{"id":"https://openalex.org/W4205175501","doi":"https://doi.org/10.3233/jifs-210981","title":"The convergence level and influencing factors of China\u2019s digital economy and real economy based on grey model and PLS- SEM","display_name":"The convergence level and influencing factors of China\u2019s digital economy and real economy based on grey model and PLS- SEM","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W4205175501","doi":"https://doi.org/10.3233/jifs-210981"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-210981","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-210981","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5071050054","display_name":"Guoteng Xu","orcid":"https://orcid.org/0000-0003-0361-2080"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoteng Xu","raw_affiliation_strings":["School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102352895","display_name":"Tingjie Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingjie Lu","raw_affiliation_strings":["School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423097","display_name":"Xia Chen","orcid":"https://orcid.org/0000-0002-1077-3133"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Chen","raw_affiliation_strings":["School of Modern Post School of Automation, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Modern Post School of Automation, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018559319","display_name":"Yiman Liu","orcid":"https://orcid.org/0000-0002-2223-7223"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yiman Liu","raw_affiliation_strings":["Faculty of Law, The Chinese University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Law, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071050054"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":1.96,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86354588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"42","issue":"3","first_page":"1575","last_page":"1605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.991100013256073,"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/T12368","display_name":"Grey System Theory Applications","score":0.991100013256073,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9828000068664551,"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/T10393","display_name":"Economic Growth and Productivity","score":0.9230999946594238,"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/convergence","display_name":"Convergence (economics)","score":0.8086838126182556},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.6509486436843872},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5843587517738342},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.57621830701828},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.43340620398521423},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4127499759197235},{"id":"https://openalex.org/keywords/economy","display_name":"Economy","score":0.3921201825141907},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3037185072898865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19391721487045288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1772085428237915},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.17352300882339478},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16694515943527222},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09693711996078491}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.8086838126182556},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6509486436843872},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5843587517738342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.57621830701828},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.43340620398521423},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4127499759197235},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.3921201825141907},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3037185072898865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19391721487045288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1772085428237915},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.17352300882339478},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16694515943527222},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09693711996078491},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-210981","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-210981","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1608836379","https://openalex.org/W1949582288","https://openalex.org/W1964585049","https://openalex.org/W1972835744","https://openalex.org/W1973932284","https://openalex.org/W1977993961","https://openalex.org/W1978466229","https://openalex.org/W2012333332","https://openalex.org/W2027982199","https://openalex.org/W2028500278","https://openalex.org/W2030076260","https://openalex.org/W2030507793","https://openalex.org/W2044803750","https://openalex.org/W2085044294","https://openalex.org/W2118740044","https://openalex.org/W2312391375","https://openalex.org/W2356361567","https://openalex.org/W2368457404","https://openalex.org/W2378430704","https://openalex.org/W2385155918","https://openalex.org/W2386515025","https://openalex.org/W2389872375","https://openalex.org/W2392157403","https://openalex.org/W2392706030","https://openalex.org/W2409589671","https://openalex.org/W2467655984","https://openalex.org/W2768636149","https://openalex.org/W2904158023","https://openalex.org/W2949794055","https://openalex.org/W2973431180","https://openalex.org/W3003359498","https://openalex.org/W3017081662","https://openalex.org/W3123764839","https://openalex.org/W3173622825","https://openalex.org/W4244325790","https://openalex.org/W6636309482","https://openalex.org/W6719634515","https://openalex.org/W6776331033","https://openalex.org/W6789293126","https://openalex.org/W7024417045","https://openalex.org/W7025220465"],"related_works":["https://openalex.org/W2303173273","https://openalex.org/W2024934382","https://openalex.org/W2513767888","https://openalex.org/W3147308590","https://openalex.org/W1528049813","https://openalex.org/W1968285868","https://openalex.org/W2364043478","https://openalex.org/W3153451317","https://openalex.org/W4313635805","https://openalex.org/W1484755706"],"abstract_inverted_index":{"The":[0,37,76],"paper":[1,77],"constructs":[2],"a":[3],"research":[4],"model":[5,13,25,32],"mainly":[6],"based":[7],"on":[8,14,33],"the":[9,15,19,34,60,69,81,97,109],"Deng\u2019s":[10],"correlation":[11],"analysis":[12,31,58],"convergence":[16,61,110],"level":[17,62,111],"measurement,":[18],"GM":[20],"(1,1)":[21],"coordinated":[22],"development":[23,70,93],"prediction":[24],"and":[26,43,67,104],"PLS-Structural":[27],"Equation":[28],"Model":[29],"(PLS-SEM)":[30],"influencing":[35,82],"factors.":[36],"data":[38],"about":[39],"China\u2019s":[40],"digital":[41],"economy":[42,45],"real":[44],"from":[46,63,72],"2005":[47,64],"to":[48,54,65,74,89],"2019":[49,66],"(totaled":[50],"2,250)":[51],"is":[52],"adopted":[53],"conduct":[55],"an":[56,87,101],"empirical":[57],"of":[59,84],"predict":[68],"trend":[71],"2020":[73],"2029.":[75],"could":[78,99],"further":[79],"analyze":[80],"factors":[83],"convergence,":[85],"in":[86,112,114],"attempt":[88],"put":[90],"forward":[91],"relevant":[92],"suggestions.":[94],"We":[95],"hope":[96],"study":[98],"provide":[100],"objective":[102],"reference":[103],"theoretical":[105],"basis":[106],"for":[107],"improving":[108],"China":[113],"some":[115],"extent.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}