{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,27]],"date-time":"2026-04-27T20:02:37Z","timestamp":1777320157549,"version":"3.51.4"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684000","type":"print"},{"value":"9781643684017","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:00:00Z","timestamp":1687996800000},"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":[[2023,6,29]]},"abstract":"<jats:p>Data quality is a primary barrier to using electronic medical records (EMR) data for clinical and research purposes. Although EMR has been in use for a long time in LMICs, its data has been seldomly used. This study aimed to assess the completeness of demographic and clinical data in a tertiary hospital in Rwanda. We conducted a cross-sectional study and assessed 92,153 patient data recorded in EMR from October 1st to December 31st, 2022. The findings indicated that over 92% of social demographic data elements were complete, and the completeness of clinical data elements ranged from 27% to 89%. The completeness of data varied markedly by departments. We recommend an exploratory study to understand further reasons associated with the completeness of data in clinical departments.<\/jats:p>","DOI":"10.3233\/shti230513","type":"book-chapter","created":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:53:33Z","timestamp":1688111613000},"source":"Crossref","is-referenced-by-count":3,"title":["Towards Improving Data Quality in Electronic Medical Records: An Investigation of Data Completeness in a Tertiary Hospital in Rwanda"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-4065-4670","authenticated-orcid":false,"given":"Melissa","family":"Uwase","sequence":"first","affiliation":[{"name":"University of Rwanda, School of Public Health, Kigali, Rwanda"},{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean De Dieu","family":"Iradukunda","sequence":"additional","affiliation":[{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Divine Umutesi","family":"Rusa","sequence":"additional","affiliation":[{"name":"University of Rwanda, School of Public Health, Kigali, Rwanda"},{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raphael","family":"Ndahimana","sequence":"additional","affiliation":[{"name":"University of Rwanda, School of Public Health, Kigali, Rwanda"},{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Briand","family":"Mvuyekure","sequence":"additional","affiliation":[{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pascal","family":"Birindabagabo","sequence":"additional","affiliation":[{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hinda","family":"Ruton","sequence":"additional","affiliation":[{"name":"University of Rwanda, School of Public Health, Kigali, Rwanda"},{"name":"Africa Quantitative sciences, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tharcisse","family":"Mpunga","sequence":"additional","affiliation":[{"name":"Kigali University Teaching Hospital, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Mugisha","sequence":"additional","affiliation":[{"name":"University of Rwanda, School of Public Health, Kigali, Rwanda"},{"name":"University of Rwanda, Center of Excellence in Biomedical Engineering and eHealth, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Celestin","family":"Twizere","sequence":"additional","affiliation":[{"name":"University of Rwanda, Center of Excellence in Biomedical Engineering and eHealth, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Tumusiime","sequence":"additional","affiliation":[{"name":"University of Rwanda, Center of Excellence in Biomedical Engineering and eHealth, Kigali, Rwanda"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Healthcare Transformation with Informatics and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI230513","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:53:35Z","timestamp":1688111615000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230513"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,29]]},"ISBN":["9781643684000","9781643684017"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230513","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,29]]}}}