{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T07:41:08Z","timestamp":1662363668095},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,8,31]],"date-time":"2022-08-31T00:00:00Z","timestamp":1661904000000},"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":[[2022,8,31]]},"abstract":"<jats:p>The data collected in the clinical registries or by data reuse require some modifications in order to suit the research needs. Several common operations are frequently applied to select relevant patients across the cohort, combine data from multiple sources, add new variables if needed and create unique tables depending on the research purpose. We carried out a qualitative survey by conducting semi-structured interviews with 7 experts in data reuse and proposed a standard workflow for health data management. We implemented a R tutorial based on a synthetic data set using Jupyter Notebook for a better understanding of the data management workflow.<\/jats:p>","DOI":"10.3233\/shti220912","type":"book-chapter","created":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T07:23:44Z","timestamp":1662362624000},"source":"Crossref","is-referenced-by-count":0,"title":["Data Management for Health Data Reuse: Proposal of a Standard Workflow and a R Tutorial with Jupyter Notebook"],"prefix":"10.3233","author":[{"given":"Antoine","family":"Lamer","sequence":"first","affiliation":[{"name":"F2RSM Psy \u2013 F\u00e9d\u00e9ration r\u00e9gionale de recherche en psychiatrie et sant\u00e9 mentale Hauts-de-France, F-59350, Saint-Andr\u00e9-Lez-Lille, France"},{"name":"Univ. Lille, Facult\u00e9 Ing\u00e9nierie et Management de la Sant\u00e9, F-59000, Lille, France"},{"name":"Univ. Lille, CHU Lille, ULR 2694 \u2013 METRICS: \u00c9valuation des Technologies de sant\u00e9 et des Pratiques m\u00e9dicales, F-59000 Lille, France"}]},{"given":"Sanae","family":"Al Massati","sequence":"additional","affiliation":[{"name":"Univ. Lille, Facult\u00e9 Ing\u00e9nierie et Management de la Sant\u00e9, F-59000, Lille, France"},{"name":"Univ. Lille, CHU Lille, ULR 2694 \u2013 METRICS: \u00c9valuation des Technologies de sant\u00e9 et des Pratiques m\u00e9dicales, F-59000 Lille, France"}]},{"given":"Chlo\u00e9","family":"Saint-Dizier","sequence":"additional","affiliation":[{"name":"F2RSM Psy \u2013 F\u00e9d\u00e9ration r\u00e9gionale de recherche en psychiatrie et sant\u00e9 mentale Hauts-de-France, F-59350, Saint-Andr\u00e9-Lez-Lille, France"},{"name":"Univ. Lille, Facult\u00e9 Ing\u00e9nierie et Management de la Sant\u00e9, F-59000, Lille, France"}]},{"given":"Emile","family":"Fares","sequence":"additional","affiliation":[{"name":"F2RSM Psy \u2013 F\u00e9d\u00e9ration r\u00e9gionale de recherche en psychiatrie et sant\u00e9 mentale Hauts-de-France, F-59350, Saint-Andr\u00e9-Lez-Lille, France"}]},{"given":"Emmanuel","family":"Chazard","sequence":"additional","affiliation":[{"name":"Univ. Lille, CHU Lille, ULR 2694 \u2013 METRICS: \u00c9valuation des Technologies de sant\u00e9 et des Pratiques m\u00e9dicales, F-59000 Lille, France"}]},{"given":"Mathilde","family":"Fruchart","sequence":"additional","affiliation":[{"name":"Univ. Lille, CHU Lille, ULR 2694 \u2013 METRICS: \u00c9valuation des Technologies de sant\u00e9 et des Pratiques m\u00e9dicales, F-59000 Lille, France"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Digital Professionalism in Health and Care: Developing the Workforce, Building the Future"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220912","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T07:23:45Z","timestamp":1662362625000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220912"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,31]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220912","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8,31]]}}}