{"id":"https://openalex.org/W2784688188","doi":"https://doi.org/10.3233/978-1-61499-830-3-892","title":"Text Data Mining of Aged Care Accreditation Reports to Identify Risk Factors in Medication Management in Australian Residential Aged Care Homes","display_name":"Text Data Mining of Aged Care Accreditation Reports to Identify Risk Factors in Medication Management in Australian Residential Aged Care Homes","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2784688188","doi":"https://doi.org/10.3233/978-1-61499-830-3-892","mag":"2784688188","pmid":"https://pubmed.ncbi.nlm.nih.gov/29295228"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-830-3-892","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-892","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-830-3-892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000359007","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0002-2837-6347"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jiang Tao","raw_affiliation_strings":["Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086596018","display_name":"Siyu Qian","orcid":"https://orcid.org/0000-0002-1332-4800"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qian Siyu","raw_affiliation_strings":["Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007634115","display_name":"David Hailey","orcid":"https://orcid.org/0000-0003-0797-9090"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hailey David","raw_affiliation_strings":["Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020663450","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-4195-7760"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ma Jun","raw_affiliation_strings":["SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064032702","display_name":"Ping Yu","orcid":"https://orcid.org/0000-0002-7910-9396"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yu Ping","raw_affiliation_strings":["Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for IT-enabled Transformation, School of Computing and Information Technology, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000359007"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":null,"apc_paid":null,"fwci":3.2718,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93622786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"245","issue":null,"first_page":"892","last_page":"895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11376","display_name":"Geriatric Care and Nursing Homes","score":0.7200000286102295,"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"}},"topics":[{"id":"https://openalex.org/T11376","display_name":"Geriatric Care and Nursing Homes","score":0.7200000286102295,"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/accreditation","display_name":"Accreditation","score":0.7780097723007202},{"id":"https://openalex.org/keywords/aged-care","display_name":"Aged care","score":0.7267353534698486},{"id":"https://openalex.org/keywords/residential-care","display_name":"Residential care","score":0.5331451296806335},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4978313446044922},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.40379828214645386},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.3645685315132141},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.30959075689315796},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.10368093848228455}],"concepts":[{"id":"https://openalex.org/C61521584","wikidata":"https://www.wikidata.org/wiki/Q705899","display_name":"Accreditation","level":2,"score":0.7780097723007202},{"id":"https://openalex.org/C2985357376","wikidata":"https://www.wikidata.org/wiki/Q437458","display_name":"Aged care","level":2,"score":0.7267353534698486},{"id":"https://openalex.org/C2993869490","wikidata":"https://www.wikidata.org/wiki/Q17078133","display_name":"Residential care","level":2,"score":0.5331451296806335},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4978313446044922},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.40379828214645386},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3645685315132141},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.30959075689315796},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.10368093848228455}],"mesh":[{"descriptor_ui":"D000068","descriptor_name":"Accreditation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068","descriptor_name":"Accreditation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068","descriptor_name":"Accreditation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001315","descriptor_name":"Australia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006707","descriptor_name":"Homes for the Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006707","descriptor_name":"Homes for the Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006707","descriptor_name":"Homes for the Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009735","descriptor_name":"Nursing Homes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D050316","descriptor_name":"Medical Order Entry Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3233/978-1-61499-830-3-892","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-892","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:29295228","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29295228","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:ro.uow.edu.au:eispapers1-1935","is_oa":true,"landing_page_url":"https://ro.uow.edu.au/eispapers1/933","pdf_url":"https://ro.uow.edu.au/cgi/viewcontent.cgi?article=1935&context=eispapers1","source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part B","raw_type":"presentation"},{"id":"pmh:oai:figshare.com:article/27720300","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-830-3-892","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-892","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4392738493","https://openalex.org/W1983658811","https://openalex.org/W4389869555","https://openalex.org/W1513896237","https://openalex.org/W4300142124","https://openalex.org/W352374969","https://openalex.org/W2592905193","https://openalex.org/W2355436430","https://openalex.org/W2395079489","https://openalex.org/W268167285"],"abstract_inverted_index":{"This":[0,52],"study":[1],"aimed":[2],"to":[3,46,54,65],"identify":[4],"risk":[5,59,102],"factors":[6,103],"in":[7,10,29,67],"medication":[8,30,68,81,83,123],"management":[9,31],"Australian":[11],"residential":[12],"aged":[13,25],"care":[14,26],"(RAC)":[15],"homes.":[16],"Only":[17],"18":[18],"out":[19],"of":[20,57],"3,607":[21],"RAC":[22,63],"homes":[23],"failed":[24],"accreditation":[27],"standard":[28],"between":[32],"7th":[33],"March":[34,38],"2011":[35],"and":[36,89,96,114,118],"25th":[37],"2015.":[39],"Text":[40],"data":[41],"mining":[42],"methods":[43],"were":[44,72],"used":[45],"analyse":[47],"the":[48,55],"reasons":[49],"for":[50,61],"failure.":[51],"led":[53],"identification":[56],"21":[58],"indicators":[60,71],"an":[62],"home":[64],"fail":[66],"management.":[69],"These":[70],"further":[73],"grouped":[74],"into":[75],"ten":[76],"themes.":[77],"They":[78],"are":[79],"overall":[80,122],"management,":[82],"assessment,":[84],"ordering,":[85],"dispensing,":[86],"storage,":[87],"stock":[88],"disposal,":[90],"administration,":[91],"incident":[92],"report,":[93],"monitoring,":[94],"staff":[95],"resident":[97],"satisfaction.":[98],"The":[99],"top":[100],"three":[101],"are:":[104],"\"ineffective":[105],"monitoring":[106],"process\"":[107],"(18":[108],"homes),":[109,117],"\"noncompliance":[110],"with":[111,121],"professional":[112],"standards":[113],"guidelines\"":[115],"(15":[116],"\"resident":[119],"dissatisfaction":[120],"management\"":[124],"(10":[125],"homes).":[126]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
