{"title":"Perpetual Future Contracts in Centralized and Decentralized Exchanges: Mechanism and Traders' Behavior","authors":"Erdong Chen, Mengzhong Ma, Zixin Nie","doi":"arxiv-2402.03953","DOIUrl":null,"url":null,"abstract":"This study presents a groundbreaking Systematization of Knowledge (SoK)\ninitiative, focusing on an in-depth exploration of the dynamics and behavior of\ntraders on perpetual future contracts across both centralized exchanges (CEXs),\nand decentralized exchanges (DEXs). We have refined the existing model for\ninvestigating traders' behavior in reaction to price volatility to create a new\nanalytical framework specifically for these contract platforms, while also\nhighlighting the role of blockchain technology in their application. Our\nresearch includes a comparative analysis of historical data from CEXs and a\nmore extensive examination of complete transactional data on DEXs. On DEX of\nVirtual Automated Market Making (VAMM) Model, open interest on short and long\npositions exert effect on price volatility in opposite direction, attributable\nto VAMM's price formation mechanism. In the DEXs with Oracle Pricing Model, we\nobserved a distinct asymmetry in trader behavior between buyers and sellers.\nSuch asymmetry might stem from uninformed traders reacting more strongly to\npositive news than to negative, leading to a tendency to accumulate long\npositions. This study sheds light on the potential risks and advantages of\nusing perpetual future contracts within the DeFi space while provides\nmathematical basis and empirical insights based on which future theoretical\nworks can be configurated, offering crucial insights into the rapidly evolving\nworld of blockchain-based financial instruments.","PeriodicalId":501478,"journal":{"name":"arXiv - QuantFin - Trading and Market Microstructure","volume":"22 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuantFin - Trading and Market Microstructure","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2402.03953","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study presents a groundbreaking Systematization of Knowledge (SoK)
initiative, focusing on an in-depth exploration of the dynamics and behavior of
traders on perpetual future contracts across both centralized exchanges (CEXs),
and decentralized exchanges (DEXs). We have refined the existing model for
investigating traders' behavior in reaction to price volatility to create a new
analytical framework specifically for these contract platforms, while also
highlighting the role of blockchain technology in their application. Our
research includes a comparative analysis of historical data from CEXs and a
more extensive examination of complete transactional data on DEXs. On DEX of
Virtual Automated Market Making (VAMM) Model, open interest on short and long
positions exert effect on price volatility in opposite direction, attributable
to VAMM's price formation mechanism. In the DEXs with Oracle Pricing Model, we
observed a distinct asymmetry in trader behavior between buyers and sellers.
Such asymmetry might stem from uninformed traders reacting more strongly to
positive news than to negative, leading to a tendency to accumulate long
positions. This study sheds light on the potential risks and advantages of
using perpetual future contracts within the DeFi space while provides
mathematical basis and empirical insights based on which future theoretical
works can be configurated, offering crucial insights into the rapidly evolving
world of blockchain-based financial instruments.