{"id":"https://openalex.org/W4285730232","doi":"https://doi.org/10.1111/jbl.12315","title":"Pulled in opposite directions: A joint consideration of supply and demand uncertainty in supply chain decision\u2010making","display_name":"Pulled in opposite directions: A joint consideration of supply and demand uncertainty in supply chain decision\u2010making","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4285730232","doi":"https://doi.org/10.1111/jbl.12315"},"language":"en","primary_location":{"id":"doi:10.1111/jbl.12315","doi":"https://doi.org/10.1111/jbl.12315","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jbl.12315","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jbl.12315","source":{"id":"https://openalex.org/S38350834","display_name":"Journal of Business Logistics","issn_l":"0735-3766","issn":["0735-3766","2158-1592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Business Logistics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jbl.12315","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000914197","display_name":"Elliot Bendoly","orcid":"https://orcid.org/0000-0002-0158-8403","observed_orcids":["https://orcid.org/0000-0002-0158-8403"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elliot Bendoly","raw_affiliation_strings":["The Ohio State University, Columbus, Ohio, USA"],"raw_orcid":"https://orcid.org/0000-0002-0158-8403","affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, Ohio, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018417777","display_name":"Kenneth K. Boyer","orcid":"https://orcid.org/0000-0001-8186-7893","observed_orcids":["https://orcid.org/0000-0001-8186-7893"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ken Boyer","raw_affiliation_strings":["The Ohio State University, Columbus, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, Ohio, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027250263","display_name":"Nate Craig","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nate Craig","raw_affiliation_strings":["The Ohio State University, Columbus, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, Ohio, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032721247","display_name":"Somak Paul","orcid":"https://orcid.org/0000-0001-6332-887X","observed_orcids":["https://orcid.org/0000-0001-6332-887X"]},"institutions":[{"id":"https://openalex.org/I184813773","display_name":"California State University, East Bay","ror":"https://ror.org/04jaeba88","country_code":"US","type":"education","lineage":["https://openalex.org/I184813773"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Somak Paul","raw_affiliation_strings":["California State University, East Bay, Hayward, California, USA"],"raw_orcid":"https://orcid.org/0000-0001-6332-887X","affiliations":[{"raw_affiliation_string":"California State University, East Bay, Hayward, California, USA","institution_ids":["https://openalex.org/I184813773"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000914197"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":5.7722,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95850042,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"43","issue":"4","first_page":"448","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/supply-uncertainty","display_name":"supply uncertainty","score":0.8389999866485596},{"id":"https://openalex.org/keywords/demand-uncertainty","display_name":"demand uncertainty","score":1.0},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":0.7120000123977661},{"id":"https://openalex.org/keywords/supplier-selection","display_name":"supplier selection","score":0.47699999809265137},{"id":"https://openalex.org/keywords/sourcing-decisions","display_name":"sourcing decisions","score":0.5329999923706055},{"id":"https://openalex.org/keywords/ordering-decisions","display_name":"ordering decisions","score":0.7239999771118164},{"id":"https://openalex.org/keywords/decision-bias","display_name":"decision bias","score":0.7170000076293945},{"id":"https://openalex.org/keywords/joint-uncertainty","display_name":"joint uncertainty","score":0.40700000524520874}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8109936714172363},{"id":"https://openalex.org/C180916674","wikidata":"https://www.wikidata.org/wiki/Q3711935","display_name":"Diversification (marketing strategy)","level":2,"score":0.6837750673294067},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.5922620296478271},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.5055325031280518},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.47693151235580444},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.4727279245853424},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4696435332298279},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39790529012680054},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3716665506362915},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18639758229255676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1635093092918396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/jbl.12315","doi":"https://doi.org/10.1111/jbl.12315","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jbl.12315","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jbl.12315","source":{"id":"https://openalex.org/S38350834","display_name":"Journal of Business Logistics","issn_l":"0735-3766","issn":["0735-3766","2158-1592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Business Logistics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1111/jbl.12315","doi":"https://doi.org/10.1111/jbl.12315","is_oa":true,"landing_page_url":"https://doi.org/10.1111/jbl.12315","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/jbl.12315","source":{"id":"https://openalex.org/S38350834","display_name":"Journal of Business Logistics","issn_l":"0735-3766","issn":["0735-3766","2158-1592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Business Logistics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285730232.pdf","grobid_xml":"https://content.openalex.org/works/W4285730232.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W590344184","https://openalex.org/W1510672157","https://openalex.org/W1522625028","https://openalex.org/W1594588653","https://openalex.org/W1887237053","https://openalex.org/W1971123140","https://openalex.org/W1981676016","https://openalex.org/W1984814727","https://openalex.org/W1986746625","https://openalex.org/W1988886549","https://openalex.org/W2007046198","https://openalex.org/W2012033861","https://openalex.org/W2012520631","https://openalex.org/W2020686066","https://openalex.org/W2026664892","https://openalex.org/W2027105116","https://openalex.org/W2029272711","https://openalex.org/W2031106885","https://openalex.org/W2035782089","https://openalex.org/W2036401271","https://openalex.org/W2046242716","https://openalex.org/W2047426514","https://openalex.org/W2057708299","https://openalex.org/W2072093810","https://openalex.org/W2084924967","https://openalex.org/W2085319482","https://openalex.org/W2098364581","https://openalex.org/W2101029842","https://openalex.org/W2103053251","https://openalex.org/W2104489919","https://openalex.org/W2109836482","https://openalex.org/W2112156109","https://openalex.org/W2115628567","https://openalex.org/W2130960228","https://openalex.org/W2135839350","https://openalex.org/W2137296414","https://openalex.org/W2139560847","https://openalex.org/W2140536586","https://openalex.org/W2141640905","https://openalex.org/W2161080627","https://openalex.org/W2170882441","https://openalex.org/W2178752668","https://openalex.org/W2462182110","https://openalex.org/W2472433379","https://openalex.org/W2752490942","https://openalex.org/W2912093338","https://openalex.org/W2932270818","https://openalex.org/W2951398783","https://openalex.org/W2972816971","https://openalex.org/W2973496568","https://openalex.org/W3023695158","https://openalex.org/W3040729114","https://openalex.org/W3088085347","https://openalex.org/W3103046143","https://openalex.org/W3121285905","https://openalex.org/W3122896559","https://openalex.org/W3123001835","https://openalex.org/W3125406778","https://openalex.org/W3125444738","https://openalex.org/W3125601827","https://openalex.org/W3193157057","https://openalex.org/W4220746823","https://openalex.org/W4224323535","https://openalex.org/W4229014977","https://openalex.org/W4246477977","https://openalex.org/W4292157289","https://openalex.org/W4301958211"],"related_works":["https://openalex.org/W7065475022","https://openalex.org/W131899840","https://openalex.org/W4225327067","https://openalex.org/W2131243094","https://openalex.org/W7099695315","https://openalex.org/W4312398629","https://openalex.org/W4404687852","https://openalex.org/W2994335005","https://openalex.org/W3135877261","https://openalex.org/W4407059669"],"abstract_inverted_index":{"Abstract":[0],"Supply":[1,54],"chain":[2,160],"inventory":[3,61,172],"management":[4],"decisions":[5],"are":[6,40],"complicated":[7],"by":[8],"the":[9,44,49,101,130,135,144,147,153],"presence":[10,102],"of":[11,25,51,89,103,121,137,146],"both":[12,87,104],"downstream":[13],"(demand)":[14],"and":[15,93,106,128,162,167],"upstream":[16],"(supply)":[17],"uncertainties.":[18],"Prior":[19],"research":[20,76],"shows":[21],"that":[22,100],"each":[23],"type":[24,120],"uncertainty":[26,33,55,108,122,125,142,169],"leads":[27],"to":[28,64,82],"specific":[29],"decision":[30,47,115],"biases.":[31],"Demand":[32,124],"induces":[34],"a":[35,57,78,110],"pull\u2010to\u2010center":[36,148],"bias,":[37,59,132],"wherein":[38,60],"orders":[39],"drawn":[41],"away":[42],"from":[43,66,158],"optimal":[45],"ordering":[46],"in":[48,134],"direction":[50],"expected":[52],"demand.":[53],"elicits":[56],"diversification":[58,131],"managers":[62,163],"tend":[63],"source":[65],"multiple":[67],"suppliers,":[68],"even":[69,133],"when":[70,86],"sole":[71],"sourcing":[72],"is":[73],"optimal.":[74],"Our":[75,97,150],"employs":[77],"controlled":[79],"laboratory":[80],"experiment":[81],"study":[83],"these":[84],"biases":[85,116],"types":[88],"uncertainty\u2014that":[90],"is,":[91],"supply":[92,105,138,141,159,166],"demand":[94,107,168],"uncertainty\u2014are":[95],"present.":[96],"results":[98],"show":[99],"has":[109],"more":[111],"nuanced":[112],"effect":[113],"on":[114,164],"than":[117],"does":[118],"either":[119],"alone.":[123],"can":[126],"elicit":[127],"influence":[129],"absence":[136],"uncertainty.":[139],"Moreover,":[140],"affects":[143],"magnitude":[145],"bias.":[149],"work":[151],"reveals":[152],"need":[154],"for":[155],"further":[156],"attention":[157],"academics":[161],"how":[165],"jointly":[170],"affect":[171],"managers\u2019":[173],"decisions.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2022-07-18T00:00:00"}