{"id":"https://openalex.org/W7225414042","doi":"https://doi.org/10.21203/rs.3.rs-11626209/v1","title":"Integrated Cognitive Workload and Musculoskeletal Exposure Modeling for Adaptive Ergonomic Work Design","display_name":"Integrated Cognitive Workload and Musculoskeletal Exposure Modeling for Adaptive Ergonomic Work Design","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225414042","doi":"https://doi.org/10.21203/rs.3.rs-11626209/v1"},"language":"en","primary_location":{"id":"doi:10.21203/rs.3.rs-11626209/v1","doi":"https://doi.org/10.21203/rs.3.rs-11626209/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11626209/v1","pdf_url":"https://www.researchsquare.com/article/rs-11626209/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.researchsquare.com/article/rs-11626209/latest.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088921056","display_name":"Sheikh Fuzael Rahman","orcid":"https://orcid.org/0009-0001-3189-9069","observed_orcids":["https://orcid.org/0009-0001-3189-9069"]},"institutions":[{"id":"https://openalex.org/I177898655","display_name":"Lamar University","ror":"https://ror.org/008ms5s18","country_code":"US","type":"education","lineage":["https://openalex.org/I177898655"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sheikh Fuzael Rahman","raw_affiliation_strings":["Lamar University"],"raw_orcid":"https://orcid.org/0009-0001-3189-9069","affiliations":[{"raw_affiliation_string":"Lamar University","institution_ids":["https://openalex.org/I177898655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088921056"],"corresponding_institution_ids":["https://openalex.org/I177898655"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13233","display_name":"Occupational Health and Safety Management","score":0.7768999934196472,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"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/T13233","display_name":"Occupational Health and Safety Management","score":0.7768999934196472,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.1054999977350235,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13722","display_name":"Ergonomics and Human Factors","score":0.05979999899864197,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-workload","display_name":"mental workload","score":0.9919999837875366},{"id":"https://openalex.org/keywords/fatigue-accumulation","display_name":"fatigue accumulation","score":0.7120000123977661},{"id":"https://openalex.org/keywords/recovery-interval","display_name":"recovery interval","score":0.7639999985694885},{"id":"https://openalex.org/keywords/workplace-ergonomics","display_name":"workplace ergonomics","score":0.6359999775886536},{"id":"https://openalex.org/keywords/task-scheduling","display_name":"task scheduling","score":0.7419999837875366},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.972000002861023},{"id":"https://openalex.org/keywords/worker-comfort","display_name":"worker comfort","score":0.5590000152587891},{"id":"https://openalex.org/keywords/task-performance","display_name":"task performance","score":0.9509999752044678}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7878000140190125},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.574400007724762},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5644000172615051},{"id":"https://openalex.org/C166735990","wikidata":"https://www.wikidata.org/wiki/Q1750812","display_name":"Human factors and ergonomics","level":3,"score":0.4803999960422516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4562000036239624},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44749999046325684},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4239000082015991},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.40790000557899475},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.40209999680519104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40119999647140503},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.3783999979496002},{"id":"https://openalex.org/C139140526","wikidata":"https://www.wikidata.org/wiki/Q8034614","display_name":"Job design","level":4,"score":0.36419999599456787},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C58346731","wikidata":"https://www.wikidata.org/wiki/Q627339","display_name":"Job analysis","level":3,"score":0.35120001435279846},{"id":"https://openalex.org/C2909042839","wikidata":"https://www.wikidata.org/wiki/Q877796","display_name":"Cumulative trauma disorder","level":4,"score":0.33489999175071716},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C2780689630","wikidata":"https://www.wikidata.org/wiki/Q2081815","display_name":"Driving simulator","level":2,"score":0.319599986076355},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3151000142097473},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C35064395","wikidata":"https://www.wikidata.org/wiki/Q1093494","display_name":"Cognitive ergonomics","level":4,"score":0.30469998717308044},{"id":"https://openalex.org/C2777414892","wikidata":"https://www.wikidata.org/wiki/Q4116663","display_name":"Musculoskeletal disorder","level":4,"score":0.303600013256073},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.2935999929904938},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C135302770","wikidata":"https://www.wikidata.org/wiki/Q629132","display_name":"Work systems","level":3,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21203/rs.3.rs-11626209/v1","doi":"https://doi.org/10.21203/rs.3.rs-11626209/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11626209/v1","pdf_url":"https://www.researchsquare.com/article/rs-11626209/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-11626209/v1","doi":"https://doi.org/10.21203/rs.3.rs-11626209/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11626209/v1","pdf_url":"https://www.researchsquare.com/article/rs-11626209/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.766700029373169,"id":"https://metadata.un.org/sdg/3"},{"display_name":"Decent work and economic growth","score":0.6452000141143799,"id":"https://metadata.un.org/sdg/8"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225414042.pdf","grobid_xml":"https://content.openalex.org/works/W7225414042.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W3110887866","https://openalex.org/W3127704898","https://openalex.org/W3177285789","https://openalex.org/W3198908453","https://openalex.org/W4200378965","https://openalex.org/W4386624736","https://openalex.org/W4390232090","https://openalex.org/W4391099404","https://openalex.org/W7203482142","https://openalex.org/W7203649474","https://openalex.org/W7203786326","https://openalex.org/W7203819352","https://openalex.org/W7203827845","https://openalex.org/W7203856698","https://openalex.org/W7204049495","https://openalex.org/W7204938404","https://openalex.org/W7204952684","https://openalex.org/W7204970796","https://openalex.org/W7207729038","https://openalex.org/W7211928508","https://openalex.org/W7212065452","https://openalex.org/W7212230823","https://openalex.org/W7213236412","https://openalex.org/W7213286212","https://openalex.org/W7213296884","https://openalex.org/W7213297334","https://openalex.org/W7213538360","https://openalex.org/W7213552112","https://openalex.org/W7213559097","https://openalex.org/W7213560492","https://openalex.org/W7213965360","https://openalex.org/W7214100238","https://openalex.org/W7214210222","https://openalex.org/W7214361511","https://openalex.org/W7214502249","https://openalex.org/W7214640205","https://openalex.org/W7214651037","https://openalex.org/W7214930107","https://openalex.org/W7214974940","https://openalex.org/W7214998303","https://openalex.org/W7215093178","https://openalex.org/W7215108956","https://openalex.org/W7218657338","https://openalex.org/W7220414073","https://openalex.org/W7220465614","https://openalex.org/W7220845804","https://openalex.org/W7220857275","https://openalex.org/W7220868254","https://openalex.org/W7220967854","https://openalex.org/W7221014054","https://openalex.org/W7221073466","https://openalex.org/W7221075253","https://openalex.org/W7221104186","https://openalex.org/W7221132997","https://openalex.org/W7221140685","https://openalex.org/W7221154721","https://openalex.org/W7221514438"],"related_works":["https://openalex.org/W3095284819","https://openalex.org/W3173033259","https://openalex.org/W3040484732","https://openalex.org/W7168082650","https://openalex.org/W7119521483","https://openalex.org/W2971796328","https://openalex.org/W4382644505","https://openalex.org/W2792464897","https://openalex.org/W7222983619","https://openalex.org/W3019275967"],"abstract_inverted_index":{"Abstract":[0],"Cognitive":[1],"workload,":[2,44,129,196],"musculoskeletal":[3],"exposure,":[4,46,131,198],"fatigue,":[5,199],"and":[6,14,49,68,83,91,118,132,149,173,190,200],"limited":[7],"recovery":[8,50,84,116],"can":[9],"jointly":[10],"affect":[11],"worker":[12,119,154],"comfort":[13],"task":[15,81,174],"performance.":[16],"However,":[17,144],"these":[18,145],"factors":[19],"are":[20,59,147],"often":[21],"assessed":[22],"separately,":[23],"limiting":[24],"the":[25,140],"evaluation":[26],"of":[27,111],"cumulative":[28],"ergonomic":[29,38,65,171],"risk":[30,66,138,172],"over":[31],"time.":[32],"This":[33],"study":[34],"proposes":[35],"an":[36],"integrated":[37],"modeling":[39],"framework":[40,161],"that":[41,125],"combines":[42],"cognitive":[43,128],"physical":[45,130,197],"fatigue":[47,133],"accumulation,":[48],"within":[51],"a":[52,63,69,76,105,163],"common":[53],"assessment":[54],"structure.":[55],"Normalized":[56],"state":[57],"variables":[58],"used":[60],"to":[61,135],"calculate":[62],"composite":[64,137],"index,":[67],"proposed":[70,100],"multi":[71],"objective":[72],"optimization":[73],"procedure":[74,106],"provides":[75,162],"basis":[77,165],"for":[78,107,166],"examining":[79,167],"alternative":[80],"schedules":[82],"intervals.":[85],"Illustrative":[86],"scenarios":[87],"compare":[88],"low,":[89],"moderate,":[90],"high":[92],"combined":[93],"demands":[94],"under":[95,139],"specified":[96,141],"model":[97,192],"assumptions.":[98],"The":[99,121,160],"analytical":[101],"design":[102],"also":[103],"specifies":[104],"future":[108],"sensitivity":[109,188],"analysis":[110],"workload":[112],"intensity,":[113],"exposure":[114],"duration,":[115],"rate,":[117],"susceptibility.":[120],"illustrative":[122],"values":[123,146],"indicate":[124],"higher":[126],"modeled":[127,170],"correspond":[134],"greater":[136],"weighting":[142],"scheme.":[143],"hypothetical":[148],"do":[150],"not":[151],"represent":[152],"observed":[153],"data":[155,202],"or":[156],"verified":[157],"simulation":[158],"outputs.":[159],"methodological":[164],"relationships":[168],"between":[169],"performance":[175,201],"during":[176],"work":[177],"schedule":[178],"planning.":[179],"Further":[180],"research":[181],"should":[182],"implement":[183],"reproducible":[184],"computational":[185],"experiments,":[186],"conduct":[187],"analyses,":[189],"validate":[191],"predictions":[193],"against":[194],"measured":[195],"before":[203],"practical":[204],"application.":[205]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-07T00:00:00"}