{"id":"https://openalex.org/W2972040785","doi":"https://doi.org/10.1109/access.2019.2939158","title":"Optimizing the Electronic Health Records Through Big Data Analytics: A Knowledge-Based View","display_name":"Optimizing the Electronic Health Records Through Big Data Analytics: A Knowledge-Based View","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972040785","doi":"https://doi.org/10.1109/access.2019.2939158","mag":"2972040785"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2939158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2939158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08824131.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08824131.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067763780","display_name":"Caifeng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100137","display_name":"Kaifeng University","ror":"https://ror.org/012nfwd22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210100137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caifeng Zhang","raw_affiliation_strings":["Kaifeng Hospital of Traditional Chinese Medicine, Kaifeng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kaifeng Hospital of Traditional Chinese Medicine, Kaifeng, China","institution_ids":["https://openalex.org/I4210100137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048499037","display_name":"Rui Ma","orcid":"https://orcid.org/0000-0002-0592-8583"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rui Ma","raw_affiliation_strings":["Sheffield University Management School, The University of Sheffield, Sheffield, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sheffield University Management School, The University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850701","display_name":"Shiwei Sun","orcid":"https://orcid.org/0000-0001-7273-4087"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwei Sun","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340443","display_name":"Yujie Li","orcid":"https://orcid.org/0000-0002-0275-2797"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Li","raw_affiliation_strings":["Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0275-2797","affiliations":[{"raw_affiliation_string":"Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071592530","display_name":"Yichuan Wang","orcid":"https://orcid.org/0000-0003-1575-0245"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yichuan Wang","raw_affiliation_strings":["Sheffield University Management School, The University of Sheffield, Sheffield, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1575-0245","affiliations":[{"raw_affiliation_string":"Sheffield University Management School, The University of Sheffield, Sheffield, U.K","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101635549","display_name":"Zhijun Yan","orcid":"https://orcid.org/0000-0003-1727-1176"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Yan","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.708,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94786417,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"136223","last_page":"136231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9919000267982483,"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/big-data","display_name":"Big data","score":0.8844244480133057},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6881166696548462},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6840968728065491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6438805460929871},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5344120264053345},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5058633685112},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4572030007839203},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.4545542001724243},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.4146678149700165},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4021896421909332},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2350349724292755},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.19623994827270508},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13574424386024475},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.07398995757102966}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8844244480133057},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6881166696548462},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6840968728065491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6438805460929871},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5344120264053345},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5058633685112},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4572030007839203},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.4545542001724243},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.4146678149700165},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4021896421909332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2350349724292755},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.19623994827270508},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13574424386024475},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.07398995757102966},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2939158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2939158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08824131.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:156951","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:1e409fe7d3614b43be9b59d00dc29474","is_oa":true,"landing_page_url":"https://doaj.org/article/1e409fe7d3614b43be9b59d00dc29474","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 136223-136231 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2939158","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2939158","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08824131.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2400305036","display_name":null,"funder_award_id":"3210012221902","funder_id":"https://openalex.org/F4320323110","funder_display_name":"Beijing Institute of Technology"},{"id":"https://openalex.org/G6793535890","display_name":null,"funder_award_id":"3210012221902","funder_id":"https://openalex.org/F4320327514","funder_display_name":"Beijing Institute of Technology Research Fund Program for Young Scholars"}],"funders":[{"id":"https://openalex.org/F4320323110","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74"},{"id":"https://openalex.org/F4320327514","display_name":"Beijing Institute of Technology Research Fund Program for Young Scholars","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972040785.pdf","grobid_xml":"https://content.openalex.org/works/W2972040785.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1608836379","https://openalex.org/W1943579973","https://openalex.org/W1984170298","https://openalex.org/W1987258130","https://openalex.org/W2022807203","https://openalex.org/W2023248478","https://openalex.org/W2053683786","https://openalex.org/W2056836392","https://openalex.org/W2060892233","https://openalex.org/W2106096361","https://openalex.org/W2109730248","https://openalex.org/W2120751691","https://openalex.org/W2123425140","https://openalex.org/W2129390157","https://openalex.org/W2138653284","https://openalex.org/W2144816153","https://openalex.org/W2160449301","https://openalex.org/W2160945927","https://openalex.org/W2161015626","https://openalex.org/W2179492332","https://openalex.org/W2184827821","https://openalex.org/W2285118877","https://openalex.org/W2407534979","https://openalex.org/W2559899724","https://openalex.org/W2568368320","https://openalex.org/W2583855333","https://openalex.org/W2730537321","https://openalex.org/W2892157216","https://openalex.org/W2896729774","https://openalex.org/W2899547993","https://openalex.org/W3126094737","https://openalex.org/W3145178692","https://openalex.org/W6686409363"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3033964479","https://openalex.org/W3092201768","https://openalex.org/W2051833471","https://openalex.org/W2898375586","https://openalex.org/W2320240660","https://openalex.org/W3123108850","https://openalex.org/W2740083192","https://openalex.org/W4391096297"],"abstract_inverted_index":{"Many":[0],"hospitals":[1],"are":[2],"suffering":[3],"from":[4,159],"ineffective":[5],"use":[6,35,62,105,130,169],"of":[7,36,57,63,82,101,106,131,154,170],"big":[8,37,48,64,132,146,171],"data":[9,38,49,65,133,147,172],"analytics":[10,39,66,134,173],"with":[11,40,67,135,174],"electronic":[12],"health":[13,144],"records":[14],"(EHRs)":[15],"to":[16,95,140,157,166],"generate":[17],"high":[18],"quality":[19],"insights":[20],"for":[21],"their":[22],"clinical":[23],"practices.":[24],"Organizational":[25],"learning":[26],"has":[27],"been":[28],"a":[29,83],"key":[30],"role":[31],"in":[32,73,86,88,164],"improving":[33],"the":[34,44,54,71,74,141,151,160],"EHRs.":[41,68,107,136,175],"Drawing":[42],"on":[43],"knowledge-based":[45],"view":[46],"and":[47,103,119,121,124,145],"lifecycle,":[50],"we":[51,78],"investigate":[52],"how":[53],"three":[55],"modes":[56],"knowledge":[58,99,162],"can":[59,126],"achieve":[60],"meaningful":[61,104,129,168],"To":[69],"test":[70],"associations":[72],"proposed":[75],"research":[76],"model,":[77],"surveyed":[79],"580":[80],"nurses":[81],"large":[84],"hospital":[85],"China":[87],"2019.":[89],"Structural":[90],"equation":[91],"modelling":[92],"was":[93],"used":[94],"examine":[96],"relationships":[97],"between":[98],"mode":[100,163],"EHRs":[102,114,117,158],"The":[108],"results":[109],"reveal":[110],"that":[111],"know-what":[112],"about":[113],"utilization,":[115,120],"know-how":[116],"storage":[118,123],"know-why":[122],"utilization":[125],"improve":[127],"nurses'":[128],"This":[137],"study":[138],"contributes":[139],"existing":[142],"digital":[143],"literature":[148],"by":[149],"exploring":[150],"proper":[152],"adaptation":[153],"analytical":[155],"tools":[156],"different":[161],"order":[165],"shape":[167]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
