{"id":"https://openalex.org/W7116707839","doi":"https://doi.org/10.1007/s00500-025-10871-x","title":"Assessing managerial challenges to industry 4.0 adoption in the lighting industry using pythagorean fuzzy SWARA","display_name":"Assessing managerial challenges to industry 4.0 adoption in the lighting industry using pythagorean fuzzy SWARA","publication_year":2025,"publication_date":"2025-12-22","ids":{"openalex":"https://openalex.org/W7116707839","doi":"https://doi.org/10.1007/s00500-025-10871-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-025-10871-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10871-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ali Ihsan Boyaci","orcid":"https://orcid.org/0000-0003-3656-6164"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ali Ihsan Boyaci","raw_affiliation_strings":["Department of Industrial Engineering, Kocaeli University, 41380, Kocaeli, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0003-3656-6164","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Kocaeli University, 41380, Kocaeli, T\u00fcrkiye","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121000364","display_name":"G\u00fcl\u015fen Akman","orcid":null},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00fcl\u015fen Akman","raw_affiliation_strings":["Department of Industrial Engineering, Kocaeli University, 41380, Kocaeli, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-5696-2423","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Kocaeli University, 41380, Kocaeli, T\u00fcrkiye","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121015282","display_name":"Serra Utku","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165505","display_name":"Turkish Society of Cardiology","ror":"https://ror.org/05t5p0m89","country_code":"TR","type":"nonprofit","lineage":["https://openalex.org/I4210165505"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serra Utku","raw_affiliation_strings":["EAE Group, \u0130stanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-5653-5387","affiliations":[{"raw_affiliation_string":"EAE Group, \u0130stanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210165505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51826884"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56566075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"2","first_page":"867","last_page":"890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.7243000268936157,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.7243000268936157,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13331","display_name":"Energy and Environmental Sustainability","score":0.014100000262260437,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.01080000028014183,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.7045999765396118},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.6460999846458435},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.5647000074386597},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4327000081539154},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.3747999966144562},{"id":"https://openalex.org/keywords/preparedness","display_name":"Preparedness","score":0.3400000035762787},{"id":"https://openalex.org/keywords/human-resources","display_name":"Human resources","score":0.3174000084400177},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.3018999993801117}],"concepts":[{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.7045999765396118},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.6460999846458435},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5647000074386597},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4327000081539154},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36880001425743103},{"id":"https://openalex.org/C2777042776","wikidata":"https://www.wikidata.org/wiki/Q4583103","display_name":"Preparedness","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33320000767707825},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3248000144958496},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.3174000084400177},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.31139999628067017},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28859999775886536},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C2779968149","wikidata":"https://www.wikidata.org/wiki/Q8034851","display_name":"Workforce development","level":3,"score":0.2816999852657318},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.2782000005245209},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27459999918937683},{"id":"https://openalex.org/C2984708878","wikidata":"https://www.wikidata.org/wiki/Q385378","display_name":"Construction industry","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C100461760","wikidata":"https://www.wikidata.org/wiki/Q11518","display_name":"Pythagorean theorem","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.260699987411499},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.25369998812675476}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-025-10871-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-025-10871-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:01baa977-d099-4a17-81e6-e293c8c237ca","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/01baa977-d099-4a17-81e6-e293c8c237ca/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49128323793411255,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W1829951598","https://openalex.org/W1980564456","https://openalex.org/W2013116496","https://openalex.org/W2013932252","https://openalex.org/W2049917276","https://openalex.org/W2056258586","https://openalex.org/W2079457935","https://openalex.org/W2083278946","https://openalex.org/W2151028814","https://openalex.org/W2154743058","https://openalex.org/W2199412179","https://openalex.org/W2289047752","https://openalex.org/W2303531378","https://openalex.org/W2311142332","https://openalex.org/W2396040005","https://openalex.org/W2550247067","https://openalex.org/W2581796655","https://openalex.org/W2604315272","https://openalex.org/W2778449078","https://openalex.org/W2802944856","https://openalex.org/W2808388724","https://openalex.org/W2903977085","https://openalex.org/W2908815325","https://openalex.org/W2911070737","https://openalex.org/W2934716425","https://openalex.org/W2935180853","https://openalex.org/W2945736956","https://openalex.org/W2949000601","https://openalex.org/W2954284817","https://openalex.org/W2955745338","https://openalex.org/W2955979772","https://openalex.org/W2972551632","https://openalex.org/W2981162465","https://openalex.org/W2983592036","https://openalex.org/W2986257753","https://openalex.org/W2990072742","https://openalex.org/W2995385467","https://openalex.org/W2997198897","https://openalex.org/W2997228075","https://openalex.org/W2999966959","https://openalex.org/W3007160025","https://openalex.org/W3027953086","https://openalex.org/W3028372551","https://openalex.org/W3033019025","https://openalex.org/W3036071020","https://openalex.org/W3041452762","https://openalex.org/W3041744942","https://openalex.org/W3046765523","https://openalex.org/W3047326222","https://openalex.org/W3083981981","https://openalex.org/W3086113593","https://openalex.org/W3089877117","https://openalex.org/W3118538784","https://openalex.org/W3124101010","https://openalex.org/W3133962928","https://openalex.org/W3160040087","https://openalex.org/W3172464731","https://openalex.org/W3174976249","https://openalex.org/W3192117431","https://openalex.org/W3194598265","https://openalex.org/W3195893839","https://openalex.org/W3202509928","https://openalex.org/W3207252165","https://openalex.org/W4200160612","https://openalex.org/W4221148081","https://openalex.org/W4226256571","https://openalex.org/W4281688169","https://openalex.org/W4285291545","https://openalex.org/W4290629459","https://openalex.org/W4293340920","https://openalex.org/W4296402955","https://openalex.org/W4307266197","https://openalex.org/W4308427646","https://openalex.org/W4311846852","https://openalex.org/W4313568343","https://openalex.org/W4318455106","https://openalex.org/W4320168990","https://openalex.org/W4381185652","https://openalex.org/W4385220480","https://openalex.org/W4386373683","https://openalex.org/W4387415268","https://openalex.org/W4387497937","https://openalex.org/W4387498118","https://openalex.org/W4389799391","https://openalex.org/W4391486864","https://openalex.org/W4392470929","https://openalex.org/W4394015073","https://openalex.org/W4400534637","https://openalex.org/W4400863718","https://openalex.org/W4403258633","https://openalex.org/W4403279919"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-12-22T00:00:00"}