{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T15:08:21Z","timestamp":1745420901194},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,6,6]],"date-time":"2022-06-06T00:00:00Z","timestamp":1654473600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,6,6]]},"abstract":"<jats:p>Reproducibility is an important quality criterion for the secondary use of electronic health records (EHRs). However, multiple barriers to reproducibility are embedded in the heterogeneous EHR environment. These barriers include complex processes for collecting and organizing EHR data and dynamic multi-level interactions occurring during information use (e.g., inter-personal, inter-system, and cross-institutional). To ensure reproducible use of EHRs, we investigated four information quality dimensions and examine the implications for reproducibility based on a real-world EHR study. Four types of IQ measurements suggested that barriers to reproducibility occurred for all stages of secondary use of EHR data. We discussed our recommendations and emphasized the importance of promoting transparent, high-throughput, and accessible data infrastructures and implementation best practices (e.g., data quality assessment, reporting standard).<\/jats:p>","DOI":"10.3233\/shti220055","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:30:51Z","timestamp":1654594251000},"source":"Crossref","is-referenced-by-count":6,"title":["The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records"],"prefix":"10.3233","author":[{"given":"Sunyang","family":"Fu","sequence":"first","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"},{"name":"University of Minnesota \u2013 Twin Cities, Minneapolis, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew","family":"Wen","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandeep","family":"Pagali","sequence":"additional","affiliation":[{"name":"Department of Medicine, Division of Hospital Internal Medicine, Mayo Clinic, Rochester, MN, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nansu","family":"Zong","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jennifer","family":"St Sauver","sequence":"additional","affiliation":[{"name":"Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sunghwan","family":"Sohn","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jungwei","family":"Fan","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongfang","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Artificial Intelligence and Informatics Research, Mayo Clinic, Rochester, Minnesota, USA"},{"name":"University of Minnesota \u2013 Twin Cities, Minneapolis, Minnesota, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2021: One World, One Health \u2013 Global Partnership for Digital Innovation"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T09:30:52Z","timestamp":1654594252000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220055"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,6]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220055","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,6]]}}}