{"id":"https://openalex.org/W2339935941","doi":null,"title":"Revisiting the Size-R&D Productivity Relation: Introducing the Mediating Role of Decision-Making Style on the Scale and Quality of Innovative Output","display_name":"Revisiting the Size-R&D Productivity Relation: Introducing the Mediating Role of Decision-Making Style on the Scale and Quality of Innovative Output","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2339935941","mag":"2339935941"},"language":"en","primary_location":{"id":"pmh:oai:RePEc:bbe:wpaper:1006","doi":null,"is_oa":false,"landing_page_url":"http://www.uab.cat/servlet/BlobServer?blobtable=Document&blobcol=urldocument&blobheader=application/pdf&blobkey=id&blobwhere=1345650667548&blobnocache=true","pdf_url":"http://www.uab.cat/servlet/BlobServer?blobtable=Document&blobcol=urldocument&blobheader=application/pdf&blobkey=id&blobwhere=1345650667548&blobnocache=true","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,"listed_in":[],"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":"preprint"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"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/A5064613740","display_name":"Jos\u00e9 Lejarraga","orcid":"https://orcid.org/0000-0002-1219-5517","observed_orcids":["https://orcid.org/0000-0002-1219-5517"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Lejarraga","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-1219-5517","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026155686","display_name":"Ester Mart\u00ednez Ros","orcid":"https://orcid.org/0000-0003-0088-4611","observed_orcids":["https://orcid.org/0000-0003-0088-4611"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ester Mart\u00ednez Ros","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0088-4611","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":"6","first_page":"1","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12851","display_name":"Firm Innovation and Growth","score":0.9897000193595886,"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/T12851","display_name":"Firm Innovation and Growth","score":0.9897000193595886,"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/T10003","display_name":"Innovation and Knowledge Management","score":0.009200000204145908,"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/T12722","display_name":"Innovation Policy and R&D","score":0.0003000000142492354,"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/firm-size","display_name":"firm size","score":0.9539999961853027},{"id":"https://openalex.org/keywords/r-d-productivity","display_name":"R&D productivity","score":0.9980000257492065},{"id":"https://openalex.org/keywords/decision-making-styles","display_name":"decision-making styles","score":0.8899999856948853},{"id":"https://openalex.org/keywords/analytical-decision-making","display_name":"analytical decision making","score":0.921999990940094},{"id":"https://openalex.org/keywords/innovation-output","display_name":"innovation output","score":0.7200000286102295},{"id":"https://openalex.org/keywords/innovation-quality","display_name":"innovation quality","score":0.7129999995231628},{"id":"https://openalex.org/keywords/mediation-model","display_name":"mediation model","score":0.5109999775886536},{"id":"https://openalex.org/keywords/small-business","display_name":"small business","score":0.515999972820282},{"id":"https://openalex.org/keywords/manufacturing-firms","display_name":"manufacturing companies","score":0.6650000214576721},{"id":"https://openalex.org/keywords/organizational-evolution","display_name":"organizational evolution","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.8330320119857788},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.7585420608520508},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6899349093437195},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.6838023066520691},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6749560236930847},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5160226821899414},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.46817225217819214},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.42721468210220337},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.36647748947143555},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2676524221897125},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2568126916885376},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08380192518234253},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.062188297510147095},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:RePEc:bbe:wpaper:1006","doi":null,"is_oa":false,"landing_page_url":"http://www.uab.cat/servlet/BlobServer?blobtable=Document&blobcol=urldocument&blobheader=application/pdf&blobkey=id&blobwhere=1345650667548&blobnocache=true","pdf_url":"http://www.uab.cat/servlet/BlobServer?blobtable=Document&blobcol=urldocument&blobheader=application/pdf&blobkey=id&blobwhere=1345650667548&blobnocache=true","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,"listed_in":[],"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":"preprint"},{"id":"mag:2339935941","doi":null,"is_oa":false,"landing_page_url":"https://EconPapers.repec.org/RePEc:bbe:wpaper:1006","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,"listed_in":[],"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":"RePEc: Research Papers in Economics","raw_type":null},{"id":"mag:3124117578","doi":null,"is_oa":false,"landing_page_url":"https://dialnet.unirioja.es/servlet/articulo?codigo=6957203","pdf_url":null,"source":{"id":"https://openalex.org/S4306508295","display_name":"Documents de Treball ( Universitat Aut\u00f2noma de Barcelona. Departament d'Economia de l'Empresa )","issn_l":null,"issn":null,"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"Documents de Treball ( Universitat Aut\u00f2noma de Barcelona. Departament d'Economia de l'Empresa )","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6452000141143799,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W56513656","https://openalex.org/W1532697948","https://openalex.org/W1568553372","https://openalex.org/W1581387623","https://openalex.org/W1597857444","https://openalex.org/W1742183614","https://openalex.org/W1968789490","https://openalex.org/W1969227989","https://openalex.org/W1969759644","https://openalex.org/W1971440513","https://openalex.org/W1977522942","https://openalex.org/W1990605907","https://openalex.org/W1992228802","https://openalex.org/W1995773633","https://openalex.org/W1995835640","https://openalex.org/W2003342779","https://openalex.org/W2016438893","https://openalex.org/W2021370693","https://openalex.org/W2027695291","https://openalex.org/W2034990006","https://openalex.org/W2038365130","https://openalex.org/W2043787485","https://openalex.org/W2048372887","https://openalex.org/W2053122903","https://openalex.org/W2054509426","https://openalex.org/W2060827592","https://openalex.org/W2068540835","https://openalex.org/W2072098593","https://openalex.org/W2075412397","https://openalex.org/W2082947254","https://openalex.org/W2083580698","https://openalex.org/W2085133354","https://openalex.org/W2087712586","https://openalex.org/W2091350542","https://openalex.org/W2091901845","https://openalex.org/W2092922729","https://openalex.org/W2095084415","https://openalex.org/W2097238627","https://openalex.org/W2104695015","https://openalex.org/W2108172669","https://openalex.org/W2108795964","https://openalex.org/W2118299641","https://openalex.org/W2122926679","https://openalex.org/W2131759431","https://openalex.org/W2137358449","https://openalex.org/W2139612813","https://openalex.org/W2141116345","https://openalex.org/W2141309222","https://openalex.org/W2141647475","https://openalex.org/W2144981092","https://openalex.org/W2149241253","https://openalex.org/W2150094452","https://openalex.org/W2151683529","https://openalex.org/W2154069682","https://openalex.org/W2156795952","https://openalex.org/W2158559650","https://openalex.org/W2171160038","https://openalex.org/W2271437709","https://openalex.org/W3124190931","https://openalex.org/W3124201178","https://openalex.org/W7099972036"],"related_works":["https://openalex.org/W1999253518","https://openalex.org/W3124058110","https://openalex.org/W2014373304","https://openalex.org/W2221352030","https://openalex.org/W2043553350","https://openalex.org/W1969227989","https://openalex.org/W1988053592","https://openalex.org/W1550129348","https://openalex.org/W2001133594","https://openalex.org/W7099787174"],"abstract_inverted_index":{"We":[0],"develop":[1],"a":[2,133],"mediation":[3,103],"model":[4],"in":[5,87,112],"which":[6,81],"firm":[7],"size":[8],"is":[9,36],"proposed":[10],"to":[11,37,51],"affect":[12,54],"the":[13,21,28,40,62,74,99],"scale":[14,75,135],"and":[15,76,120],"quality":[16,77],"of":[17,23,33,70,78,93,101,136],"innovative":[18,79,137],"output":[19,80],"through":[20],"adoption":[22],"different":[24,68],"decision":[25,118],"styles":[26],"during":[27],"R&D":[29,55,71],"process.":[30],"The":[31],"aim":[32,124,131],"this":[34,102],"study":[35],"understand":[38],"how":[39],"internal":[41],"changes":[42],"that":[43,108],"firms":[44,96,110,123,130],"undergo":[45],"as":[46,109],"they":[47,114],"evolve":[48,111],"from":[49],"small":[50,129],"larger":[52,134],"organizations":[53],"productivity.":[56],"In":[57],"so":[58],"doing,":[59],"we":[60,97],"illuminate":[61],"underlying":[63],"theoretical":[64],"mechanism":[65],"affecting":[66],"two":[67],"dimensions":[69],"productivity,":[72],"namely":[73],"have":[82],"not":[83],"received":[84],"much":[85],"attention":[86],"previous":[88],"literature.":[89],"Using":[90],"longitudinal":[91],"data":[92],"Spanish":[94],"manufacturing":[95],"explore":[98],"validity":[100],"model.":[104],"Our":[105],"results":[106],"show":[107],"size,":[113],"increasingly":[115],"emphasize":[116],"analytical":[117],"making,":[119],"consequently,":[121],"large-sized":[122],"for":[125,132],"higher-quality":[126],"innovations":[127],"while":[128],"output.":[138]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}