{"id":"https://openalex.org/W4285030685","doi":"https://doi.org/10.1093/jamia/ocac110","title":"Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis","display_name":"Design, effectiveness, and economic outcomes of contemporary chronic disease clinical decision support systems: a systematic review and meta-analysis","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4285030685","doi":"https://doi.org/10.1093/jamia/ocac110","pmid":"https://pubmed.ncbi.nlm.nih.gov/35818299"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocac110","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac110","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1757/45798210/ocac110.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/29/10/1757/45798210/ocac110.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103122157","display_name":"W. T. Chen","orcid":"https://orcid.org/0000-0002-3473-3080"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Winnie Chen","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3473-3080","affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077107645","display_name":"Kirsten Howard","orcid":"https://orcid.org/0000-0002-0918-7540"},"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":"Kirsten Howard","raw_affiliation_strings":["School of Public Health, Faculty of Medicine and Health, University of Sydney , Sydney, New South Wales, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health, Faculty of Medicine and Health, University of Sydney , Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069208625","display_name":"Gillian Gorham","orcid":"https://orcid.org/0000-0002-9814-2204"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gillian Gorham","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017215723","display_name":"Claire Maree O\u2019Bryan","orcid":null},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claire Maree O\u2019Bryan","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019004398","display_name":"Patrick Coffey","orcid":null},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Patrick Coffey","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005494242","display_name":"Bhavya Balasubramanya","orcid":"https://orcid.org/0000-0003-3556-4722"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bhavya Balasubramanya","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005392190","display_name":"Asanga Abeyaratne","orcid":"https://orcid.org/0000-0003-3153-5051"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Asanga Abeyaratne","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024768204","display_name":"Alan Cass","orcid":"https://orcid.org/0000-0002-3923-3173"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]},{"id":"https://openalex.org/I4210085939","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82","country_code":"AU","type":"funder","lineage":["https://openalex.org/I4210085939"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alan Cass","raw_affiliation_strings":["Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Menzies School of Health Research, Charles Darwin University , Casuarina, Northern Territory, Australia","institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5103122157"],"corresponding_institution_ids":["https://openalex.org/I29894533","https://openalex.org/I4210085939"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":8.2102,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.9744371,"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":"1757","last_page":"1772"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8457000255584717,"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":0.8457000255584717,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.044199999421834946,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.00860000029206276,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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":0.8755159378051758},{"id":"https://openalex.org/keywords/econlit","display_name":"EconLit","score":0.7424218654632568},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.687018632888794},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6153289675712585},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.5985821485519409},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.570945143699646},{"id":"https://openalex.org/keywords/economic-evaluation","display_name":"Economic evaluation","score":0.5280963778495789},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4989943504333496},{"id":"https://openalex.org/keywords/cost-effectiveness","display_name":"Cost effectiveness","score":0.4694397449493408},{"id":"https://openalex.org/keywords/psycinfo","display_name":"PsycINFO","score":0.4543740451335907},{"id":"https://openalex.org/keywords/clinical-study-design","display_name":"Clinical study design","score":0.4471641778945923},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.1994175910949707},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.17566660046577454},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.12575021386146545},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1021147072315216}],"concepts":[{"id":"https://openalex.org/C2781145037","wikidata":"https://www.wikidata.org/wiki/Q5011772","display_name":"CINAHL","level":3,"score":0.8755159378051758},{"id":"https://openalex.org/C2778980733","wikidata":"https://www.wikidata.org/wiki/Q5333315","display_name":"EconLit","level":3,"score":0.7424218654632568},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.687018632888794},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6153289675712585},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.5985821485519409},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.570945143699646},{"id":"https://openalex.org/C2776125615","wikidata":"https://www.wikidata.org/wiki/Q18391886","display_name":"Economic evaluation","level":2,"score":0.5280963778495789},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4989943504333496},{"id":"https://openalex.org/C3019080777","wikidata":"https://www.wikidata.org/wiki/Q1754768","display_name":"Cost effectiveness","level":2,"score":0.4694397449493408},{"id":"https://openalex.org/C2779549880","wikidata":"https://www.wikidata.org/wiki/Q5542226","display_name":"PsycINFO","level":3,"score":0.4543740451335907},{"id":"https://openalex.org/C148482608","wikidata":"https://www.wikidata.org/wiki/Q17007018","display_name":"Clinical study design","level":3,"score":0.4471641778945923},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.1994175910949707},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.17566660046577454},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.12575021386146545},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1021147072315216},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003362","descriptor_name":"Cost-Benefit Analysis","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":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":3,"locations":[{"id":"doi:10.1093/jamia/ocac110","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac110","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1757/45798210/ocac110.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:35818299","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35818299","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:9471723","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9471723","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocac110","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocac110","pdf_url":"https://academic.oup.com/jamia/article-pdf/29/10/1757/45798210/ocac110.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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313710","display_name":"Menzies School of Health Research","ror":"https://ror.org/006mbby82"},{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320595","display_name":"Royal Australian College of General Practitioners","ror":"https://ror.org/03c6kd554"},{"id":"https://openalex.org/F4320320993","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285030685.pdf","grobid_xml":"https://content.openalex.org/works/W4285030685.grobid-xml"},"referenced_works_count":176,"referenced_works":["https://openalex.org/W74092806","https://openalex.org/W82638990","https://openalex.org/W321069027","https://openalex.org/W1545748530","https://openalex.org/W1562055382","https://openalex.org/W1573976379","https://openalex.org/W1638456921","https://openalex.org/W1908880493","https://openalex.org/W1965070762","https://openalex.org/W1966273830","https://openalex.org/W1966553178","https://openalex.org/W1981441098","https://openalex.org/W1982689536","https://openalex.org/W1988649435","https://openalex.org/W1990045837","https://openalex.org/W1991128136","https://openalex.org/W1993773603","https://openalex.org/W1996771848","https://openalex.org/W2002601712","https://openalex.org/W2008519433","https://openalex.org/W2020594593","https://openalex.org/W2024353909","https://openalex.org/W2031093662","https://openalex.org/W2034278128","https://openalex.org/W2038688076","https://openalex.org/W2050059977","https://openalex.org/W2059459859","https://openalex.org/W2063517554","https://openalex.org/W2066400953","https://openalex.org/W2069340802","https://openalex.org/W2073924861","https://openalex.org/W2081774044","https://openalex.org/W2085645128","https://openalex.org/W2088906958","https://openalex.org/W2097855313","https://openalex.org/W2098044946","https://openalex.org/W2101345720","https://openalex.org/W2101779701","https://openalex.org/W2102728199","https://openalex.org/W2104030526","https://openalex.org/W2104793920","https://openalex.org/W2108862571","https://openalex.org/W2110444220","https://openalex.org/W2110577431","https://openalex.org/W2113571785","https://openalex.org/W2114990448","https://openalex.org/W2115441252","https://openalex.org/W2118695211","https://openalex.org/W2120734570","https://openalex.org/W2136375912","https://openalex.org/W2137225234","https://openalex.org/W2142526493","https://openalex.org/W2143025931","https://openalex.org/W2145371590","https://openalex.org/W2147784953","https://openalex.org/W2148284486","https://openalex.org/W2148482036","https://openalex.org/W2153608242","https://openalex.org/W2155170531","https://openalex.org/W2157048891","https://openalex.org/W2159312907","https://openalex.org/W2159629092","https://openalex.org/W2161488224","https://openalex.org/W2166492130","https://openalex.org/W2168061372","https://openalex.org/W2181762577","https://openalex.org/W2186415195","https://openalex.org/W2188171963","https://openalex.org/W2267084137","https://openalex.org/W2268668026","https://openalex.org/W2331417073","https://openalex.org/W2419121537","https://openalex.org/W2470269599","https://openalex.org/W2511272986","https://openalex.org/W2543885274","https://openalex.org/W2547215488","https://openalex.org/W2562123090","https://openalex.org/W2563721269","https://openalex.org/W2564966959","https://openalex.org/W2582258891","https://openalex.org/W2593880123","https://openalex.org/W2594545449","https://openalex.org/W2594848887","https://openalex.org/W2598366154","https://openalex.org/W2601503101","https://openalex.org/W2620810984","https://openalex.org/W2622474439","https://openalex.org/W2625945292","https://openalex.org/W2726902786","https://openalex.org/W2735590726","https://openalex.org/W2750578126","https://openalex.org/W2756218509","https://openalex.org/W2758670572","https://openalex.org/W2766747599","https://openalex.org/W2784266172","https://openalex.org/W2786591238","https://openalex.org/W2787371898","https://openalex.org/W2787545580","https://openalex.org/W2794083991","https://openalex.org/W2798513298","https://openalex.org/W2802182813","https://openalex.org/W2810069662","https://openalex.org/W2810864135","https://openalex.org/W2885559138","https://openalex.org/W2888423716","https://openalex.org/W2888668484","https://openalex.org/W2889575688","https://openalex.org/W2897204236","https://openalex.org/W2902021870","https://openalex.org/W2903365215","https://openalex.org/W2907211962","https://openalex.org/W2917622645","https://openalex.org/W2919728406","https://openalex.org/W2920254859","https://openalex.org/W2922356361","https://openalex.org/W2922691146","https://openalex.org/W2924610085","https://openalex.org/W2946332120","https://openalex.org/W2950020099","https://openalex.org/W2950197636","https://openalex.org/W2950926117","https://openalex.org/W2971326254","https://openalex.org/W2972583225","https://openalex.org/W2991380967","https://openalex.org/W2992289061","https://openalex.org/W2994290001","https://openalex.org/W2995160317","https://openalex.org/W2998933518","https://openalex.org/W2999973144","https://openalex.org/W3000701649","https://openalex.org/W3004612364","https://openalex.org/W3007133930","https://openalex.org/W3008297699","https://openalex.org/W3008867523","https://openalex.org/W3012352416","https://openalex.org/W3021226128","https://openalex.org/W3026481603","https://openalex.org/W3030460584","https://openalex.org/W3037543259","https://openalex.org/W3045602214","https://openalex.org/W3064750188","https://openalex.org/W3080876114","https://openalex.org/W3081905191","https://openalex.org/W3084670330","https://openalex.org/W3086220598","https://openalex.org/W3086655774","https://openalex.org/W3092849554","https://openalex.org/W3097466121","https://openalex.org/W3117705198","https://openalex.org/W3118615836","https://openalex.org/W3128566614","https://openalex.org/W3139092266","https://openalex.org/W3153868122","https://openalex.org/W3155225494","https://openalex.org/W3164086861","https://openalex.org/W3187814586","https://openalex.org/W3189109866","https://openalex.org/W3196967285","https://openalex.org/W4200520853","https://openalex.org/W4206058580","https://openalex.org/W4221057293","https://openalex.org/W4233740607","https://openalex.org/W4238666307","https://openalex.org/W4385679484","https://openalex.org/W6602977050","https://openalex.org/W6603355423","https://openalex.org/W6632706788","https://openalex.org/W6634493472","https://openalex.org/W6674865229","https://openalex.org/W6686539332","https://openalex.org/W6686640715","https://openalex.org/W6729392552","https://openalex.org/W6738762221","https://openalex.org/W6747905107","https://openalex.org/W6748010057","https://openalex.org/W6776848442"],"related_works":["https://openalex.org/W2034082734","https://openalex.org/W4293052243","https://openalex.org/W2083822965","https://openalex.org/W2953993481","https://openalex.org/W1972388955","https://openalex.org/W2320835815","https://openalex.org/W2519473960","https://openalex.org/W2564342609","https://openalex.org/W4381662276","https://openalex.org/W1982007038"],"abstract_inverted_index":{"OBJECTIVES:":[0],"Electronic":[1],"health":[2,13,69],"record-based":[3,70],"clinical":[4,146],"decision":[5,230],"support":[6],"(CDS)":[7],"has":[8],"the":[9,19,53,65,77,120,130,151],"potential":[10],"to":[11,55,59,182,211,232],"improve":[12],"outcomes.":[14,118],"This":[15],"systematic":[16],"review":[17,107],"investigates":[18],"design,":[20],"effectiveness,":[21],"and":[22,47,71,88,100,114,142,147,195,200,216,235],"economic":[23,94,117,152,156,226],"outcomes":[24,95,113],"of":[25,49,76,167,221],"CDS":[26,66,131,168,193,204],"targeting":[27],"several":[28],"common":[29],"chronic":[30,79,84,191],"diseases.":[31],"MATERIAL":[32],"AND":[33],"METHODS:":[34],"We":[35,51,188],"conducted":[36],"a":[37,101,125,162],"search":[38,54],"in":[39,213],"PubMed":[40],"(Medline),":[41],"EBSCOHOST":[42],"(CINAHL,":[43],"APA":[44],"PsychInfo,":[45],"EconLit),":[46],"Web":[48],"Science.":[50],"limited":[52,145],"studies":[56,110],"from":[57,224,238],"2011":[58],"2021.":[60],"Studies":[61,90],"were":[62,96,140],"included":[63,108],"if":[64],"was":[67,103],"electronic":[68],"targeted":[72],"one":[73],"or":[74,93],"more":[75],"following":[78],"diseases:":[80],"cardiovascular":[81],"disease,":[82,86],"diabetes,":[83],"kidney":[85],"hypertension,":[87],"hypercholesterolemia.":[89],"with":[91,111,116,144,173],"effectiveness":[92,112,121,199],"considered":[97],"for":[98,203],"inclusion,":[99],"meta-analysis":[102,135],"conducted.":[104],"RESULTS:":[105],"The":[106,198],"76":[109],"9":[115],"Of":[119,150],"studies,":[122,153,172],"63%":[123],"described":[124],"positive":[126],"outcome":[127],"that":[128,137],"favored":[129],"intervention":[132],"group.":[133],"However,":[134],"demonstrated":[136],"effect":[138],"sizes":[139],"heterogenous":[141],"small,":[143],"statistical":[148],"significance.":[149],"most":[154],"full":[155],"evaluations":[157],"(n":[158],"=":[159],"5)":[160],"used":[161],"modeled":[163,225],"analysis":[164],"approach.":[165],"Cost-effectiveness":[166],"varied":[169],"widely":[170],"between":[171,180],"an":[174],"estimated":[175],"incremental":[176],"cost-effectiveness":[177,201],"ratio":[178],"ranging":[179],"USD$2192":[181],"USD$151":[183],"955":[184],"per":[185],"QALY.":[186],"CONCLUSION:":[187],"summarize":[189],"contemporary":[190],"disease":[192],"designs":[194],"evaluation":[196,217],"results.":[197],"results":[202,237],"interventions":[205],"are":[206],"highly":[207],"heterogeneous,":[208],"likely":[209],"due":[210],"differences":[212],"implementation":[214],"context":[215],"methodology.":[218],"Improved":[219],"quality":[220],"reporting,":[222],"particularly":[223],"evaluations,":[227],"would":[228],"assist":[229],"makers":[231],"better":[233],"interpret":[234],"utilize":[236],"these":[239],"primary":[240],"research":[241],"studies.":[242],"REGISTRATION:":[243],"PROSPERO":[244],"(CRD42020203716).":[245]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}