781450356213
    DOIs
    Publication statusPublished - 20 Apr 2018
    Event2018 CHI Conference on Human Factors in Computing Systems, CHI 2018 - Montreal, Canada
    Duration: 21 Apr 201826 Apr 2018

    Publication series

    NameConference on Human Factors in Computing Systems - Proceedings
    Volume2018-April

    Conference

    Conference2018 CHI Conference on Human Factors in Computing Systems, CHI 2018
    Country/TerritoryCanada
    CityMontreal
    Period21/04/1826/04/18

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