{"id":"https://openalex.org/W3093852034","doi":"https://doi.org/10.1080/12460125.2020.1838037","title":"Graduate students as surrogates for managers in business intelligence and analytics research: a preliminary study","display_name":"Graduate students as surrogates for managers in business intelligence and analytics research: a preliminary study","publication_year":2020,"publication_date":"2020-10-23","ids":{"openalex":"https://openalex.org/W3093852034","doi":"https://doi.org/10.1080/12460125.2020.1838037","mag":"3093852034"},"language":"en","primary_location":{"id":"doi:10.1080/12460125.2020.1838037","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2020.1838037","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"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"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision Systems","raw_type":"journal-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/A5057793892","display_name":"Yutong Song","orcid":"https://orcid.org/0000-0001-7681-4762"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yutong Song","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015143642","display_name":"David Arnott","orcid":"https://orcid.org/0000-0002-6527-8527"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"David Arnott","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040334493","display_name":"Shijia Gao","orcid":"https://orcid.org/0000-0003-1518-1724"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shijia Gao","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015143642"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":1.5255,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85504724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"31","issue":"3","first_page":"280","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9990000128746033,"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.9674000144004822,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.7675995230674744},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.7432944774627686},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5910143256187439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570769309997559},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.545994758605957},{"id":"https://openalex.org/keywords/business-activity-monitoring","display_name":"Business activity monitoring","score":0.4972992241382599},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4875278174877167},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4834483563899994},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3585265278816223},{"id":"https://openalex.org/keywords/business-analysis","display_name":"Business analysis","score":0.26187676191329956},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.1945914328098297},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.17612722516059875},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.17193356156349182},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15690985321998596},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14843976497650146}],"concepts":[{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.7675995230674744},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.7432944774627686},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5910143256187439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570769309997559},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.545994758605957},{"id":"https://openalex.org/C74359761","wikidata":"https://www.wikidata.org/wiki/Q642541","display_name":"Business activity monitoring","level":5,"score":0.4972992241382599},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4875278174877167},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4834483563899994},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3585265278816223},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.26187676191329956},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.1945914328098297},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.17612722516059875},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.17193356156349182},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15690985321998596},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14843976497650146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/12460125.2020.1838037","is_oa":false,"landing_page_url":"https://doi.org/10.1080/12460125.2020.1838037","pdf_url":null,"source":{"id":"https://openalex.org/S119153320","display_name":"Journal of Decision System","issn_l":"1246-0125","issn":["1246-0125","2116-7052"],"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"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Decision Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W106987956","https://openalex.org/W182719736","https://openalex.org/W628172195","https://openalex.org/W1499997051","https://openalex.org/W1554845854","https://openalex.org/W1594588653","https://openalex.org/W1666649037","https://openalex.org/W1778357938","https://openalex.org/W1791587663","https://openalex.org/W1967966640","https://openalex.org/W1977577597","https://openalex.org/W1983217349","https://openalex.org/W1983403697","https://openalex.org/W1991600514","https://openalex.org/W1992539472","https://openalex.org/W1994526295","https://openalex.org/W1996773880","https://openalex.org/W2000402020","https://openalex.org/W2001265555","https://openalex.org/W2008448232","https://openalex.org/W2009822858","https://openalex.org/W2011750174","https://openalex.org/W2011827594","https://openalex.org/W2011876021","https://openalex.org/W2015184774","https://openalex.org/W2022184728","https://openalex.org/W2028634889","https://openalex.org/W2029965211","https://openalex.org/W2039530193","https://openalex.org/W2047456286","https://openalex.org/W2052414892","https://openalex.org/W2058212234","https://openalex.org/W2059495184","https://openalex.org/W2059528567","https://openalex.org/W2060370529","https://openalex.org/W2061293631","https://openalex.org/W2066475960","https://openalex.org/W2070327529","https://openalex.org/W2074841635","https://openalex.org/W2078622454","https://openalex.org/W2081391452","https://openalex.org/W2089856841","https://openalex.org/W2104153957","https://openalex.org/W2118717649","https://openalex.org/W2123952056","https://openalex.org/W2151844074","https://openalex.org/W2168351114","https://openalex.org/W2170657386","https://openalex.org/W2313923634","https://openalex.org/W2321521886","https://openalex.org/W2343482306","https://openalex.org/W2472104287","https://openalex.org/W2515205554","https://openalex.org/W2596382208","https://openalex.org/W2602657169","https://openalex.org/W2763425940","https://openalex.org/W2890413697","https://openalex.org/W2902225836","https://openalex.org/W2909274722","https://openalex.org/W2962723807","https://openalex.org/W3122264314","https://openalex.org/W3126041940","https://openalex.org/W3184330201","https://openalex.org/W4243909722","https://openalex.org/W4252358332"],"related_works":["https://openalex.org/W4367856707","https://openalex.org/W4241924994","https://openalex.org/W3068949829","https://openalex.org/W2048156096","https://openalex.org/W2107023905","https://openalex.org/W3003855783","https://openalex.org/W2588609363","https://openalex.org/W3130756120","https://openalex.org/W3135531217","https://openalex.org/W4321122171"],"abstract_inverted_index":{"Business":[0],"intelligence":[1],"and":[2,13,46,56,70,102,110,112],"analytics":[3],"(BI&A)":[4],"research":[5,60],"has":[6],"been":[7],"dominated":[8],"by":[9,146],"conceptual":[10],"studies,":[11,15],"simulations,":[12],"case":[14],"but":[16],"as":[17,28,134],"the":[18,53,84],"field":[19],"matures,":[20],"experimentation":[21],"is":[22,34,83],"increasing.":[23],"The":[24,81,91],"use":[25],"of":[26,58,87,107,117],"students":[27,69,130],"surrogates":[29,135],"for":[30,48,136,138],"managers":[31,71,137],"in":[32,38,105],"experiments":[33],"a":[35,59,73,88],"widespread":[36],"practice":[37],"business":[39,79],"research.":[40],"Managers":[41],"are":[42,144],"difficult":[43],"to":[44,52,76],"recruit":[45],"organise":[47],"experimental":[49],"sessions,":[50],"adding":[51],"time":[54],"span":[55],"cost":[57],"project.":[61,90],"This":[62,121],"paper":[63,122],"reports":[64],"on":[65],"an":[66],"experiment":[67,82],"where":[68],"used":[72,133],"BI&A":[74,118,147],"system":[75],"make":[77],"simulated":[78],"decisions.":[80],"first":[85],"stage":[86],"larger":[89],"study":[92],"found":[93],"that":[94,126,143],"there":[95],"were":[96],"no":[97],"significant":[98],"differences":[99],"between":[100],"student":[101],"manager":[103],"performance":[104],"terms":[106],"decision-making":[108],"quality":[109],"efficiency,":[111],"they":[113],"had":[114],"similar":[115],"perceptions":[116],"systems":[119],"use.":[120],"provides":[123],"preliminary":[124],"evidence":[125],"high":[127],"performing":[128],"graduate":[129],"may":[131],"be":[132],"investigations":[139],"concerning":[140],"structured":[141],"decisions":[142],"supported":[145],"systems.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}