{"id":"https://openalex.org/W7160500349","doi":"https://doi.org/10.3390/systems14050514","title":"Does Digital Intelligence Technology Promote Integrated Innovation in the New Energy Industry? Evidence from China","display_name":"Does Digital Intelligence Technology Promote Integrated Innovation in the New Energy Industry? Evidence from China","publication_year":2026,"publication_date":"2026-05-06","ids":{"openalex":"https://openalex.org/W7160500349","doi":"https://doi.org/10.3390/systems14050514"},"language":"en","primary_location":{"id":"doi:10.3390/systems14050514","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14050514","pdf_url":"https://www.mdpi.com/2079-8954/14/5/514/pdf?version=1778064247","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/14/5/514/pdf?version=1778064247","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135610263","display_name":"Zhibo Zhao","orcid":"https://orcid.org/0000-0002-4797-5441"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibo Zhao","raw_affiliation_strings":["School of Finance, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250100, China"],"raw_orcid":"https://orcid.org/0000-0002-4797-5441","affiliations":[{"raw_affiliation_string":"School of Finance, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250100, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063501089","display_name":"Zhe Huang","orcid":"https://orcid.org/0000-0001-6411-6617"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Huang","raw_affiliation_strings":["School of Finance, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Finance, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250100, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135637307","display_name":"Yufei Qiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yufei Qiao","raw_affiliation_strings":["Shandong Provincial Territorial Spatial Ecological Restoration Center, Jinan 250014, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provincial Territorial Spatial Ecological Restoration Center, Jinan 250014, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135569142","display_name":"Jiamin Ren","orcid":"https://orcid.org/0009-0000-5457-5051"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiamin Ren","raw_affiliation_strings":["College of Geography and Environment, Shandong Normal University, Jinan 250358, China"],"raw_orcid":"https://orcid.org/0009-0000-5457-5051","affiliations":[{"raw_affiliation_string":"College of Geography and Environment, Shandong Normal University, Jinan 250358, China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5135569142"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58230166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"5","first_page":"514","last_page":"514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.1526000052690506,"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"}},"topics":[{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.1526000052690506,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.08560000360012054,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.07360000163316727,"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/government","display_name":"Government (linguistics)","score":0.4982999861240387},{"id":"https://openalex.org/keywords/multiplier","display_name":"Multiplier (economics)","score":0.45249998569488525},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4311000108718872},{"id":"https://openalex.org/keywords/subsidy","display_name":"Subsidy","score":0.4221000075340271},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.4163999855518341},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.3564999997615814},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.35280001163482666},{"id":"https://openalex.org/keywords/r-d-intensity","display_name":"R&D intensity","score":0.34689998626708984},{"id":"https://openalex.org/keywords/innovation-management","display_name":"Innovation management","score":0.3398999869823456}],"concepts":[{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5457000136375427},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5375999808311462},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4982999861240387},{"id":"https://openalex.org/C124584101","wikidata":"https://www.wikidata.org/wiki/Q1053266","display_name":"Multiplier (economics)","level":2,"score":0.45249998569488525},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4311000108718872},{"id":"https://openalex.org/C84265765","wikidata":"https://www.wikidata.org/wiki/Q193219","display_name":"Subsidy","level":2,"score":0.4221000075340271},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.4163999855518341},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.35280001163482666},{"id":"https://openalex.org/C2780888560","wikidata":"https://www.wikidata.org/wiki/Q9852","display_name":"R&D intensity","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C186037533","wikidata":"https://www.wikidata.org/wiki/Q794803","display_name":"Innovation management","level":2,"score":0.3398999869823456},{"id":"https://openalex.org/C2985272809","wikidata":"https://www.wikidata.org/wiki/Q211017","display_name":"Digital government","level":3,"score":0.3248000144958496},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3163999915122986},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C3018081369","wikidata":"https://www.wikidata.org/wiki/Q7016409","display_name":"New energy","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C2779816654","wikidata":"https://www.wikidata.org/wiki/Q493754","display_name":"Leapfrogging","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C33842695","wikidata":"https://www.wikidata.org/wiki/Q490513","display_name":"Foreign direct investment","level":2,"score":0.2590000033378601}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems14050514","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14050514","pdf_url":"https://www.mdpi.com/2079-8954/14/5/514/pdf?version=1778064247","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c7ee3a0a03c34463aafa082d9c37f4c6","is_oa":true,"landing_page_url":"https://doaj.org/article/c7ee3a0a03c34463aafa082d9c37f4c6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 14, Iss 5, p 514 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems14050514","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14050514","pdf_url":"https://www.mdpi.com/2079-8954/14/5/514/pdf?version=1778064247","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6759950518608093,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7160500349.pdf","grobid_xml":"https://content.openalex.org/works/W7160500349.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1570322089","https://openalex.org/W1969465969","https://openalex.org/W2014623806","https://openalex.org/W2021244545","https://openalex.org/W2051128202","https://openalex.org/W2141705816","https://openalex.org/W2142100511","https://openalex.org/W2145306959","https://openalex.org/W2158126176","https://openalex.org/W2760842245","https://openalex.org/W2800960276","https://openalex.org/W2808867509","https://openalex.org/W2901939020","https://openalex.org/W2912275277","https://openalex.org/W2939826335","https://openalex.org/W2940549837","https://openalex.org/W2963849010","https://openalex.org/W2978346165","https://openalex.org/W2988536829","https://openalex.org/W2990784333","https://openalex.org/W2998473448","https://openalex.org/W3034713566","https://openalex.org/W3081426476","https://openalex.org/W3093646510","https://openalex.org/W3093821457","https://openalex.org/W3094131881","https://openalex.org/W3121648137","https://openalex.org/W3122121511","https://openalex.org/W3122745657","https://openalex.org/W3164931395","https://openalex.org/W3186395414","https://openalex.org/W3188776388","https://openalex.org/W4205569451","https://openalex.org/W4225125810","https://openalex.org/W4285586386","https://openalex.org/W4293187889","https://openalex.org/W4293225915","https://openalex.org/W4310555241","https://openalex.org/W4376636369","https://openalex.org/W4381192353","https://openalex.org/W4384285169","https://openalex.org/W4385758300","https://openalex.org/W4385977211","https://openalex.org/W4386501059","https://openalex.org/W4387004596","https://openalex.org/W4390740981","https://openalex.org/W4391573446","https://openalex.org/W4393052747","https://openalex.org/W4394789172","https://openalex.org/W4396534017","https://openalex.org/W4399071863","https://openalex.org/W4399459753","https://openalex.org/W4399925141","https://openalex.org/W4400913821","https://openalex.org/W4406049475","https://openalex.org/W4408589970","https://openalex.org/W4411991346","https://openalex.org/W4412644729","https://openalex.org/W4414278859","https://openalex.org/W4416408363","https://openalex.org/W4417408688"],"related_works":[],"abstract_inverted_index":{"The":[0],"New":[1],"Energy":[2],"Industry":[3],"(NEI)":[4],"is":[5,96],"a":[6,54,109,124,191],"strategic":[7,174],"sector":[8],"for":[9,150,176],"harmonizing":[10],"the":[11,51,67,132,188],"energy-economy-environment":[12],"nexus,":[13],"yet":[14],"it":[15],"faces":[16],"challenges":[17],"from":[18,30,61],"high":[19],"technological":[20],"complexity":[21],"and":[22,74,90,102,114,136,166,182,196],"industrial":[23],"fragmentation.":[24],"DIT":[25,70,81,122,149],"enables":[26],"enterprises":[27],"to":[28,33,63,154,178],"transition":[29],"passive":[31],"response":[32],"proactive":[34],"implementation":[35],"of":[36,57,69,134],"systematic":[37],"adjustments.":[38],"This":[39,94],"study":[40],"explores":[41],"how":[42],"Digital":[43],"Intelligence":[44],"Technology":[45],"(DIT)":[46],"drives":[47],"integrated":[48,84],"innovation":[49,85,138],"within":[50],"sector.":[52],"Utilizing":[53],"panel":[55],"dataset":[56],"750":[58],"listed":[59],"firms":[60],"2007":[62],"2023,":[64],"we":[65],"examine":[66],"influence":[68],"through":[71],"mediation,":[72],"threshold,":[73],"moderation":[75],"models.":[76],"Our":[77],"findings":[78],"indicate":[79],"that":[80],"significantly":[82],"facilitates":[83],"by":[86,157],"expanding":[87],"corporate":[88],"capabilities":[89],"reducing":[91],"information":[92],"asymmetries.":[93],"impact":[95],"primarily":[97],"contingent":[98],"upon":[99],"R&D":[100,106,118,180],"intensity":[101,107],"government":[103],"subsidies.":[104],"Notably,":[105],"exhibits":[108],"triple-threshold":[110],"effect":[111,126],"(3.82%,":[112],"7.47%,":[113],"7.88%);":[115],"specifically,":[116],"once":[117],"investment":[119],"surpasses":[120],"7.88%,":[121],"generates":[123],"multiplier":[125],"with":[127],"internal":[128,135],"capabilities,":[129],"substantially":[130],"accelerating":[131],"integration":[133],"external":[137],"elements.":[139],"Furthermore,":[140],"State-Owned":[141],"Enterprises":[142],"(SOEs)":[143],"demonstrate":[144],"superior":[145],"efficiency":[146],"in":[147],"leveraging":[148],"innovative":[151],"outcomes":[152],"compared":[153],"non-SOEs,":[155],"bolstered":[156],"policy":[158],"advantages.":[159],"Government":[160],"subsidies":[161],"further":[162],"mitigate":[163],"resource":[164],"constraints":[165],"enhance":[167],"risk-bearing":[168],"capacity.":[169],"These":[170],"results":[171],"provide":[172],"critical":[173],"insights":[175],"NEI":[177],"refine":[179],"management":[181],"bolster":[183],"human":[184],"capital,":[185],"ultimately":[186],"helping":[187],"industry":[189],"achieve":[190],"balance":[192],"between":[193],"economic":[194],"growth":[195],"environmental":[197],"sustainability.":[198]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-05-08T00:00:00"}