{"id":"https://openalex.org/W3199469512","doi":"https://doi.org/10.3233/shti210546","title":"The Usage of OHDSI OMOP \u2013 A Scoping Review","display_name":"The Usage of OHDSI OMOP \u2013 A Scoping Review","publication_year":2021,"publication_date":"2021-09-21","ids":{"openalex":"https://openalex.org/W3199469512","doi":"https://doi.org/10.3233/shti210546","mag":"3199469512","pmid":"https://pubmed.ncbi.nlm.nih.gov/34545824"},"language":"en","primary_location":{"id":"doi:10.3233/shti210546","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210546","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210546","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210546","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010149968","display_name":"Ines Reinecke","orcid":"https://orcid.org/0000-0003-0154-2867"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ines Reinecke","raw_affiliation_strings":["Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047827763","display_name":"Mich\u00e9le Zoch","orcid":"https://orcid.org/0000-0002-5577-7760"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mich\u00e9le Zoch","raw_affiliation_strings":["Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014773041","display_name":"Christian Reich","orcid":"https://orcid.org/0000-0002-3641-055X"},"institutions":[{"id":"https://openalex.org/I4210108991","display_name":"IQVIA (United States)","ror":"https://ror.org/01mk44223","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108991"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Reich","raw_affiliation_strings":["IQVIA, Cambridge, MA, USA","Observational Health Data Sciences and Informatics (OHDSI), New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IQVIA, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210108991"]},{"raw_affiliation_string":"Observational Health Data Sciences and Informatics (OHDSI), New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072891251","display_name":"Martin Sedlmayr","orcid":"https://orcid.org/0000-0002-9888-8460"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]},{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Sedlmayr","raw_affiliation_strings":["Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077252997","display_name":"Franziska Bathelt","orcid":"https://orcid.org/0000-0002-4139-5489"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]},{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franziska Bathelt","raw_affiliation_strings":["Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics and Biometry at Carl Gustav Carus Faculty of Medicine at Technische Universit\u00e4t Dresden, Germany","institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010149968"],"corresponding_institution_ids":["https://openalex.org/I4210162051","https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":44.609,"has_fulltext":true,"cited_by_count":98,"citation_normalized_percentile":{"value":0.99780942,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"283","issue":null,"first_page":"95","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5958999991416931,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5958999991416931,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574024498462677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574024498462677}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/shti210546","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210546","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210546","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:34545824","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34545824","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti210546","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210546","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210546","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199469512.pdf","grobid_xml":"https://content.openalex.org/works/W3199469512.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W34678172","https://openalex.org/W2088263677","https://openalex.org/W2410097662","https://openalex.org/W2784358526","https://openalex.org/W2902328511","https://openalex.org/W2934493193","https://openalex.org/W2963901460","https://openalex.org/W2977456252","https://openalex.org/W2981115805","https://openalex.org/W2981613501","https://openalex.org/W3000165821","https://openalex.org/W3030418177","https://openalex.org/W3036182514","https://openalex.org/W3036754614","https://openalex.org/W3036902805","https://openalex.org/W3082710250","https://openalex.org/W4294215472","https://openalex.org/W4393508949"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"OHDSI,":[0],"a":[1,55,85],"fast":[2],"growing":[3,99],"open-science":[4],"research":[5],"community":[6],"seeks":[7],"to":[8,15,49],"enable":[9],"researchers":[10],"from":[11],"around":[12],"the":[13,35,61,69,92,101,104],"globe":[14],"conduct":[16],"network":[17],"studies":[18,113],"based":[19,83,114],"on":[20,84,115],"standardized":[21],"data":[22],"and":[23,40,53,87,100],"vocabularies.":[24],"There":[25],"is":[26,107],"no":[27],"comprehensive":[28],"review":[29],"of":[30,57,63,71,94,103,111],"publications":[31,59,95],"about":[32],"OHDSI's":[33],"standard:":[34],"OMOP":[36,105],"Common":[37],"Data":[38],"Model":[39],"its":[41,64],"usage":[42],"available.":[43],"In":[44],"this":[45,51],"work":[46],"we":[47],"aim":[48],"close":[50],"gap":[52],"provide":[54],"summary":[56],"existing":[58],"including":[60],"analysis":[62,80],"meta":[65],"information":[66],"such":[67],"as":[68,76,78],"choice":[70],"journals,":[72],"journal":[73],"types,":[74],"countries,":[75],"well":[77],"an":[79],"by":[81],"topics":[82],"title":[86],"abstract":[88],"screening.":[89],"Since":[90],"2016,":[91],"number":[93],"has":[96],"been":[97],"constantly":[98],"relevance":[102],"CDM":[106],"increasing":[108],"in":[109],"terms":[110],"multi-country":[112],"observational":[116],"patient":[117],"data.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}