{"id":"https://openalex.org/W2888917880","doi":"https://doi.org/10.1016/j.procs.2018.08.121","title":"Potentials of Digital Business Models \u2013 Empirical investigation of data driven impacts in industry","display_name":"Potentials of Digital Business Models \u2013 Empirical investigation of data driven impacts in industry","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888917880","doi":"https://doi.org/10.1016/j.procs.2018.08.121","mag":"2888917880"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2018.08.121","doi":"https://doi.org/10.1016/j.procs.2018.08.121","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.121","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313991/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313991/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108415661","display_name":"Ralf-Christian H\u00e4rting","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ralf-Christian H\u00e4rting","raw_affiliation_strings":["Business Administration, Aalen University of Applied Sciences, 73430 Aalen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Administration, Aalen University of Applied Sciences, 73430 Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029170283","display_name":"Christopher Reichstein","orcid":"https://orcid.org/0000-0003-2409-7268","observed_orcids":["https://orcid.org/0000-0003-2409-7268"]},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christopher Reichstein","raw_affiliation_strings":["Business Administration, Aalen University of Applied Sciences, 73430 Aalen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Administration, Aalen University of Applied Sciences, 73430 Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027187874","display_name":"Matthias Schad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210136950","display_name":"Hochschule Aalen","ror":"https://ror.org/04gg60e72","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210136950"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Schad","raw_affiliation_strings":["Competence Center for Information Systems, Aalen University of Applied Sciences, 73430 Aalen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Competence Center for Information Systems, Aalen University of Applied Sciences, 73430 Aalen, Germany","institution_ids":["https://openalex.org/I4210136950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108415661"],"corresponding_institution_ids":["https://openalex.org/I4210136950"],"apc_list":null,"apc_paid":null,"fwci":21.9848,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99769357,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"126","issue":null,"first_page":"1495","last_page":"1506"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12885","display_name":"Digital Innovation in Industries","score":0.9945999979972839,"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/T12885","display_name":"Digital Innovation in Industries","score":0.9945999979972839,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0024999999441206455,"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"}},{"id":"https://openalex.org/T13151","display_name":"Business Strategies and Innovation","score":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-business-models","display_name":"digital business models","score":1.0},{"id":"https://openalex.org/keywords/business-model-innovation","display_name":"business model innovation","score":0.7070000171661377},{"id":"https://openalex.org/keywords/digitization","display_name":"digitization","score":0.800000011920929},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9169999957084656},{"id":"https://openalex.org/keywords/data-science","display_name":"data science","score":0.9390000104904175},{"id":"https://openalex.org/keywords/key-performance-indicators","display_name":"key performance indicators","score":0.8930000066757202},{"id":"https://openalex.org/keywords/individualization","display_name":"individualization","score":0.9829999804496765},{"id":"https://openalex.org/keywords/efficiency","display_name":"efficiency","score":0.8489999771118164},{"id":"https://openalex.org/keywords/communication","display_name":"communication","score":0.9190000295639038},{"id":"https://openalex.org/keywords/industry","display_name":"industry","score":0.703000009059906}],"concepts":[{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.9025473594665527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800311803817749},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.7268518209457397},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.6830779314041138},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5433211922645569},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5103563666343689},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5044842958450317},{"id":"https://openalex.org/C162754035","wikidata":"https://www.wikidata.org/wiki/Q17006331","display_name":"Artifact-centric business process model","level":5,"score":0.48758476972579956},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47228533029556274},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.4691155254840851},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.40638405084609985},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3621219992637634},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3337612748146057},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.31452059745788574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18263942003250122},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16519084572792053},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1584165394306183},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14990991353988647},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13114169239997864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11687436699867249},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.procs.2018.08.121","doi":"https://doi.org/10.1016/j.procs.2018.08.121","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.121","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313991/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:opus-htw-aalen.bsz-bw.de:762","doi":null,"is_oa":false,"landing_page_url":"https://opus-htw-aalen.bsz-bw.de/frontdoor/index/index/docId/762","pdf_url":null,"source":{"id":"https://openalex.org/S4306401044","display_name":"OPUS (Aalen University)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2018.08.121","doi":"https://doi.org/10.1016/j.procs.2018.08.121","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2018.08.121","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050918313991/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/8","score":0.48510000109672546,"display_name":"Decent work and economic growth"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/9","score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888917880.pdf","grobid_xml":"https://content.openalex.org/works/W2888917880.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W86242034","https://openalex.org/W768088408","https://openalex.org/W1493800259","https://openalex.org/W1774460361","https://openalex.org/W1865772772","https://openalex.org/W1991623719","https://openalex.org/W2014534610","https://openalex.org/W2021244545","https://openalex.org/W2030630447","https://openalex.org/W2042113379","https://openalex.org/W2107604945","https://openalex.org/W2148060162","https://openalex.org/W2163619835","https://openalex.org/W2183994560","https://openalex.org/W2275958916","https://openalex.org/W2409589671","https://openalex.org/W2410335529","https://openalex.org/W2472280988","https://openalex.org/W2495439587","https://openalex.org/W2517099466","https://openalex.org/W2524259190","https://openalex.org/W2529627470","https://openalex.org/W2531642190","https://openalex.org/W2573327128","https://openalex.org/W2591538424","https://openalex.org/W2763757973","https://openalex.org/W2922956229","https://openalex.org/W3083326036","https://openalex.org/W3121907007","https://openalex.org/W3147343449","https://openalex.org/W4235678817","https://openalex.org/W4243667233","https://openalex.org/W4249531734","https://openalex.org/W4252952299","https://openalex.org/W7020425815"],"related_works":["https://openalex.org/W2980598208","https://openalex.org/W2769688715","https://openalex.org/W4210600301","https://openalex.org/W2787045167","https://openalex.org/W7079568587","https://openalex.org/W2759500979","https://openalex.org/W3090289260","https://openalex.org/W3088023130","https://openalex.org/W3112700750","https://openalex.org/W2508174250"],"abstract_inverted_index":{"An":[0],"elaborate":[1],"business":[2,34,43,62,108,145,156],"model":[3,123],"is":[4],"the":[5,13,18,21,58,72,84,120,141,148,152],"fundament":[6],"of":[7,15,20,24,60,75,106,119,143,154],"every":[8],"firm":[9],"as":[10,28,47,135,137],"it":[11],"describes":[12],"manner":[14],"functioning.":[16],"In":[17],"course":[19],"new":[22,42,61],"developments":[23],"digitization":[25],"technologies":[26],"such":[27],"Big":[29],"Data":[30,32],"and":[31,36,41,52,95,115],"Science,":[33],"models":[35,44,63,157],"processes":[37],"have":[38,132],"changed":[39],"tremendously":[40],"pop":[45],"up":[46],"never":[48],"before.":[49],"Although":[50],"theory":[51],"practice":[53],"show":[54,126],"increasingly":[55],"interest":[56],"in":[57],"potentials":[59,105,142,153],"through":[64],"digitization,":[65],"prior":[66],"research":[67,82],"has":[68],"not":[69],"demonstrated":[70],"yet":[71],"main":[73,98,149],"driver":[74,99],"its":[76],"significantly":[77],"use.":[78],"To":[79],"close":[80],"this":[81],"gap,":[83],"authors":[85],"implemented":[86],"an":[87],"empirical":[88],"study":[89],"based":[90],"on":[91,140,151],"a":[92,133],"theoretical":[93],"foundation":[94],"found":[96],"four":[97,129],"(with":[100],"five":[101],"items":[102],"each)":[103],"regarding":[104],"digital":[107,144,155],"models:":[109],"Key":[110,160],"Performance":[111,161],"Indicators,":[112],"Individualization,":[113],"Efficiency":[114],"Communication.":[116],"The":[117],"results":[118],"structural":[121],"equation":[122],"(SEM)":[124],"approach":[125],"that":[127],"all":[128],"determinants":[130],"do":[131],"positive":[134],"well":[136],"significant":[138],"influence":[139],"models.":[146],"Interestingly,":[147],"impact":[150],"comes":[158],"from":[159],"Indicators.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-09-07T00:00:00"}