{"id":"https://openalex.org/W2950926117","doi":"https://doi.org/10.1093/jamia/ocz095","title":"Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review","display_name":"Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review","publication_year":2019,"publication_date":"2019-05-20","ids":{"openalex":"https://openalex.org/W2950926117","doi":"https://doi.org/10.1093/jamia/ocz095","mag":"2950926117","pmid":"https://pubmed.ncbi.nlm.nih.gov/31206159"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocz095","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz095","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/10/1141/34151859/ocz095.pdf","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":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/26/10/1141/34151859/ocz095.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074607605","display_name":"Mustafa Hussain","orcid":"https://orcid.org/0000-0003-0103-9516"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mustafa I Hussain","raw_affiliation_strings":["Department of Informatics, University of California, Irvine, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045579627","display_name":"Tera L Reynolds","orcid":"https://orcid.org/0000-0001-7536-5504"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tera L Reynolds","raw_affiliation_strings":["Department of Informatics, University of California, Irvine, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045981297","display_name":"Kai Zheng","orcid":"https://orcid.org/0000-0003-4121-4948"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Zheng","raw_affiliation_strings":["Department of Informatics, University of California, Irvine, Irvine, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074607605"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":19.3311,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.99239114,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"26","issue":"10","first_page":"1141","last_page":"1149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8090999722480774,"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":0.8090999722480774,"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/T10508","display_name":"Patient Safety and Medication Errors","score":0.08540000021457672,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"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":0.0203000009059906,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cinahl","display_name":"CINAHL","score":0.7862703800201416},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5194151401519775},{"id":"https://openalex.org/keywords/patient-safety","display_name":"Patient safety","score":0.45365065336227417},{"id":"https://openalex.org/keywords/delegation","display_name":"Delegation","score":0.4532306492328644},{"id":"https://openalex.org/keywords/checklist","display_name":"Checklist","score":0.4340212941169739},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4316043257713318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.308840274810791},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2505311965942383},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.24935227632522583},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.23007503151893616},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.16271859407424927},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.14466294646263123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10885292291641235}],"concepts":[{"id":"https://openalex.org/C2781145037","wikidata":"https://www.wikidata.org/wiki/Q5011772","display_name":"CINAHL","level":3,"score":0.7862703800201416},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5194151401519775},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.45365065336227417},{"id":"https://openalex.org/C86532276","wikidata":"https://www.wikidata.org/wiki/Q1184065","display_name":"Delegation","level":2,"score":0.4532306492328644},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.4340212941169739},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4316043257713318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.308840274810791},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2505311965942383},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.24935227632522583},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.23007503151893616},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.16271859407424927},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.14466294646263123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10885292291641235},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","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":"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":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","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":"D055695","descriptor_name":"Electronic Prescribing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055695","descriptor_name":"Electronic Prescribing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055695","descriptor_name":"Electronic Prescribing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/jamia/ocz095","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz095","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/10/1141/34151859/ocz095.pdf","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:31206159","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31206159","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:6748819","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6748819","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt4rz0b02v","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4rz0b02v","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt4v79x7m6","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/4v79x7m6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocz095","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz095","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/10/1141/34151859/ocz095.pdf","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1080478560","display_name":null,"funder_award_id":"UL1 TR001414","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G20197149","display_name":null,"funder_award_id":"UL1 TR001414","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306106","display_name":"U.S. Department of Education","ror":"https://ror.org/021adze67"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W15958437","https://openalex.org/W154026027","https://openalex.org/W170349361","https://openalex.org/W1155385988","https://openalex.org/W1551991371","https://openalex.org/W1557496348","https://openalex.org/W1780335946","https://openalex.org/W1833822692","https://openalex.org/W1840764157","https://openalex.org/W1857303063","https://openalex.org/W1891950773","https://openalex.org/W1952748834","https://openalex.org/W1969908081","https://openalex.org/W1982792160","https://openalex.org/W1984407149","https://openalex.org/W1993904780","https://openalex.org/W1995660389","https://openalex.org/W2007088723","https://openalex.org/W2008174801","https://openalex.org/W2014151618","https://openalex.org/W2020135901","https://openalex.org/W2023103636","https://openalex.org/W2023248069","https://openalex.org/W2031399366","https://openalex.org/W2039590334","https://openalex.org/W2040218371","https://openalex.org/W2043588464","https://openalex.org/W2043591793","https://openalex.org/W2044859414","https://openalex.org/W2050857070","https://openalex.org/W2057322537","https://openalex.org/W2069340802","https://openalex.org/W2083062358","https://openalex.org/W2090222086","https://openalex.org/W2106619657","https://openalex.org/W2107318542","https://openalex.org/W2110922423","https://openalex.org/W2111489845","https://openalex.org/W2111700638","https://openalex.org/W2115441252","https://openalex.org/W2115513526","https://openalex.org/W2122644388","https://openalex.org/W2128688562","https://openalex.org/W2131563119","https://openalex.org/W2137967128","https://openalex.org/W2138317359","https://openalex.org/W2142148397","https://openalex.org/W2143158333","https://openalex.org/W2143293826","https://openalex.org/W2144579238","https://openalex.org/W2148460202","https://openalex.org/W2155767215","https://openalex.org/W2156098321","https://openalex.org/W2162040788","https://openalex.org/W2162190913","https://openalex.org/W2168367580","https://openalex.org/W2199113536","https://openalex.org/W2303732155","https://openalex.org/W2329423970","https://openalex.org/W2345945391","https://openalex.org/W2396349321","https://openalex.org/W2413431261","https://openalex.org/W2508858090","https://openalex.org/W2512061239","https://openalex.org/W2518573460","https://openalex.org/W2550283493","https://openalex.org/W2557811601","https://openalex.org/W2751028549","https://openalex.org/W2768032427","https://openalex.org/W2786366602","https://openalex.org/W2788612213","https://openalex.org/W2800253352","https://openalex.org/W2891105177","https://openalex.org/W2913834801","https://openalex.org/W2991792334","https://openalex.org/W3123807446","https://openalex.org/W4212838134","https://openalex.org/W4240266056","https://openalex.org/W4285719527","https://openalex.org/W6600648008","https://openalex.org/W6705113707","https://openalex.org/W6712013915","https://openalex.org/W6729163288","https://openalex.org/W6743755035","https://openalex.org/W6748246593"],"related_works":["https://openalex.org/W4234875088","https://openalex.org/W2013796470","https://openalex.org/W2420514274","https://openalex.org/W2001467811","https://openalex.org/W4362687946","https://openalex.org/W1971633942","https://openalex.org/W2902805979","https://openalex.org/W2969972828","https://openalex.org/W2987114614","https://openalex.org/W2808458916"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Alert":[1,230],"fatigue":[2,231],"limits":[3],"the":[4,72,88,107,113,138,166,187,194,211,218,224,237],"effectiveness":[5],"of":[6,12,91,116,159,189,213,221,226,240],"medication":[7],"safety":[8],"alerts,":[9],"a":[10,92,178],"type":[11,158],"computerized":[13],"clinical":[14,30,97,246],"decision":[15],"support":[16],"(CDS).":[17],"Researchers":[18],"have":[19],"suggested":[20],"alternative":[21,126,200,254],"interactive":[22,89,238],"designs,":[23,127,255],"as":[24,26,129],"well":[25],"tailoring":[27,183,243],"alerts":[28,34,43],"to":[29,38,47,51,95,180,185,202,245,252,257,261],"roles.":[31,247],"As":[32],"examples,":[33],"may":[35,44,232],"be":[36,45,233],"tiered":[37],"convey":[39],"risk,":[40,171],"and":[41,69,76,102,182,191,223,242,256],"certain":[42],"sent":[46],"pharmacists.":[48],"We":[49,62,79,143],"aimed":[50],"evaluate":[52],"which":[53,96,161],"variants":[54],"elicit":[55],"less":[56],"alert":[57],"fatigue.":[58],"MATERIALS":[59],"AND":[60],"METHODS:":[61],"searched":[63],"for":[64,147,174],"articles":[65,81,135],"published":[66],"between":[67],"2007":[68],"2017":[70],"using":[71],"PubMed,":[73],"Embase,":[74],"CINAHL,":[75],"Cochrane":[77],"databases.":[78],"included":[80,141],"documenting":[82],"peer-reviewed":[83],"empirical":[84],"research":[85,249],"that":[86],"described":[87],"design":[90],"CDS":[93,184,241,244],"system,":[94],"role":[98,206],"it":[99],"was":[100],"presented,":[101],"how":[103],"often":[104],"prescribers":[105,119,192],"accepted":[106,165],"resultant":[108],"advice.":[109],"Next,":[110],"we":[111,140],"compared":[112],"acceptance":[114,149],"rates":[115],"conventional":[117],"CDS-presenting":[118],"with":[120],"interruptive":[121],"modal":[122],"dialogs":[123],"(ie,":[124],"\"pop-ups\")-with":[125],"such":[128],"role-tailored":[130],"alerts.":[131],"RESULTS:":[132],"Of":[133],"1011":[134],"returned":[136],"by":[137,170,235],"search,":[139],"39.":[142],"found":[144],"different":[145],"methods":[146,260],"measuring":[148],"rates;":[150],"these":[151],"produced":[152],"incomparable":[153],"results.":[154],"The":[155],"most":[156,195],"common":[157,175,196],"CDS-in":[160],"modals":[162],"interrupted":[163],"prescribers-was":[164],"least":[167],"often.":[168],"Tiering":[169],"providing":[172],"shortcuts":[173],"corrections,":[176],"requiring":[177],"reason":[179],"override,":[181],"match":[186],"roles":[188],"pharmacists":[190],"were":[193],"alternatives.":[197],"Only":[198],"1":[199],"appeared":[201],"increase":[203],"prescriber":[204],"acceptance:":[205],"tailoring.":[207],"Possible":[208],"reasons":[209],"include":[210],"importance":[212],"etiquette":[214],"in":[215],"delivering":[216],"advice,":[217],"cognitive":[219],"benefits":[220],"delegation,":[222],"difficulties":[225],"computing":[227],"\"relevance.\"":[228],"CONCLUSIONS:":[229],"mitigated":[234],"redesigning":[236],"behavior":[239],"Further":[248],"is":[250],"needed":[251],"develop":[253],"standardize":[258],"measurement":[259],"enable":[262],"meta-analyses.":[263]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}