{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,1,26]],"date-time":"2024-01-26T00:13:57Z","timestamp":1706228037067},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684567","type":"print"},{"value":"9781643684574","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T00:00:00Z","timestamp":1706140800000},"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":[[2024,1,25]]},"abstract":"The Electronic Health Record system BUPdata served Norwegian Child and Adolescent Mental Health Services (CAMHS) for over 35 years and is still an important source of information for understanding clinical practice. Secondary usage of clinical data enables learning and service quality improvement. We present some insights from explorative data analysis for interpreting the records of patients referred for hyperkinetic disorders. The major challenges were data preparation, pre-analysis, imputation, and validation. We summarize the main characteristics, spot anomalies, and detect errors. The results include observations about the patient referral diversity based on 12 different variables. We modeled the activities in an individual episode of care, described our clinical observations among data, and discussed the challenges of data analysis.<\/jats:p>","DOI":"10.3233\/shti231084","type":"book-chapter","created":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T10:25:24Z","timestamp":1706178324000},"source":"Crossref","is-referenced-by-count":0,"title":["Challenges in Interpreting Norwegian Child and Adolescent Mental Health Records"],"prefix":"10.3233","author":[{"ORCID":"http:\/\/orcid.org\/0000-0001-7214-8651","authenticated-orcid":false,"given":"Kaban","family":"Koochakpour","sequence":"first","affiliation":[{"name":"Dept. Computer Science, The Norwegian University of Science and Technology (NTNU), Trondheim, Norway"}]},{"given":"Frida","family":"Sofie Solheim","sequence":"additional","affiliation":[{"name":"Dept. Computer Science, The Norwegian University of Science and Technology (NTNU), Trondheim, Norway"},{"name":"Bekk Consulting AS, Oslo, Norway"}]},{"given":"\u00d8ystein","family":"Nytr\u00f8","sequence":"additional","affiliation":[{"name":"Dept. Computer Science, The Norwegian University of Science and Technology (NTNU), Trondheim, Norway"}]},{"given":"Carolyn","family":"Clausen","sequence":"additional","affiliation":[{"name":"Reg. Centre for Child and Youth Mental Health and Child Welfare, NTNU, Trondheim, Norway"}]},{"given":"Thomas","family":"Frodl","sequence":"additional","affiliation":[{"name":"Dept. of Psychiatry, Psychotherapy and -somatic, Univ. Hosp, RWTH Aachen, Germany"}]},{"given":"Roman","family":"Koposov","sequence":"additional","affiliation":[{"name":"Reg. Centre for Child and Youth Mental Health and Child Welfare, Arctic Univ. of Norway"}]},{"given":"Bennett","family":"Leventhal","sequence":"additional","affiliation":[{"name":"Dept. of Psychiatry, Division of Child and Adolescent Psychiatry, UCSF, USA"}]},{"given":"Dipendra","family":"Pant","sequence":"additional","affiliation":[{"name":"Dept. Computer Science, The Norwegian University of Science and Technology (NTNU), Trondheim, Norway"}]},{"given":"Thomas","family":"Brox R\u00f8st","sequence":"additional","affiliation":[{"name":"Vivit AS, Trondheim, Norway"}]},{"given":"Line","family":"Stien","sequence":"additional","affiliation":[{"name":"Reg. Centre for Child and Youth Mental Health and Child Welfare, NTNU, Trondheim, Norway"}]},{"given":"Odd","family":"Sverre Westbye","sequence":"additional","affiliation":[{"name":"Reg. Centre for Child and Youth Mental Health and Child Welfare, NTNU, Trondheim, Norway"},{"name":"Department of Child and Adolescent Psychiatry, St. Olav\u2019s Univ. Hosp, Trondheim, Norway"}]},{"given":"Norbert","family":"Skokauskas","sequence":"additional","affiliation":[{"name":"Reg. Centre for Child and Youth Mental Health and Child Welfare, NTNU, Trondheim, Norway"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2023 \u2014 The Future Is Accessible"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI231084","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T10:25:25Z","timestamp":1706178325000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI231084"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,25]]},"ISBN":["9781643684567","9781643684574"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti231084","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1,25]]}}}