{"id":"https://openalex.org/W3175933965","doi":"https://doi.org/10.1108/jeim-11-2020-0478","title":"How novice analysts understand supply chain process models: an experimental study of using diagrams and texts","display_name":"How novice analysts understand supply chain process models: an experimental study of using diagrams and texts","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3175933965","doi":"https://doi.org/10.1108/jeim-11-2020-0478","mag":"3175933965"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-11-2020-0478","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-11-2020-0478","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","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/A5065001181","display_name":"Joerg Leukel","orcid":"https://orcid.org/0000-0002-4146-9812"},"institutions":[{"id":"https://openalex.org/I110079840","display_name":"University of Hohenheim","ror":"https://ror.org/00b1c9541","country_code":"DE","type":"education","lineage":["https://openalex.org/I110079840"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joerg Leukel","raw_affiliation_strings":["Universit\u00e4t Hohenheim, Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4146-9812","affiliations":[{"raw_affiliation_string":"Universit\u00e4t Hohenheim, Stuttgart, Germany","institution_ids":["https://openalex.org/I110079840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080285200","display_name":"Vijayan Sugumaran","orcid":"https://orcid.org/0000-0003-2557-3182"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijayan Sugumaran","raw_affiliation_strings":["Department of Decision and Information Sciences, School of Business Administration, Oakland University, Rochester, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Decision and Information Sciences, School of Business Administration, Oakland University, Rochester, Michigan, USA","institution_ids":["https://openalex.org/I177721651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6349,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73244434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"35","issue":"3","first_page":"757","last_page":"773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9979000091552734,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9979000091552734,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11024","display_name":"Information Systems Theories and Implementation","score":0.9868000149726868,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/diagrammatic-reasoning","display_name":"Diagrammatic reasoning","score":0.7549500465393066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6565275192260742},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5199257731437683},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4874108135700226},{"id":"https://openalex.org/keywords/use-case-diagram","display_name":"Use Case Diagram","score":0.47479385137557983},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4491710662841797},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3411727547645569},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33955061435699463},{"id":"https://openalex.org/keywords/unified-modeling-language","display_name":"Unified Modeling Language","score":0.2307712733745575},{"id":"https://openalex.org/keywords/class-diagram","display_name":"Class diagram","score":0.2241232693195343},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1301053762435913},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11603149771690369},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09983932971954346}],"concepts":[{"id":"https://openalex.org/C106624574","wikidata":"https://www.wikidata.org/wiki/Q5270387","display_name":"Diagrammatic reasoning","level":2,"score":0.7549500465393066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6565275192260742},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5199257731437683},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4874108135700226},{"id":"https://openalex.org/C161756209","wikidata":"https://www.wikidata.org/wiki/Q613423","display_name":"Use Case Diagram","level":5,"score":0.47479385137557983},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4491710662841797},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3411727547645569},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33955061435699463},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.2307712733745575},{"id":"https://openalex.org/C202446494","wikidata":"https://www.wikidata.org/wiki/Q664166","display_name":"Class diagram","level":4,"score":0.2241232693195343},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1301053762435913},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11603149771690369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09983932971954346},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jeim-11-2020-0478","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-11-2020-0478","pdf_url":null,"source":{"id":"https://openalex.org/S141478581","display_name":"Journal of Enterprise Information Management","issn_l":"1741-0398","issn":["1741-0398","1758-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Enterprise Information Management","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":45,"referenced_works":["https://openalex.org/W1504914694","https://openalex.org/W1520279652","https://openalex.org/W1802247608","https://openalex.org/W1863462177","https://openalex.org/W1964757078","https://openalex.org/W1965481657","https://openalex.org/W1965728210","https://openalex.org/W1985479445","https://openalex.org/W1995032608","https://openalex.org/W2012656354","https://openalex.org/W2019446796","https://openalex.org/W2031992314","https://openalex.org/W2033455994","https://openalex.org/W2042060044","https://openalex.org/W2046517298","https://openalex.org/W2068161598","https://openalex.org/W2070854196","https://openalex.org/W2081503819","https://openalex.org/W2081887392","https://openalex.org/W2098274641","https://openalex.org/W2109947767","https://openalex.org/W2113348250","https://openalex.org/W2123462936","https://openalex.org/W2143015893","https://openalex.org/W2151113201","https://openalex.org/W2152574831","https://openalex.org/W2155603783","https://openalex.org/W2161745277","https://openalex.org/W2462140835","https://openalex.org/W2751331657","https://openalex.org/W2791402925","https://openalex.org/W2792865795","https://openalex.org/W2809888049","https://openalex.org/W2897464257","https://openalex.org/W2900312354","https://openalex.org/W2905868572","https://openalex.org/W2912050139","https://openalex.org/W2966089156","https://openalex.org/W2971888983","https://openalex.org/W2997300846","https://openalex.org/W3039574725","https://openalex.org/W3043957417","https://openalex.org/W3054964350","https://openalex.org/W3107645909","https://openalex.org/W3125018233"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W3003518673","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2243494072","https://openalex.org/W2933723564","https://openalex.org/W4288417689","https://openalex.org/W1582653816","https://openalex.org/W1864128617"],"abstract_inverted_index":{"Purpose":[0],"Process":[1],"models":[2,44,178],"specific":[3],"to":[4,36,53,75,138,202,216],"the":[5,14,38,77,87,97,141,154,162,195,212],"supply":[6,27,41,175],"chain":[7,28,42,176],"domain":[8,50,150],"are":[9,168,200],"an":[10,180],"important":[11],"tool":[12],"for":[13,45,66,116,174,183],"analysis":[15],"of":[16,21,32,40,194],"interorganizational":[17],"interfaces":[18],"and":[19,130,152,206,219,228],"requirements":[20],"information":[22,114,129,133],"technology":[23],"(IT)":[24],"systems":[25],"supporting":[26],"decision-making.":[29],"The":[30,144,165],"purpose":[31],"this":[33,132],"study":[34,205,210],"is":[35,188],"examine":[37],"effectiveness":[39],"process":[43,177],"novice":[46,67,184],"analysts":[47,68],"in":[48,126,134,149,170,190],"conveying":[49],"semantics":[51],"compared":[52,137],"alternative":[54],"textual":[55,105,142,229],"representations.":[56,106,230],"Design/methodology/approach":[57],"A":[58],"laboratory":[59],"experiment":[60],"with":[61,82,102],"graduate":[62],"students":[63],"as":[64,158,160],"proxies":[65],"was":[69,109,156],"conducted.":[70],"Participants":[71],"were":[72,123],"randomly":[73],"assigned":[74],"either":[76],"diagram":[78,213],"group,":[79,99],"which":[80,100,199],"worked":[81,101],"\u201cthread":[83],"diagrams\u201d":[84],"created":[85],"from":[86],"modeling":[88],"grammar":[89],"\u201cSupply":[90],"Chain":[91],"Operation":[92],"Reference":[93],"(SCOR)":[94],"model\u201d,":[95],"or":[96],"text":[98],"semantically":[103],"equivalent":[104],"Domain":[107],"understanding":[108],"measured":[110],"using":[111,140,153,161],"cognitively":[112],"demanding":[113],"acquisition":[115],"two":[117],"different":[118],"domains.":[119],"Findings":[120],"Diagram":[121],"users":[122],"more":[124],"accurate":[125],"identifying":[127],"product-related":[128],"organizing":[131],"a":[135,221],"graph":[136],"those":[139],"representation.":[143],"authors":[145],"found":[146],"considerable":[147],"improvements":[148],"understanding,":[151],"diagrams":[155],"perceived":[157],"easy":[159],"texts.":[163],"Originality/value":[164],"study's":[166],"findings":[167],"unique":[169],"providing":[171],"empirical":[172,223],"evidence":[173,187],"being":[179],"effective":[181],"representation":[182],"analysts.":[185],"Such":[186],"lacking":[189],"prior":[191],"research":[192],"because":[193],"evaluation":[196,224],"methods":[197],"used,":[198],"limited":[201],"scenario,":[203],"case":[204],"informed":[207],"argument.":[208],"This":[209],"adds":[211],"user's":[214],"perspective":[215],"that":[217],"literature":[218],"provides":[220],"rigorous":[222],"by":[225],"contrasting":[226],"diagrammatic":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}