Bitcoin Transfer Figures Can Vary By Six Times Depending On Measurement Approach
A recent working paper from the Bank for International Settlements (BIS) has revealed that standard Bitcoin transfer figures can be off by as much as six times, depending on how analysts choose to interpret technical blockchain records.
The study, published on September 15th, found that different approaches to measuring economic activity in public blockchains led to varying estimates of transfer values. The researchers identified three structural sources of measurement divergence: transaction aggregation, smart-contract programmability, and comparisons across blockchains.
The authors noted that contracts and stablecoins complicate comparisons, as they can represent different forms of behavior depending on the blockchain. For example, on Ethereum, stablecoin activity was more closely associated with smart-contract interactions, while on Tron, stablecoins were often held outside smart contracts, suggesting transactional or store-of-value motives.
The researchers concluded that on-chain indicators should be read as 'noisy approximations' rather than direct measures of economic activity. They proposed granular, data-bounded estimates that make assumptions explicit and use technical classification and disaggregation to connect ledger events with economic meaning.