{"id":"https://openalex.org/W1999601689","doi":"https://doi.org/10.1109/bibm.2014.6999265","title":"Systems modeling for reducing medication errors","display_name":"Systems modeling for reducing medication errors","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1999601689","doi":"https://doi.org/10.1109/bibm.2014.6999265","mag":"1999601689"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2014.6999265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2014.6999265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5050619335","display_name":"Eva K. Lee","orcid":"https://orcid.org/0000-0003-0415-4640"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eva K Lee","raw_affiliation_strings":["Center for Operations Research in Medicine and HealthCare"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Operations Research in Medicine and HealthCare","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091824376","display_name":"Deniz Cinalioglu","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deniz Cinalioglu","raw_affiliation_strings":["NSF I/UCRC Center for Health Organization Transformation","School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSF I/UCRC Center for Health Organization Transformation","institution_ids":[]},{"raw_affiliation_string":"School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hyojung Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyojung Kang","raw_affiliation_strings":["NSF I/UCRC Center for Health Organization Transformation","School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSF I/UCRC Center for Health Organization Transformation","institution_ids":[]},{"raw_affiliation_string":"School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109258876","display_name":"Niquelle Brown","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niquelle Brown","raw_affiliation_strings":["NSF I/UCRC Center for Health Organization Transformation","School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSF I/UCRC Center for Health Organization Transformation","institution_ids":[]},{"raw_affiliation_string":"School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112362516","display_name":"Lisa Davis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisa Davis","raw_affiliation_strings":["Center for Operations Research in Medicine and HealthCare"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Operations Research in Medicine and HealthCare","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016512878","display_name":"Gary Frank","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146983","display_name":"Children's Healthcare of Atlanta","ror":"https://ror.org/050fhx250","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210146983"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gary Frank","raw_affiliation_strings":["Quality Department, Children's Healthcare of Atlanta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quality Department, Children's Healthcare of Atlanta","institution_ids":["https://openalex.org/I4210146983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.64,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.786557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"117","issue":null,"first_page":"35","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9988999962806702,"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/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/intervention","display_name":"Intervention (counseling)","score":0.6600840091705322},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6537109017372131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6444171667098999},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5701483488082886},{"id":"https://openalex.org/keywords/medication-error","display_name":"Medication error","score":0.5248786807060242},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5075065493583679},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.43669193983078003},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43422675132751465},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.4244422912597656},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.42384040355682373},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41202616691589355},{"id":"https://openalex.org/keywords/patient-safety","display_name":"Patient safety","score":0.40660977363586426},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3584708273410797},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25996726751327515},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10797455906867981}],"concepts":[{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6600840091705322},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6537109017372131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6444171667098999},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5701483488082886},{"id":"https://openalex.org/C3017921493","wikidata":"https://www.wikidata.org/wiki/Q460433","display_name":"Medication error","level":4,"score":0.5248786807060242},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5075065493583679},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.43669193983078003},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43422675132751465},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.4244422912597656},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.42384040355682373},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41202616691589355},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.40660977363586426},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3584708273410797},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25996726751327515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10797455906867981},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2014.6999265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2014.6999265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W4424679","https://openalex.org/W43450910","https://openalex.org/W1571618219","https://openalex.org/W1823647263","https://openalex.org/W1832417329","https://openalex.org/W1970138729","https://openalex.org/W1972942750","https://openalex.org/W1979757243","https://openalex.org/W1992902930","https://openalex.org/W2009333073","https://openalex.org/W2020342033","https://openalex.org/W2023982817","https://openalex.org/W2027096657","https://openalex.org/W2041178522","https://openalex.org/W2044588535","https://openalex.org/W2071437265","https://openalex.org/W2095818009","https://openalex.org/W2096802219","https://openalex.org/W2101098820","https://openalex.org/W2102068087","https://openalex.org/W2110518546","https://openalex.org/W2115643540","https://openalex.org/W2122585157","https://openalex.org/W2124823799","https://openalex.org/W2125534197","https://openalex.org/W2131225010","https://openalex.org/W2132241489","https://openalex.org/W2132950616","https://openalex.org/W2138667035","https://openalex.org/W2147886517","https://openalex.org/W2150546988","https://openalex.org/W2162190913","https://openalex.org/W2163914581","https://openalex.org/W2343917423","https://openalex.org/W2403744365","https://openalex.org/W2411232590","https://openalex.org/W4229779919","https://openalex.org/W4230622313","https://openalex.org/W4244366149","https://openalex.org/W4244978678","https://openalex.org/W4250755387","https://openalex.org/W4293236771","https://openalex.org/W4294457161","https://openalex.org/W4296300888","https://openalex.org/W4378951071","https://openalex.org/W6600179007"],"related_works":["https://openalex.org/W2139079562","https://openalex.org/W2749324135","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2908433117","https://openalex.org/W2964988449","https://openalex.org/W2969604939","https://openalex.org/W2397952901","https://openalex.org/W2029380707"],"abstract_inverted_index":{"Medication":[0],"errors":[1,61,118],"significantly":[2,76],"impact":[3],"patient":[4,58],"health":[5],"and":[6,15,35,85,111,144,151,162],"quality":[7],"of":[8,37,102,141],"care.":[9],"In":[10],"this":[11],"study,":[12],"systems":[13],"modeling":[14],"simulation":[16,30],"are":[17,52],"used":[18],"to":[19,55,107,125,158],"analyze":[20,93],"the":[21,86,94,100,103,109,113,126],"medication":[22,142],"workflow":[23,143],"in":[24,146],"a":[25,135],"pediatric":[26],"setting.":[27],"The":[28,44,116,154],"resulting":[29],"system":[31],"allows":[32,156],"for":[33,41,139],"derivation":[34],"validation":[36],"effective":[38],"intervention":[39,72,97,160],"strategies":[40,161],"error":[42,78,128,148],"mitigation.":[43],"analysis":[45,140],"focused":[46],"on":[47],"\u2018High":[48],"Alert\u2019":[49],"medications,":[50],"which":[51],"more":[53],"likely":[54],"produce":[56],"serious":[57],"harm":[59],"when":[60],"occur.":[62],"Our":[63],"study":[64],"shows":[65],"that":[66],"strategic":[67],"process":[68,152],"interventions":[69],"(e.g.,":[70],"independent":[71],"check":[73],"points)":[74],"can":[75],"reduce":[77],"occurrence":[79],"(by":[80],"as":[81,83],"much":[82],"50.25%)":[84],"cost":[87,101],"savings":[88],"could":[89],"be":[90],"significant.":[91],"We":[92],"cost-savings":[95],"versus":[96,99],"effectiveness":[98],"extra":[104],"resource":[105],"needed":[106],"perform":[108],"intervention,":[110],"identify":[112],"break-even":[114],"point.":[115],"estimated":[117],"from":[119],"our":[120],"model":[121],"remain":[122],"consistently":[123],"close":[124],"reported":[127],"statistics":[129],"(within":[130],"5%).":[131],"This":[132],"work":[133],"offers":[134],"system-decision":[136],"support":[137],"framework":[138,155],"helps":[145],"understanding":[147],"propagation":[149],"mechanisms":[150],"interdependencies.":[153],"users":[157],"derive":[159],"evaluate":[163],"their":[164],"overall":[165],"mitigation":[166],"effectiveness.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
