{"id":"https://openalex.org/W3103574025","doi":"https://doi.org/10.1093/jamia/ocaa279","title":"Optimizing clinical decision support alerts in electronic medical records: a systematic review of reported strategies adopted by hospitals","display_name":"Optimizing clinical decision support alerts in electronic medical records: a systematic review of reported strategies adopted by hospitals","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3103574025","doi":"https://doi.org/10.1093/jamia/ocaa279","mag":"3103574025","pmid":"https://pubmed.ncbi.nlm.nih.gov/33186438"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaa279","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaa279","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7810441","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038193225","display_name":"Bethany A. Van Dort","orcid":"https://orcid.org/0000-0003-0052-6400"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Bethany A Van Dort","raw_affiliation_strings":["Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0052-6400","affiliations":[{"raw_affiliation_string":"Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009920033","display_name":"Wu Yi Zheng","orcid":"https://orcid.org/0000-0002-1159-4700"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wu Yi Zheng","raw_affiliation_strings":["Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069226970","display_name":"Vivek Sundar","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vivek Sundar","raw_affiliation_strings":["Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088279834","display_name":"Melissa Baysari","orcid":"https://orcid.org/0000-0003-1645-9126"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Melissa T Baysari","raw_affiliation_strings":["Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038193225"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.734,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.82716049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"28","issue":"1","first_page":"177","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.930899977684021,"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/T10350","display_name":"Electronic Health Records Systems","score":0.930899977684021,"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"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.023000000044703484,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12174","display_name":"Hospital Admissions and Outcomes","score":0.0052999998442828655,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cinahl","display_name":"CINAHL","score":0.7453080415725708},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.6921817064285278},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.6270015239715576},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.61118483543396},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.6009289026260376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5748462677001953},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.5225886106491089},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47458386421203613},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.47059667110443115},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4285834729671478},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3413584232330322},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3329387605190277},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.33109545707702637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27737265825271606},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.1651340126991272},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.13662809133529663}],"concepts":[{"id":"https://openalex.org/C2781145037","wikidata":"https://www.wikidata.org/wiki/Q5011772","display_name":"CINAHL","level":3,"score":0.7453080415725708},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.6921817064285278},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.6270015239715576},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.61118483543396},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.6009289026260376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5748462677001953},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.5225886106491089},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47458386421203613},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.47059667110443115},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4285834729671478},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3413584232330322},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3329387605190277},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.33109545707702637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27737265825271606},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.1651340126991272},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.13662809133529663},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D000071064","descriptor_name":"Alert Fatigue, Health Personnel","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaa279","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaa279","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:33186438","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33186438","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7810441","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7810441","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7810441","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7810441","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320966","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W246286872","https://openalex.org/W1826703849","https://openalex.org/W1884176898","https://openalex.org/W1897770946","https://openalex.org/W1927888636","https://openalex.org/W2024797092","https://openalex.org/W2054502188","https://openalex.org/W2060447171","https://openalex.org/W2073924861","https://openalex.org/W2097855313","https://openalex.org/W2099394912","https://openalex.org/W2101049671","https://openalex.org/W2101345720","https://openalex.org/W2107318542","https://openalex.org/W2108507313","https://openalex.org/W2110922423","https://openalex.org/W2111824593","https://openalex.org/W2115513526","https://openalex.org/W2127229151","https://openalex.org/W2138461665","https://openalex.org/W2140410010","https://openalex.org/W2150627342","https://openalex.org/W2156098321","https://openalex.org/W2157814042","https://openalex.org/W2188600571","https://openalex.org/W2394613772","https://openalex.org/W2416253597","https://openalex.org/W2438583920","https://openalex.org/W2562876390","https://openalex.org/W2605753964","https://openalex.org/W2611223135","https://openalex.org/W2617544848","https://openalex.org/W2754437305","https://openalex.org/W2766597844","https://openalex.org/W2789922031","https://openalex.org/W2794213749","https://openalex.org/W2940079687","https://openalex.org/W2955672477","https://openalex.org/W2967054545","https://openalex.org/W2991792334","https://openalex.org/W3000086409","https://openalex.org/W3004612364","https://openalex.org/W3011210112","https://openalex.org/W3014693099","https://openalex.org/W3043843282","https://openalex.org/W4235933432","https://openalex.org/W4294215472","https://openalex.org/W6674865229","https://openalex.org/W6687054654","https://openalex.org/W6711713664","https://openalex.org/W6716260388","https://openalex.org/W6748409225"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"identify":[2,31,55],"and":[3,21,50,124,127,149,194,228],"summarize":[4],"the":[5,16,91,104,116,133,144,170,184,202],"current":[6],"internal":[7],"governance":[8,73,231],"processes":[9,74,232],"adopted":[10],"by":[11,175],"hospitals,":[12],"as":[13],"reported":[14,72,136,153,174],"in":[15,28,69,81,90,156,164,191,244],"literature,":[17],"for":[18,75,217,239],"selecting,":[19],"optimizing,":[20],"evaluating":[22],"clinical":[23],"decision":[24],"support":[25],"(CDS)":[26],"alerts":[27,80,243],"order":[29],"to":[30,54,62,110,177,183,200,212,233],"effective":[32,215,237],"approaches.":[33],"MATERIALS":[34],"AND":[35],"METHODS:":[36],"Databases":[37],"(Medline,":[38],"Embase,":[39],"CINAHL,":[40],"Scopus,":[41],"Web":[42],"of":[43,106,118,132,138,146,150,187,204,230,236,241],"Science,":[44],"IEEE":[45],"Xplore":[46],"Digital":[47],"Library,":[48],"CADTH,":[49],"WorldCat)":[51],"were":[52,83,88,198],"searched":[53],"relevant":[56],"papers":[57,87,94,102,135],"published":[58,68,188],"from":[59],"January":[60],"2010":[61],"April":[63],"2020.":[64],"All":[65,101],"paper":[66],"types":[67],"English":[70],"that":[71],"selecting":[76],"and/or":[77],"optimizing":[78],"CDS":[79,99,140,180,219,242],"hospitals":[82,176,224],"included.":[84],"RESULTS:":[85],"Eight":[86],"included":[89,115],"review.":[92],"Seven":[93],"focused":[95],"specifically":[96],"on":[97,226],"medication-related":[98],"alerts.":[100,112,181],"described":[103],"use":[105,117],"a":[107,128,154],"multidisciplinary":[108,161],"committee":[109],"optimize":[111,178],"Other":[113],"strategies":[114,210,238],"clinician":[119],"feedback,":[120],"alert":[121,141,157,220],"data,":[122],"literature":[123],"drug":[125],"references,":[126],"visual":[129],"dashboard.":[130],"Six":[131],"8":[134],"evaluations":[137,229],"their":[139,179],"modifications":[142],"following":[143],"adoption":[145],"optimization":[147,240],"strategies,":[148,206],"these,":[151],"5":[152],"reduction":[155],"rate.":[158],"CONCLUSIONS:":[159],"A":[160],"committee,":[162],"often":[163],"combination":[165],"with":[166],"other":[167],"approaches,":[168],"was":[169],"most":[171],"frequent":[172],"strategy":[173],"Due":[182],"limited":[185],"number":[186],"processes,":[189],"variation":[190],"system":[192],"changes,":[193],"evaluation":[195],"results,":[196],"we":[197],"unable":[199],"compare":[201],"effectiveness":[203],"different":[205],"although":[207],"employing":[208],"multiple":[209],"appears":[211],"be":[213],"an":[214],"approach":[216],"reducing":[218],"numbers.":[221],"We":[222],"recommend":[223],"report":[225],"descriptions":[227],"enable":[234],"identification":[235],"hospitals.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}