{"id":"https://openalex.org/W4283023366","doi":"https://doi.org/10.1016/j.ijnss.2022.06.013","title":"Artificial intelligence and end user tools to develop a nurse duty roster scheduling system","display_name":"Artificial intelligence and end user tools to develop a nurse duty roster scheduling system","publication_year":2022,"publication_date":"2022-06-16","ids":{"openalex":"https://openalex.org/W4283023366","doi":"https://doi.org/10.1016/j.ijnss.2022.06.013","pmid":"https://pubmed.ncbi.nlm.nih.gov/35891913","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9305000"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijnss.2022.06.013","doi":"https://doi.org/10.1016/j.ijnss.2022.06.013","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijnss.2022.06.013","pdf_url":null,"source":{"id":"https://openalex.org/S2764778172","display_name":"International Journal of Nursing Sciences","issn_l":"2096-6296","issn":["2096-6296","2352-0132"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Nursing Sciences","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.ijnss.2022.06.013","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Franklin Leung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Franklin Leung","raw_affiliation_strings":["Science and Technology Section, School of Continuing and Professional Education, City University of Hong Kong, HKSAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Technology Section, School of Continuing and Professional Education, City University of Hong Kong, HKSAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089829680","display_name":"Yee-Chun Lau","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802459557","display_name":"Kowloon Hospital","ror":"https://ror.org/01b1r6152","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1294586568","https://openalex.org/I2802459557"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yee-Chun Lau","raw_affiliation_strings":["Department of Rehabilitation, Kowloon Hospital, HKSAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Rehabilitation, Kowloon Hospital, HKSAR, China","institution_ids":["https://openalex.org/I2802459557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042998672","display_name":"Martin Wai-Ming Law","orcid":"https://orcid.org/0000-0001-9594-348X","observed_orcids":["https://orcid.org/0000-0001-9594-348X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Law","raw_affiliation_strings":["Proton Therapy Pte Ltd, 1 Biopolis Drive, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Proton Therapy Pte Ltd, 1 Biopolis Drive, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064621953","display_name":"Shih-Kien Djeng","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shih-Kien Djeng","raw_affiliation_strings":["Proton Therapy Pte Ltd, 1 Biopolis Drive, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Proton Therapy Pte Ltd, 1 Biopolis Drive, Singapore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":4.1355,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.94358518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":"3","first_page":"373","last_page":"377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9603999853134155,"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"}},"topics":[{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9603999853134155,"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/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.03889999911189079,"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/T10186","display_name":"Nursing education and management","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2922","display_name":"Research and Theory"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/shift-scheduling","display_name":"shift scheduling","score":0.6919999718666077},{"id":"https://openalex.org/keywords/staff-scheduling","display_name":"workforce scheduling","score":0.597000002861023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.6240000128746033},{"id":"https://openalex.org/keywords/hard-constraints","display_name":"hard constraints","score":0.5659999847412109},{"id":"https://openalex.org/keywords/staff-redeployment","display_name":"redeployment","score":0.7870000004768372},{"id":"https://openalex.org/keywords/safe-staffing-levels","display_name":"safe staffing levels","score":0.9139999747276306},{"id":"https://openalex.org/keywords/hospital-information-systems","display_name":"hospital information systems","score":0.5839999914169312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5679873824119568},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5491474270820618},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5395249128341675},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4807055592536926},{"id":"https://openalex.org/C2779103253","wikidata":"https://www.wikidata.org/wiki/Q878070","display_name":"Duty","level":2,"score":0.47432655096054077},{"id":"https://openalex.org/C102370290","wikidata":"https://www.wikidata.org/wiki/Q7070210","display_name":"Nurse scheduling problem","level":5,"score":0.4602789580821991},{"id":"https://openalex.org/C2777512617","wikidata":"https://www.wikidata.org/wiki/Q1783605","display_name":"Staffing","level":2,"score":0.444536030292511},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4098902940750122},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.34506261348724365},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.34098541736602783},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.3271968364715576},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21737223863601685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21646377444267273},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1282641887664795},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.12192150950431824},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1016/j.ijnss.2022.06.013","doi":"https://doi.org/10.1016/j.ijnss.2022.06.013","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijnss.2022.06.013","pdf_url":null,"source":{"id":"https://openalex.org/S2764778172","display_name":"International Journal of Nursing Sciences","issn_l":"2096-6296","issn":["2096-6296","2352-0132"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Nursing Sciences","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9305000","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9305000","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Int J Nurs Sci","raw_type":"Text"},{"id":"pmid:35891913","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35891913","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":"International journal of nursing sciences","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:5f5bb43a7f3f43078fe413e1aac708ae","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/5f5bb43a7f3f43078fe413e1aac708ae","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":"International Journal of Nursing Sciences, Vol 9, Iss 3, Pp 373-377 (2022)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/cd1c9f0b-9a29-4061-9aec-d1cfda6a1d64","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2031/cd1c9f0b-9a29-4061-9aec-d1cfda6a1d64","pdf_url":null,"source":{"id":"https://openalex.org/S7407055387","display_name":"CityU Scholars","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Leung, F, Lau, Y-C, Law, M & Djeng, S-K 2022, 'Artificial intelligence and end user tools to develop a nurse duty roster scheduling system', International Journal of Nursing Sciences, vol. 9, no. 3, pp. 373-377. https://doi.org/10.1016/j.ijnss.2022.06.013","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.ijnss.2022.06.013","doi":"https://doi.org/10.1016/j.ijnss.2022.06.013","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijnss.2022.06.013","pdf_url":null,"source":{"id":"https://openalex.org/S2764778172","display_name":"International Journal of Nursing Sciences","issn_l":"2096-6296","issn":["2096-6296","2352-0132"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Nursing Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6240000128746033,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W86878369","https://openalex.org/W2156715459","https://openalex.org/W2789793843","https://openalex.org/W2912557233","https://openalex.org/W2919115771","https://openalex.org/W3023407070","https://openalex.org/W3181058195"],"related_works":["https://openalex.org/W7162766401","https://openalex.org/W2921131631","https://openalex.org/W7172314642","https://openalex.org/W3143115631","https://openalex.org/W2016721869","https://openalex.org/W3212961124","https://openalex.org/W2993328632","https://openalex.org/W1585379439","https://openalex.org/W3197876813","https://openalex.org/W2020702452"],"abstract_inverted_index":{"Objectives:":[0],"A":[1,26],"nurse":[2,59,101,159,223,267],"duty":[3,20,102,130,198],"roster":[4,60,103,224],"is":[5,14,240],"usually":[6],"prepared":[7,169],"monthly":[8],"in":[9,114,132,204,245,256,275],"a":[10,33,133],"hospital":[11,50,76,134,264,270],"ward.":[12,135],"It":[13],"common":[15],"for":[16,99],"nurses":[17,183],"to":[18,24,36,41,55,95,192,206,222,242,253],"make":[19],"shift":[21,129],"requests":[22,48],"prior":[23],"scheduling.":[25],"ward":[27,202],"manager":[28],"normally":[29],"spends":[30],"more":[31,175],"than":[32],"working":[34],"day":[35],"manually":[37],"prepare":[38],"and":[39,49,78,86,125,148,157,184,196,218,230,258,266],"subsequently":[40],"optimally":[42,176],"adjust":[43],"the":[44,64,75,79,97,100,117,171],"schedule":[45,138],"upon":[46],"staff":[47,203],"policies.":[51],"This":[52],"study":[53],"aimed":[54],"develop":[56,96],"an":[57],"automatic":[58],"scheduling":[61,104,225,246],"system":[62,119,226,249],"with":[63,108,127,166,194,262,273],"use":[65],"of":[66],"open-source":[67,233,238],"operational":[68,90,234],"research":[69,91,110,235],"tools":[70,89,92],"by":[71,200,269],"taking":[72],"into":[73],"account":[74],"standards":[77],"constraints":[80,154,161],"from":[81],"nurses.":[82],"Methods:":[83],"Artificial":[84],"intelligence":[85],"end":[87],"user":[88,219],"were":[93,174,190],"used":[94],"code":[98],"system.":[105],"To":[106],"compare":[107],"previous":[109],"on":[111,122],"various":[112],"heuristics":[113],"employee":[115],"scheduling,":[116],"current":[118],"was":[120],"developed":[121,229],"open":[123],"architecture":[124],"adopted":[126,231],"real":[128,179],"requirements":[131],"Results:":[136],"The":[137,187,237,248],"can":[139,250],"be":[140,163,251,259],"generated":[141,188],"within":[142],"1":[143],"min":[144],"under":[145],"both":[146],"hard":[147,153],"soft":[149,160],"constraint":[150],"optimization.":[151],"All":[152],"are":[155],"fulfilled":[156],"most":[158],"could":[162],"met.":[164],"Compared":[165],"those":[167],"schedules":[168,173,189],"manually,":[170],"computer-generated":[172],"adjusted":[177],"as":[178],"time":[180],"interaction":[181],"among":[182],"management":[185],"personnel.":[186],"flexible":[191],"cope":[193],"daily":[195],"hourly":[197],"changes":[199],"redeploying":[201],"order":[205],"maintain":[207],"safe":[208],"staffing":[209],"levels.":[210],"Conclusions:":[211],"An":[212],"economical":[213],"but":[214],"yet":[215],"highly":[216],"efficient":[217],"friendly":[220],"solution":[221],"has":[227],"been":[228],"using":[232],"methodology.":[236],"platform":[239],"found":[241],"perform":[243],"satisfactorily":[244],"application.":[247],"implemented":[252],"different":[254],"wards":[255],"hospitals":[257],"regularly":[260],"updated":[261],"new":[263],"polices":[265],"manpower":[268],"information":[271],"personnel":[272],"training":[274],"artificial":[276],"intelligence.":[277]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2022-06-18T00:00:00"}
