{"id":"https://openalex.org/W4304889274","doi":"https://doi.org/10.3389/fpsyg.2022.1022648","title":"Re-discussion of servitization strategy and firm performance","display_name":"Re-discussion of servitization strategy and firm performance","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4304889274","doi":"https://doi.org/10.3389/fpsyg.2022.1022648","pmid":"https://pubmed.ncbi.nlm.nih.gov/36312089","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9606808"},"language":"en","primary_location":{"id":"doi:10.3389/fpsyg.2022.1022648","doi":"https://doi.org/10.3389/fpsyg.2022.1022648","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.1022648","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1022648/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1022648/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100456962","display_name":"Kang Li","orcid":"https://orcid.org/0000-0001-8656-674X","observed_orcids":["https://orcid.org/0000-0001-8656-674X"]},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Li","raw_affiliation_strings":["Institute of Logistics Science and Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Logistics Science and Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344679","display_name":"Jinfeng Wang","orcid":"https://orcid.org/0000-0002-3548-2674","observed_orcids":["https://orcid.org/0000-0002-3548-2674","https://orcid.org/0009-0001-6830-1796"]},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Wang","raw_affiliation_strings":["China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101657524","display_name":"Lijie Feng","orcid":"https://orcid.org/0000-0002-9554-7492","observed_orcids":["https://orcid.org/0000-0002-9554-7492"]},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijie Feng","raw_affiliation_strings":["China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101680557","display_name":"Lei Zhu","orcid":"https://orcid.org/0000-0001-9516-3125","observed_orcids":["https://orcid.org/0000-0001-9516-3125"]},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhu","raw_affiliation_strings":["School of Economics and Management, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101657524"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":1.3984,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85570831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"1022648","last_page":"1022648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11114","display_name":"Service and Product Innovation","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.0003000000142492354,"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/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.00019999999494757503,"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/servitization","display_name":"servitization","score":0.8960000276565552},{"id":"https://openalex.org/keywords/servitization-strategy","display_name":"servitization strategy","score":0.968999981880188},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":0.9559999704360962},{"id":"https://openalex.org/keywords/manufacturing-firms","display_name":"manufacturing companies","score":0.6729999780654907},{"id":"https://openalex.org/keywords/moderating-variables","display_name":"moderators","score":0.7770000100135803},{"id":"https://openalex.org/keywords/non-financial-performance","display_name":"non-financial performance","score":0.9440000057220459},{"id":"https://openalex.org/keywords/market-conditions","display_name":"market conditions","score":0.6039999723434448},{"id":"https://openalex.org/keywords/high-tech-manufacturing","display_name":"high-tech manufacturing","score":0.9139999747276306},{"id":"https://openalex.org/keywords/small-and-medium-sized-enterprises","display_name":"small and medium-sized enterprises","score":0.8519999980926514},{"id":"https://openalex.org/keywords/sustainable-competitive-advantage","display_name":"sustainable competitive advantage","score":0.8109999895095825}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6367670297622681},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5289454460144043},{"id":"https://openalex.org/C191920346","wikidata":"https://www.wikidata.org/wiki/Q466410","display_name":"High tech","level":2,"score":0.4653523564338684},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3710816502571106},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3326770067214966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19808357954025269},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fpsyg.2022.1022648","doi":"https://doi.org/10.3389/fpsyg.2022.1022648","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.1022648","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1022648/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9606808","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9606808","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Psychol","raw_type":"Text"},{"id":"pmid:36312089","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36312089","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in psychology","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:0448f52fb07f46f18f782b120102339a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/0448f52fb07f46f18f782b120102339a","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,"listed_in":[],"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":"Frontiers in Psychology, Vol 13 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpsyg.2022.1022648","doi":"https://doi.org/10.3389/fpsyg.2022.1022648","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpsyg.2022.1022648","pdf_url":"https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1022648/pdf","source":{"id":"https://openalex.org/S9692511","display_name":"Frontiers in Psychology","issn_l":"1664-1078","issn":["1664-1078"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Psychology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Decent work and economic growth","score":0.7825999855995178,"id":"https://metadata.un.org/sdg/8"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"},{"display_name":"Meta-Analysis","id":"https://openalex.org/study-designs/meta-analysis"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304889274.pdf","grobid_xml":"https://content.openalex.org/works/W4304889274.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1510593200","https://openalex.org/W1605617046","https://openalex.org/W1775428989","https://openalex.org/W1914225607","https://openalex.org/W1990375583","https://openalex.org/W1996204573","https://openalex.org/W2006546769","https://openalex.org/W2024253339","https://openalex.org/W2094667953","https://openalex.org/W2110767697","https://openalex.org/W2113865511","https://openalex.org/W2124713964","https://openalex.org/W2289924527","https://openalex.org/W2345938795","https://openalex.org/W2410335529","https://openalex.org/W2418804051","https://openalex.org/W2469563715","https://openalex.org/W2579271231","https://openalex.org/W2596028916","https://openalex.org/W2612489289","https://openalex.org/W2735375232","https://openalex.org/W2786902183","https://openalex.org/W2803060743","https://openalex.org/W2807210764","https://openalex.org/W2885993462","https://openalex.org/W2901960810","https://openalex.org/W2905365630","https://openalex.org/W2911153519","https://openalex.org/W2923593258","https://openalex.org/W2940497988","https://openalex.org/W2950909839","https://openalex.org/W2954511375","https://openalex.org/W2965089189","https://openalex.org/W2971061501","https://openalex.org/W2976179866","https://openalex.org/W2984225427","https://openalex.org/W2995386509","https://openalex.org/W2997917371","https://openalex.org/W3001362559","https://openalex.org/W3015280131","https://openalex.org/W3016723493","https://openalex.org/W3033085130","https://openalex.org/W3033968471","https://openalex.org/W3088653096","https://openalex.org/W3088999586","https://openalex.org/W3093062597","https://openalex.org/W3126918077","https://openalex.org/W3155250862","https://openalex.org/W3191646389","https://openalex.org/W4200155443","https://openalex.org/W4220815053","https://openalex.org/W4224234604","https://openalex.org/W4224760683","https://openalex.org/W4229048309","https://openalex.org/W4281945850","https://openalex.org/W4283723603"],"related_works":["https://openalex.org/W3126918077","https://openalex.org/W2807210764","https://openalex.org/W4327949488","https://openalex.org/W4386460306","https://openalex.org/W2610251811","https://openalex.org/W2906461763","https://openalex.org/W3046016778","https://openalex.org/W3166664466","https://openalex.org/W4378839729","https://openalex.org/W4400356158"],"abstract_inverted_index":{"Servitization":[0],"innovation":[1],"is":[2,133,169,179,192,206],"critical":[3],"for":[4,52,79],"manufacturing":[5,191],"firms":[6],"to":[7,55,62,75,182],"strengthen":[8],"their":[9,127],"sustainable":[10],"competitive":[11],"advantage":[12],"in":[13,69,166,172],"a":[14,49,143],"dynamic":[15],"business":[16],"environment.":[17],"Current":[18],"research":[19,67],"on":[20,87,147],"the":[21,39,65,77,80,100,112,136,139,183,200],"relationship":[22,101,122],"between":[23,102,123],"servitization":[24,42,88,103,124,140,164,184],"and":[25,89,104,126,130,212],"firm":[26,90,105,131,163],"performance":[27,106,132],"has":[28,142],"matured,":[29],"but":[30,44],"many":[31],"conclusion":[32],"remain":[33],"divergent.":[34],"That":[35],"cannot":[36],"only":[37],"hinder":[38],"development":[40],"of":[41,114,162,189,196,203,210],"theory,":[43],"also":[45],"make":[46],"manufacturers":[47],"lack":[48],"scientific":[50],"basis":[51],"deciding":[53],"whether":[54],"develop":[56],"servitization.":[57],"Thus,":[58],"this":[59,70,92],"study":[60,93],"aims":[61],"systematically":[63],"analyze":[64],"quantitative":[66],"results":[68],"field":[71],"through":[72],"Meta-analysis":[73],"methods":[74],"reveal":[76],"reasons":[78],"disagreement.":[81],"After":[82],"collecting":[83],"59":[84],"independent":[85],"articles":[86],"performance,":[91],"performed":[94],"statistical":[95],"analysis":[96],"using":[97],"Meta-analysis.":[98],"Then,":[99],"was":[107],"explored,":[108],"as":[109,111],"well":[110],"effects":[113],"different":[115,128],"potential":[116],"moderating":[117,137],"variables.":[118,159],"The":[119,160,186],"moderate":[120],"positive":[121],"strategies":[125],"orientations":[129],"found.":[134],"For":[135],"variables,":[138],"strategy":[141],"more":[144,153,180],"significant":[145],"effect":[146,188,202],"non-financial":[148],"performance.":[149],"And":[150,199],"they":[151],"are":[152,157],"correlated":[154],"when":[155],"there":[156],"mediator":[158],"impact":[161],"transformation":[165,187,201],"developing":[167],"regions":[168],"better":[170,193,207],"than":[171,194,208],"developed":[173],"areas.":[174],"A":[175],"stable":[176],"market":[177],"environment":[178],"beneficial":[181],"transformation.":[185],"high-tech":[190],"that":[195,209],"traditional":[197],"manufacturing.":[198],"large":[204],"companies":[205],"small":[211],"medium-sized":[213],"companies.":[214]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2022-10-13T00:00:00"}