{"id":"https://openalex.org/W7218115200","doi":null,"title":"Artificial Intelligence, Human Capital, and the Future of Economic Growth: A Multi-Sector Analysis of Productivity, Employment, and Structural Transformation: https://doi.org/10.5281/zenodo.19033524","display_name":"Artificial Intelligence, Human Capital, and the Future of Economic Growth: A Multi-Sector Analysis of Productivity, Employment, and Structural Transformation: https://doi.org/10.5281/zenodo.19033524","publication_year":2026,"publication_date":"2026-03-15","ids":{"openalex":"https://openalex.org/W7218115200"},"language":"en","primary_location":{"id":"pmh:oai:ajeaf.com:article/250","doi":null,"is_oa":true,"landing_page_url":"https://ajeaf.com/index.php/Journal/article/view/250","pdf_url":"https://ajeaf.com/index.php/Journal/article/download/250/275","source":{"id":"https://openalex.org/S5407038050","display_name":"Advance Journal of Econometrics and Finance","issn_l":"2959-8982","issn":["2959-8982","2959-8990"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.63075/hs0x6975","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ajeaf.com/index.php/Journal/article/download/250/275","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5154794793","display_name":"Syed Shameel Ahmed Quadri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193670377","display_name":"University of Karachi","ror":"https://ror.org/05bbbc791","country_code":"PK","type":"education","lineage":["https://openalex.org/I193670377"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Shameel Ahmed Quadri","raw_affiliation_strings":["Department of Political Science, University of Karachi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Political Science, University of Karachi","institution_ids":["https://openalex.org/I193670377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074955346","display_name":"Faizan Fareed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Faizan Fareed","raw_affiliation_strings":["Pir Mehr Ali Shah Arid Agriculture University - PMAS AAUR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pir Mehr Ali Shah Arid Agriculture University - PMAS AAUR","institution_ids":["https://openalex.org/I200749728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086068927","display_name":"Ayza Shoukat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4391012538","display_name":"University of Sahiwal","ror":"https://ror.org/02e4fn963","country_code":"PK","type":"education","lineage":["https://openalex.org/I4391012538"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ayza Shoukat","raw_affiliation_strings":["Department of Economics, University of Sahiwal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economics, University of Sahiwal","institution_ids":["https://openalex.org/I4391012538"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10393","display_name":"Economic Growth and Productivity","score":0.5160999894142151,"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/T10393","display_name":"Economic Growth and Productivity","score":0.5160999894142151,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.36010000109672546,"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/T12958","display_name":"Digital Economy and Transformation","score":0.03480000048875809,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-adoption","display_name":"artificial intelligence adoption","score":1.0},{"id":"https://openalex.org/keywords/human-capital-development","display_name":"human capital development","score":0.9070000052452087},{"id":"https://openalex.org/keywords/economic-growth","display_name":"economic growth","score":0.9990000128746033},{"id":"https://openalex.org/keywords/organizational-productivity","display_name":"organizational productivity","score":0.8209999799728394},{"id":"https://openalex.org/keywords/automation-of-routine-tasks","display_name":"automation of routine tasks","score":0.7940000295639038},{"id":"https://openalex.org/keywords/operational-efficiency","display_name":"operational efficiency","score":0.8790000081062317},{"id":"https://openalex.org/keywords/data-driven-decision-making","display_name":"data-driven decision making","score":0.9729999899864197},{"id":"https://openalex.org/keywords/job-transformation","display_name":"employment transformation","score":0.753000020980835},{"id":"https://openalex.org/keywords/structural-change","display_name":"structural change","score":0.7940000295639038},{"id":"https://openalex.org/keywords/digital-skills","display_name":"digital skills","score":0.7609999775886536},{"id":"https://openalex.org/keywords/manufacturing-industry","display_name":"manufacturing industry","score":0.7360000014305115},{"id":"https://openalex.org/keywords/service-sector","display_name":"service sector","score":0.984000027179718},{"id":"https://openalex.org/keywords/technology-industry","display_name":"technology industry","score":0.8209999799728394}],"concepts":[{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6601999998092651},{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"score":0.6549999713897705},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4551999866962433},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3855000138282776},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34610000252723694},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34139999747276306},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33899998664855957},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32179999351501465},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3181000053882599},{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C83646750","wikidata":"https://www.wikidata.org/wiki/Q193893","display_name":"Capital (architecture)","level":2,"score":0.30970001220703125},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3086000084877014},{"id":"https://openalex.org/C38775462","wikidata":"https://www.wikidata.org/wiki/Q1569376","display_name":"Transformational leadership","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C2778964270","wikidata":"https://www.wikidata.org/wiki/Q7097774","display_name":"Operational efficiency","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C44464901","wikidata":"https://www.wikidata.org/wiki/Q6770893","display_name":"Marketing and artificial intelligence","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ajeaf.com:article/250","doi":null,"is_oa":true,"landing_page_url":"https://ajeaf.com/index.php/Journal/article/view/250","pdf_url":"https://ajeaf.com/index.php/Journal/article/download/250/275","source":{"id":"https://openalex.org/S5407038050","display_name":"Advance Journal of Econometrics and Finance","issn_l":"2959-8982","issn":["2959-8982","2959-8990"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.63075/hs0x6975","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ajeaf.com:article/250","doi":null,"is_oa":true,"landing_page_url":"https://ajeaf.com/index.php/Journal/article/view/250","pdf_url":"https://ajeaf.com/index.php/Journal/article/download/250/275","source":{"id":"https://openalex.org/S5407038050","display_name":"Advance Journal of Econometrics and Finance","issn_l":"2959-8982","issn":["2959-8982","2959-8990"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.63075/hs0x6975","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"},{"score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7218115200.pdf","grobid_xml":"https://content.openalex.org/works/W7218115200.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2582336686","https://openalex.org/W2796755741","https://openalex.org/W2897697024","https://openalex.org/W2906095734","https://openalex.org/W2960630842","https://openalex.org/W2961835343","https://openalex.org/W2969625533","https://openalex.org/W2979906316","https://openalex.org/W3005778784","https://openalex.org/W3093821457","https://openalex.org/W3217445439","https://openalex.org/W4323544201","https://openalex.org/W4367178637","https://openalex.org/W4379144614","https://openalex.org/W4391910505","https://openalex.org/W4393391556","https://openalex.org/W4394855044","https://openalex.org/W4402542222","https://openalex.org/W4403233031","https://openalex.org/W4403736768","https://openalex.org/W4404145549","https://openalex.org/W4407753252","https://openalex.org/W4410252854","https://openalex.org/W4410971796","https://openalex.org/W4411582631","https://openalex.org/W4411706380","https://openalex.org/W4412043537","https://openalex.org/W4414008100","https://openalex.org/W7124336235"],"related_works":["https://openalex.org/W7213259971","https://openalex.org/W7155684944","https://openalex.org/W7163078541","https://openalex.org/W7166295250","https://openalex.org/W7163658989","https://openalex.org/W7140172735","https://openalex.org/W7208807361","https://openalex.org/W7152593510","https://openalex.org/W7208786388","https://openalex.org/W4417262363"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1,26,71,121,161,182,208],"has":[2],"emerged":[3],"as":[4,163],"a":[5,35,85,109,152],"transformative":[6],"technological":[7,221],"force":[8],"influencing":[9],"economic":[10,32,44,218],"growth,":[11],"labor":[12],"markets,":[13],"and":[14,31,42,52,63,77,125,132,140,209,220],"productivity":[15,76,134],"across":[16],"modern":[17],"economies.":[18],"This":[19],"study":[20,177],"examined":[21],"the":[22,96,157,200,204,224],"relationship":[23],"between":[24,206],"artificial":[25,70,120,160,181,207],"adoption,":[27],"human":[28,148,210],"capital":[29,149,211],"development,":[30],"growth":[33,219],"through":[34],"multi-sector":[36],"analysis":[37],"of":[38,81,88,100,112,138,159],"productivity,":[39],"employment":[40],"transformation,":[41],"structural":[43,186],"change.":[45],"A":[46],"quantitative":[47],"research":[48],"design":[49],"was":[50,213],"employed,":[51],"primary":[53],"data":[54],"were":[55,168],"collected":[56],"from":[57],"312":[58],"respondents":[59],"representing":[60],"manufacturing,":[61],"service,":[62],"technology":[64],"sectors.":[65],"The":[66,143,176],"results":[67,201],"indicated":[68],"that":[69,115,147,180,203],"adoption":[72,183],"significantly":[73],"improved":[74],"organizational":[75],"operational":[78,93],"efficiency.":[79],"Automation":[80],"routine":[82,190],"tasks":[83,191],"achieved":[84],"mean":[86,98,110,136],"score":[87],"4.12,":[89],"while":[90,192],"improvements":[91],"in":[92,130,155,223],"efficiency":[94],"recorded":[95],"highest":[97],"value":[99,111],"4.15.":[101],"Data-driven":[102],"decision-making":[103,131],"also":[104,178],"demonstrated":[105],"strong":[106],"performance":[107],"with":[108,165],"4.05,":[113],"indicating":[114],"organizations":[116,164],"increasingly":[117],"relied":[118],"on":[119],"for":[122,195,215],"strategic":[123],"planning":[124],"analytical":[126],"insights.":[127],"Additionally,":[128],"enhancements":[129],"overall":[133],"reported":[135],"scores":[137],"4.10":[139],"4.08,":[141],"respectively.":[142],"findings":[144],"further":[145],"revealed":[146],"development":[150,212],"played":[151],"critical":[153],"role":[154],"maximizing":[156],"benefits":[158],"integration,":[162],"skilled":[166],"employees":[167],"better":[169],"able":[170],"to":[171,185],"utilize":[172],"AI":[173],"technologies":[174],"effectively.":[175],"highlighted":[179],"contributed":[184],"transformation":[187],"by":[188],"reducing":[189],"increasing":[193],"demand":[194],"advanced":[196],"digital":[197,225],"skills.":[198],"Overall,":[199],"suggested":[202],"synergy":[205],"essential":[214],"achieving":[216],"sustainable":[217],"innovation":[222],"economy.":[226]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}
