{"id":"https://openalex.org/W4220898886","doi":"https://doi.org/10.1007/s11192-022-04328-3","title":"Reach for the stars: disentangling quantity and quality of inventors\u2019 productivity in a multifaceted latent variable model","display_name":"Reach for the stars: disentangling quantity and quality of inventors\u2019 productivity in a multifaceted latent variable model","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W4220898886","doi":"https://doi.org/10.1007/s11192-022-04328-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-022-04328-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04328-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04328-3.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","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/s11192-022-04328-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013370693","display_name":"Federico Caviggioli","orcid":"https://orcid.org/0000-0002-1704-9201"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federico Caviggioli","raw_affiliation_strings":["Department of Management and Production Engineering (DIGEP), Politecnico di Torino, Corso Duca degli Abruzzi, 24, 10129, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1704-9201","affiliations":[{"raw_affiliation_string":"Department of Management and Production Engineering (DIGEP), Politecnico di Torino, Corso Duca degli Abruzzi, 24, 10129, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052378054","display_name":"Boris Forthmann","orcid":"https://orcid.org/0000-0001-9755-7304"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Forthmann","raw_affiliation_strings":["Institute of Psychology in Education, University of M\u00fcnster, Fliednerstr. 21, 48149, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9755-7304","affiliations":[{"raw_affiliation_string":"Institute of Psychology in Education, University of M\u00fcnster, Fliednerstr. 21, 48149, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013370693"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":3.1856,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9106013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"127","issue":"12","first_page":"7015","last_page":"7040"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T10003","display_name":"Innovation and Knowledge Management","score":0.9871000051498413,"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/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/latent-variable","display_name":"Latent variable","score":0.750659704208374},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6794248819351196},{"id":"https://openalex.org/keywords/odds","display_name":"Odds","score":0.6508251428604126},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.6325933933258057},{"id":"https://openalex.org/keywords/latent-variable-model","display_name":"Latent variable model","score":0.6156219244003296},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.583492636680603},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.5731677412986755},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5381980538368225},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5276483297348022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5013375282287598},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4317856431007385},{"id":"https://openalex.org/keywords/star","display_name":"Star (game theory)","score":0.4286388158798218},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2774743437767029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2578658163547516},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.2391623854637146},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.21828997135162354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18828782439231873},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11121481657028198},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.0838918685913086}],"concepts":[{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.750659704208374},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6794248819351196},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.6508251428604126},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6325933933258057},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.6156219244003296},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.583492636680603},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5731677412986755},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5381980538368225},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5276483297348022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5013375282287598},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4317856431007385},{"id":"https://openalex.org/C2780897414","wikidata":"https://www.wikidata.org/wiki/Q7600592","display_name":"Star (game theory)","level":2,"score":0.4286388158798218},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2774743437767029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2578658163547516},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.2391623854637146},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21828997135162354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18828782439231873},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11121481657028198},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.0838918685913086},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11192-022-04328-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04328-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04328-3.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:scient:v:127:y:2022:i:12:d:10.1007_s11192-022-04328-3","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11192-022-04328-3","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:share.osf.io:E0010-073-556","is_oa":false,"landing_page_url":"http://osf.io/bjad4/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"project"},{"id":"pmh:oai:share.osf.io:bfaba812-d238-4bc1-9d80-7737232bb5fb","is_oa":false,"landing_page_url":"https://osf.io/bjad4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Project"}],"best_oa_location":{"id":"doi:10.1007/s11192-022-04328-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-022-04328-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-022-04328-3.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","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":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220898886.pdf","grobid_xml":"https://content.openalex.org/works/W4220898886.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W10628433","https://openalex.org/W201123909","https://openalex.org/W1544038419","https://openalex.org/W1913957972","https://openalex.org/W1967441381","https://openalex.org/W1967629308","https://openalex.org/W1974388393","https://openalex.org/W1974615929","https://openalex.org/W1978340028","https://openalex.org/W1990277796","https://openalex.org/W1990300357","https://openalex.org/W1997437805","https://openalex.org/W2003116546","https://openalex.org/W2010635808","https://openalex.org/W2017841595","https://openalex.org/W2023531155","https://openalex.org/W2027368834","https://openalex.org/W2031545853","https://openalex.org/W2042421475","https://openalex.org/W2043868833","https://openalex.org/W2056909456","https://openalex.org/W2076581017","https://openalex.org/W2084110222","https://openalex.org/W2094253021","https://openalex.org/W2099697360","https://openalex.org/W2107117144","https://openalex.org/W2107640840","https://openalex.org/W2108365927","https://openalex.org/W2113333428","https://openalex.org/W2114312952","https://openalex.org/W2116017346","https://openalex.org/W2118554553","https://openalex.org/W2120015061","https://openalex.org/W2128438887","https://openalex.org/W2140489376","https://openalex.org/W2146533530","https://openalex.org/W2148164097","https://openalex.org/W2155063086","https://openalex.org/W2192867646","https://openalex.org/W2233836196","https://openalex.org/W2283127285","https://openalex.org/W2283821856","https://openalex.org/W2315148505","https://openalex.org/W2341076037","https://openalex.org/W2547045893","https://openalex.org/W2591940631","https://openalex.org/W2599613586","https://openalex.org/W2620774009","https://openalex.org/W2760036539","https://openalex.org/W2779971212","https://openalex.org/W2800096486","https://openalex.org/W2801646201","https://openalex.org/W2950958911","https://openalex.org/W2965699968","https://openalex.org/W2969587975","https://openalex.org/W2998468375","https://openalex.org/W3005061530","https://openalex.org/W3015574168","https://openalex.org/W3019469497","https://openalex.org/W3032200391","https://openalex.org/W3037720909","https://openalex.org/W3041543451","https://openalex.org/W3092152866","https://openalex.org/W3122647373","https://openalex.org/W3124852901","https://openalex.org/W3132272362","https://openalex.org/W3176771620","https://openalex.org/W4211114405","https://openalex.org/W4237421641","https://openalex.org/W4242275702","https://openalex.org/W4251841182","https://openalex.org/W4298091299","https://openalex.org/W4301379772","https://openalex.org/W7005672260"],"related_works":["https://openalex.org/W2013493105","https://openalex.org/W2363394205","https://openalex.org/W2053749740","https://openalex.org/W1973995187","https://openalex.org/W1997484975","https://openalex.org/W4254968820","https://openalex.org/W238311549","https://openalex.org/W2053379945","https://openalex.org/W4235299399","https://openalex.org/W1981856038"],"abstract_inverted_index":{"Abstract":[0],"Star":[1],"inventors":[2],"generate":[3],"superior":[4],"innovation":[5],"outcomes.":[6],"Their":[7],"capacity":[8],"to":[9,65],"invent":[10],"high-quality":[11,67],"patents":[12],"might":[13],"be":[14,138],"decisive":[15],"beyond":[16],"mere":[17],"productivity.":[18],"However,":[19],"the":[20,56,63,118,123,131,134,152],"relationship":[21],"between":[22,99],"quantitative":[23],"and":[24,73,93,102,133],"qualitative":[25],"dimensions":[26],"has":[27],"not":[28],"been":[29],"exhaustively":[30],"investigated.":[31],"The":[32,69,107],"equal":[33],"odds":[34],"baseline":[35],"(EOB)":[36],"framework":[37],"can":[38,137],"explicitly":[39],"model":[40,48,85,96,109,154],"this":[41],"relationship.":[42],"This":[43],"work":[44],"combines":[45],"a":[46,82,87,94],"theoretical":[47],"for":[49,59,91,141,148],"creative":[50],"production":[51],"with":[52,86],"recent":[53],"calls":[54],"in":[55],"patentometrics":[57],"literature":[58],"multifaceted":[60,83],"measurement":[61],"of":[62,104],"ability":[64],"create":[66],"patents.":[68],"EOB":[70,84],"is":[71],"extended":[72],"analyzed":[74],"through":[75],"structural":[76],"equation":[77],"modeling.":[78],"Specifically,":[79],"we":[80],"compared":[81],"single":[88],"latent":[89,120],"variable":[90],"quality,":[92],"two-dimensional":[95,108,135,153],"that":[97,129],"distinguishes":[98],"technological":[100],"complexity":[101],"value":[103],"invention":[105],"portfolios.":[106],"had":[110],"better":[111],"fit":[112],"but":[113],"weaker":[114],"factor":[115],"scores":[116],"(for":[117],"\u201cvalue\u201d":[119],"variable)":[121],"than":[122],"unidimensional":[124],"model.":[125],"These":[126],"findings":[127],"suggest":[128],"both":[130],"uni-":[132],"approaches":[136],"directly":[139],"used":[140],"extending":[142],"research":[143],"on":[144],"star":[145],"inventors,":[146],"while":[147],"practical":[149],"high-stakes":[150],"assessments":[151],"would":[155],"require":[156],"further":[157],"improvements.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}