{"id":"https://openalex.org/W3215257808","doi":"https://doi.org/10.3390/informatics8040081","title":"Modifying the Unified Theory of Acceptance and Use of Technology (UTAUT) Model for the Digital Transformation of the Construction Industry from the User Perspective","display_name":"Modifying the Unified Theory of Acceptance and Use of Technology (UTAUT) Model for the Digital Transformation of the Construction Industry from the User Perspective","publication_year":2021,"publication_date":"2021-11-20","ids":{"openalex":"https://openalex.org/W3215257808","doi":"https://doi.org/10.3390/informatics8040081","mag":"3215257808"},"language":"en","primary_location":{"id":"doi:10.3390/informatics8040081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8040081","pdf_url":"https://www.mdpi.com/2227-9709/8/4/81/pdf?version=1637401508","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/8/4/81/pdf?version=1637401508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012827193","display_name":"Thathsarani Hewavitharana","orcid":"https://orcid.org/0000-0002-0288-0676"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Thathsarani Hewavitharana","raw_affiliation_strings":["Faculty of Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056275554","display_name":"Samudaya Nanayakkara","orcid":"https://orcid.org/0000-0002-0296-2700"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Samudaya Nanayakkara","raw_affiliation_strings":["School of Engineering, Design and Built Environment, Western Sydney University, Penrith 2751, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Design and Built Environment, Western Sydney University, Penrith 2751, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031845344","display_name":"Asoka Perera","orcid":"https://orcid.org/0000-0002-4737-7011"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Asoka Perera","raw_affiliation_strings":["Faculty of Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka"],"raw_orcid":"https://orcid.org/0000-0002-4737-7011","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100886521","display_name":"P.R.D. Perera","orcid":null},"institutions":[{"id":"https://openalex.org/I172828483","display_name":"University of Sri Jayewardenepura","ror":"https://ror.org/02rm76t37","country_code":"LK","type":"education","lineage":["https://openalex.org/I172828483"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Prasad Perera","raw_affiliation_strings":["Nextec Engineering, Sri Jayawardenepura Kotte 10100, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nextec Engineering, Sri Jayawardenepura Kotte 10100, Sri Lanka","institution_ids":["https://openalex.org/I172828483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012827193"],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":5.592,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96223057,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":"4","first_page":"81","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9940000176429749,"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":0.9940000176429749,"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/T14064","display_name":"Organizational and Employee Performance","score":0.9726999998092651,"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"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.948199987411499,"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/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.5965334177017212},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5700464248657227},{"id":"https://openalex.org/keywords/unified-theory-of-acceptance-and-use-of-technology","display_name":"Unified theory of acceptance and use of technology","score":0.5313882231712341},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.47545287013053894},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.46402814984321594},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"Digital transformation","score":0.44022250175476074},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.4344113767147064},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4303409159183502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42232245206832886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4215743839740753},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3960157036781311},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3237687945365906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3220943808555603},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2703927755355835},{"id":"https://openalex.org/keywords/expectancy-theory","display_name":"Expectancy theory","score":0.26555466651916504},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23753240704536438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1340222954750061},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.10883325338363647},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1072981059551239},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09452405571937561}],"concepts":[{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.5965334177017212},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5700464248657227},{"id":"https://openalex.org/C2780346085","wikidata":"https://www.wikidata.org/wiki/Q7884986","display_name":"Unified theory of acceptance and use of technology","level":3,"score":0.5313882231712341},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.47545287013053894},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.46402814984321594},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.44022250175476074},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4344113767147064},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4303409159183502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42232245206832886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4215743839740753},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3960157036781311},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3237687945365906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3220943808555603},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2703927755355835},{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.26555466651916504},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23753240704536438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1340222954750061},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.10883325338363647},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1072981059551239},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09452405571937561},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/informatics8040081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8040081","pdf_url":"https://www.mdpi.com/2227-9709/8/4/81/pdf?version=1637401508","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0888fce16d70452988d1e49b519818dc","is_oa":true,"landing_page_url":"https://doaj.org/article/0888fce16d70452988d1e49b519818dc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 8, Iss 4, p 81 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/8/4/81/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics8040081","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Informatics; Volume 8; Issue 4; Pages: 81","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/informatics8040081","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics8040081","pdf_url":"https://www.mdpi.com/2227-9709/8/4/81/pdf?version=1637401508","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215257808.pdf","grobid_xml":"https://content.openalex.org/works/W3215257808.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W290055630","https://openalex.org/W814852957","https://openalex.org/W819317170","https://openalex.org/W1483478140","https://openalex.org/W1497226654","https://openalex.org/W1567631228","https://openalex.org/W1580859852","https://openalex.org/W1791587663","https://openalex.org/W1980569376","https://openalex.org/W1995408540","https://openalex.org/W2018929117","https://openalex.org/W2031691682","https://openalex.org/W2033943395","https://openalex.org/W2034960640","https://openalex.org/W2059146912","https://openalex.org/W2065502371","https://openalex.org/W2084772351","https://openalex.org/W2095800934","https://openalex.org/W2099697766","https://openalex.org/W2100379340","https://openalex.org/W2102248767","https://openalex.org/W2106234464","https://openalex.org/W2109456398","https://openalex.org/W2116212137","https://openalex.org/W2121616287","https://openalex.org/W2132470305","https://openalex.org/W2132732146","https://openalex.org/W2132897105","https://openalex.org/W2136415147","https://openalex.org/W2143080493","https://openalex.org/W2143299545","https://openalex.org/W2147814282","https://openalex.org/W2266317195","https://openalex.org/W2327869384","https://openalex.org/W2397013613","https://openalex.org/W2410057778","https://openalex.org/W2482738141","https://openalex.org/W2549078005","https://openalex.org/W2564133846","https://openalex.org/W2585206336","https://openalex.org/W2594624405","https://openalex.org/W2599192212","https://openalex.org/W2624509573","https://openalex.org/W2754991513","https://openalex.org/W2756034343","https://openalex.org/W2787575783","https://openalex.org/W2788878927","https://openalex.org/W2803946584","https://openalex.org/W2804804101","https://openalex.org/W2811219795","https://openalex.org/W2897051796","https://openalex.org/W2900406020","https://openalex.org/W2902410500","https://openalex.org/W2906411725","https://openalex.org/W2907618111","https://openalex.org/W2908215329","https://openalex.org/W2909479180","https://openalex.org/W2967091206","https://openalex.org/W2982768461","https://openalex.org/W3000745202","https://openalex.org/W3004912819","https://openalex.org/W3012083703","https://openalex.org/W3088237264","https://openalex.org/W3125592601","https://openalex.org/W3125976894","https://openalex.org/W3158545705","https://openalex.org/W3172191715","https://openalex.org/W3192289509","https://openalex.org/W3194564488","https://openalex.org/W4231186840","https://openalex.org/W4240630135","https://openalex.org/W6634800430","https://openalex.org/W6659242928","https://openalex.org/W6675661551","https://openalex.org/W6676192491","https://openalex.org/W6677949228","https://openalex.org/W6679775961","https://openalex.org/W6680537489","https://openalex.org/W6681970704","https://openalex.org/W6714177382","https://openalex.org/W6721816368","https://openalex.org/W6731574689","https://openalex.org/W6739431993","https://openalex.org/W6747963363","https://openalex.org/W6757472507","https://openalex.org/W6757817239","https://openalex.org/W6773263519","https://openalex.org/W6800503014","https://openalex.org/W6902223579","https://openalex.org/W6902492012","https://openalex.org/W6921165254","https://openalex.org/W6939746713","https://openalex.org/W7001174016"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2385683470","https://openalex.org/W2322155822","https://openalex.org/W2946465479","https://openalex.org/W3134416257","https://openalex.org/W1745582813","https://openalex.org/W2325384277","https://openalex.org/W2357152830","https://openalex.org/W4295762775"],"abstract_inverted_index":{"Inefficient":[0],"and":[1,88,115,119,141,170,178,222,285],"ineffective":[2],"practices":[3],"in":[4,22,33,161,210,245,276,316,327],"the":[5,19,34,72,76,81,110,162,166,189,206,211,214,229,232,237,242,246,254,258,262,269,294,313],"construction":[6,35,77,163,215,263],"industry":[7,36,78,216,238],"have":[8],"hindered":[9],"productivity":[10],"even":[11],"though":[12],"it":[13,116,223],"is":[14,37,64,182,188,196],"considered":[15],"as":[16,217,281,319,321],"one":[17],"of":[18,61,75,86,90,112,129,192,208,213,261,271,296],"largest":[20],"sectors":[21],"any":[23],"county.":[24],"One":[25],"best":[26],"solution":[27],"to":[28,38,56,65,104,152,158,198,227,251,301],"overcome":[29],"these":[30,154],"inherent":[31],"problems":[32],"move":[39,199],"forward":[40],"with":[41],"digital":[42,73,113,201,259,290,317],"technologies.":[43],"For":[44],"that,":[45],"organizational":[46],"structure,":[47],"technical":[48],"aspects,":[49],"and,":[50],"most":[51],"importantly,":[52],"human":[53,68,220,255,302,314],"factors":[54,156,173],"need":[55],"be":[57,249],"considered.":[58],"The":[59,126,144,304],"aim":[60],"this":[62,267],"research":[63,204,247,310],"find":[66],"out":[67,99,151],"behaviors":[69],"that":[70,184,292],"affect":[71],"transformation":[74,260,291,318],"based":[79],"on":[80,312],"well-accepted":[82],"model":[83,108,127,167],"Unified":[84],"Theory":[85],"Acceptance":[87],"Use":[89],"Technology":[91],"(UTAUT).":[92],"An":[93],"in-depth":[94],"literature":[95,176],"review":[96,177],"was":[97,117,149,168],"carried":[98,150],"using":[100,122,172],"fifty-five":[101],"journal":[102],"papers":[103],"develop":[105],"a":[106,219,225,288],"conceptual":[107],"for":[109,231,257,274,324],"acceptance":[111],"transformation,":[114],"validated":[118],"further":[120],"reviewed":[121],"ten":[123],"expert":[124,179],"interviews.":[125],"consists":[128],"seven":[130,155],"constraints:":[131],"Personal":[132,186],"Benefits,":[133],"Perceived":[134,136],"Usefulness,":[135],"Risk,":[137],"Facility":[138],"Conditions,":[139],"Attitudes,":[140],"Subjective":[142],"Norms.":[143],"analytical":[145],"hierarchy":[146],"process":[147],"(AHP)":[148],"rank":[153],"according":[157],"individual":[159,194],"priorities":[160],"industry.":[164,264],"Further,":[165,241],"extended":[169],"modified":[171],"derived":[174],"from":[175],"feedback.":[180],"It":[181],"proved":[183],"\u201cPerceived":[185],"Benefits\u201d":[187],"major":[190],"consideration":[191],"an":[193],"who":[195],"willing":[197],"towards":[200,239,287],"transformation.":[202],"This":[203],"fulfills":[205],"lack":[207],"knowledge":[209],"digitalization":[212],"per":[218],"perspective,":[221],"provides":[224],"prerequisite":[226],"finding":[228],"solutions":[230],"issues":[233],"which":[234],"emerged":[235],"within":[236],"digitalization.":[240],"framework":[243],"developed":[244],"can":[248],"used":[250],"systematically":[252],"adopt":[253],"factor":[256,315],"In":[265],"addition,":[266],"enables":[268],"analysis":[270],"changing":[272],"demands":[273],"humans":[275],"digitally":[277],"transformed":[278],"environments,":[279,284],"such":[280],"Industry":[282],"4.0":[283],"contributes":[286],"successful":[289,325],"avoids":[293],"pitfalls":[295],"innovation":[297],"performed":[298],"without":[299],"attention":[300],"factors.":[303],"paper":[305],"concludes":[306],"by":[307],"highlighting":[308],"future":[309],"directions":[311],"well":[320],"managerial":[322],"implications":[323],"application":[326],"practice.":[328]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-10-10T00:00:00"}