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Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register
The majority of bleeding diagnoses in the Danish National Patient Registry have not been validated despite extensive use in epidemiological research. Therefore, we examined the positive predictive value (PPV) of non-traumatic bleeding diagnoses in the Danish National Patient Registry. Population-bas...
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Published in: | Clinical epidemiology 2023-01, Vol.15, p.493-502 |
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description | The majority of bleeding diagnoses in the Danish National Patient Registry have not been validated despite extensive use in epidemiological research. Therefore, we examined the positive predictive value (PPV) of non-traumatic bleeding diagnoses in the Danish National Patient Registry.
Population-based validation study.
Based on a manual review of electronic medical records, we estimated the PPV of diagnostic coding (International Classification of Diseases, Tenth Revision (ICD-10)) for non-traumatic bleeding for all patients ≥65 years of age with any hospital contact in the North Denmark Region during March-December 2019 as registered in the Danish National Patient Registry. We calculated PPVs and associated 95% confidence intervals (CI) for non-traumatic bleeding diagnoses overall and stratified according to primary or secondary diagnosis, and according to major anatomical sites.
A total of 907 electronic medical records were available for review. The population mean age was 79.33 years (standard deviation (SD)=7.73) and 57.6% were males. Primary bleeding diagnoses accounted for 766 of the records and 141 were secondary bleeding diagnoses. The overall PPV for bleeding diagnoses was 94.0% (95% CI: 92.3-95.4). The PPV was 98.7% (95% CI: 97.6-99.3) for the primary diagnoses and 68.8% (95% CI: 60.7-75.9) for the secondary diagnoses. When stratified according to subgroups of major anatomical sites, the PPVs ranged between 94.1% and 100% for the primary diagnoses, and between 53.8% and 100% for secondary diagnoses.
The overall validity of non-traumatic bleeding diagnoses in the Danish National Patient Registry is high and considered acceptable for epidemiological research. However, PPVs were substantially higher for primary than for secondary diagnosis. |
doi_str_mv | 10.2147/CLEP.S400834 |
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Population-based validation study.
Based on a manual review of electronic medical records, we estimated the PPV of diagnostic coding (International Classification of Diseases, Tenth Revision (ICD-10)) for non-traumatic bleeding for all patients ≥65 years of age with any hospital contact in the North Denmark Region during March-December 2019 as registered in the Danish National Patient Registry. We calculated PPVs and associated 95% confidence intervals (CI) for non-traumatic bleeding diagnoses overall and stratified according to primary or secondary diagnosis, and according to major anatomical sites.
A total of 907 electronic medical records were available for review. The population mean age was 79.33 years (standard deviation (SD)=7.73) and 57.6% were males. Primary bleeding diagnoses accounted for 766 of the records and 141 were secondary bleeding diagnoses. The overall PPV for bleeding diagnoses was 94.0% (95% CI: 92.3-95.4). The PPV was 98.7% (95% CI: 97.6-99.3) for the primary diagnoses and 68.8% (95% CI: 60.7-75.9) for the secondary diagnoses. When stratified according to subgroups of major anatomical sites, the PPVs ranged between 94.1% and 100% for the primary diagnoses, and between 53.8% and 100% for secondary diagnoses.
The overall validity of non-traumatic bleeding diagnoses in the Danish National Patient Registry is high and considered acceptable for epidemiological research. However, PPVs were substantially higher for primary than for secondary diagnosis.</description><identifier>ISSN: 1179-1349</identifier><identifier>EISSN: 1179-1349</identifier><identifier>DOI: 10.2147/CLEP.S400834</identifier><identifier>PMID: 37144211</identifier><language>eng</language><publisher>New Zealand: Dove Medical Press Limited</publisher><subject>bleeding ; Epidemiology ; Medical records ; Medical research ; Medicin och hälsovetenskap ; Medicine, Experimental ; Original Research ; register-based research ; validity</subject><ispartof>Clinical epidemiology, 2023-01, Vol.15, p.493-502</ispartof><rights>2023 Thaarup et al.</rights><rights>COPYRIGHT 2023 Dove Medical Press Limited</rights><rights>2023 Thaarup et al. 2023 Thaarup et al.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c599t-2557d0a7974d9ee29ca9333bd22965b4dda6ef220d4c563d5b8b9722affe7bac3</citedby><cites>FETCH-LOGICAL-c599t-2557d0a7974d9ee29ca9333bd22965b4dda6ef220d4c563d5b8b9722affe7bac3</cites><orcidid>0000-0003-4693-8179 ; 0000-0001-9365-1918 ; 0000-0001-6845-6774 ; 0000-0003-2922-6970 ; 0000-0001-8096-0236 ; 0000-0001-5747-2584 ; 0000-0002-8485-8674</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153536/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153536/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,37013,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37144211$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:152641678$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Thaarup, Maja</creatorcontrib><creatorcontrib>Nielsen, Peter Brønnum</creatorcontrib><creatorcontrib>Olesen, Anne Estrup</creatorcontrib><creatorcontrib>Bitsch Poulsen, Maria</creatorcontrib><creatorcontrib>Larsen, Torben Bjerregaard</creatorcontrib><creatorcontrib>Wittström, Felix</creatorcontrib><creatorcontrib>Overvad, Thure Filskov</creatorcontrib><title>Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register</title><title>Clinical epidemiology</title><addtitle>Clin Epidemiol</addtitle><description>The majority of bleeding diagnoses in the Danish National Patient Registry have not been validated despite extensive use in epidemiological research. Therefore, we examined the positive predictive value (PPV) of non-traumatic bleeding diagnoses in the Danish National Patient Registry.
Population-based validation study.
Based on a manual review of electronic medical records, we estimated the PPV of diagnostic coding (International Classification of Diseases, Tenth Revision (ICD-10)) for non-traumatic bleeding for all patients ≥65 years of age with any hospital contact in the North Denmark Region during March-December 2019 as registered in the Danish National Patient Registry. We calculated PPVs and associated 95% confidence intervals (CI) for non-traumatic bleeding diagnoses overall and stratified according to primary or secondary diagnosis, and according to major anatomical sites.
A total of 907 electronic medical records were available for review. The population mean age was 79.33 years (standard deviation (SD)=7.73) and 57.6% were males. Primary bleeding diagnoses accounted for 766 of the records and 141 were secondary bleeding diagnoses. The overall PPV for bleeding diagnoses was 94.0% (95% CI: 92.3-95.4). The PPV was 98.7% (95% CI: 97.6-99.3) for the primary diagnoses and 68.8% (95% CI: 60.7-75.9) for the secondary diagnoses. When stratified according to subgroups of major anatomical sites, the PPVs ranged between 94.1% and 100% for the primary diagnoses, and between 53.8% and 100% for secondary diagnoses.
The overall validity of non-traumatic bleeding diagnoses in the Danish National Patient Registry is high and considered acceptable for epidemiological research. However, PPVs were substantially higher for primary than for secondary diagnosis.</description><subject>bleeding</subject><subject>Epidemiology</subject><subject>Medical records</subject><subject>Medical research</subject><subject>Medicin och hälsovetenskap</subject><subject>Medicine, Experimental</subject><subject>Original Research</subject><subject>register-based research</subject><subject>validity</subject><issn>1179-1349</issn><issn>1179-1349</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNptkt9rFDEQxxdRbKl981kWBPHBO_Nzs3mSeq1aKPXQ6mvIJrN7qXvJNdmt-N-b7Z3lDkwIGSaf-Q4zmaJ4idGcYCbeL64ulvPvDKGasifFMcZCzjBl8umefVScpnSL8qIUC4GeF0dUYMYIxscFLENyg7uHchnBOvNg_tT9CGVoy-vgZzdRj2s9OFN-7CEjvivPne58SJBK58thBeW59i6tyuuMBa_7cpkN8EP5DTqXBogvimet7hOc7u6T4seni5vFl9nV18-Xi7OrmeFSDjPCubBICymYlQBEGi0ppY0lRFa8YdbqClpCkGWGV9Typm6kIES3LYhGG3pSXG51bdC3ahPdWsc_KminHhwhdkrHXEoPikteG9rUQJqKUVw3uR8C2aaCivKa2awlt1rpN2zG5kBtE4NVO_8vNx2VQGFOKoYrUefYD9vYDKzBmtyLqPtDiYMX71aqC_cKI8wpp1VWeLtTiOFuhDSotUsG-l57CGNSpMZI5oRySvZ6i3Y61-V8G7KkmXB1JlgtasQxytT8P1TeFtbOBA-ty_6DgDd7ASvQ_bBKoR-nL06H4LstaGJIKUL7WCdGappSNU2p2k1pxl_t9-YR_jeT9C_O8eFi</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Thaarup, Maja</creator><creator>Nielsen, Peter Brønnum</creator><creator>Olesen, Anne Estrup</creator><creator>Bitsch Poulsen, Maria</creator><creator>Larsen, Torben Bjerregaard</creator><creator>Wittström, Felix</creator><creator>Overvad, Thure Filskov</creator><general>Dove Medical Press Limited</general><general>Dove</general><general>Dove Medical Press</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>ZZAVC</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4693-8179</orcidid><orcidid>https://orcid.org/0000-0001-9365-1918</orcidid><orcidid>https://orcid.org/0000-0001-6845-6774</orcidid><orcidid>https://orcid.org/0000-0003-2922-6970</orcidid><orcidid>https://orcid.org/0000-0001-8096-0236</orcidid><orcidid>https://orcid.org/0000-0001-5747-2584</orcidid><orcidid>https://orcid.org/0000-0002-8485-8674</orcidid></search><sort><creationdate>20230101</creationdate><title>Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register</title><author>Thaarup, Maja ; Nielsen, Peter Brønnum ; Olesen, Anne Estrup ; Bitsch Poulsen, Maria ; Larsen, Torben Bjerregaard ; Wittström, Felix ; Overvad, Thure Filskov</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c599t-2557d0a7974d9ee29ca9333bd22965b4dda6ef220d4c563d5b8b9722affe7bac3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>bleeding</topic><topic>Epidemiology</topic><topic>Medical records</topic><topic>Medical research</topic><topic>Medicin och hälsovetenskap</topic><topic>Medicine, Experimental</topic><topic>Original Research</topic><topic>register-based research</topic><topic>validity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Thaarup, Maja</creatorcontrib><creatorcontrib>Nielsen, Peter Brønnum</creatorcontrib><creatorcontrib>Olesen, Anne Estrup</creatorcontrib><creatorcontrib>Bitsch Poulsen, Maria</creatorcontrib><creatorcontrib>Larsen, Torben Bjerregaard</creatorcontrib><creatorcontrib>Wittström, Felix</creatorcontrib><creatorcontrib>Overvad, Thure Filskov</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Clinical epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Thaarup, Maja</au><au>Nielsen, Peter Brønnum</au><au>Olesen, Anne Estrup</au><au>Bitsch Poulsen, Maria</au><au>Larsen, Torben Bjerregaard</au><au>Wittström, Felix</au><au>Overvad, Thure Filskov</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register</atitle><jtitle>Clinical epidemiology</jtitle><addtitle>Clin Epidemiol</addtitle><date>2023-01-01</date><risdate>2023</risdate><volume>15</volume><spage>493</spage><epage>502</epage><pages>493-502</pages><issn>1179-1349</issn><eissn>1179-1349</eissn><abstract>The majority of bleeding diagnoses in the Danish National Patient Registry have not been validated despite extensive use in epidemiological research. Therefore, we examined the positive predictive value (PPV) of non-traumatic bleeding diagnoses in the Danish National Patient Registry.
Population-based validation study.
Based on a manual review of electronic medical records, we estimated the PPV of diagnostic coding (International Classification of Diseases, Tenth Revision (ICD-10)) for non-traumatic bleeding for all patients ≥65 years of age with any hospital contact in the North Denmark Region during March-December 2019 as registered in the Danish National Patient Registry. We calculated PPVs and associated 95% confidence intervals (CI) for non-traumatic bleeding diagnoses overall and stratified according to primary or secondary diagnosis, and according to major anatomical sites.
A total of 907 electronic medical records were available for review. The population mean age was 79.33 years (standard deviation (SD)=7.73) and 57.6% were males. Primary bleeding diagnoses accounted for 766 of the records and 141 were secondary bleeding diagnoses. The overall PPV for bleeding diagnoses was 94.0% (95% CI: 92.3-95.4). The PPV was 98.7% (95% CI: 97.6-99.3) for the primary diagnoses and 68.8% (95% CI: 60.7-75.9) for the secondary diagnoses. When stratified according to subgroups of major anatomical sites, the PPVs ranged between 94.1% and 100% for the primary diagnoses, and between 53.8% and 100% for secondary diagnoses.
The overall validity of non-traumatic bleeding diagnoses in the Danish National Patient Registry is high and considered acceptable for epidemiological research. However, PPVs were substantially higher for primary than for secondary diagnosis.</abstract><cop>New Zealand</cop><pub>Dove Medical Press Limited</pub><pmid>37144211</pmid><doi>10.2147/CLEP.S400834</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-4693-8179</orcidid><orcidid>https://orcid.org/0000-0001-9365-1918</orcidid><orcidid>https://orcid.org/0000-0001-6845-6774</orcidid><orcidid>https://orcid.org/0000-0003-2922-6970</orcidid><orcidid>https://orcid.org/0000-0001-8096-0236</orcidid><orcidid>https://orcid.org/0000-0001-5747-2584</orcidid><orcidid>https://orcid.org/0000-0002-8485-8674</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | bleeding Epidemiology Medical records Medical research Medicin och hälsovetenskap Medicine, Experimental Original Research register-based research validity |
title | Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register |
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