{"id":"https://openalex.org/W1988531834","doi":"https://doi.org/10.1109/embc.2014.6944184","title":"Flexing bed stock: A hospital capacity management case study","display_name":"Flexing bed stock: A hospital capacity management case study","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1988531834","doi":"https://doi.org/10.1109/embc.2014.6944184","mag":"1988531834","pmid":"https://pubmed.ncbi.nlm.nih.gov/25570552"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6944184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-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/A5083685928","display_name":"Sankalp Khanna","orcid":"https://orcid.org/0000-0001-6125-8871"},"institutions":[{"id":"https://openalex.org/I2799393793","display_name":"Royal Brisbane and Women's Hospital","ror":"https://ror.org/05p52kj31","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2799393793","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sankalp Khanna","raw_affiliation_strings":["Australian E-Health Research Centre, Level 5, UQ Health Sciences Bldg 901/16, Royal Brisbane and Women's Hospital, Herston, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian E-Health Research Centre, Level 5, UQ Health Sciences Bldg 901/16, Royal Brisbane and Women's Hospital, Herston, QLD, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I2799393793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034991787","display_name":"Justin Boyle","orcid":"https://orcid.org/0000-0001-9025-1441"},"institutions":[{"id":"https://openalex.org/I2799393793","display_name":"Royal Brisbane and Women's Hospital","ror":"https://ror.org/05p52kj31","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2799393793","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I4210141844","display_name":"Australian e-Health Research Centre","ror":"https://ror.org/04ywhbc61","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801244131","https://openalex.org/I2801453606","https://openalex.org/I4210141844","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Justin Boyle","raw_affiliation_strings":["Australian E-Health Research Centre, Level 5, UQ Health Sciences Bldg 901/16, Royal Brisbane and Women's Hospital, Herston, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian E-Health Research Centre, Level 5, UQ Health Sciences Bldg 901/16, Royal Brisbane and Women's Hospital, Herston, QLD, Australia","institution_ids":["https://openalex.org/I4210141844","https://openalex.org/I2799393793"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kathryn Zeitz","orcid":null},"institutions":[{"id":"https://openalex.org/I4392738059","display_name":"Central Adelaide Local Health Network","ror":"https://ror.org/02r40rn49","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4392738059"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kathryn Zeitz","raw_affiliation_strings":["Central Adelaide Local Health Network, South Australia Health, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Adelaide Local Health Network, South Australia Health, SA, Australia","institution_ids":["https://openalex.org/I4392738059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08712073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2014","issue":null,"first_page":"2718","last_page":"2721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T11095","display_name":"Emergency and Acute Care Studies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"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/T10391","display_name":"Healthcare Policy and Management","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5163891911506653},{"id":"https://openalex.org/keywords/capacity-management","display_name":"Capacity management","score":0.5022106170654297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3930719196796417},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3798275887966156},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.3643926978111267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1872793734073639},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09200289845466614}],"concepts":[{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5163891911506653},{"id":"https://openalex.org/C191068436","wikidata":"https://www.wikidata.org/wiki/Q2145956","display_name":"Capacity management","level":2,"score":0.5022106170654297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3930719196796417},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3798275887966156},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3643926978111267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1872793734073639},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09200289845466614},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"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":"D006742","descriptor_name":"Hospital Bed Capacity","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006742","descriptor_name":"Hospital Bed Capacity","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006742","descriptor_name":"Hospital Bed Capacity","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019982","descriptor_name":"Organizational Case Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019982","descriptor_name":"Organizational Case Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019982","descriptor_name":"Organizational Case Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2014.6944184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25570552","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25570552","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W24225093","https://openalex.org/W1783628280","https://openalex.org/W1979549350","https://openalex.org/W1992803797","https://openalex.org/W2008274261","https://openalex.org/W2009574787","https://openalex.org/W2076437583","https://openalex.org/W2104233517","https://openalex.org/W2105309613","https://openalex.org/W2149648301","https://openalex.org/W2159696510","https://openalex.org/W2171076619","https://openalex.org/W2188225648","https://openalex.org/W4240503600","https://openalex.org/W4244249461","https://openalex.org/W4251595889","https://openalex.org/W4256436395","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2515833716","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W48947439","https://openalex.org/W3143525180","https://openalex.org/W3033032650","https://openalex.org/W2334036458","https://openalex.org/W3122499222"],"abstract_inverted_index":{"As":[0],"hospitals":[1,26,109,145],"struggle":[2],"to":[3,15,27,37,42,50,69,101,186],"meet":[4,28],"rising":[5],"demand":[6,32,52],"for":[7,33,152,183],"their":[8,19,34,39,74],"services,":[9],"efficient":[10,174],"capacity":[11,82,120,171,189],"management":[12,190],"is":[13,36],"critical":[14,128],"the":[16,29,44,71,78,88,122,133,138,155,167],"success":[17],"of":[18,46,73,80,90,140,169],"efforts.":[20],"A":[21],"popular":[22],"strategy":[23],"employed":[24],"by":[25,144],"variability":[30],"in":[31,66,92,154],"services":[35,184],"'flex'":[38],"capacity,":[40],"i.e.":[41],"vary":[43],"number":[45],"available":[47],"staffed":[48],"beds":[49],"suit":[51],"on":[53,83,94,105],"a":[54,62,180],"regular":[55],"basis.":[56],"This":[57],"study":[58],"uses":[59],"data":[60],"from":[61],"large":[63],"tertiary":[64],"hospital":[65,123,134],"South":[67],"Australia":[68],"analyze":[70,87],"efficacy":[72],"flexing":[75,81,119,156,170],"protocols":[76],"and":[77,98,131,158,176],"impact":[79,89],"overcrowding.":[84],"We":[85],"also":[86,162],"variation":[91],"occupancy":[93,129],"patient":[95],"flow":[96],"parameters":[97],"compare":[99],"this":[100],"previous":[102],"studies":[103],"conducted":[104],"similar":[106],"sized":[107],"Australian":[108],"that":[110,118,132,146],"do":[111,147],"not":[112,136,148],"flex":[113,149],"capacity.":[114,150],"Our":[115],"findings":[116,165],"reveal":[117],"helps":[121],"spend":[124],"less":[125],"time":[126],"over":[127],"levels,":[130],"does":[135],"show":[137],"signs":[139],"performance":[141],"decline":[142],"exhibited":[143],"Areas":[151],"improvements":[153],"protocol":[157,175],"possible":[159],"strategies":[160],"are":[161],"identified.":[163],"The":[164],"support":[166],"use":[168],"as":[172,179],"an":[173],"will":[177],"serve":[178],"useful":[181],"guide":[182],"seeking":[185],"improve":[187],"existing":[188],"protocols.":[191]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
