{"id":"https://openalex.org/W2106720074","doi":"https://doi.org/10.1136/amiajnl-2012-001144","title":"Syndromic surveillance for health information system failures: a feasibility study","display_name":"Syndromic surveillance for health information system failures: a feasibility study","publication_year":2012,"publication_date":"2012-11-26","ids":{"openalex":"https://openalex.org/W2106720074","doi":"https://doi.org/10.1136/amiajnl-2012-001144","mag":"2106720074","pmid":"https://pubmed.ncbi.nlm.nih.gov/23184193"},"language":"en","primary_location":{"id":"doi:10.1136/amiajnl-2012-001144","is_oa":false,"landing_page_url":"https://doi.org/10.1136/amiajnl-2012-001144","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113752181","display_name":"Mei-Sing Ong","orcid":null},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"M.-S. Ong","raw_affiliation_strings":["Centre for Health Informatics, University of New South Wales, Sydney, Australia. m.ong@unsw.edu.au","Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of New South Wales, Sydney, Australia. m.ong@unsw.edu.au","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036279488","display_name":"Farah Magrabi","orcid":"https://orcid.org/0000-0002-8426-5588"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"F. Magrabi","raw_affiliation_strings":["Centre for Health Informatics, University of New South Wales, Sydney, Australia","Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088581420","display_name":"Enrico Coiera","orcid":"https://orcid.org/0000-0002-6444-6584"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"E. Coiera","raw_affiliation_strings":["Centre for Health Informatics, University of New South Wales, Sydney, Australia","Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Informatics, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Centre for Health Informatics, University of#N#                    New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113752181"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.5533,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.82512261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"3","first_page":"506","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.8676999807357788,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.8676999807357788,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.04450000077486038,"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/T14400","display_name":"Medical Coding and Health Information","score":0.029600000008940697,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-loss","display_name":"Data loss","score":0.6386376619338989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5996371507644653},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5561502575874329},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4608696401119232},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3952274024486542},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3943171203136444},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3630501627922058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17786148190498352},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12999436259269714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09817004203796387}],"concepts":[{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.6386376619338989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5996371507644653},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5561502575874329},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4608696401119232},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3952274024486542},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3943171203136444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3630501627922058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17786148190498352},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12999436259269714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09817004203796387},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002984","descriptor_name":"Clinical Laboratory Information Systems","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D002984","descriptor_name":"Clinical Laboratory Information Systems","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D002984","descriptor_name":"Clinical Laboratory Information Systems","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","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":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011159","descriptor_name":"Population Surveillance","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011159","descriptor_name":"Population Surveillance","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011159","descriptor_name":"Population Surveillance","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063005","descriptor_name":"Health Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063005","descriptor_name":"Health Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063005","descriptor_name":"Health Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1136/amiajnl-2012-001144","is_oa":false,"landing_page_url":"https://doi.org/10.1136/amiajnl-2012-001144","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:23184193","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23184193","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:europepmc.org:2980677","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3628054","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"},{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1534346297","https://openalex.org/W1975504213","https://openalex.org/W1977474759","https://openalex.org/W2010212762","https://openalex.org/W2014769120","https://openalex.org/W2018184289","https://openalex.org/W2030246418","https://openalex.org/W2044503966","https://openalex.org/W2077496757","https://openalex.org/W2118977460","https://openalex.org/W2121088054","https://openalex.org/W2126578155","https://openalex.org/W2127433315","https://openalex.org/W2130211612","https://openalex.org/W2149257123","https://openalex.org/W2154531209","https://openalex.org/W2154819057","https://openalex.org/W2155713541","https://openalex.org/W2157113895","https://openalex.org/W2161088630","https://openalex.org/W2165241396","https://openalex.org/W2241024151","https://openalex.org/W2398786667","https://openalex.org/W3146166473","https://openalex.org/W4231530532"],"related_works":["https://openalex.org/W2378757965","https://openalex.org/W4224903346","https://openalex.org/W1593262897","https://openalex.org/W2372869593","https://openalex.org/W2384194537","https://openalex.org/W2031011156","https://openalex.org/W1991935520","https://openalex.org/W2368745429","https://openalex.org/W2067940999","https://openalex.org/W2369984616"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"explore":[2],"the":[3,11,79,85,98,116,147,150,158,182,188,207,216,243],"applicability":[4],"of":[5,14,93,97,115,155,168,190,200,246],"a":[6,30,35,65,153,166,178,223],"syndromic":[7,23],"surveillance":[8,24,231],"method":[9],"to":[10,28,70,109,118,139,219,227,237,241],"early":[12,244],"detection":[13,189,245],"health":[15],"information":[16,32],"technology":[17],"(HIT)":[18],"system":[19,25,33,73,121],"failures.":[20,247],"METHODS:":[21],"A":[22],"was":[26,69,123,162,185,204,210],"developed":[27],"monitor":[29,238],"laboratory":[31,44],"at":[34,78,84,146],"tertiary":[36],"hospital.":[37],"Four":[38],"indices":[39,99],"were":[40,100,107],"monitored:":[41],"(1)":[42],"total":[43,49,61],"records":[45,50],"being":[46],"created;":[47],"(2)":[48],"with":[51,133,173],"missing":[52,191],"results;":[53,58],"(3)":[54],"average":[55],"serum":[56,194],"potassium":[57,195],"and":[59,90,102,197],"(4)":[60],"duplicated":[62],"tests":[63],"on":[64],"patient.":[66],"The":[67,113],"goal":[68],"detect":[71,110,119],"HIT":[72,120,239],"failures":[74,122],"causing:":[75],"data":[76,82,144],"loss":[77,83,145],"record":[80,148],"level;":[81,87],"field":[86],"erroneous":[88,193],"data;":[89],"unintended":[91,198],"duplication":[92],"data.":[94],"Time-series":[95],"models":[96,117],"constructed,":[101],"statistical":[103],"process":[104],"control":[105],"charts":[106],"used":[108],"unexpected":[111],"behaviors.":[112],"ability":[114],"evaluated":[124],"using":[125],"simulated":[126,159],"failures,":[127],"each":[128],"lasting":[129],"for":[130],"24":[131],"h,":[132],"error":[134,160,175,183,208,217],"rates":[135],"ranging":[136],"from":[137],"1%":[138,220],"35%.":[140,186],"RESULTS:":[141],"In":[142,187],"detecting":[143],"level,":[149],"model":[151],"achieved":[152],"sensitivity":[154,180,203,226],"0.26":[156],"when":[157,181,206],"rate":[161,184,209,218],"1%,":[163],"while":[164],"maintaining":[165],"specificity":[167],"0.98.":[169],"Detection":[170],"performance":[171],"improved":[172],"increasing":[174],"rates,":[176],"achieving":[177],"perfect":[179,202],"results,":[192],"results":[196],"repetition":[199],"tests,":[201],"attained":[205],"as":[211,213],"small":[212],"5%.":[214],"Decreasing":[215],"resulted":[221],"in":[222,225],"drop":[224],"0.65-0.85.":[228],"CONCLUSIONS:":[229],"Syndromic":[230],"methods":[232],"can":[233],"potentially":[234],"be":[235],"applied":[236],"systems,":[240],"facilitate":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}