{"id":"https://openalex.org/W4379280437","doi":"https://doi.org/10.5267/j.uscm.2023.4.016","title":"Modeling the relationship between business intelligence, supply chain integration, and firm performance: Empirical study","display_name":"Modeling the relationship between business intelligence, supply chain integration, and firm performance: Empirical study","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379280437","doi":"https://doi.org/10.5267/j.uscm.2023.4.016"},"language":"en","primary_location":{"id":"doi:10.5267/j.uscm.2023.4.016","doi":"https://doi.org/10.5267/j.uscm.2023.4.016","is_oa":true,"landing_page_url":"https://doi.org/10.5267/j.uscm.2023.4.016","pdf_url":"https://doi.org/10.5267/j.uscm.2023.4.016","source":{"id":"https://openalex.org/S2764616245","display_name":"Uncertain Supply Chain Management","issn_l":"2291-6822","issn":["2291-6822","2291-6830"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312984","host_organization_name":"Growing Science","host_organization_lineage":["https://openalex.org/P4310312984"],"host_organization_lineage_names":["Growing Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Uncertain Supply Chain Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.5267/j.uscm.2023.4.016","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068125766","display_name":"Ahmad Tawfig Al-Radaideh","orcid":"https://orcid.org/0000-0003-4531-8998","observed_orcids":["https://orcid.org/0000-0003-4531-8998"]},"institutions":[{"id":"https://openalex.org/I27570832","display_name":"Jadara University","ror":"https://ror.org/001drnv35","country_code":"JO","type":"education","lineage":["https://openalex.org/I27570832"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Tawfig Al-Radaideh","raw_affiliation_strings":["Jadara University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadara University, Jordan","institution_ids":["https://openalex.org/I27570832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032458002","display_name":"Dmaithan Almajali","orcid":"https://orcid.org/0000-0002-1896-2983","observed_orcids":["https://orcid.org/0000-0002-1896-2983","https://orcid.org/0000-0003-0786-7443"]},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Dmaithan Almajali","raw_affiliation_strings":["Associate professor Applied Science Private University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate professor Applied Science Private University, Jordan","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092239166","display_name":"Omar Mohammad Ali Alqudah","orcid":"https://orcid.org/0000-0003-3227-4797","observed_orcids":["https://orcid.org/0000-0003-3227-4797"]},"institutions":[{"id":"https://openalex.org/I97864281","display_name":"Irbid National University","ror":"https://ror.org/00xfxvy87","country_code":"JO","type":"education","lineage":["https://openalex.org/I97864281"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Omar Mohammad Ali","raw_affiliation_strings":["Irbid National University , Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Irbid National University , Jordan","institution_ids":["https://openalex.org/I97864281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054408801","display_name":"Khalid Al Smadi","orcid":"https://orcid.org/0000-0001-9672-0341","observed_orcids":["https://orcid.org/0000-0001-9672-0341"]},"institutions":[{"id":"https://openalex.org/I27570832","display_name":"Jadara University","ror":"https://ror.org/001drnv35","country_code":"JO","type":"education","lineage":["https://openalex.org/I27570832"]},{"id":"https://openalex.org/I97864281","display_name":"Irbid National University","ror":"https://ror.org/00xfxvy87","country_code":"JO","type":"education","lineage":["https://openalex.org/I97864281"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Khalid Alsmadi","raw_affiliation_strings":["Jadara University, Jordan","Irbid National University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadara University, Jordan","institution_ids":["https://openalex.org/I27570832"]},{"raw_affiliation_string":"Irbid National University, Jordan","institution_ids":["https://openalex.org/I97864281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069283992","display_name":"Hassan Al Wahshat","orcid":"https://orcid.org/0009-0001-4249-6783","observed_orcids":["https://orcid.org/0009-0001-4249-6783"]},"institutions":[{"id":"https://openalex.org/I4210117471","display_name":"Ajloun National University","ror":"https://ror.org/01m28kg79","country_code":"JO","type":"education","lineage":["https://openalex.org/I4210117471"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hassan Al_Wahshat","raw_affiliation_strings":["Ajloun National University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajloun National University, Jordan","institution_ids":["https://openalex.org/I4210117471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113924214","display_name":"Fawzieh Mohammed Masa\u2019d","orcid":"https://orcid.org/0000-0002-6013-6853","observed_orcids":["https://orcid.org/0000-0002-6013-6853"]},"institutions":[{"id":"https://openalex.org/I27570832","display_name":"Jadara University","ror":"https://ror.org/001drnv35","country_code":"JO","type":"education","lineage":["https://openalex.org/I27570832"]},{"id":"https://openalex.org/I4210117471","display_name":"Ajloun National University","ror":"https://ror.org/01m28kg79","country_code":"JO","type":"education","lineage":["https://openalex.org/I4210117471"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Fawzieh Masa\u2019d","raw_affiliation_strings":["Ajloun National University, Jordan","Jadara University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajloun National University, Jordan","institution_ids":["https://openalex.org/I4210117471"]},{"raw_affiliation_string":"Jadara University, Jordan","institution_ids":["https://openalex.org/I27570832"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032458002"],"corresponding_institution_ids":["https://openalex.org/I146367977"],"apc_list":null,"apc_paid":null,"fwci":3.4472,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.92550318,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"3","first_page":"1057","last_page":"1064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7670999765396118,"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":0.7670999765396118,"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/T10164","display_name":"Quality and Supply Management","score":0.21199999749660492,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.006599999964237213,"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":1.0},{"id":"https://openalex.org/keywords/supply-chain-integration","display_name":"supply chain integration","score":1.0},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":1.0},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.996999979019165},{"id":"https://openalex.org/keywords/jordanian-smes","display_name":"Jordanian SMEs","score":0.9419999718666077},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"supply chain management","score":0.8029999732971191},{"id":"https://openalex.org/keywords/emerging-markets","display_name":"emerging markets","score":0.925000011920929}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.720024824142456},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6816028356552124},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6810188889503479},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6685675382614136},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5554917454719543},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5296722650527954},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5158102512359619},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.512010395526886},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.4886093735694885},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4813483655452728},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.35448241233825684},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3514190912246704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10187795758247375},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5267/j.uscm.2023.4.016","doi":"https://doi.org/10.5267/j.uscm.2023.4.016","is_oa":true,"landing_page_url":"https://doi.org/10.5267/j.uscm.2023.4.016","pdf_url":"https://doi.org/10.5267/j.uscm.2023.4.016","source":{"id":"https://openalex.org/S2764616245","display_name":"Uncertain Supply Chain Management","issn_l":"2291-6822","issn":["2291-6822","2291-6830"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312984","host_organization_name":"Growing Science","host_organization_lineage":["https://openalex.org/P4310312984"],"host_organization_lineage_names":["Growing Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Uncertain Supply Chain Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5267/j.uscm.2023.4.016","doi":"https://doi.org/10.5267/j.uscm.2023.4.016","is_oa":true,"landing_page_url":"https://doi.org/10.5267/j.uscm.2023.4.016","pdf_url":"https://doi.org/10.5267/j.uscm.2023.4.016","source":{"id":"https://openalex.org/S2764616245","display_name":"Uncertain Supply Chain Management","issn_l":"2291-6822","issn":["2291-6822","2291-6830"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310312984","host_organization_name":"Growing Science","host_organization_lineage":["https://openalex.org/P4310312984"],"host_organization_lineage_names":["Growing Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Uncertain Supply Chain Management","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379280437.pdf","grobid_xml":"https://content.openalex.org/works/W4379280437.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4405507373","https://openalex.org/W4210356565","https://openalex.org/W4318219912","https://openalex.org/W4200267103","https://openalex.org/W4390679091","https://openalex.org/W7136080410","https://openalex.org/W4404666406","https://openalex.org/W4412641883","https://openalex.org/W4413160916","https://openalex.org/W4399672131"],"abstract_inverted_index":{"This":[0],"study":[1,31,79,113,169,192,221,247],"aims":[2],"to":[3,43,69,118,171,213,233,281],"model":[4],"the":[5,45,49,71,83,107,119,129,139,154,160,168,172,183,204,220,236,252,261],"relationship":[6,72,161,253],"between":[7,48,73,162,254],"business":[8,126,180,287],"intelligence":[9,127,181,288],"(BI),":[10],"supply":[11,122,176,283],"chain":[12,123,177,284],"integration":[13],"(SCI),":[14],"and":[15,21,59,75,125,146,164,179,211,216,240,257,273,277,286],"firm":[16,60,76,88,104,147,165,217,258],"performance":[17,61,89,105,259],"in":[18,41,62,102,106,128,159,182,200,208,260,275,290,293],"Jordanian":[19,63,110,186,264],"small":[20],"medium-sized":[22],"enterprises":[23],"(SMEs)":[24],"using":[25],"structural":[26],"equation":[27],"modeling":[28],"(SEM).":[29],"The":[30,51,78,112,188,266],"utilizes":[32],"a":[33,99],"sample":[34],"of":[35,85,109,131,138,142,157,185,190,198,206,238,263],"400":[36],"SMEs":[37,199],"from":[38],"different":[39],"sectors":[40],"Jordan":[42],"investigate":[44],"hypothesized":[46],"relationships":[47],"constructs.":[50],"results":[52],"show":[53],"that":[54,82,96,223],"BI":[55,74,86,143,163,209,239],"positively":[56],"influences":[57],"SCI":[58,66,97,145,158,215,231],"SMEs.":[64,111,132,187,265],"Moreover,":[65],"was":[67],"found":[68,81],"mediate":[70],"performance.":[77,148,166,218,244],"also":[80],"impact":[84,141],"on":[87,121,144,153,175,227],"is":[90],"fully":[91,234],"mediated":[92],"by":[93],"SCI,":[94,256],"suggesting":[95],"plays":[98],"crucial":[100],"role":[101,156],"enhancing":[103],"context":[108,130,184,262],"makes":[114],"several":[115],"significant":[116],"contributions":[117],"literature":[120,174],"management":[124,178,285],"First,":[133],"it":[134,150],"provides":[135,248],"empirical":[136],"evidence":[137],"positive":[140],"Second,":[149],"sheds":[151],"light":[152],"mediating":[155],"Third,":[167],"contributes":[170],"limited":[173],"findings":[189,268],"this":[191,246],"have":[193],"practical":[194],"implications":[195],"for":[196],"managers":[197,224],"Jordan.":[201,298],"They":[202],"highlight":[203],"importance":[205],"investing":[207],"tools":[210],"strategies":[212,280],"enhance":[214],"Additionally,":[219],"suggests":[222],"should":[225],"focus":[226],"improving":[228],"their":[229,242],"firms'":[230],"practices":[232,289],"exploit":[235],"benefits":[237],"improve":[241,282],"overall":[243],"Overall,":[245],"new":[249],"insights":[250],"into":[251],"BI,":[255],"study's":[267],"can":[269],"guide":[270],"policymakers,":[271],"researchers,":[272],"practitioners":[274],"developing":[276],"implementing":[278],"effective":[279],"SMEs,":[291],"particularly":[292],"emerging":[294],"markets":[295],"such":[296],"as":[297]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-06-05T00:00:00"}
