{"id":"https://openalex.org/W4242739304","doi":"https://doi.org/10.1109/wsc.2007.4419853","title":"Effective workforce lifecycle management via system dynamics modeling and simulation","display_name":"Effective workforce lifecycle management via system dynamics modeling and simulation","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W4242739304","doi":"https://doi.org/10.1109/wsc.2007.4419853"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2007.4419853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419853","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Winter Simulation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5110244736","display_name":"Lianjun An","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lianjun An","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109135959","display_name":"Jun-Jang Jeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun-Jang Jeng","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711989","display_name":"Young Moo Lee","orcid":"https://orcid.org/0000-0002-5047-3143"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Young M Lee","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113672506","display_name":"Changrui Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changrui Ren","raw_affiliation_strings":["IBM China Research Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"IBM China Research Laboratory, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110244736"],"corresponding_institution_ids":["https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":3.61601642,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92639138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2187","last_page":"2195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9901000261306763,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9901000261306763,"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"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9697999954223633,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9624999761581421,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.642648458480835},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.6031477451324463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.565726637840271},{"id":"https://openalex.org/keywords/system-lifecycle","display_name":"System lifecycle","score":0.5548054575920105},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.48599061369895935},{"id":"https://openalex.org/keywords/workforce-management","display_name":"Workforce management","score":0.458373099565506},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.42284977436065674},{"id":"https://openalex.org/keywords/application-lifecycle-management","display_name":"Application lifecycle management","score":0.4212997555732727},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.41562575101852417},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36914652585983276},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18746569752693176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13561329245567322},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07392668724060059}],"concepts":[{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.642648458480835},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.6031477451324463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.565726637840271},{"id":"https://openalex.org/C35280785","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"System lifecycle","level":4,"score":0.5548054575920105},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.48599061369895935},{"id":"https://openalex.org/C2780571617","wikidata":"https://www.wikidata.org/wiki/Q2072185","display_name":"Workforce management","level":3,"score":0.458373099565506},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.42284977436065674},{"id":"https://openalex.org/C30452754","wikidata":"https://www.wikidata.org/wiki/Q621590","display_name":"Application lifecycle management","level":3,"score":0.4212997555732727},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.41562575101852417},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36914652585983276},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18746569752693176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13561329245567322},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07392668724060059},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2007.4419853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419853","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Winter Simulation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.172.923","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.172.923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc07papers/272.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W79078889","https://openalex.org/W82005447","https://openalex.org/W586192803","https://openalex.org/W608680170","https://openalex.org/W629040645","https://openalex.org/W1967880593","https://openalex.org/W1974328939","https://openalex.org/W2031906988","https://openalex.org/W2045461171","https://openalex.org/W2083895543","https://openalex.org/W2087731666","https://openalex.org/W2104979946","https://openalex.org/W2159052542","https://openalex.org/W2293434594","https://openalex.org/W2403011777","https://openalex.org/W2497622547","https://openalex.org/W6603247630","https://openalex.org/W6603257875","https://openalex.org/W6617315407","https://openalex.org/W6618764923","https://openalex.org/W6829533000","https://openalex.org/W6999417629"],"related_works":["https://openalex.org/W1546685302","https://openalex.org/W2386546059","https://openalex.org/W2352001183","https://openalex.org/W2118149557","https://openalex.org/W2065093007","https://openalex.org/W3112998850","https://openalex.org/W2915565251","https://openalex.org/W2158200782","https://openalex.org/W4206798131","https://openalex.org/W2752841828"],"abstract_inverted_index":{"Efficiently":[0],"planning":[1],"and":[2,30,47,79,101,124,128],"managing":[3],"workforce":[4,24,66,106,125],"is":[5,26],"a":[6,55],"challenge":[7],"imposed":[8],"on":[9],"many":[10],"companies,":[11],"especially":[12],"for":[13],"those":[14],"in":[15,104],"the":[16,32,36,40,65,72,80,85,98,105,110],"service":[17],"industry.":[18],"The":[19,115],"target":[20],"of":[21,58,112,117],"an":[22],"effective":[23],"management":[25,67,126],"to":[27,43,63,96,136],"recruit,":[28],"develop":[29],"deploy":[31],"right":[33,37,41],"people":[34],"at":[35,39],"places":[38],"times":[42],"fulfill":[44],"both":[45,71],"organizational":[46],"individual":[48],"objectives.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"propose":[54],"novel":[56],"concept":[57],"\u201cworkforce":[59],"supply":[60,81,107],"chain":[61,108],"\u201d":[62],"address":[64],"issue":[68],"by":[69],"considering":[70],"demand":[73],"side":[74,82],"issue,":[75,83],"i.e.,":[76,84],"project":[77],"management,":[78],"human":[86],"resource":[87],"management.":[88],"We":[89],"then":[90],"use":[91],"System":[92,118],"Dynamics":[93],"modeling":[94],"technique":[95],"capture":[97],"causality":[99],"relationships":[100],"feedback":[102],"loops":[103],"with":[109],"merit":[111],"system":[113,127],"thinking.":[114],"evaluation":[116],"Dynamics-based":[119],"simulation":[120],"exposes":[121],"dynamic":[122],"behavior":[123],"shows":[129],"how":[130],"adaptive":[131],"control":[132],"can":[133],"be":[134],"applied":[135],"such":[137],"system.":[138],"1":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}