{"id":"https://openalex.org/W2967284283","doi":null,"title":"Understanding the Role of Data for Innovating Business Models: A System Dynamics Perspective.","display_name":"Understanding the Role of Data for Innovating Business Models: A System Dynamics Perspective.","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967284283","mag":"2967284283"},"language":"en","primary_location":{"id":"pmh:oai:aisel.aisnet.org:wi2019-1029","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/wi2019/track14/papers/3","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wirtschaftsinformatik 2019 Proceedings","raw_type":"text"},"volume":null,"type":"article","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":null,"display_name":"M. F\u00f6rster","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. F\u00f6rster","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036261477","display_name":"Bastian Bansemir","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bastian Bansemir","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5025484338","display_name":"Angela Roth","orcid":"https://orcid.org/0000-0002-6097-0119","observed_orcids":["https://orcid.org/0000-0002-6097-0119"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angela Roth","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6097-0119","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9171,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81264443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1739","last_page":"1753"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12885","display_name":"Digital Innovation in Industries","score":0.513700008392334,"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":0.513700008392334,"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":0.25780001282691956,"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/T11437","display_name":"Digital Platforms and Economics","score":0.06960000097751617,"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/business-model-innovation","display_name":"business model innovation","score":0.9810000061988831},{"id":"https://openalex.org/keywords/self-reinforcement","display_name":"self-reinforcement","score":0.8769999742507935},{"id":"https://openalex.org/keywords/data-driven-business-models","display_name":"data-driven business models","score":0.5070000290870667},{"id":"https://openalex.org/keywords/system-dynamics-modeling","display_name":"system dynamics modeling","score":0.5979999899864197}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6977205276489258},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5539384484291077},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.48733648657798767},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4404652714729309},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.41298508644104004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3990910053253174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3794814646244049},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3658849596977234},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33867985010147095},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24798104166984558},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11644032597541809},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:aisel.aisnet.org:wi2019-1029","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/wi2019/track14/papers/3","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wirtschaftsinformatik 2019 Proceedings","raw_type":"text"},{"id":"pmh:oai:aisel.aisnet.org:wi2019-1313","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/wi2019/track14/papers/3","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wirtschaftsinformatik 2019 Proceedings","raw_type":"text"},{"id":"mag:2967284283","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1313&context=wi2019","pdf_url":null,"source":{"id":"https://openalex.org/S12943752","display_name":"WIRTSCHAFTSINFORMATIK","issn_l":"0937-6429","issn":["0937-6429","1861-8936"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-70"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"WIRTSCHAFTSINFORMATIK","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W12441054","https://openalex.org/W111650437","https://openalex.org/W165905253","https://openalex.org/W202426229","https://openalex.org/W279724836","https://openalex.org/W581858677","https://openalex.org/W1512325781","https://openalex.org/W1527311855","https://openalex.org/W1569292578","https://openalex.org/W1981087316","https://openalex.org/W1989039514","https://openalex.org/W1993910593","https://openalex.org/W1999236988","https://openalex.org/W2017145042","https://openalex.org/W2026835877","https://openalex.org/W2039952259","https://openalex.org/W2048308733","https://openalex.org/W2059813301","https://openalex.org/W2075587560","https://openalex.org/W2132789787","https://openalex.org/W2136071264","https://openalex.org/W2140956556","https://openalex.org/W2141647475","https://openalex.org/W2148060162","https://openalex.org/W2152604313","https://openalex.org/W2154482656","https://openalex.org/W2161501234","https://openalex.org/W2164314939","https://openalex.org/W2236347344","https://openalex.org/W2281331439","https://openalex.org/W2283742351","https://openalex.org/W2288939477","https://openalex.org/W2289909487","https://openalex.org/W2526737020","https://openalex.org/W2553227351","https://openalex.org/W2561530837","https://openalex.org/W2620144206","https://openalex.org/W2749858461","https://openalex.org/W2988934653"],"related_works":["https://openalex.org/W2561530837","https://openalex.org/W4399127147","https://openalex.org/W4402584729","https://openalex.org/W2746459318","https://openalex.org/W3040509965","https://openalex.org/W7024101181","https://openalex.org/W7042820960","https://openalex.org/W4389616100","https://openalex.org/W7214062163","https://openalex.org/W3178324966"],"abstract_inverted_index":{"Data":[0],"have":[1],"become":[2],"a":[3,47,68],"key":[4],"ingredient":[5],"for":[6],"ICT-enabled":[7],"business":[8,39,57,110,127,137],"models.Nevertheless,":[9],"there":[10],"is":[11],"great":[12],"uncertainty":[13],"among":[14],"scholars":[15],"and":[16,44,56,99,122],"practitioners":[17],"alikeabout":[18],"how":[19,32,106],"to":[20,33,37,45,120,131],"leverage":[21],"data":[22,35,54,90,97,101,124],"as":[23,62],"an":[24],"essential":[25],"innovation":[26],"resource.":[27],"This":[28],"raises":[29],"thequestion":[30],"of":[31,51,65,72,135],"design":[34],"roles":[36,55],"innovate":[38],"models.":[40,138],"To":[41],"answer":[42],"thisquestion":[43],"facilitate":[46],"deeper,":[48],"cause-effect-relation":[49],"understanding":[50],"theinterdependencies":[52],"between":[53],"models,":[58],"system":[59],"dynamics":[60],"waschosen":[61],"the":[63,82,117,132],"approach":[64],"analysis.":[66],"Within":[67],"multiple":[69,77],"case":[70],"study":[71,83],"five":[73],"businessmodel":[74],"cases":[75],"with":[76],"embedded":[78],"units":[79],"per":[80],"case,":[81],"shows":[84],"that":[85],"thereare":[86],"four":[87],"recurring":[88],"basic":[89],"role":[91,102],"patterns":[92,118],"e.g.":[93,112],"\u2018incremental":[94],"improvement\u2019":[95],"or\u2018initial":[96],"boost\u2019":[98],"two":[100],"characteristic":[103],"patterns,":[104],"describing":[105],"dataroles":[107],"unfold":[108],"within":[109],"models":[111],"\u2018change":[113],"in":[114,126],"self-reinforcement\u2019":[115],"pattern.Overall,":[116],"help":[119],"visualize":[121],"articulate":[123],"usage":[125],"modelsand":[128],"therefore":[129],"contribute":[130],"ongoing":[133],"endeavor":[134],"innovating":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2019-08-22T00:00:00"}