{"id":"https://openalex.org/W4282921868","doi":"https://doi.org/10.1093/jamia/ocac094","title":"Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials","display_name":"Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials","publication_year":2022,"publication_date":"2022-06-11","ids":{"openalex":"https://openalex.org/W4282921868","doi":"https://doi.org/10.1093/jamia/ocac094","pmid":"https://pubmed.ncbi.nlm.nih.gov/35689652"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocac094","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac094","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1773/45798292/ocac094.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/article-pdf/29/10/1773/45798292/ocac094.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026954891","display_name":"Charis Xuan Xie","orcid":"https://orcid.org/0000-0002-0029-9159"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Charis Xuan Xie","raw_affiliation_strings":["Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London , London, UK"],"raw_orcid":"https://orcid.org/0000-0002-0029-9159","affiliations":[{"raw_affiliation_string":"Wolfson Institute of Population Health, Barts and The London School of Medicine and Dentistry, Queen Mary University of London , London, UK","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033113256","display_name":"Qiuzhe Chen","orcid":"https://orcid.org/0000-0001-5651-6717"},"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"]},{"id":"https://openalex.org/I4210116254","display_name":"Institute for Musculoskeletal Health","ror":"https://ror.org/038axdp29","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210116254"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qiuzhe Chen","raw_affiliation_strings":["Institute for Musculoskeletal Health , Sydney, NSW, Australia","Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney , Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Musculoskeletal Health , Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210116254"]},{"raw_affiliation_string":"Sydney School of Public Health, 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/A5015365351","display_name":"Cesar A. Hincapi\u00e9","orcid":"https://orcid.org/0000-0002-7257-8122"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Cesar A Hincapi\u00e9","raw_affiliation_strings":["Department of Chiropractic Medicine, Faculty of Medicine, University of Zurich and Balgrist University Hospital , Zurich, Switzerland","Epidemiology, Biostatistics and Prevention Institute, University of Zurich , Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chiropractic Medicine, Faculty of Medicine, University of Zurich and Balgrist University Hospital , Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057","https://openalex.org/I202697423"]},{"raw_affiliation_string":"Epidemiology, Biostatistics and Prevention Institute, University of Zurich , Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049583447","display_name":"L\u00e9onie Hofstetter","orcid":"https://orcid.org/0000-0001-6335-5149"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"L\u00e9onie Hofstetter","raw_affiliation_strings":["Department of Chiropractic Medicine, Faculty of Medicine, University of Zurich and Balgrist University Hospital , Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chiropractic Medicine, Faculty of Medicine, University of Zurich and Balgrist University Hospital , Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012328768","display_name":"Christopher G. Maher","orcid":"https://orcid.org/0000-0002-1628-7857"},"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"]},{"id":"https://openalex.org/I4210116254","display_name":"Institute for Musculoskeletal Health","ror":"https://ror.org/038axdp29","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210116254"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chris G Maher","raw_affiliation_strings":["Institute for Musculoskeletal Health , Sydney, NSW, Australia","Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney , Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Musculoskeletal Health , Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210116254"]},{"raw_affiliation_string":"Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney , Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045276959","display_name":"Gustavo C Machado","orcid":"https://orcid.org/0000-0002-8544-0448"},"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"]},{"id":"https://openalex.org/I4210116254","display_name":"Institute for Musculoskeletal Health","ror":"https://ror.org/038axdp29","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210116254"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gustavo C Machado","raw_affiliation_strings":["Institute for Musculoskeletal Health , Sydney, NSW, Australia","Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney , Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Musculoskeletal Health , Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210116254"]},{"raw_affiliation_string":"Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney , Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026954891"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":4.3542,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.97752283,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"10","first_page":"1773","last_page":"1785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10897","display_name":"Antibiotic Use and Resistance","score":0.28040000796318054,"subfield":{"id":"https://openalex.org/subfields/2402","display_name":"Applied Microbiology and Biotechnology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10897","display_name":"Antibiotic Use and Resistance","score":0.28040000796318054,"subfield":{"id":"https://openalex.org/subfields/2402","display_name":"Applied Microbiology and Biotechnology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.14270000159740448,"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/T10629","display_name":"Health Policy Implementation Science","score":0.08030000329017639,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/medicine","display_name":"Medicine","score":0.7600191235542297},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.6360202431678772},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6227031350135803},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.6103067398071289},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.5253847241401672},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.5198643207550049},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5029053092002869},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.4738203287124634},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4386163353919983},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.43774980306625366},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.36682429909706116},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.34412333369255066},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3333088755607605},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2079634666442871},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1876882016658783},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.1294099986553192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.09012183547019958}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7600191235542297},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.6360202431678772},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6227031350135803},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.6103067398071289},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.5253847241401672},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.5198643207550049},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5029053092002869},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.4738203287124634},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4386163353919983},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.43774980306625366},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.36682429909706116},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.34412333369255066},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3333088755607605},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2079634666442871},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1876882016658783},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.1294099986553192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09012183547019958},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","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":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016032","descriptor_name":"Randomized Controlled Trials as Topic","qualifier_ui":null,"qualifier_name":null,"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}],"locations_count":6,"locations":[{"id":"doi:10.1093/jamia/ocac094","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac094","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1773/45798292/ocac094.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:35689652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35689652","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:www.zora.uzh.ch:226911","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Xie, Charis Xuan; Chen, Qiuzhe; Hincapi\u00e9, Cesar A; Hofstetter, L\u00e9onie; Maher, Chris G; Machado, Gustavo C  (2022). Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials.  Journal of the American Medical Informatics Association (JAMIA), 29(10):1773-1785.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:9471705","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9471705","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/79027","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/79027","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"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":"doi:10.5167/uzh-226911","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-226911","pdf_url":null,"source":{"id":"https://openalex.org/S7407051291","display_name":"Universit\u00e4t Z\u00fcrich, ZORA","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocac094","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac094","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1773/45798292/ocac094.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282921868.pdf","grobid_xml":"https://content.openalex.org/works/W4282921868.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W206014015","https://openalex.org/W2005501262","https://openalex.org/W2010505320","https://openalex.org/W2020526704","https://openalex.org/W2036134357","https://openalex.org/W2074081053","https://openalex.org/W2082302018","https://openalex.org/W2097831015","https://openalex.org/W2097974960","https://openalex.org/W2102737627","https://openalex.org/W2103387654","https://openalex.org/W2105501846","https://openalex.org/W2118251800","https://openalex.org/W2122565800","https://openalex.org/W2136608905","https://openalex.org/W2138461665","https://openalex.org/W2140891189","https://openalex.org/W2150412766","https://openalex.org/W2165010366","https://openalex.org/W2438583920","https://openalex.org/W2515027260","https://openalex.org/W2561642023","https://openalex.org/W2611998760","https://openalex.org/W2803565840","https://openalex.org/W2884404890","https://openalex.org/W2885559138","https://openalex.org/W2894796701","https://openalex.org/W2921785103","https://openalex.org/W2941757827","https://openalex.org/W2950020099","https://openalex.org/W2970684805","https://openalex.org/W3033628478","https://openalex.org/W3034936269","https://openalex.org/W3081279180","https://openalex.org/W3086655774","https://openalex.org/W3093826111","https://openalex.org/W3134673841","https://openalex.org/W3202092474","https://openalex.org/W4232616492","https://openalex.org/W6608328891","https://openalex.org/W6675791448","https://openalex.org/W6761930103"],"related_works":["https://openalex.org/W4221062712","https://openalex.org/W3023071855","https://openalex.org/W2990818753","https://openalex.org/W2066421181","https://openalex.org/W2613500776","https://openalex.org/W2980822038","https://openalex.org/W2810571226","https://openalex.org/W4307886210","https://openalex.org/W3178687183","https://openalex.org/W2905689239"],"abstract_inverted_index":{"BACKGROUND:":[0],"Clinical":[1],"dashboards":[2,44,144,185,223],"used":[3,45,231],"as":[4,46,145,186,232],"audit":[5],"and":[6,70,103,115,148,157,208,230,246],"feedback":[7,233],"(A&amp;F)":[8],"or":[9,29,48,55,64,234],"clinical":[10,43,143],"decision":[11,235],"support":[12,236],"systems":[13,229],"(CDSS)":[14],"are":[15],"increasingly":[16],"adopted":[17],"in":[18,23,61,154,171,178,243],"healthcare.":[19],"However,":[20],"their":[21],"effectiveness":[22,41],"changing":[24],"the":[25,40,93,98,105,128,131],"behavior":[26],"of":[27,42,57,95,107,130,188,194,202],"clinicians":[28],"patients":[30,172,203],"is":[31,219],"still":[32],"unclear.":[33],"This":[34],"systematic":[35],"review":[36],"aims":[37],"to":[38,84,126,164],"investigate":[39],"CDSS":[47],"A&amp;F":[49],"tools":[50,237],"(as":[51],"a":[52,58],"standalone":[53,146],"intervention":[54,116],"part":[56,187],"multifaceted":[59],"intervention)":[60],"primary":[62],"care":[63],"hospital":[65],"settings":[66],"on":[67,112,152,160],"medication":[68,169,244],"prescription/adherence":[69],"test":[71,247],"ordering.":[72,248],"METHODS:":[73],"Seven":[74],"major":[75],"databases":[76],"were":[77,119,138],"searched":[78],"for":[79,196,212],"relevant":[80],"studies,":[81],"from":[82],"inception":[83],"August":[85],"2021.":[86],"Two":[87],"authors":[88],"independently":[89],"extracted":[90],"data,":[91],"assessed":[92],"risk":[94,206],"bias":[96],"using":[97,109],"Cochrane":[99],"RoB":[100],"II":[101],"scale,":[102],"evaluated":[104,142],"certainty":[106],"evidence":[108,151,221],"GRADE.":[110],"Data":[111],"trial":[113],"characteristics":[114],"effect":[117],"sizes":[118],"extracted.":[120],"A":[121],"narrative":[122],"synthesis":[123],"was":[124],"performed":[125],"summarize":[127],"findings":[129],"included":[132],"trials.":[133],"RESULTS:":[134],"Eleven":[135],"randomized":[136],"trials":[137,141,183],"included.":[139],"Eight":[140],"interventions":[147,190],"provided":[149],"conflicting":[150],"changes":[153],"antibiotic":[155,210],"prescribing":[156,162,211],"no":[158],"effects":[159],"statin":[161],"compared":[163],"usual":[165],"care.":[166],"Dashboards":[167],"increased":[168,200],"adherence":[170],"with":[173,241],"inflammatory":[174],"arthritis":[175],"but":[176],"not":[177],"kidney":[179],"transplant":[180],"recipients.":[181],"Three":[182],"investigated":[184],"multicomponent":[189],"revealing":[191],"decreased":[192],"use":[193,245],"opioids":[195],"low":[197],"back":[198],"pain,":[199],"proportion":[201],"receiving":[204],"cardiovascular":[205],"screening,":[207],"reduced":[209],"upper":[213],"respiratory":[214],"tract":[215],"infections.":[216],"CONCLUSION:":[217],"There":[218],"limited":[220],"that":[222],"integrated":[224],"into":[225],"electronic":[226],"medical":[227],"record":[228],"may":[238],"be":[239],"associated":[240],"improvements":[242]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
