{"id":"https://openalex.org/W4415019442","doi":"https://doi.org/10.1080/00207543.2025.2564269","title":"An investigation into picking norm times and well-being: fatigue-aware order picking planning","display_name":"An investigation into picking norm times and well-being: fatigue-aware order picking planning","publication_year":2025,"publication_date":"2025-10-09","ids":{"openalex":"https://openalex.org/W4415019442","doi":"https://doi.org/10.1080/00207543.2025.2564269"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2025.2564269","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2564269","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2025.2564269","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2025.2564269","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049268634","display_name":"Marco Giacomelli","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Giacomelli","raw_affiliation_strings":["University of Trento"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059913053","display_name":"Arpan Rijal","orcid":"https://orcid.org/0000-0001-8701-2757"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Arpan Rijal","raw_affiliation_strings":["University of Groningen"],"raw_orcid":"https://orcid.org/0000-0001-8701-2757","affiliations":[{"raw_affiliation_string":"University of Groningen","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079095675","display_name":"Francesco Pilati","orcid":"https://orcid.org/0000-0002-6085-0985"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Pilati","raw_affiliation_strings":["University of Trento"],"raw_orcid":"https://orcid.org/0000-0002-6085-0985","affiliations":[{"raw_affiliation_string":"University of Trento","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005015418","display_name":"Kees Jan Roodbergen","orcid":"https://orcid.org/0000-0002-4083-2106"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Kees Jan Roodbergen","raw_affiliation_strings":["University of Groningen"],"raw_orcid":"https://orcid.org/0000-0002-4083-2106","affiliations":[{"raw_affiliation_string":"University of Groningen","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049268634"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":1.075,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79994994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"64","issue":"3","first_page":"1079","last_page":"1103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9789999723434448,"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/order-picking","display_name":"Order picking","score":0.8709999918937683},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5367000102996826},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.46619999408721924},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.45750001072883606},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.4528999924659729},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.4348999857902527}],"concepts":[{"id":"https://openalex.org/C2779454638","wikidata":"https://www.wikidata.org/wiki/Q7100700","display_name":"Order picking","level":3,"score":0.8709999918937683},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5367000102996826},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.46619999408721924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4602000117301941},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.45750001072883606},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4544000029563904},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.4528999924659729},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.4348999857902527},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.375900000333786},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35440000891685486},{"id":"https://openalex.org/C2776543023","wikidata":"https://www.wikidata.org/wiki/Q2147046","display_name":"Rework","level":2,"score":0.3199000060558319},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30799999833106995},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.29269999265670776},{"id":"https://openalex.org/C20555606","wikidata":"https://www.wikidata.org/wiki/Q868575","display_name":"Empowerment","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C161677786","wikidata":"https://www.wikidata.org/wiki/Q2478475","display_name":"Neighbourhood (mathematics)","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2554999887943268},{"id":"https://openalex.org/C2779611367","wikidata":"https://www.wikidata.org/wiki/Q3231404","display_name":"Fast fashion","level":3,"score":0.251800000667572}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2025.2564269","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2564269","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2025.2564269","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:openaire/e1fdf50e-a654-4176-8dd5-b9e710e53bd2","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/e1fdf50e-a654-4176-8dd5-b9e710e53bd2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Giacomelli, M, Rijal, A, Pilati, F & Roodbergen, K J 2026, 'An investigation into picking norm times and well-being : Fatigue-aware order picking planning', International Journal of Production Research, vol. 64, no. 3, pp. 1079-1103. https://doi.org/10.1080/00207543.2025.2564269","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unitn.it:11572/469415","is_oa":false,"landing_page_url":"https://hdl.handle.net/11572/469415","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/00207543.2025.2564269","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2564269","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2025.2564269","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415019442.pdf","grobid_xml":"https://content.openalex.org/works/W4415019442.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W1626322969","https://openalex.org/W1975293628","https://openalex.org/W1987361686","https://openalex.org/W1995341951","https://openalex.org/W2006023920","https://openalex.org/W2009678757","https://openalex.org/W2029057256","https://openalex.org/W2036322103","https://openalex.org/W2043542602","https://openalex.org/W2043589058","https://openalex.org/W2048047764","https://openalex.org/W2057027171","https://openalex.org/W2075041695","https://openalex.org/W2105002757","https://openalex.org/W2116630167","https://openalex.org/W2125965005","https://openalex.org/W2128970394","https://openalex.org/W2129931533","https://openalex.org/W2154828301","https://openalex.org/W2172504812","https://openalex.org/W2174764041","https://openalex.org/W2253138815","https://openalex.org/W2263418898","https://openalex.org/W2293198657","https://openalex.org/W2325283512","https://openalex.org/W2408551491","https://openalex.org/W2412763061","https://openalex.org/W2468490947","https://openalex.org/W2543825592","https://openalex.org/W2562756792","https://openalex.org/W2565646189","https://openalex.org/W2588924289","https://openalex.org/W2611921695","https://openalex.org/W2612619957","https://openalex.org/W2732893316","https://openalex.org/W2751664002","https://openalex.org/W2753044269","https://openalex.org/W2767693289","https://openalex.org/W2796557653","https://openalex.org/W2885207310","https://openalex.org/W2893074017","https://openalex.org/W2921924300","https://openalex.org/W2952367389","https://openalex.org/W2953963374","https://openalex.org/W3024038277","https://openalex.org/W3032023614","https://openalex.org/W3083737609","https://openalex.org/W3121572695","https://openalex.org/W3134399921","https://openalex.org/W3143889770","https://openalex.org/W3146068232","https://openalex.org/W3195575592","https://openalex.org/W4205528770","https://openalex.org/W4206754035","https://openalex.org/W4220792920","https://openalex.org/W4281610532","https://openalex.org/W4285257366","https://openalex.org/W4321350303","https://openalex.org/W4375858950","https://openalex.org/W4377695009","https://openalex.org/W4378532207","https://openalex.org/W4386001410","https://openalex.org/W4387618423","https://openalex.org/W4388410794","https://openalex.org/W4389487901","https://openalex.org/W4391264794","https://openalex.org/W4392907305","https://openalex.org/W4402520697","https://openalex.org/W4403242295","https://openalex.org/W4405856420","https://openalex.org/W4407564799"],"related_works":[],"abstract_inverted_index":{"High":[0],"turnover":[1],"and":[2,20,82,102,130,153,195],"shortage":[3],"of":[4,45,64,69,79,89,100,140,183],"order":[5,15,57,202],"pickers":[6,101],"are":[7,106],"great":[8],"concerns":[9],"in":[10],"the":[11,38,43,87,98,128,188],"logistics":[12],"industry.":[13],"Manual":[14],"picking":[16,30,46,90,155,158],"is":[17,124],"physically":[18],"demanding":[19],"impacts":[21],"workers'":[22],"well-being.":[23,36,50,72],"Recently,":[24],"employers":[25],"have":[26,177],"agreed":[27],"to":[28,33,56,108,126,134,191,199],"adjust":[29],"norm":[31,159],"times":[32,47,160],"improve":[34],"pickers\u2032":[35],"However,":[37],"literature":[39],"lacks":[40],"understanding":[41],"about":[42],"impact":[44,88,179],"on":[48,92,170,180],"pickers'":[49],"We":[51],"propose":[52],"a":[53,67],"novel":[54],"approach":[55],"picker":[58,166],"planning":[59],"that":[60,104,145],"considers":[61],"physical":[62,93,181],"fatigue":[63,116,167,182],"workers":[65,105],"as":[66],"measure":[68],"concern":[70],"for":[71],"The":[73,138],"model":[74],"we":[75,96],"develop":[76],"generates":[77],"batches":[78],"orders,":[80],"assigns":[81],"sequences":[83],"them":[84],"while":[85],"considering":[86],"time":[91,148],"fatigue.":[94],"Crucially,":[95],"consider":[97],"behaviour":[99],"assume":[103],"empowered":[107],"take":[109],"spontaneous":[110],"breaks":[111],"when":[112],"they":[113],"reach":[114],"critical":[115,189],"levels.":[117],"An":[118],"adaptive":[119],"large":[120],"neighbourhood":[121],"search":[122],"algorithm":[123],"proposed":[125],"address":[127],"problem":[129],"conduct":[131],"extensive":[132],"experiments":[133],"generate":[135],"managerial":[136],"insights.":[137],"results":[139],"traditional":[141],"retail":[142],"scenarios":[143],"show":[144],"imposing":[146],"strict":[147],"targets":[149],"can":[150,164,176],"harm":[151],"well-being":[152],"hurt":[154],"efficiency.":[156],"Increasing":[157],"by":[161,168],"only":[162],"1%":[163],"reduce":[165],"10%":[169],"average.":[171],"Furthermore,":[172],"warehouse":[173],"design":[174],"decisions":[175],"an":[178],"workers.":[184],"This":[185],"research":[186],"demonstrates":[187],"need":[190],"reevaluate":[192],"operational":[193],"strategies":[194],"prioritise":[196],"worker":[197],"empowerment":[198],"achieve":[200],"sustainable":[201],"picking.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
