A Reference Model for Data-driven Business Model Innovation Initiatives in Incumbent Firms

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Authors

In the past decade, we have witnessed the rise of big data analytics to a well-established phenomenon in business and academic fields. Novel opportunities appear for organizations to maximize the value from data through improved decision making, enhanced value propositions and new business models. The latter two are investigated by scholars as part of an emerging research field of data-driven business model (DDBM) innovation. Aiming to deploy DDBM innovation, companies start initiatives to either renovate their existing BM or develop a new DDBM. Responding to the recent calls for further research on design knowledge for DDBM innovation, we developed a reference model for DDBM innovation initiatives. Building upon a design science research approach and the Work System Theory as a kernel theory and a set of design principles, we propose a reference model comprising a static and a dynamic view. Our results are based on a research study with empirical insights from 18 companies, 19 cases and 16 expert interviews as well as theoretical grounding from a systematic literature research on key concepts of DDBM innovation. The developed reference model fills a gap mentioned in the DDBM innovation literature and provides practical guidance for companies.
Original languageEnglish
Title of host publicationECIS 2022 proceedings
Number of pages15
PublisherAIS eLibrary
Publication date2022
Article number1873
ISBN (electronic)978-1-958200-02-5
Publication statusPublished - 2022
Event30th European Conference on Information Systems - ECIS 2022: New horizons in digitally united societies - West University of Timisoara, Timisoara, Romania
Duration: 18.06.202224.06.2022
Conference number: 30
https://ecis2022.eu/

Links

Recently viewed

Publications

  1. The impact of key audit matter (KAM) disclosure in audit reports on stakeholders’ reactions
  2. Technical and economic assessment of food waste valorization through a biorefinery chain
  3. Sensormikrosysteme zur Überwachung der Atemluftqualität basierend auf Polymer Nanofasern
  4. Rural electrification efforts based on off-grid photovoltaic systems in the Andean Region
  5. Robust estimates of exporter productivity premia in German business services enterprises
  6. Psychosomatische Auswirkungen von Altlasten und deren Sanierung auf die Wohnbevölkerung
  7. New Data from Official Statistics for Imports and Exports of Goods by German Enterprises
  8. Idiosyncratic volatility, option-based measures of informed trading, and investor attention
  9. Heterogene Gebilde. Bild-Bild- und Bild-Text-Zusammenspiele am Beispiel von "World of Warcraft"
  10. Going Green with Gamified Learning: Advancing Sustainability through Interactive Learning
  11. Entrepreneurship as a Tool to Tackle Graduate Youth Unemployment in Developing Economies
  12. Entlassungsvorbereitung im Krankenhaus aus der Sicht älterer, pflegebedürftiger Patienten
  13. Didaktische Markierungspunkte einer Beruflichen Bildung für eine nachhaltige Entwicklung
  14. Corruption and Electoral Support for New Political Parties in Central and Eastern Europe
  15. Coronabezogene Zukunftsangst bei Grundschulkindern im Verlauf von 8 Monaten der Pandemie
  16. Challenges in detecting proximal effects of existential threat on lie detection accuracy
  17. Workshops als Möglichkeit zur Partizipation an der Weiterentwicklung von Studiengängen
  18. When Individual Preferences Defy Sustainability — Can Merit Good Arguments Close the Gap?
  19. Viertes Tourismus-Barcamp (22. - 23. Januar 2011) an der Kath. Universität Eichstätt-Ingolstadt
  20. Training sessions fostering transdisciplinary collaboration for sustainable development
  21. Practical wisdom and virtue ethics for knowledge co-production in sustainability science
  22. Grundsätzliches, Konträres und Verspieltes - Gedanken zur Netzwerkarbeit von BBS futur 2.0
  23. Erfolgsbesteuerung und Risikobereitschaft bei unternehmerischen Langfristentscheidungen
  24. Electrical and Mechanical Characterization of Polymer Nanofibers for Sensor Application
  25. Der Sandbox Innovation Process: Wie Vielfalt in Open-Innovation-Communities genutzt werden
  26. Composition and origin of plagioclase, pyroxene, and olivine clasts in Fra Mauro breccias
  27. Towards a more sustainable metal use – Lessons learned from national strategy documents
  28. The EU at a crossroads. Negotiations about the multiannual financial framework 2021-2027
  29. Teaching about sustainability through inquiry-based science in Irish primary classrooms
  30. Is peoples’ belief in a just world associated with (dis)honesty in romantic relationships?
  31. If you call for frameworks in sustainability management... editorial to the special issue
  32. Hinder and Standardize. On Prevention as a Mode of Optimizing the Nutrition of Children
  33. Herausforderungen in der Wirtschaftsprüfung durch den Einsatz von Big Data-Technologien
  34. Erschließung des gesellschaftlichen Problem-Lösungs-Raums durch Open Social Innovation
  35. Eine Maus und ein Kaninchen als Identifikationsfiguren für das Ausleben des Verbotenen
  36. Die nachhaltigen Zwillinge: Keine soziale Gerechtigkeit ohne ökologische Gerechtigkeit
  37. Biofuel sustainability in Latin America & the Caribbean - A review of recent experiences
  38. Authentizität mathematischer Modellierungsaufgaben in standardisierten Testsituationen
  39. Aktuelle Reformpläne aus Großbritannien zur Corporate Governance und Abschlussprüfung
  40. Understanding the socio-technical aspects of low-code adoption for software development
  41. The Influence of Counterfactual Thinking about Uncontrolled Factors on Moral Judgment
  42. Swiss Adolescents' Career Aspirations: Influence of Context, Age, and Career Adaptability
  43. Students’ genre expectations and the effects of text cohesion on reading comprehension
  44. Plant communities of the summits of the Dund Saykhan mountain range (Southern Mongolia)
  45. Mediatisierte Praktiken der kollektiven Anteilnahme im Fokus metapragmatischer Kritik
  46. Krieg im Namen Gottes? Die Rezeption der Lehre vom gerechten Krieg bei Johannes Calvin
  47. Intentionale vs. emergente Strategien der Online-Kommunikation von Gründungsunternehmen
  48. Beware, Grammar Police: Grammar and Spelling (Norms) as Positioning Tools on the Internet
  49. Analytical prediction of roughness after ball burnishing of thermally coated surfaces
  50. A Statistical Approach to Estimate Spatial Distributions of Wet Deposition in Germany