{"id":"https://openalex.org/W3119871675","doi":"https://doi.org/10.1108/jeim-07-2020-0258","title":"P2P supply chain financing, R&D investment and companies' innovation efficiency","display_name":"P2P supply chain financing, R&D investment and companies' innovation efficiency","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3119871675","doi":"https://doi.org/10.1108/jeim-07-2020-0258","mag":"3119871675"},"language":"en","primary_location":{"id":"doi:10.1108/jeim-07-2020-0258","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-07-2020-0258","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/A5019540226","display_name":"Xiongfeng Pan","orcid":"https://orcid.org/0000-0002-0350-0663"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongfeng Pan","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044665297","display_name":"Shucen Guo","orcid":"https://orcid.org/0000-0002-2107-7563"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shucen Guo","raw_affiliation_strings":["School of Economics and Management, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001032292","display_name":"Junhui Chu","orcid":"https://orcid.org/0000-0003-4687-0207"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhui Chu","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":5.2493,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.956234,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"34","issue":"1","first_page":"578","last_page":"597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9657999873161316,"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9657999873161316,"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/T10019","display_name":"Corporate Finance and Governance","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T12544","display_name":"Working Capital and Financial Performance","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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","display_name":"Supply chain","score":0.7387242913246155},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.7109123468399048},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.65849769115448},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.5812793970108032},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5222978591918945},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5180437564849854},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5107476711273193},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4167132079601288},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3023122549057007},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08266273140907288}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7387242913246155},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.7109123468399048},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.65849769115448},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5812793970108032},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5222978591918945},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5180437564849854},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5107476711273193},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4167132079601288},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3023122549057007},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08266273140907288},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jeim-07-2020-0258","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jeim-07-2020-0258","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W9414227","https://openalex.org/W599232589","https://openalex.org/W1575909763","https://openalex.org/W1582600416","https://openalex.org/W1931808198","https://openalex.org/W1982997100","https://openalex.org/W1989783608","https://openalex.org/W1991583639","https://openalex.org/W2002054168","https://openalex.org/W2032116456","https://openalex.org/W2034097067","https://openalex.org/W2038344132","https://openalex.org/W2045516049","https://openalex.org/W2066692862","https://openalex.org/W2067477819","https://openalex.org/W2072643952","https://openalex.org/W2096330200","https://openalex.org/W2137321322","https://openalex.org/W2142524360","https://openalex.org/W2161188485","https://openalex.org/W2162159649","https://openalex.org/W2353131585","https://openalex.org/W2501738985","https://openalex.org/W2585721783","https://openalex.org/W2775719470","https://openalex.org/W2791396148","https://openalex.org/W2795345568","https://openalex.org/W2808823525","https://openalex.org/W2885121591","https://openalex.org/W2901380285","https://openalex.org/W2908825956","https://openalex.org/W2912589985","https://openalex.org/W2915676051","https://openalex.org/W2928888810","https://openalex.org/W2947901210","https://openalex.org/W2948771819","https://openalex.org/W2972643183","https://openalex.org/W2973739938","https://openalex.org/W2993158697","https://openalex.org/W2998574317","https://openalex.org/W3005730547","https://openalex.org/W3006224004","https://openalex.org/W3006613696","https://openalex.org/W3015006825","https://openalex.org/W3042660753","https://openalex.org/W3043140230"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2041415459","https://openalex.org/W2593155302","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W4200071106","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W388184414"],"abstract_inverted_index":{"Purpose":[0],"The":[1,202],"purpose":[2],"of":[3,11,49,61,91,110,136,159,176,208,215,220,229,253],"this":[4,97,209],"paper":[5,225],"is":[6],"to":[7,54,103,192],"explore":[8,55],"the":[9,25,31,35,45,56,59,89,92,108,133,157,173,205,218,227,230,244,250],"impact":[10,128,158,228,242],"peer-to-peer":[12],"(P2P)":[13],"supply":[14,62,93,111,161,178,199,255],"chain":[15,63,94,112,162,179,200,256],"financing":[16,163],"on":[17,118,129,164,204,236,243],"companies'":[18,120,168,245],"innovation":[19,71,121,130,169,246],"efficiency.":[20,72],"Design/methodology/approach":[21],"This":[22,74,141,183,224],"study":[23,75,219],"takes":[24],"core":[26,78,231],"companies":[27,43,152,191],"that":[28,77,96],"invest":[29,193],"in":[30,81,88,194,234],"P2P":[32,82,160,177,195,235,254],"platform":[33],"as":[34,147],"research":[36,65,142,174,203,251],"background":[37],"and":[38,44,66,70,95,150,167,171,197,239],"uses":[39],"data":[40],"for":[41,189,217],"Chinese":[42],"systematic":[46,52],"Generalised":[47],"Method":[48],"Moments":[50],"(the":[51],"GMM)":[53],"relationship":[57],"between":[58],"improvement":[60,87,98,109],"efficiency,":[64,122,247],"development":[67],"(R&D)":[68],"investment,":[69,166],"Findings":[73],"indicates":[76],"enterprise":[79,221,232],"investment":[80,233,238],"can":[83,99,124],"cause":[84],"a":[85,126,186,212],"significant":[86,116],"efficiency":[90,113,131,170],"significantly":[100],"motivate":[101],"enterprises":[102],"increase":[104],"R&D":[105,137,165,237],"investment.":[106,138],"Although":[107],"has":[114],"no":[115],"effect":[117],"improving":[119],"it":[123,155],"have":[125],"positive":[127],"through":[132],"regulating":[134,206],"role":[135,207],"Research":[139],"limitations/implications":[140],"shows":[143],"several":[144],"limitations":[145],"such":[146],"single":[148],"industry":[149],"few":[151],"involved,":[153],"but":[154],"analyses":[156,226],"broadens":[172],"field":[175,252],"financing.":[180,257],"Practical":[181],"implications":[182],"article":[184,210],"provides":[185,211],"theoretical":[187],"direction":[188],"listed":[190],"platforms":[196],"achieve":[198],"management.":[201],"new":[213],"way":[214],"thinking":[216],"innovation.":[222],"Originality/value":[223],"its":[240],"subsequent":[241],"thus":[248],"broadening":[249]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}