{"id":"https://openalex.org/W3207433782","doi":"https://doi.org/10.1108/jeim-11-2020-0463","title":"The role of big data for Supply Chain 4.0 in manufacturing organisations of developing countries","display_name":"The role of big data for Supply Chain 4.0 in manufacturing organisations of developing countries","publication_year":2021,"publication_date":"2021-10-10","ids":{"openalex":"https://openalex.org/W3207433782","doi":"https://doi.org/10.1108/jeim-11-2020-0463","mag":"3207433782"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-11-2020-0463","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-11-2020-0463","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/A5076756119","display_name":"Vaibhav S. Narwane","orcid":"https://orcid.org/0000-0003-3923-2805"},"institutions":[{"id":"https://openalex.org/I50783897","display_name":"K J Somaiya Medical College","ror":"https://ror.org/05f71q776","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262393","https://openalex.org/I50783897"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vaibhav S. Narwane","raw_affiliation_strings":["Mechanical Engineering, KJ Somaiya College of Engineering, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0003-3923-2805","affiliations":[{"raw_affiliation_string":"Mechanical Engineering, KJ Somaiya College of Engineering, Mumbai, India","institution_ids":["https://openalex.org/I50783897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050542730","display_name":"Rakesh D. Raut","orcid":null},"institutions":[{"id":"https://openalex.org/I864998749","display_name":"Indian Institute of Management Mumbai","ror":"https://ror.org/05q2acf12","country_code":"IN","type":"education","lineage":["https://openalex.org/I864998749"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh D. Raut","raw_affiliation_strings":["Operations and Supply Chain Management, National Institute of Industrial Engineering, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-0469-1326","affiliations":[{"raw_affiliation_string":"Operations and Supply Chain Management, National Institute of Industrial Engineering, Mumbai, India","institution_ids":["https://openalex.org/I864998749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081680196","display_name":"Vinay Surendra Yadav","orcid":"https://orcid.org/0000-0002-0744-2384"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Surendra Yadav","raw_affiliation_strings":["Mechanical Engineering, National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-0744-2384","affiliations":[{"raw_affiliation_string":"Mechanical Engineering, National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000570481","display_name":"Naoufel Cheikhrouhou","orcid":"https://orcid.org/0000-0003-2497-2528"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Naoufel Cheikhrouhou","raw_affiliation_strings":["Geneva School of Business Administration, HES-SO, Geneva, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-2497-2528","affiliations":[{"raw_affiliation_string":"Geneva School of Business Administration, HES-SO, Geneva, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047651217","display_name":"Balkrishna E. Narkhede","orcid":"https://orcid.org/0000-0002-9277-3005"},"institutions":[{"id":"https://openalex.org/I864998749","display_name":"Indian Institute of Management Mumbai","ror":"https://ror.org/05q2acf12","country_code":"IN","type":"education","lineage":["https://openalex.org/I864998749"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balkrishna E. Narkhede","raw_affiliation_strings":["Operations and Supply Chain Management, National Institute of Industrial Engineering, Mumbai, India"],"raw_orcid":"https://orcid.org/0000-0002-9277-3005","affiliations":[{"raw_affiliation_string":"Operations and Supply Chain Management, National Institute of Industrial Engineering, Mumbai, India","institution_ids":["https://openalex.org/I864998749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078852050","display_name":"Pragati Priyadarshinee","orcid":"https://orcid.org/0000-0003-1408-0577"},"institutions":[{"id":"https://openalex.org/I134892692","display_name":"Chaitanya Bharathi Institute of Technology","ror":"https://ror.org/047ymzq84","country_code":"IN","type":"education","lineage":["https://openalex.org/I134892692"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pragati Priyadarshinee","raw_affiliation_strings":["Chaitanya Bharathi Institute of Technology, Gandipet, India"],"raw_orcid":"https://orcid.org/0000-0003-1408-0577","affiliations":[{"raw_affiliation_string":"Chaitanya Bharathi Institute of Technology, Gandipet, India","institution_ids":["https://openalex.org/I134892692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076756119"],"corresponding_institution_ids":["https://openalex.org/I50783897"],"apc_list":null,"apc_paid":null,"fwci":5.5867,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.96211096,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"34","issue":"5","first_page":"1452","last_page":"1480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9879999756813049,"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":0.98580002784729,"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/big-data","display_name":"Big data","score":0.8603395819664001},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7585514783859253},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.654168426990509},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.6315188407897949},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5098921060562134},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4838899075984955},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.47252708673477173},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.45455846190452576},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.44904178380966187},{"id":"https://openalex.org/keywords/supply-network","display_name":"Supply network","score":0.4405851364135742},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4280599355697632},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3112804591655731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2947505712509155},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.26987284421920776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11052316427230835}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8603395819664001},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7585514783859253},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.654168426990509},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.6315188407897949},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5098921060562134},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4838899075984955},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.47252708673477173},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.45455846190452576},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.44904178380966187},{"id":"https://openalex.org/C2780579389","wikidata":"https://www.wikidata.org/wiki/Q17083991","display_name":"Supply network","level":3,"score":0.4405851364135742},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4280599355697632},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3112804591655731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2947505712509155},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.26987284421920776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11052316427230835},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/jeim-11-2020-0463","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-11-2020-0463","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"},{"id":"pmh:oai:hesso.tind.io:9009","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/9009","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/9009","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.41999998688697815,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":106,"referenced_works":["https://openalex.org/W1446396182","https://openalex.org/W1966778069","https://openalex.org/W1971234322","https://openalex.org/W1972047171","https://openalex.org/W1972458078","https://openalex.org/W1986660924","https://openalex.org/W1993799645","https://openalex.org/W2010928115","https://openalex.org/W2029608738","https://openalex.org/W2042539525","https://openalex.org/W2068076163","https://openalex.org/W2070665593","https://openalex.org/W2071666535","https://openalex.org/W2081222702","https://openalex.org/W2082924376","https://openalex.org/W2090838176","https://openalex.org/W2118934859","https://openalex.org/W2122411822","https://openalex.org/W2146434748","https://openalex.org/W2169380911","https://openalex.org/W2187877333","https://openalex.org/W2290173923","https://openalex.org/W2295307183","https://openalex.org/W2339446221","https://openalex.org/W2340139852","https://openalex.org/W2340823910","https://openalex.org/W2354065779","https://openalex.org/W2403226644","https://openalex.org/W2470242011","https://openalex.org/W2470843486","https://openalex.org/W2500055141","https://openalex.org/W2518687766","https://openalex.org/W2526781987","https://openalex.org/W2554116093","https://openalex.org/W2569486666","https://openalex.org/W2588338526","https://openalex.org/W2593249978","https://openalex.org/W2605514336","https://openalex.org/W2606213502","https://openalex.org/W2606989829","https://openalex.org/W2616178334","https://openalex.org/W2625815358","https://openalex.org/W2714420131","https://openalex.org/W2728975105","https://openalex.org/W2730309335","https://openalex.org/W2746007326","https://openalex.org/W2751159938","https://openalex.org/W2754236472","https://openalex.org/W2755289507","https://openalex.org/W2765397828","https://openalex.org/W2767596907","https://openalex.org/W2769593477","https://openalex.org/W2775982972","https://openalex.org/W2784191413","https://openalex.org/W2788922693","https://openalex.org/W2794026254","https://openalex.org/W2794213239","https://openalex.org/W2794739201","https://openalex.org/W2794779463","https://openalex.org/W2794992076","https://openalex.org/W2795231559","https://openalex.org/W2795870955","https://openalex.org/W2796755741","https://openalex.org/W2798021716","https://openalex.org/W2798160448","https://openalex.org/W2801978012","https://openalex.org/W2804274048","https://openalex.org/W2805914821","https://openalex.org/W2806183606","https://openalex.org/W2811256013","https://openalex.org/W2883890202","https://openalex.org/W2894362662","https://openalex.org/W2900515145","https://openalex.org/W2900726240","https://openalex.org/W2900990205","https://openalex.org/W2903851784","https://openalex.org/W2908815325","https://openalex.org/W2909453848","https://openalex.org/W2909772113","https://openalex.org/W2913039619","https://openalex.org/W2914601841","https://openalex.org/W2920221770","https://openalex.org/W2925326639","https://openalex.org/W2933958207","https://openalex.org/W2947194055","https://openalex.org/W2947436355","https://openalex.org/W2954904460","https://openalex.org/W2964623319","https://openalex.org/W2990569920","https://openalex.org/W2998740522","https://openalex.org/W3005778784","https://openalex.org/W3013474995","https://openalex.org/W3014402505","https://openalex.org/W3014469142","https://openalex.org/W3017008673","https://openalex.org/W3026347338","https://openalex.org/W3027948785","https://openalex.org/W3084250253","https://openalex.org/W3100024013","https://openalex.org/W3121177474","https://openalex.org/W3121181752","https://openalex.org/W3123613287","https://openalex.org/W3150293100","https://openalex.org/W3150796314","https://openalex.org/W4247155454","https://openalex.org/W4249649471"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4382807753","https://openalex.org/W4255224757"],"abstract_inverted_index":{"Purpose":[0],"Big":[1],"data":[2,24,47,128,163,175,198,209,235],"is":[3,72,214],"relevant":[4],"to":[5,29,40,135,189,228,237],"the":[6,42,76,91,131,136,156,170,202,205,217,230],"supply":[7],"chain,":[8],"as":[9,141,155],"it":[10],"provides":[11],"analytics":[12,236],"tools":[13],"for":[14,27,74,90,176],"decision-making":[15],"and":[16,22,33,55,67,103,108,112,117,119,143,147,150,153,193],"business":[17,53,242],"intelligence.":[18],"Supply":[19,50,177,211,239],"Chain":[20,51,178,212,240],"4.0":[21,52,179,213,241],"big":[23,127,162,174,197,208,234],"are":[25,88],"necessary":[26],"organisations":[28,87,182],"handle":[30],"volatile,":[31],"dynamic":[32],"global":[34],"value":[35],"networks.":[36],"This":[37,167,186],"paper":[38],"aims":[39],"investigate":[41],"mediating":[43,171,231],"role":[44,172,232],"of":[45,64,101,161,173,183,207,219,233],"\u201cbig":[46],"analytics\u201d":[48],"between":[49],"performance":[54,57,99],"nine":[56],"factors.":[58],"Design/methodology/approach":[59],"A":[60],"two-stage":[61],"hybrid":[62,225],"model":[63,140,226],"statistical":[65],"analysis":[66,71,95],"artificial":[68,137],"neural":[69,138],"network":[70,139],"used":[73],"analysing":[75],"data.":[77],"Data":[78],"gathered":[79],"from":[80,83],"321":[81],"responses":[82],"40":[84],"Indian":[85,220],"manufacturing":[86,181,221],"collected":[89],"analysis.":[92],"Findings":[93],"Statistical":[94],"results":[96,132,144],"show":[97,145],"that":[98],"factors":[100],"organisational":[102],"top":[104],"management,":[105],"sustainable":[106],"procurement":[107,152],"sourcing,":[109],"environmental,":[110],"information":[111],"product":[113,148],"delivery,":[114],"operational,":[115],"technical":[116],"knowledge,":[118],"collaborative":[120],"planning":[121],"have":[122],"a":[123],"significant":[124],"effect":[125],"on":[126,210],"adoption.":[129,164],"Furthermore,":[130],"were":[133],"given":[134],"input":[142],"\u201cinformation":[146],"delivery\u201d":[149],"\u201csustainable":[151],"sourcing\u201d":[154],"two":[157],"most":[158],"vital":[159],"predictors":[160],"Research":[165],"limitations/implications":[166],"study":[168,187],"confirms":[169],"in":[180,216],"developing":[184],"countries.":[185],"guides":[188],"formulate":[190],"management":[191],"policies":[192],"organisation":[194],"vision":[195],"about":[196],"analytics.":[199],"Originality/value":[200],"For":[201],"first":[203],"time,":[204],"impact":[206],"discussed":[215],"context":[218],"organisations.":[222],"The":[223],"proposed":[224],"intends":[227],"evaluate":[229],"enhance":[238],"performance.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}
