{"id":"https://openalex.org/W4392243417","doi":"https://doi.org/10.1155/2024/3152363","title":"The Complexities in the R&D Competition Model with Spillover Effects in the Supply Chain","display_name":"The Complexities in the R&D Competition Model with Spillover Effects in the Supply Chain","publication_year":2024,"publication_date":"2024-02-28","ids":{"openalex":"https://openalex.org/W4392243417","doi":"https://doi.org/10.1155/2024/3152363"},"language":"en","primary_location":{"id":"doi:10.1155/2024/3152363","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/3152363","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/3152363.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2024/3152363.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052905903","display_name":"Jianli Xiao","orcid":"https://orcid.org/0000-0002-3633-4913"},"institutions":[{"id":"https://openalex.org/I4210159154","display_name":"Yiwu Science and Technology Research Institute","ror":"https://ror.org/04kvstc88","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210159154","https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianli Xiao","raw_affiliation_strings":["School of Economics and Management, Yiwu Industrial & Commercial College, Yiwu 322000, China"],"raw_orcid":"https://orcid.org/0000-0002-3633-4913","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Yiwu Industrial & Commercial College, Yiwu 322000, China","institution_ids":["https://openalex.org/I4210159154"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023541651","display_name":"Hanli Xiao","orcid":"https://orcid.org/0000-0003-1314-0144"},"institutions":[{"id":"https://openalex.org/I4210167317","display_name":"Qiannan Normal College For Nationalities","ror":"https://ror.org/05szpc322","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210167317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanli Xiao","raw_affiliation_strings":["School of Tourism and Resources Environment, Qiannan Normal University for Nationalities, Duyun 55900, China"],"raw_orcid":"https://orcid.org/0000-0003-1314-0144","affiliations":[{"raw_affiliation_string":"School of Tourism and Resources Environment, Qiannan Normal University for Nationalities, Duyun 55900, China","institution_ids":["https://openalex.org/I4210167317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052905903"],"corresponding_institution_ids":["https://openalex.org/I4210159154"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.4693,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6231441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12137","display_name":"Economic theories and models","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11043","display_name":"Merger and Competition Analysis","score":0.9632999897003174,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spillover-effect","display_name":"Spillover effect","score":0.7439274191856384},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.6859566569328308},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6018806099891663},{"id":"https://openalex.org/keywords/chain","display_name":"Chain (unit)","score":0.4143456518650055},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3760821223258972},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3223534822463989},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3008091449737549},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.25056251883506775},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1914536952972412},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12464475631713867},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08572450280189514},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.0723448097705841}],"concepts":[{"id":"https://openalex.org/C55527203","wikidata":"https://www.wikidata.org/wiki/Q334194","display_name":"Spillover effect","level":2,"score":0.7439274191856384},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.6859566569328308},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6018806099891663},{"id":"https://openalex.org/C199185054","wikidata":"https://www.wikidata.org/wiki/Q552299","display_name":"Chain (unit)","level":2,"score":0.4143456518650055},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3760821223258972},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3223534822463989},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3008091449737549},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25056251883506775},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1914536952972412},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12464475631713867},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08572450280189514},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0723448097705841},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2024/3152363","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/3152363","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/3152363.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:793bcbec0f184da18909d08077d653e0","is_oa":true,"landing_page_url":"https://doaj.org/article/793bcbec0f184da18909d08077d653e0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2024 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2024/3152363","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2024/3152363","pdf_url":"https://downloads.hindawi.com/journals/complexity/2024/3152363.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392243417.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1768714312","https://openalex.org/W1963910039","https://openalex.org/W1971566161","https://openalex.org/W2031811504","https://openalex.org/W2055509715","https://openalex.org/W2061128820","https://openalex.org/W2068025776","https://openalex.org/W2089837532","https://openalex.org/W2112409155","https://openalex.org/W2118819267","https://openalex.org/W2130384537","https://openalex.org/W2155173084","https://openalex.org/W2159629564","https://openalex.org/W2283191420","https://openalex.org/W2524056771","https://openalex.org/W2735400686","https://openalex.org/W2771805269","https://openalex.org/W2803964260","https://openalex.org/W2884900694","https://openalex.org/W2995144452","https://openalex.org/W3000161126","https://openalex.org/W3194179240","https://openalex.org/W3196852277","https://openalex.org/W4251365383","https://openalex.org/W4309635200","https://openalex.org/W6999467928"],"related_works":["https://openalex.org/W3174705069","https://openalex.org/W2364548092","https://openalex.org/W2014368031","https://openalex.org/W2144168794","https://openalex.org/W3122379543","https://openalex.org/W2361421218","https://openalex.org/W2351205649","https://openalex.org/W2349149235","https://openalex.org/W3124536071","https://openalex.org/W2160263597"],"abstract_inverted_index":{"This":[0,30,81],"study":[1],"aims":[2],"to":[3,76,113,159],"investigate":[4],"the":[5,12,22,62,67,71,99,104,121,134,137,142,152,170,173,195,200,203,216],"research":[6],"and":[7,25,43],"development":[8],"(R&D)":[9],"competition":[10,20,26,73,106,139,175,218],"within":[11],"supply":[13],"chain,":[14],"focusing":[15],"on":[16,133],"two":[17,41,44],"aspects:":[18],"R&D":[19,38,72,105,126,138,153,174,186,217],"at":[21],"manufacturing":[23,88],"level":[24,100],"in":[27,61,103,151,169,185,215],"pricing":[28],"strategies.":[29],"paper":[31],"establishes":[32],"a":[33,77,95,114,130,145,157,166,183,211],"dynamic":[34],"game":[35],"model":[36],"of":[37,70,79,101,123,136,147,172,202],"competition,":[39],"comprising":[40],"manufacturers":[42,48],"retailers,":[45],"with":[46,98],"both":[47],"exhibiting":[49],"bounded":[50],"rationality.":[51],"The":[52,91],"key":[53],"findings":[54],"are":[55],"as":[56],"follows:":[57],"(1)":[58],"an":[59,149],"increase":[60],"adjustment":[63],"speed":[64],"positively":[65],"affects":[66],"chaotic":[68,82,196],"nature":[69],"system,":[74],"leading":[75],"state":[78,83,146,214],"disorder.":[80],"has":[84],"adverse":[85],"implications":[86],"for":[87],"profitability.":[89,161,191],"(2)":[90],"spillover":[92,110],"effect":[93,111],"exhibits":[94],"positive":[96,131],"relationship":[97],"chaos":[102],"system.":[107,140,176,219],"A":[108],"greater":[109],"contributes":[112],"more":[115,212],"turbulent":[116],"environment,":[117],"which":[118,209],"subsequently":[119],"impacts":[120],"profitability":[122],"manufacturers.":[124],"(3)":[125],"cost":[127,154],"parameters":[128,155],"exert":[129],"influence":[132],"stability":[135,171],"When":[141],"system":[143],"reaches":[144],"equilibrium,":[148],"escalation":[150],"poses":[156],"threat":[158],"manufacturer":[160,190],"(4)":[162],"Retailer":[163],"costs":[164,179],"play":[165],"detrimental":[167],"role":[168],"As":[177],"retailer":[178],"increase,":[180],"there":[181],"is":[182],"decline":[184],"levels,":[187],"thereby":[188],"diminishing":[189],"(5)":[192],"To":[193],"mitigate":[194],"state,":[197],"we":[198],"propose":[199],"implementation":[201],"time-delayed":[204],"feedback":[205],"control":[206],"(TDFC)":[207],"method,":[208],"reflects":[210],"stable":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2024-03-05T00:00:00"}