“…Research participants and research staff make many data entry errors, reflecting the conundrum of "garbage in, garbage out" (Learney, 2019). To ensure that research data are accurate, blockchain prototypes are exploring integrating the immutable blockchains with other off-chain database systems (Shae and Tsai, 2017;Dai et al, 2018;Maslove et al, 2018) where stored data, such as images, are linked to the chain by uniform resource locators (Patel, 2018). Additionally, many emerging clinical research blockchain applications are not yet addressing the data standardization and scalability available in traditional databases (McGhin et al, 2019).…”