{"id":"https://openalex.org/W4282049690","doi":"https://doi.org/10.1038/s41598-022-13004-8","title":"Evaluating building performance in healthcare facilities using entropy and graph heuristic theories","display_name":"Evaluating building performance in healthcare facilities using entropy and graph heuristic theories","publication_year":2022,"publication_date":"2022-05-28","ids":{"openalex":"https://openalex.org/W4282049690","doi":"https://doi.org/10.1038/s41598-022-13004-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/35643727","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9148309"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-022-13004-8","doi":"https://doi.org/10.1038/s41598-022-13004-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-022-13004-8","pdf_url":"https://www.nature.com/articles/s41598-022-13004-8.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-022-13004-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058404953","display_name":"Amr A. Hassanain","orcid":"https://orcid.org/0000-0002-7219-097X","observed_orcids":["https://orcid.org/0000-0002-7219-097X"]},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Amr A. Hassanain","raw_affiliation_strings":["Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt. amr.ahmed.hassanain2020@h-eng.helwan.edu.eg","Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-7219-097X","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt. amr.ahmed.hassanain2020@h-eng.helwan.edu.eg","institution_ids":["https://openalex.org/I84058292"]},{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045755643","display_name":"Mohamed A. A. Eldosoky","orcid":"https://orcid.org/0000-0003-3464-2856","observed_orcids":["https://orcid.org/0000-0003-3464-2856"]},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed A. A. Eldosoky","raw_affiliation_strings":["Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-3464-2856","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt","institution_ids":["https://openalex.org/I84058292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077343760","display_name":"Ahmed M. Soliman","orcid":"https://orcid.org/0000-0002-8901-8519","observed_orcids":["https://orcid.org/0000-0002-8901-8519"]},"institutions":[{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed M. Soliman","raw_affiliation_strings":["Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-8901-8519","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering, Helwan University, Cairo, 11795, Egypt","institution_ids":["https://openalex.org/I84058292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058404953"],"corresponding_institution_ids":["https://openalex.org/I84058292"],"apc_list":{"value":2190,"currency":"USD","value_usd":2190},"apc_paid":{"value":2190,"currency":"USD","value_usd":2190},"fwci":12.108,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98242983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"8973","last_page":"8973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14152","display_name":"Healthcare Facilities Design and Sustainability","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14152","display_name":"Healthcare Facilities Design and Sustainability","score":0.9326000213623047,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12871","display_name":"Healthcare Quality and Management","score":0.021800000220537186,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.009999999776482582,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/healthcare-facility-design","display_name":"healthcare facility design","score":0.9010000228881836},{"id":"https://openalex.org/keywords/building-performance-evaluation","display_name":"building performance evaluation","score":0.7580000162124634},{"id":"https://openalex.org/keywords/entropy-weight-method","display_name":"entropy weight method","score":0.8119999766349792},{"id":"https://openalex.org/keywords/hospital-redesign","display_name":"hospital redesign","score":0.656000018119812},{"id":"https://openalex.org/keywords/patient-satisfaction","display_name":"patient satisfaction","score":0.753000020980835},{"id":"https://openalex.org/keywords/hospital-departments","display_name":"hospital departments","score":0.3790000081062317}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6897664070129395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47475388646125793},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.46776479482650757},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.44362515211105347},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4327906370162964},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41253432631492615},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17797628045082092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13486522436141968},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[{"descriptor_ui":"D000066506","descriptor_name":"Heuristics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006268","descriptor_name":"Health Facilities","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":"D011787","descriptor_name":"Quality of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1038/s41598-022-13004-8","doi":"https://doi.org/10.1038/s41598-022-13004-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-022-13004-8","pdf_url":"https://www.nature.com/articles/s41598-022-13004-8.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"doi:10.22541/au.164873356.62144171/v1","doi":"https://doi.org/10.22541/au.164873356.62144171/v1","is_oa":true,"landing_page_url":"https://doi.org/10.22541/au.164873356.62144171/v1","pdf_url":"https://radiopharmaconnect.srsweb.org/doi/pdf/10.22541/au.164873356.62144171","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:9148309","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9148309","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:35643727","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35643727","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:c43d158b531e414eb76bb5217d2dd479","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c43d158b531e414eb76bb5217d2dd479","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,"listed_in":[],"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":"Scientific Reports, Vol 12, Iss 1, Pp 1-16 (2022)","raw_type":"article"},{"id":"doi:10.60692/emdty-5cx89","doi":"https://doi.org/10.60692/emdty-5cx89","is_oa":true,"landing_page_url":"https://doi.org/10.60692/emdty-5cx89","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.60692/mxkyv-7mg85","doi":"https://doi.org/10.60692/mxkyv-7mg85","is_oa":true,"landing_page_url":"https://doi.org/10.60692/mxkyv-7mg85","pdf_url":null,"source":{"id":"https://openalex.org/S7407051682","display_name":"Greater South Information System","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1038/s41598-022-13004-8","doi":"https://doi.org/10.1038/s41598-022-13004-8","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-022-13004-8","pdf_url":"https://www.nature.com/articles/s41598-022-13004-8.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320322165","display_name":"Helwan University","ror":"https://ror.org/00h55v928"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282049690.pdf","grobid_xml":"https://content.openalex.org/works/W4282049690.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1965795851","https://openalex.org/W2001028945","https://openalex.org/W2001799402","https://openalex.org/W2060174126","https://openalex.org/W2090897287","https://openalex.org/W2091133933","https://openalex.org/W2095900810","https://openalex.org/W2405314846","https://openalex.org/W2535281382","https://openalex.org/W2608786238","https://openalex.org/W2753029933","https://openalex.org/W2782034150","https://openalex.org/W2915833931","https://openalex.org/W2949708239","https://openalex.org/W2972878307","https://openalex.org/W2982803441","https://openalex.org/W3013561710","https://openalex.org/W3026419502","https://openalex.org/W3119956380","https://openalex.org/W3133521423","https://openalex.org/W3139052836","https://openalex.org/W4243718808"],"related_works":["https://openalex.org/W4221007621","https://openalex.org/W4321015454","https://openalex.org/W4385376234","https://openalex.org/W3027168270","https://openalex.org/W3108390558","https://openalex.org/W2951363588","https://openalex.org/W2762878749","https://openalex.org/W2796207550","https://openalex.org/W3165151415","https://openalex.org/W2276555992"],"abstract_inverted_index":{"Designing":[0],"a":[1,65,72,108],"healthcare":[2,23,34,66,119],"facility":[3,67],"is":[4,25,68,107],"one":[5,156,188],"of":[6,22,33,64,88,98,118,157,182,195],"the":[7,13,31,41,44,48,53,77,86,92,101,111,116,128,146,152,158,165,168,180,193,196,214],"most":[8],"challenging":[9],"tasks":[10],"due":[11],"to":[12,26,122,137,162,174,179],"complexity":[14],"associated":[15],"with":[16,100],"these":[17],"facilities.":[18],"The":[19,62,104],"primary":[20],"goal":[21],"facilities":[24,35],"provide":[27],"high-quality":[28],"care;":[29],"consequently,":[30],"design":[32],"and":[36,59,79,94,213],"their":[37,82,96],"environments":[38],"directly":[39],"affects":[40],"facility's":[42],"productivity,":[43],"organization's":[45],"economic":[46],"performance,":[47],"experienced":[49],"clinical":[50],"outcomes":[51],"in":[52,91,110,141,187,191],"hospital,":[54],"as":[55,57,155],"well":[56],"patient":[58],"staff":[60],"satisfaction.":[61],"redesign":[63,112],"essential":[69],"for":[70,76],"ensuring":[71],"serene":[73],"healing":[74,83],"environment":[75],"patients":[78],"thus":[80],"influences":[81],"rates,":[84],"reduces":[85],"amount":[87],"time":[89],"spent":[90],"facilities,":[93],"impacts":[95],"level":[97],"satisfaction":[99],"care":[102],"provided.":[103],"evaluation":[105],"methodology":[106],"step":[109],"process":[113],"that":[114,202],"measures":[115],"performance":[117],"buildings":[120],"according":[121],"international":[123,176],"standards.":[124,177],"In":[125,144],"this":[126],"study,":[127],"collected":[129],"standards":[130,198,201,210],"were":[131,206,211],"weighted":[132],"using":[133,151],"an":[134],"entropy":[135],"algorithm":[136,154],"evaluate":[138],"different":[139],"departments":[140],"various":[142],"hospitals.":[143],"addition,":[145],"layout":[147,216],"score":[148,217],"was":[149,199,218],"measured":[150],"adjacent":[153],"graph":[159],"heuristic":[160],"methods":[161],"determine":[163],"whether":[164],"department":[166],"or":[167],"whole":[169],"hospital":[170,190],"can":[171],"be":[172,204],"redesigned":[173],"meet":[175],"According":[178],"results":[181],"our":[183],"methodologies":[184],"being":[185],"used":[186],"selected":[189],"Egypt,":[192],"average":[194,215],"satisfied":[197,205],"43%,":[200],"could":[203],"24%,":[207],"not":[208],"applicable":[209],"34%,":[212],"25.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2022-06-13T00:00:00"}
