{"id":"https://openalex.org/W4391231173","doi":"https://doi.org/10.1007/s10479-024-05818-8","title":"Information and communication technology and labour productivity growth: a production\u2010frontier approach","display_name":"Information and communication technology and labour productivity growth: a production\u2010frontier approach","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391231173","doi":"https://doi.org/10.1007/s10479-024-05818-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-024-05818-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05818-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05818-8.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05818-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014276024","display_name":"Rossana Fulgenzi","orcid":"https://orcid.org/0000-0003-3576-103X"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rossana Fulgenzi","raw_affiliation_strings":["Department of Computer, Control, and Management Engineering, Sapienza University of Rome, Rome, Italy","Department of Information Engineering and Mathematics, University of Siena, Siena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer, Control, and Management Engineering, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027613176","display_name":"Simone Gitto","orcid":"https://orcid.org/0000-0002-0646-7854"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Gitto","raw_affiliation_strings":["Department of Information Engineering and Mathematics, University of Siena, Siena, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0646-7854","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028462751","display_name":"Paolo Mancuso","orcid":"https://orcid.org/0000-0003-2249-2766"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Mancuso","raw_affiliation_strings":["Department of Industrial Engineering, University of Rome Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Rome Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027613176"],"corresponding_institution_ids":["https://openalex.org/I102064193"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":8.6305,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.96951361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"333","issue":"1","first_page":"123","last_page":"156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10393","display_name":"Economic Growth and Productivity","score":0.9991999864578247,"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":0.9991999864578247,"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/T11770","display_name":"Fiscal Policy and Economic Growth","score":0.996999979019165,"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/T12659","display_name":"Innovation Diffusion and Forecasting","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"}}],"keywords":[{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.836696982383728},{"id":"https://openalex.org/keywords/frontier","display_name":"Frontier","score":0.743647575378418},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.7325102090835571},{"id":"https://openalex.org/keywords/production\u2013possibility-frontier","display_name":"Production\u2013possibility frontier","score":0.6586902737617493},{"id":"https://openalex.org/keywords/technological-change","display_name":"Technological change","score":0.647071123123169},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.5522140264511108},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.549838662147522},{"id":"https://openalex.org/keywords/capital-deepening","display_name":"Capital deepening","score":0.47046956419944763},{"id":"https://openalex.org/keywords/capital","display_name":"Capital (architecture)","score":0.45827221870422363},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4423177242279053},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44078776240348816},{"id":"https://openalex.org/keywords/technical-change","display_name":"Technical change","score":0.4154418706893921},{"id":"https://openalex.org/keywords/human-capital","display_name":"Human capital","score":0.40229785442352295},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.38311219215393066},{"id":"https://openalex.org/keywords/labour-economics","display_name":"Labour economics","score":0.38038352131843567},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.3333391547203064},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.2321251630783081},{"id":"https://openalex.org/keywords/capital-formation","display_name":"Capital formation","score":0.15162980556488037},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.14347296953201294},{"id":"https://openalex.org/keywords/financial-capital","display_name":"Financial capital","score":0.13089630007743835},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10118982195854187},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07117408514022827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.06812244653701782}],"concepts":[{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.836696982383728},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.743647575378418},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.7325102090835571},{"id":"https://openalex.org/C34778210","wikidata":"https://www.wikidata.org/wiki/Q376791","display_name":"Production\u2013possibility frontier","level":3,"score":0.6586902737617493},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.647071123123169},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5522140264511108},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.549838662147522},{"id":"https://openalex.org/C24649204","wikidata":"https://www.wikidata.org/wiki/Q3656853","display_name":"Capital deepening","level":5,"score":0.47046956419944763},{"id":"https://openalex.org/C83646750","wikidata":"https://www.wikidata.org/wiki/Q193893","display_name":"Capital (architecture)","level":2,"score":0.45827221870422363},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4423177242279053},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44078776240348816},{"id":"https://openalex.org/C2777098202","wikidata":"https://www.wikidata.org/wiki/Q7692324","display_name":"Technical change","level":3,"score":0.4154418706893921},{"id":"https://openalex.org/C2776943663","wikidata":"https://www.wikidata.org/wiki/Q165687","display_name":"Human capital","level":2,"score":0.40229785442352295},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.38311219215393066},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.38038352131843567},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3333391547203064},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.2321251630783081},{"id":"https://openalex.org/C58202505","wikidata":"https://www.wikidata.org/wiki/Q5035700","display_name":"Capital formation","level":4,"score":0.15162980556488037},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.14347296953201294},{"id":"https://openalex.org/C44750222","wikidata":"https://www.wikidata.org/wiki/Q1897397","display_name":"Financial capital","level":3,"score":0.13089630007743835},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10118982195854187},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07117408514022827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.06812244653701782},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10479-024-05818-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05818-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05818-8.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:annopr:v:333:y:2024:i:1:d:10.1007_s10479-024-05818-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-024-05818-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:art.torvergata.it:2108/386303","is_oa":false,"landing_page_url":"https://hdl.handle.net/2108/386303","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1700617","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1700617","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1259494","is_oa":true,"landing_page_url":"https://rdcu.be/dETFt","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10479-024-05818-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05818-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05818-8.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313975","display_name":"Universit\u00e0 degli Studi di Siena","ror":"https://ror.org/01tevnk56"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391231173.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1489329379","https://openalex.org/W1526663354","https://openalex.org/W1976333657","https://openalex.org/W1979998747","https://openalex.org/W1987748634","https://openalex.org/W1988686588","https://openalex.org/W1989864366","https://openalex.org/W1991842903","https://openalex.org/W1997817740","https://openalex.org/W2001814079","https://openalex.org/W2022391768","https://openalex.org/W2030581233","https://openalex.org/W2032830874","https://openalex.org/W2033912020","https://openalex.org/W2045297795","https://openalex.org/W2046678784","https://openalex.org/W2046803619","https://openalex.org/W2051079330","https://openalex.org/W2078432757","https://openalex.org/W2079877002","https://openalex.org/W2122221097","https://openalex.org/W2136048079","https://openalex.org/W2148728397","https://openalex.org/W2151169308","https://openalex.org/W2162180338","https://openalex.org/W2169568098","https://openalex.org/W2195756904","https://openalex.org/W2413714752","https://openalex.org/W2556620774","https://openalex.org/W2565967122","https://openalex.org/W2592213900","https://openalex.org/W2795043675","https://openalex.org/W2887728095","https://openalex.org/W2921118114","https://openalex.org/W2943662762","https://openalex.org/W3004728639","https://openalex.org/W3050328484","https://openalex.org/W3090423329","https://openalex.org/W3121429720","https://openalex.org/W3121568183","https://openalex.org/W3122016578","https://openalex.org/W3124525219","https://openalex.org/W3124731444","https://openalex.org/W4229843452","https://openalex.org/W4246037319","https://openalex.org/W4296625928","https://openalex.org/W4298863114","https://openalex.org/W7011509027"],"related_works":["https://openalex.org/W2503094407","https://openalex.org/W2110218692","https://openalex.org/W4235439641","https://openalex.org/W2346365320","https://openalex.org/W2097823341","https://openalex.org/W2965166761","https://openalex.org/W2239525118","https://openalex.org/W3144500578","https://openalex.org/W3022198166","https://openalex.org/W2132998856"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"work":[2],"provides":[3],"evidence":[4],"of":[5,9,20,24,105],"the":[6,16,25,49,60,72,79,103],"positive":[7],"impact":[8],"Information":[10],"and":[11,66,93],"Communication":[12],"Technology":[13],"(ICT)":[14],"on":[15,77],"labour":[17,38,85],"productivity":[18,39,86],"growth":[19,40,123],"24":[21],"countries,":[22],"members":[23],"OECD,":[26],"from":[27,59],"1995":[28],"to":[29,44,89,113,120,133],"2019.":[30],"Using":[31],"a":[32,108],"non-parametric":[33],"production\u2010frontier":[34],"approach,":[35],"we":[36,101,127],"decompose":[37],"into":[41],"components":[42],"attributable":[43,88],"technological":[45,90],"change":[46,54,65,69,96],"(shifts":[47],"in":[48,83,117],"world":[50],"production":[51],"frontier),":[52,61],"efficiency":[53],"(movements":[55,70],"toward":[56],"or":[57],"away":[58],"physical":[62],"(non-ICT)":[63],"capital":[64,68,95,131],"ICT":[67,94,106,130],"along":[71],"frontier).":[73],"We":[74],"find":[75],"that,":[76],"average,":[78],"most":[80],"significant":[81],"improvement":[82],"worldwide":[84],"is":[87],"change,":[91],"non-ICT,":[92],"over":[97],"1995\u20132019.":[98],"In":[99],"addition,":[100],"confirm":[102],"role":[104],"as":[107],"general-purpose":[109],"technology":[110],"that":[111,129],"needs":[112],"implement":[114],"complementary":[115],"changes":[116],"business":[118],"organisations":[119],"exploit":[121],"its":[122],"opportunities":[124],"fully.":[125],"Finally,":[126],"conclude":[128],"contributes":[132],"convergence.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}