{"id":"https://openalex.org/W4388398347","doi":"https://doi.org/10.1108/ijoem-01-2023-0086","title":"Structural supply chain complexity index and construct validity: a data-driven empirical approach","display_name":"Structural supply chain complexity index and construct validity: a data-driven empirical approach","publication_year":2023,"publication_date":"2023-11-05","ids":{"openalex":"https://openalex.org/W4388398347","doi":"https://doi.org/10.1108/ijoem-01-2023-0086"},"language":"en","primary_location":{"id":"doi:10.1108/ijoem-01-2023-0086","doi":"https://doi.org/10.1108/ijoem-01-2023-0086","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijoem-01-2023-0086","pdf_url":null,"source":{"id":"https://openalex.org/S116345831","display_name":"International Journal of Emerging Markets","issn_l":"1746-8809","issn":["1746-8809","1746-8817"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"International Journal of Emerging Markets","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5038584617","display_name":"Pushpesh Pant","orcid":"https://orcid.org/0000-0002-7685-354X","observed_orcids":["https://orcid.org/0000-0002-7685-354X"]},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpesh Pant","raw_affiliation_strings":["Operations Department, IMT Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0002-7685-354X","affiliations":[{"raw_affiliation_string":"Operations Department, IMT Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I166533956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021014167","display_name":"Shantanu Dutta","orcid":"https://orcid.org/0000-0002-5485-5018","observed_orcids":["https://orcid.org/0000-0002-5485-5018"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shantanu Dutta","raw_affiliation_strings":["IMT Hyderabad, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Hyderabad, Hyderabad, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078479166","display_name":"Sarada Prasad Sarmah","orcid":"https://orcid.org/0000-0001-7759-2313","observed_orcids":["https://orcid.org/0000-0001-7759-2313"]},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S.P. Sarmah","raw_affiliation_strings":["Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7632,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8713465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"6","first_page":"2455","last_page":"2490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9218999743461609,"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/T10164","display_name":"Quality and Supply Management","score":0.9218999743461609,"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/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.020600000396370888,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.01769999973475933,"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/supply-chain-complexity","display_name":"supply chain complexity","score":0.9679999947547913},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":0.902999997138977},{"id":"https://openalex.org/keywords/business-knowledge","display_name":"business knowledge","score":0.5799999833106995},{"id":"https://openalex.org/keywords/sales-strategy","display_name":"sales strategy","score":0.9599999785423279},{"id":"https://openalex.org/keywords/board-management","display_name":"board management","score":0.9860000014305115},{"id":"https://openalex.org/keywords/indian-manufacturing-companies","display_name":"Indian manufacturing companies","score":0.6069999933242798},{"id":"https://openalex.org/keywords/supplier-diversity","display_name":"supplier diversity","score":0.4580000042915344},{"id":"https://openalex.org/keywords/construct-validity","display_name":"construct validity","score":0.6200000047683716},{"id":"https://openalex.org/keywords/benchmarking","display_name":"benchmarking","score":0.35100001096725464}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.8408999443054199},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5771162509918213},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.5272777676582336},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.48410117626190186},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4697943925857544},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.46204349398612976},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4348224401473999},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.42399877309799194},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.41036832332611084},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.38107675313949585},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3560199737548828},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.32687777280807495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30588358640670776},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.1061052680015564},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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":2,"locations":[{"id":"doi:10.1108/ijoem-01-2023-0086","doi":"https://doi.org/10.1108/ijoem-01-2023-0086","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijoem-01-2023-0086","pdf_url":null,"source":{"id":"https://openalex.org/S116345831","display_name":"International Journal of Emerging Markets","issn_l":"1746-8809","issn":["1746-8809","1746-8817"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"International Journal of Emerging Markets","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eme:ijoemp:ijoem-01-2023-0086","doi":null,"is_oa":false,"landing_page_url":"https://www.emerald.com/insight/content/doi/10.1108/IJOEM-01-2023-0086/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1531519071","https://openalex.org/W1605781318","https://openalex.org/W1758250123","https://openalex.org/W1963496561","https://openalex.org/W1965263617","https://openalex.org/W1967765862","https://openalex.org/W1979780395","https://openalex.org/W1980374759","https://openalex.org/W1984093342","https://openalex.org/W1986204139","https://openalex.org/W1988395163","https://openalex.org/W1993453783","https://openalex.org/W1995875735","https://openalex.org/W2005717660","https://openalex.org/W2007073525","https://openalex.org/W2007445242","https://openalex.org/W2008345265","https://openalex.org/W2009674972","https://openalex.org/W2028337691","https://openalex.org/W2032739565","https://openalex.org/W2033222056","https://openalex.org/W2035070424","https://openalex.org/W2043370546","https://openalex.org/W2052871325","https://openalex.org/W2055397528","https://openalex.org/W2057103008","https://openalex.org/W2060155144","https://openalex.org/W2064152046","https://openalex.org/W2070576087","https://openalex.org/W2075748217","https://openalex.org/W2084920551","https://openalex.org/W2096180802","https://openalex.org/W2102199340","https://openalex.org/W2102466928","https://openalex.org/W2104211607","https://openalex.org/W2105547355","https://openalex.org/W2106100381","https://openalex.org/W2111564418","https://openalex.org/W2116639745","https://openalex.org/W2122501614","https://openalex.org/W2133723809","https://openalex.org/W2138205156","https://openalex.org/W2139122730","https://openalex.org/W2152007296","https://openalex.org/W2153970479","https://openalex.org/W2159569891","https://openalex.org/W2299164635","https://openalex.org/W2327423252","https://openalex.org/W2333967089","https://openalex.org/W2462969313","https://openalex.org/W2561212136","https://openalex.org/W2570160619","https://openalex.org/W2588236562","https://openalex.org/W2614119533","https://openalex.org/W2765805884","https://openalex.org/W2782812372","https://openalex.org/W2787291182","https://openalex.org/W2787848321","https://openalex.org/W2888522103","https://openalex.org/W2909415143","https://openalex.org/W2928968255","https://openalex.org/W2945877247","https://openalex.org/W2969627374","https://openalex.org/W2973935134","https://openalex.org/W2987816838","https://openalex.org/W2990901477","https://openalex.org/W3015455951","https://openalex.org/W3040332809","https://openalex.org/W3043318823","https://openalex.org/W3122859634","https://openalex.org/W3127734707","https://openalex.org/W3131271558","https://openalex.org/W3157221131","https://openalex.org/W3172026615","https://openalex.org/W4205207201","https://openalex.org/W4283257115","https://openalex.org/W4388205465"],"related_works":["https://openalex.org/W2787848321","https://openalex.org/W7058244191","https://openalex.org/W6999520639","https://openalex.org/W3186664041","https://openalex.org/W7098716819","https://openalex.org/W3207226406","https://openalex.org/W4224209871","https://openalex.org/W2992541885","https://openalex.org/W2912863490","https://openalex.org/W7004878880"],"abstract_inverted_index":{"Purpose":[0],"Given":[1],"the":[2,20,40,49,62,73,83,113,118,122,127,140,148,178,187,198,222],"lack":[3],"of":[4,51,75,111,115,120,124,129,201],"focus":[5],"on":[6,61,82,174],"a":[7,27,169,217],"standardized":[8],"measurement":[9],"framework":[10],"(e.g.":[11],"benchmarking":[12],"tool)":[13],"to":[14,138,158,220],"assess":[15],"and":[16,34,58,66,100,102,126,144,171,186,192,210,232],"quantify":[17],"complexity":[18,31,167],"within":[19],"supply":[21,29],"chain,":[22],"this":[23,71],"study":[24,132,150,179,205],"has":[25,90,168],"developed":[26],"unified":[28],"chain":[30],"(SCC)":[32],"index":[33,209],"validated":[35],"its":[36,212],"utility":[37],"by":[38],"examining":[39],"relationship":[41,63],"with":[42],"firm":[43,52,67,175],"performance.":[44,68,176],"More":[45],"importantly,":[46],"it":[47,215],"examines":[48],"role":[50],"owners'":[53],"business":[54,184],"knowledge,":[55],"sales":[56,190],"strategy":[57,191],"board":[59,193],"management":[60,194],"between":[64],"SCC":[65,107,208,225],"Design/methodology/approach":[69],"In":[70],"study,":[72],"unit":[74],"analysis":[76],"is":[77],"Indian":[78],"manufacturing":[79],"companies":[80],"listed":[81],"Bombay":[84],"Stock":[85],"Exchange":[86],"(BSE).":[87],"This":[88,204],"research":[89],"merged":[91],"panel":[92,134],"data":[93,97,135],"from":[94],"two":[95],"secondary":[96,228],"sources:":[98],"Bloomberg":[99],"Prowess":[101,231],"empirically":[103],"operationalized":[104],"five":[105],"key":[106],"drivers,":[108],"namely,":[109],"number":[110,114,119,123,128],"suppliers,":[112],"supplier":[116],"countries,":[117],"products,":[121],"plants":[125],"customers.":[130],"The":[131,163],"employs":[133,151],"regression":[136],"analyses":[137],"examine":[139],"proposed":[141],"conceptual":[142],"model":[143],"associated":[145],"hypotheses.":[146],"Moreover,":[147],"present":[149],"models":[152],"that":[153,166,181],"incorporate":[154],"robust":[155],"standard":[156],"errors":[157],"account":[159],"for":[160,224],"heteroscedasticity.":[161],"Findings":[162],"results":[164],"show":[165],"negative":[170,199],"significant":[172],"effect":[173,200],"Further,":[177],"reveals":[180],"an":[182,207],"owner's":[183],"knowledge":[185],"firm's":[188],"effective":[189],"can":[195],"significantly":[196],"lessen":[197],"SCC.":[202],"Originality/value":[203],"develops":[206],"validates":[211],"utility.":[213],"Also,":[214],"presents":[216],"novel":[218],"idea":[219],"operationalize":[221],"measure":[223],"characteristics":[226],"using":[227],"databases":[229],"like":[230],"Bloomberg.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-11-06T00:00:00"}
