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15.04.2024

Digital transformation and business model innovation: a bibliometric analysis of existing research and future perspectives

verfasst von: Javid Zare, Ajax Persaud

Erschienen in: Management Review Quarterly

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Abstract

Digital technologies, which are fundamentally different from traditional technologies, are driving radical changes across all industries, supply chains, consumer preferences, competition, and more. These radical shifts create challenges and opportunities for firms to create and capture value from business model innovation. The challenge goes beyond simply implementing advanced digital technologies such as artificial intelligence (AI), machine learning (ML), and Internet of Things (IoT) to developing business model innovations to create and capture value. Essentially, there is a complementary, mutually reinforcing relationship between digital transformation (DT) and business model innovation (BMI). However, the current understanding of the relationship between DT and BMI remains unclear, despite growing academic interest in this relationship. We endeavor to map the intellectual structure of this emerging research field at the intersection of DT and BMI over a 24-year period (from January 1999 to December 2023). The goal is to harness the fragmented literature, thereby creating a coherent basis for understanding its separate perspectives and issues. Using bibliometric analysis, we identified several key themes around which the extant literature can be organized. We also identified several areas where further research is warranted.
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Literatur
Zurück zum Zitat Acciarini C, Borelli F, Capo F, Cappa F, Sarrocco C (2022) Can digitalization favour the emergence of innovative and sustainable business models? A qualitative exploration in the automotive sector. J Strategy Manage 15(3):335–352 Acciarini C, Borelli F, Capo F, Cappa F, Sarrocco C (2022) Can digitalization favour the emergence of innovative and sustainable business models? A qualitative exploration in the automotive sector. J Strategy Manage 15(3):335–352
Zurück zum Zitat Al-Kasasbeh OM (2022) The Emergence of Digital Economy and New Business Models in the Era of Digital Transformation. In: New Innovations in Economics Business and Management, Vol 7, B P International, pp 161–168 Al-Kasasbeh OM (2022) The Emergence of Digital Economy and New Business Models in the Era of Digital Transformation. In: New Innovations in Economics Business and Management, Vol 7, B P International, pp 161–168
Zurück zum Zitat Amit R, Zott C (2010) Business model innovation. Creating value in times of change Amit R, Zott C (2010) Business model innovation. Creating value in times of change
Zurück zum Zitat Anand D, Mantrala M (2019) Responding to disruptive business model innovations: the case of traditional banks facing fintech entrants. J Bank Financ Technol 3:19–31CrossRef Anand D, Mantrala M (2019) Responding to disruptive business model innovations: the case of traditional banks facing fintech entrants. J Bank Financ Technol 3:19–31CrossRef
Zurück zum Zitat Ancillai C, Sabatini A, Gatti M, Perna A (2023) Digital technology and business model innovation: a systematic literature review and future research agenda. Technol Forecast Soc Change 188:122307CrossRef Ancillai C, Sabatini A, Gatti M, Perna A (2023) Digital technology and business model innovation: a systematic literature review and future research agenda. Technol Forecast Soc Change 188:122307CrossRef
Zurück zum Zitat Andersen TCK, Aagaard A, Magnusson M (2022) Exploring business model innovation in SMEs in a digital context: Organizing search behaviours experimentation and decision-making. Creat Innov Manage 31(1):19–34CrossRef Andersen TCK, Aagaard A, Magnusson M (2022) Exploring business model innovation in SMEs in a digital context: Organizing search behaviours experimentation and decision-making. Creat Innov Manage 31(1):19–34CrossRef
Zurück zum Zitat Andreini D, Bettinelli C (2017) Business model innovation. Springer Andreini D, Bettinelli C (2017) Business model innovation. Springer
Zurück zum Zitat Appio FP, Frattini F, Petruzzelli AM, Neirotti P (2021) Digital transformation and innovation management: a synthesis of existing research and an agenda for future studies. J Prod Innov Manage 38(1):4–20CrossRef Appio FP, Frattini F, Petruzzelli AM, Neirotti P (2021) Digital transformation and innovation management: a synthesis of existing research and an agenda for future studies. J Prod Innov Manage 38(1):4–20CrossRef
Zurück zum Zitat Autio E, Nambisan S, Thomas LD, Wright M (2018) Digital affordances, spatial affordances, and the genesis of entrepreneurial ecosystems. Strateg Entrep J 12(1):72–95 Autio E, Nambisan S, Thomas LD, Wright M (2018) Digital affordances, spatial affordances, and the genesis of entrepreneurial ecosystems. Strateg Entrep J 12(1):72–95
Zurück zum Zitat Badampudi D, Wohlin C, Petersen K (2015) Experiences from using snowballing and database searches in systematic literature studies. In: Proceedings of the 19th international conference on evaluation and assessment in software engineering Badampudi D, Wohlin C, Petersen K (2015) Experiences from using snowballing and database searches in systematic literature studies. In: Proceedings of the 19th international conference on evaluation and assessment in software engineering
Zurück zum Zitat Baden-Fuller C, Haefliger S (2013) Business models and technological innovation. Long Range Plann 46(6):419–426 Baden-Fuller C, Haefliger S (2013) Business models and technological innovation. Long Range Plann 46(6):419–426
Zurück zum Zitat Baecker J, Engert M, Pfaff M, Krcmar H (2020) Business Strategies for Data Monetization: Deriving Insights from Practice. Wirtschaftsinformatik (Zentrale Tracks) Baecker J, Engert M, Pfaff M, Krcmar H (2020) Business Strategies for Data Monetization: Deriving Insights from Practice. Wirtschaftsinformatik (Zentrale Tracks)
Zurück zum Zitat Bagnoli C, Dal Mas F, Massaro M (2019) The 4th industrial revolution: business models and evidence from the field. Int J E-Serv Mob Appl (IJESMA) 11(3):34–47CrossRef Bagnoli C, Dal Mas F, Massaro M (2019) The 4th industrial revolution: business models and evidence from the field. Int J E-Serv Mob Appl (IJESMA) 11(3):34–47CrossRef
Zurück zum Zitat Bahoo S, Cucculelli M, Qamar D (2023) Artificial intelligence and corporate innovation: a review and research agenda. Technol Forecast Soc Change 188:122264CrossRef Bahoo S, Cucculelli M, Qamar D (2023) Artificial intelligence and corporate innovation: a review and research agenda. Technol Forecast Soc Change 188:122264CrossRef
Zurück zum Zitat Barni A, Montini E, Menato S, Sorlini M, Anaya V, Poler R (2018) Integrating agent based simulation in the design of multi-sided platform business model: a methodological approach. In: Proceedings of IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) Barni A, Montini E, Menato S, Sorlini M, Anaya V, Poler R (2018) Integrating agent based simulation in the design of multi-sided platform business model: a methodological approach. In: Proceedings of IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC)
Zurück zum Zitat Berger ES, Von Briel F, Davidsson P, Kuckertz A (2021) Digital or not–the future of entrepreneurship and innovation: introduction to the special issue. J Bus Res 125:436–442CrossRef Berger ES, Von Briel F, Davidsson P, Kuckertz A (2021) Digital or not–the future of entrepreneurship and innovation: introduction to the special issue. J Bus Res 125:436–442CrossRef
Zurück zum Zitat Berman SJ (2012) Digital transformation: opportunities to create new business models. Strategy Leadersh 40(2):16–24CrossRef Berman SJ (2012) Digital transformation: opportunities to create new business models. Strategy Leadersh 40(2):16–24CrossRef
Zurück zum Zitat Björkdahl J, Holmén M (2013) Business model innovation–the challenges ahead. Int J Prod Dev 18(3/4):213–225 Björkdahl J, Holmén M (2013) Business model innovation–the challenges ahead. Int J Prod Dev 18(3/4):213–225
Zurück zum Zitat Bleicher J, Stanley H (2017) Digitization as a catalyst for business model innovation a three-step approach to facilitating economic success. Int J Bus Manage 12:62–71 Bleicher J, Stanley H (2017) Digitization as a catalyst for business model innovation a three-step approach to facilitating economic success. Int J Bus Manage 12:62–71
Zurück zum Zitat Bloomberg J (2018) Digitization, digitalization, and digital transformation: confuse them at your peril. Forbes Retrieved on August 28 2019 Bloomberg J (2018) Digitization, digitalization, and digital transformation: confuse them at your peril. Forbes Retrieved on August 28 2019
Zurück zum Zitat Bond III EU, de Jong A, Eggert A, Houston MB, Kleinaltenkamp M, Kohli AK, Ulaga W (2020) The future of B2B customer solutions in a post-COVID-19 economy: managerial issues and an agenda for academic inquiry. J Serv Res 23(4):401–408 Bond III EU, de Jong A, Eggert A, Houston MB, Kleinaltenkamp M, Kohli AK, Ulaga W (2020) The future of B2B customer solutions in a post-COVID-19 economy: managerial issues and an agenda for academic inquiry. J Serv Res 23(4):401–408
Zurück zum Zitat Bouwman H, de Reuver M, Nikou S (2017) The impact of digitalization on business models: how IT artefacts social media and big data force firms to innovate their business model. In: Proceedings of 14th International Telecommunications Society (ITS) Asia-Pacific Regional Conference, Kyoto Bouwman H, de Reuver M, Nikou S (2017) The impact of digitalization on business models: how IT artefacts social media and big data force firms to innovate their business model. In: Proceedings of 14th International Telecommunications Society (ITS) Asia-Pacific Regional Conference, Kyoto
Zurück zum Zitat Bouwman H, Nikou S, de Reuver M (2019) Digitalization business models and SMEs: how do business model innovation practices improve performance of digitalizing SMEs? Telecomm Policy 43(9)101828 Bouwman H, Nikou S, de Reuver M (2019) Digitalization business models and SMEs: how do business model innovation practices improve performance of digitalizing SMEs? Telecomm Policy 43(9)101828
Zurück zum Zitat Bouwman H, Nikou S, Molina-Castillo FJ, de Reuver M (2018) The impact of digitalization on business models. Digit Policy Regul Gov 20(2):105–124 Bouwman H, Nikou S, Molina-Castillo FJ, de Reuver M (2018) The impact of digitalization on business models. Digit Policy Regul Gov 20(2):105–124
Zurück zum Zitat Brennen JS, Kreiss D (2016) Digitalization. The international encyclopedia of communication theory and philosophy. Wiley, pp 1–11 Brennen JS, Kreiss D (2016) Digitalization. The international encyclopedia of communication theory and philosophy. Wiley, pp 1–11
Zurück zum Zitat Bresciani S, Huarng K-H, Malhotra A, Ferraris A (2021) Digital transformation as a springboard for product, process and business model innovation. J Bus Res 128:204–210CrossRef Bresciani S, Huarng K-H, Malhotra A, Ferraris A (2021) Digital transformation as a springboard for product, process and business model innovation. J Bus Res 128:204–210CrossRef
Zurück zum Zitat Burmeister C, Lüttgens D, Piller FT (2016) Business model innovation for industrie 4.0: why the’industrial internet’mandates a new perspective on innovation. Die Unternehmung 70(2):124–152CrossRef Burmeister C, Lüttgens D, Piller FT (2016) Business model innovation for industrie 4.0: why the’industrial internet’mandates a new perspective on innovation. Die Unternehmung 70(2):124–152CrossRef
Zurück zum Zitat Chawla RN, Goyal P (2022) Emerging trends in digital transformation: a bibliometric analysis. Benchmarking Int J 29(4):1069–1112CrossRef Chawla RN, Goyal P (2022) Emerging trends in digital transformation: a bibliometric analysis. Benchmarking Int J 29(4):1069–1112CrossRef
Zurück zum Zitat Cheah S, Wang S (2017) Big data-driven business model innovation by traditional industries in the Chinese economy. J Chin Econ Bus Stud 10(3):229–251 Cheah S, Wang S (2017) Big data-driven business model innovation by traditional industries in the Chinese economy. J Chin Econ Bus Stud 10(3):229–251
Zurück zum Zitat Chen C, Leydesdorff L (2014) Patterns of connections and movements in dual-map overlays: a new method of publication portfolio analysis. J Assoc Inf Sci Technol 65(2):334–351CrossRef Chen C, Leydesdorff L (2014) Patterns of connections and movements in dual-map overlays: a new method of publication portfolio analysis. J Assoc Inf Sci Technol 65(2):334–351CrossRef
Zurück zum Zitat Chesbrough H (2010) Business model innovation: opportunities and barriers. Long Range Plan 43(2–3):354–363CrossRef Chesbrough H (2010) Business model innovation: opportunities and barriers. Long Range Plan 43(2–3):354–363CrossRef
Zurück zum Zitat Ciampi F, Demi S, Magrini A, Marzi G, Papa A (2021) Exploring the impact of big data analytics capabilities on business model innovation: the mediating role of entrepreneurial orientation. J Bus Res 123:1–13CrossRef Ciampi F, Demi S, Magrini A, Marzi G, Papa A (2021) Exploring the impact of big data analytics capabilities on business model innovation: the mediating role of entrepreneurial orientation. J Bus Res 123:1–13CrossRef
Zurück zum Zitat Clemons EK, Madhani N (2010) Regulation of digital businesses with natural monopolies or third-party payment business models: Antitrust lessons from the analysis of Google. J Manag Inf Syst 27(3):43–80CrossRef Clemons EK, Madhani N (2010) Regulation of digital businesses with natural monopolies or third-party payment business models: Antitrust lessons from the analysis of Google. J Manag Inf Syst 27(3):43–80CrossRef
Zurück zum Zitat Costa-Climent R, Haftor DM, Staniewski MW (2023) Using machine learning to create and capture value in the business models of small and medium-sized enterprises. Int J Inform Manag 73:102637 Costa-Climent R, Haftor DM, Staniewski MW (2023) Using machine learning to create and capture value in the business models of small and medium-sized enterprises. Int J Inform Manag 73:102637
Zurück zum Zitat Cruzara G, Frega JR, Szabo Cherobim APM, Sandri EC (2023) Business models, dynamic capabilities and industry 4.0: a framework to explore this relationship. Int J Innov Technol Manag 20(06)2350036 Cruzara G, Frega JR, Szabo Cherobim APM, Sandri EC (2023) Business models, dynamic capabilities and industry 4.0: a framework to explore this relationship. Int J Innov Technol Manag 20(06)2350036
Zurück zum Zitat Djaja I, Arief M (2015) The impact of dynamic information technology capability and strategic agility on business model innovation and firm performance on ICT firms. Adv Sci Lett 21(5):1225–1229CrossRef Djaja I, Arief M (2015) The impact of dynamic information technology capability and strategic agility on business model innovation and firm performance on ICT firms. Adv Sci Lett 21(5):1225–1229CrossRef
Zurück zum Zitat Dmitrijeva J, Schroeder A, Bigdeli AZ, Baines T (2022) Paradoxes in servitization: a processual perspective. Ind Mark Manag 101:141–152 Dmitrijeva J, Schroeder A, Bigdeli AZ, Baines T (2022) Paradoxes in servitization: a processual perspective. Ind Mark Manag 101:141–152
Zurück zum Zitat Donthu N, Kumar S, Mukherjee D, Pandey N, Lim WM (2021) How to conduct a bibliometric analysis: an overview and guidelines. J Bus Res 133:285–296CrossRef Donthu N, Kumar S, Mukherjee D, Pandey N, Lim WM (2021) How to conduct a bibliometric analysis: an overview and guidelines. J Bus Res 133:285–296CrossRef
Zurück zum Zitat Elia G, Margherita A, Passiante G (2020) Digital entrepreneurship ecosystem: how digital technologies and collective intelligence are reshaping the entrepreneurial process. Technol Forecast Soc Change 150:119791CrossRef Elia G, Margherita A, Passiante G (2020) Digital entrepreneurship ecosystem: how digital technologies and collective intelligence are reshaping the entrepreneurial process. Technol Forecast Soc Change 150:119791CrossRef
Zurück zum Zitat Endres H, Stoiber K, Wenzl NM (2020) Managing digital transformation through hybrid business models. J Bus Strategy 41(6):49–56CrossRef Endres H, Stoiber K, Wenzl NM (2020) Managing digital transformation through hybrid business models. J Bus Strategy 41(6):49–56CrossRef
Zurück zum Zitat Fellenstein J, Umaganthan A (2019) Digital Transformation: How enterprises build dynamic capabilities for business model innovation: A multiple-case study within the logistics and transportation industry. Dissertation, Jönköping University Fellenstein J, Umaganthan A (2019) Digital Transformation: How enterprises build dynamic capabilities for business model innovation: A multiple-case study within the logistics and transportation industry. Dissertation, Jönköping University
Zurück zum Zitat Fichman RG, Dos Santos BL, Zheng Z (2014) Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Q 38(2):329–A315CrossRef Fichman RG, Dos Santos BL, Zheng Z (2014) Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Q 38(2):329–A315CrossRef
Zurück zum Zitat Franco M, Minatogawa V, Durán O, Batocchio A, Quadros R (2021) Opening the dynamic capability black box: an approach to business model innovation management in the digital era. IEEE Access 9:69189–69209CrossRef Franco M, Minatogawa V, Durán O, Batocchio A, Quadros R (2021) Opening the dynamic capability black box: an approach to business model innovation management in the digital era. IEEE Access 9:69189–69209CrossRef
Zurück zum Zitat Frank AG, Mendes GH, Ayala NF, Ghezzi A (2019) Servitization and industry 40 convergence in the digital transformation of product firms: a business model innovation perspective. Technol Forecast Soc Change 141:341–351CrossRef Frank AG, Mendes GH, Ayala NF, Ghezzi A (2019) Servitization and industry 40 convergence in the digital transformation of product firms: a business model innovation perspective. Technol Forecast Soc Change 141:341–351CrossRef
Zurück zum Zitat García-Muiña FE, Medina-Salgado MS, Ferrari AM, Cucchi M (2020) Sustainability transition in industry 4.0 and smart manufacturing with the triple-layered business model canvas. Sustainablity 12(6):2364CrossRef García-Muiña FE, Medina-Salgado MS, Ferrari AM, Cucchi M (2020) Sustainability transition in industry 4.0 and smart manufacturing with the triple-layered business model canvas. Sustainablity 12(6):2364CrossRef
Zurück zum Zitat Ghezzi A, Cavallo A (2020) Agile business model innovation in digital entrepreneurship: lean startup approaches. J Bus Res 110:519–537CrossRef Ghezzi A, Cavallo A (2020) Agile business model innovation in digital entrepreneurship: lean startup approaches. J Bus Res 110:519–537CrossRef
Zurück zum Zitat Gil-Gomez H, Guerola-Navarro V, Oltra-Badenes R, Lozano-Quilis JA (2020) Customer relationship management: digital transformation and sustainable business model innovation. Econ Res-Ekon Istraz 33(1):2733–2750 Gil-Gomez H, Guerola-Navarro V, Oltra-Badenes R, Lozano-Quilis JA (2020) Customer relationship management: digital transformation and sustainable business model innovation. Econ Res-Ekon Istraz 33(1):2733–2750
Zurück zum Zitat Glänzel W (2014) Analysis of co-authorship patterns at the individual level1. Transinformação 26:229–238CrossRef Glänzel W (2014) Analysis of co-authorship patterns at the individual level1. Transinformação 26:229–238CrossRef
Zurück zum Zitat Godavarthi B, Narisetty N, Gudikandhula K, Muthukumaran R, Kapila D, Ramesh JVN (2023) Cloud computing enabled business model innovation. J High Technol Manag Res 34(2):100469CrossRef Godavarthi B, Narisetty N, Gudikandhula K, Muthukumaran R, Kapila D, Ramesh JVN (2023) Cloud computing enabled business model innovation. J High Technol Manag Res 34(2):100469CrossRef
Zurück zum Zitat Gomber P, Kauffman RJ, Parker C, Weber BW (2018) On the fintech revolution: interpreting the forces of innovation, disruption, and transformation in financial services. J Manag Inform Syst 35(1):220–265 Gomber P, Kauffman RJ, Parker C, Weber BW (2018) On the fintech revolution: interpreting the forces of innovation, disruption, and transformation in financial services. J Manag Inform Syst 35(1):220–265
Zurück zum Zitat Gretzel U, Sigala M, Xiang Z, Koo C (2015) Smart tourism: foundations and developments. Electron Mark 25:179–88 Gretzel U, Sigala M, Xiang Z, Koo C (2015) Smart tourism: foundations and developments. Electron Mark 25:179–88
Zurück zum Zitat Gupta S, Czinkota M, Melewar T (2013) Embedding knowledge and value of a brand into sustainability for differentiation. J World Bus 48(3):287–296CrossRef Gupta S, Czinkota M, Melewar T (2013) Embedding knowledge and value of a brand into sustainability for differentiation. J World Bus 48(3):287–296CrossRef
Zurück zum Zitat Gutiérrez-Salcedo M, Martínez MÁ, Moral-Muñoz JA, Herrera-Viedma E, Cobo MJ (2018) Some bibliometric procedures for analyzing and evaluating research fields. Appl Intell 48(5):1275–1287 Gutiérrez-Salcedo M, Martínez MÁ, Moral-Muñoz JA, Herrera-Viedma E, Cobo MJ (2018) Some bibliometric procedures for analyzing and evaluating research fields. Appl Intell 48(5):1275–1287
Zurück zum Zitat Haaker T, Ly PTM, Nguyen-Thanh N, Nguyen HTH (2021) Business model innovation through the application of the internet-of-Things: a comparative analysis. J Bus Res 126:126–136CrossRef Haaker T, Ly PTM, Nguyen-Thanh N, Nguyen HTH (2021) Business model innovation through the application of the internet-of-Things: a comparative analysis. J Bus Res 126:126–136CrossRef
Zurück zum Zitat Habtay SR, Holmén M (2014) Incumbents’ responses to disruptive business model innovation: the moderating role of technology vs market-driven innovation. Int J Entrep Innov Manag 11 18(4):289–309 Habtay SR, Holmén M (2014) Incumbents’ responses to disruptive business model innovation: the moderating role of technology vs market-driven innovation. Int J Entrep Innov Manag 11 18(4):289–309
Zurück zum Zitat Hajiheydari N, Godavarthi B, Kargar Shouraki M, Vares H, Mohammadian A (2023) Cloud computing enabled business model innovation. J High Technol Manag Res 34(2):100469CrossRef Hajiheydari N, Godavarthi B, Kargar Shouraki M, Vares H, Mohammadian A (2023) Cloud computing enabled business model innovation. J High Technol Manag Res 34(2):100469CrossRef
Zurück zum Zitat Hassoun A, Aït-Kaddour A, Abu-Mahfouz AM, Rathod NB, Bader F, Barba FJ, Jambrak AR (2022) The fourth industrial revolution in the food industry—part I: industry 40 technologies. Crit Rev Food Sci Nutr 1–17 Hassoun A, Aït-Kaddour A, Abu-Mahfouz AM, Rathod NB, Bader F, Barba FJ, Jambrak AR (2022) The fourth industrial revolution in the food industry—part I: industry 40 technologies. Crit Rev Food Sci Nutr 1–17
Zurück zum Zitat Hendriarto P (2021) Understanding of the role of digitalization to business model and innovation: economics and business review studies. Linguist Cult Rev 5(S1):160–173CrossRef Hendriarto P (2021) Understanding of the role of digitalization to business model and innovation: economics and business review studies. Linguist Cult Rev 5(S1):160–173CrossRef
Zurück zum Zitat Heubeck T, Meckl R (2022) Antecedents to cognitive business model evaluation: a dynamic managerial capabilities perspective. Rev Manage Sci 16(8):2441–2466CrossRef Heubeck T, Meckl R (2022) Antecedents to cognitive business model evaluation: a dynamic managerial capabilities perspective. Rev Manage Sci 16(8):2441–2466CrossRef
Zurück zum Zitat Hota PK, Subramanian B, Narayanamurthy G (2020) Mapping the intellectual structure of social entrepreneurship research: a citation/co-citation analysis. J Bus Ethics 166(1):89–114CrossRef Hota PK, Subramanian B, Narayanamurthy G (2020) Mapping the intellectual structure of social entrepreneurship research: a citation/co-citation analysis. J Bus Ethics 166(1):89–114CrossRef
Zurück zum Zitat Ibarra D, Ganzarain J, Igartua JI (2018) Business model innovation through industry 4.0: a review. Procedia Manuf 22:4–10CrossRef Ibarra D, Ganzarain J, Igartua JI (2018) Business model innovation through industry 4.0: a review. Procedia Manuf 22:4–10CrossRef
Zurück zum Zitat Isabelle D, Westerlund M, Mane M, Leminen S (2020) The role of analytics in data-driven business models of multi-sided platforms: an exploration in the food industry. Technol Innov Manag Rev 10(7):4–15CrossRef Isabelle D, Westerlund M, Mane M, Leminen S (2020) The role of analytics in data-driven business models of multi-sided platforms: an exploration in the food industry. Technol Innov Manag Rev 10(7):4–15CrossRef
Zurück zum Zitat Ismail MH, Khater M, Zaki M (2017) Digital business transformation and strategy: what do we know so far. Camb Service Alliance 10(1):1–35 Ismail MH, Khater M, Zaki M (2017) Digital business transformation and strategy: what do we know so far. Camb Service Alliance 10(1):1–35
Zurück zum Zitat Janssen M, Zuiderwijk A (2014) Infomediary Business models for Connecting Open Data providers and users. Soc Sci Comput Rev 32(5):694–711CrossRef Janssen M, Zuiderwijk A (2014) Infomediary Business models for Connecting Open Data providers and users. Soc Sci Comput Rev 32(5):694–711CrossRef
Zurück zum Zitat Jin Zhang J, Lichtenstein Y, Gander J (2015) Designing scalable digital business models. Business models and modelling. Emerald Group Publishing Limited, pp 241–277 Jin Zhang J, Lichtenstein Y, Gander J (2015) Designing scalable digital business models. Business models and modelling. Emerald Group Publishing Limited, pp 241–277
Zurück zum Zitat Karimi J, Walter Z (2016) Corporate entrepreneurship disruptive business model innovation adoption and its performance: the case of the newspaper industry. Long Range Plann 49(3):342–360CrossRef Karimi J, Walter Z (2016) Corporate entrepreneurship disruptive business model innovation adoption and its performance: the case of the newspaper industry. Long Range Plann 49(3):342–360CrossRef
Zurück zum Zitat Kohtamäki M, Parida V, Oghazi P, Gebauer H, Baines T (2019) Digital servitization business models in ecosystems: a theory of the firm. J Bus Res 104:380–392CrossRef Kohtamäki M, Parida V, Oghazi P, Gebauer H, Baines T (2019) Digital servitization business models in ecosystems: a theory of the firm. J Bus Res 104:380–392CrossRef
Zurück zum Zitat Kohtamäki M, Parida V, Patel PC, Gebauer H (2020) The relationship between digitalization and servitization: the role of servitization in capturing the financial potential of digitalization. Technol Forecast Soc Chang 151:119804 Kohtamäki M, Parida V, Patel PC, Gebauer H (2020) The relationship between digitalization and servitization: the role of servitization in capturing the financial potential of digitalization. Technol Forecast Soc Chang 151:119804
Zurück zum Zitat Kowalkowski C, Kindström D, Gebauer H (2013) ICT as a catalyst for service business orientation. J Bus Ind Mark Kowalkowski C, Kindström D, Gebauer H (2013) ICT as a catalyst for service business orientation. J Bus Ind Mark
Zurück zum Zitat Kraus S, Filser M, Puumalainen K, Kailer N, Thurner S (2020) Business model innovation: a systematic literature review. Int J Innov Technol Manag 17:062050043 Kraus S, Filser M, Puumalainen K, Kailer N, Thurner S (2020) Business model innovation: a systematic literature review. Int J Innov Technol Manag 17:062050043
Zurück zum Zitat Kraus S, Palmer C, Kailer N, Kallinger FL, Spitzer J (2019) Digital entrepreneurship: a research agenda on new business models for the twenty-first century. Int J Entrepreneurial Behav Res 25(2):353–375 Kraus S, Palmer C, Kailer N, Kallinger FL, Spitzer J (2019) Digital entrepreneurship: a research agenda on new business models for the twenty-first century. Int J Entrepreneurial Behav Res 25(2):353–375
Zurück zum Zitat Kuhlman T, Farrington J (2010) What is Sustainability? Sustainablity 2(11):3436–3448 Kuhlman T, Farrington J (2010) What is Sustainability? Sustainablity 2(11):3436–3448
Zurück zum Zitat Kurti E, Haftor D (2015) Barriers and enablers of digital business model transformation. In: Proceedings of the European Conference on Information Systems Management Kurti E, Haftor D (2015) Barriers and enablers of digital business model transformation. In: Proceedings of the European Conference on Information Systems Management
Zurück zum Zitat Kuula S, Haapasalo H (2017) Continuous and co-creative business model creation. In: Service Business Model Innovation in Healthcare and Hospital Management: Models Strategies Tools, Springer, pp 249– 26 Kuula S, Haapasalo H (2017) Continuous and co-creative business model creation. In: Service Business Model Innovation in Healthcare and Hospital Management: Models Strategies Tools, Springer, pp 249– 26
Zurück zum Zitat Lamperti S, Cavallo A, Sassanelli C (2023) Digital Servitization and Business Model Innovation in SMEs: a model to escape from market disruption. IEEE Trans Eng Manage Lamperti S, Cavallo A, Sassanelli C (2023) Digital Servitization and Business Model Innovation in SMEs: a model to escape from market disruption. IEEE Trans Eng Manage
Zurück zum Zitat Latilla VMM, Urbinati A, Cavallo A, Franzò S, Ghezzi A (2021) Organizational re-design for business model innovation while exploiting digital technologies: a single case study of an energy company. Int J Innov Technol Manage 18(02)2040002 Latilla VMM, Urbinati A, Cavallo A, Franzò S, Ghezzi A (2021) Organizational re-design for business model innovation while exploiting digital technologies: a single case study of an energy company. Int J Innov Technol Manage 18(02)2040002
Zurück zum Zitat Lüdeke-Freund F, Carroux S, Joyce A, Massa L, Breuer H (2018) The sustainable business model pattern taxonomy—45 patterns to support sustainability-oriented business model innovation. Sustain Prod Consum 15:145–162CrossRef Lüdeke-Freund F, Carroux S, Joyce A, Massa L, Breuer H (2018) The sustainable business model pattern taxonomy—45 patterns to support sustainability-oriented business model innovation. Sustain Prod Consum 15:145–162CrossRef
Zurück zum Zitat Lee I, Shin YJ (2018) Fintech: ecosystem, business models, investment decisions, and challenges. Bus Horiz 61(1):35–46 Lee I, Shin YJ (2018) Fintech: ecosystem, business models, investment decisions, and challenges. Bus Horiz 61(1):35–46
Zurück zum Zitat Lee J, Kao H-A, Yang S (2014) Service innovation and smart analytics for industry 4.0 and big data environment. Procedia Cirp 16:3–8CrossRef Lee J, Kao H-A, Yang S (2014) Service innovation and smart analytics for industry 4.0 and big data environment. Procedia Cirp 16:3–8CrossRef
Zurück zum Zitat Lee J, Suh T, Roy D, Baucus M (2019) Emerging technology and business model innovation: the case of artificial intelligence. Open Innov Technol Mark Complex 5(3):44CrossRef Lee J, Suh T, Roy D, Baucus M (2019) Emerging technology and business model innovation: the case of artificial intelligence. Open Innov Technol Mark Complex 5(3):44CrossRef
Zurück zum Zitat Lee M, Yun JJ, Pyka A, Won D, Kodama F, Schiuma G, Jung K et al (2018) How to respond to the fourth industrial revolution or the second information technology revolution? Dynamic new combinations between technology market and society through open innovation. J Open Innov: Technol Mark Complex 4(3):21CrossRef Lee M, Yun JJ, Pyka A, Won D, Kodama F, Schiuma G, Jung K et al (2018) How to respond to the fourth industrial revolution or the second information technology revolution? Dynamic new combinations between technology market and society through open innovation. J Open Innov: Technol Mark Complex 4(3):21CrossRef
Zurück zum Zitat Lenka S, Parida V, Wincent J (2017) Digitalization capabilities as enablers of value co-creation in servitizing firms. Psychol Mark 34(1):92–100CrossRef Lenka S, Parida V, Wincent J (2017) Digitalization capabilities as enablers of value co-creation in servitizing firms. Psychol Mark 34(1):92–100CrossRef
Zurück zum Zitat Li L, Su F, Zhang W, Mao JY (2018) Digital transformation by SME entrepreneurs: a capability perspective. Inform Syst J 28(6):1129–1157 Li L, Su F, Zhang W, Mao JY (2018) Digital transformation by SME entrepreneurs: a capability perspective. Inform Syst J 28(6):1129–1157
Zurück zum Zitat Li W, Liu K, Belitski M, Ghobadian A, O’Regan N (2016) e-Leadership through strategic alignment: an empirical study of small-and medium-sized enterprises in the digital age. J Inf Technol 31:185–206CrossRef Li W, Liu K, Belitski M, Ghobadian A, O’Regan N (2016) e-Leadership through strategic alignment: an empirical study of small-and medium-sized enterprises in the digital age. J Inf Technol 31:185–206CrossRef
Zurück zum Zitat Loebbecke C, Picot A (2015) Reflections on societal and business model transformation arising from digitization and big data analytics: a research agenda. J Strateg Inf Syst 24(3):149–157CrossRef Loebbecke C, Picot A (2015) Reflections on societal and business model transformation arising from digitization and big data analytics: a research agenda. J Strateg Inf Syst 24(3):149–157CrossRef
Zurück zum Zitat Manser Payne EH, Dahl AJ, Peltier J (2021) Digital servitization value co-creation framework for AI services: a research agenda for digital transformation in financial service ecosystems. J Res Interact Mark 15(2):200–222 Manser Payne EH, Dahl AJ, Peltier J (2021) Digital servitization value co-creation framework for AI services: a research agenda for digital transformation in financial service ecosystems. J Res Interact Mark 15(2):200–222
Zurück zum Zitat Marcon É, Le Dain M-A, Frank AG (2022) Designing business models for industry 40 technologies provision: changes in business dimensions through digital transformation. Technol Forecast Soc Change 185:122078CrossRef Marcon É, Le Dain M-A, Frank AG (2022) Designing business models for industry 40 technologies provision: changes in business dimensions through digital transformation. Technol Forecast Soc Change 185:122078CrossRef
Zurück zum Zitat Massaro M, Dumay J, Guthrie J (2016) On the shoulders of giants: undertaking a structured literature review in accounting. Account Audit Account J Massaro M, Dumay J, Guthrie J (2016) On the shoulders of giants: undertaking a structured literature review in accounting. Account Audit Account J
Zurück zum Zitat McKenny AF, Aguinis H, Short JC, Anglin AH (2018) What doesn’t get measured does exist: improving the accuracy of computer-aided text analysis. J Manage 44(7):2909–2933 McKenny AF, Aguinis H, Short JC, Anglin AH (2018) What doesn’t get measured does exist: improving the accuracy of computer-aided text analysis. J Manage 44(7):2909–2933
Zurück zum Zitat Mihardjo L, Sasmoko S, Alamsjah F, Elidjen E (2019) Digital leadership role in developing business model innovation and customer experience orientation in industry 4.0. Manage Sci Lett 9(11):1749–1762CrossRef Mihardjo L, Sasmoko S, Alamsjah F, Elidjen E (2019) Digital leadership role in developing business model innovation and customer experience orientation in industry 4.0. Manage Sci Lett 9(11):1749–1762CrossRef
Zurück zum Zitat Müller JM, Buliga O, Voigt K-I (2018) Fortune favors the prepared: how SMEs approach business model innovations in Industry 40. Technol Forecast Soc Change 132:2–17CrossRef Müller JM, Buliga O, Voigt K-I (2018) Fortune favors the prepared: how SMEs approach business model innovations in Industry 40. Technol Forecast Soc Change 132:2–17CrossRef
Zurück zum Zitat Müller S, Hundahl M (2020) IT-Driven business model innovation: Sources and ripple effects. In: Sustainable Business: Concepts Methodologies Tools and Applications, pp 791–818 Müller S, Hundahl M (2020) IT-Driven business model innovation: Sources and ripple effects. In: Sustainable Business: Concepts Methodologies Tools and Applications, pp 791–818
Zurück zum Zitat Morabito V (2014) Trends and challenges in digital business innovation. Springer Morabito V (2014) Trends and challenges in digital business innovation. Springer
Zurück zum Zitat Nadkarni S, Prügl R (2021) Digital transformation: a review, synthesis and opportunities for future research. Manag Rev Q 71:233–341CrossRef Nadkarni S, Prügl R (2021) Digital transformation: a review, synthesis and opportunities for future research. Manag Rev Q 71:233–341CrossRef
Zurück zum Zitat Nambisan S, Wright M, Feldman M (2019) The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes. Res Policy 48(8):103773CrossRef Nambisan S, Wright M, Feldman M (2019) The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes. Res Policy 48(8):103773CrossRef
Zurück zum Zitat Neu WA, Brown SW (2005) Forming successful business-to-business services in goods-dominant firms. J Serv Res 8(1):3–17CrossRef Neu WA, Brown SW (2005) Forming successful business-to-business services in goods-dominant firms. J Serv Res 8(1):3–17CrossRef
Zurück zum Zitat Olabode OE, Boso N, Hultman M, Leonidou CN (2022) Big data analytics capability and market performance: the roles of disruptive business models and competitive intensity. J Bus Res 139:1218–1230CrossRef Olabode OE, Boso N, Hultman M, Leonidou CN (2022) Big data analytics capability and market performance: the roles of disruptive business models and competitive intensity. J Bus Res 139:1218–1230CrossRef
Zurück zum Zitat Paiola M, Gebauer H (2020) Internet of things technologies, digital servitization and business model innovation in BtoB manufacturing firms. Ind Mark Manag 89:245–264CrossRef Paiola M, Gebauer H (2020) Internet of things technologies, digital servitization and business model innovation in BtoB manufacturing firms. Ind Mark Manag 89:245–264CrossRef
Zurück zum Zitat Parida V, Sjödin D, Reim W (2019) Reviewing literature on digitalization, business model innovation, and sustainable industry: Past achievements and future promises. Sustainability (11) Parida V, Sjödin D, Reim W (2019) Reviewing literature on digitalization, business model innovation, and sustainable industry: Past achievements and future promises. Sustainability (11)
Zurück zum Zitat Parmentier G, Gandia R (2017) Redesigning the business model: from one-sided to multi-sided. J Bus Strategy 38(2):52–61CrossRef Parmentier G, Gandia R (2017) Redesigning the business model: from one-sided to multi-sided. J Bus Strategy 38(2):52–61CrossRef
Zurück zum Zitat Paschou T, Rapaccini M, Adrodegari F, Saccani N (2020) Digital servitization in manufacturing: a systematic literature review and research agenda. Ind Mark Manage 89:278–292CrossRef Paschou T, Rapaccini M, Adrodegari F, Saccani N (2020) Digital servitization in manufacturing: a systematic literature review and research agenda. Ind Mark Manage 89:278–292CrossRef
Zurück zum Zitat Pihir I, Tomičić-Pupek K, Furjan MT (2019a) Digital transformation playground - literature review and framework of concepts. J Inf Organ Sci 43(1):33–48 Pihir I, Tomičić-Pupek K, Furjan MT (2019a) Digital transformation playground - literature review and framework of concepts. J Inf Organ Sci 43(1):33–48
Zurück zum Zitat Pihir I, Tomičić-Pupek K, Tomičić Furjan M (2019) Digital transformation playground-literature review and framework of concepts. J Inf Organ Sci 43(1):33–48 Pihir I, Tomičić-Pupek K, Tomičić Furjan M (2019) Digital transformation playground-literature review and framework of concepts. J Inf Organ Sci 43(1):33–48
Zurück zum Zitat Rachinger M, Rauter R, Müller C, Vorraber W, Schirgi E (2019) Digitalization and its influence on business model innovation. J Manuf Technol Manag 30(8):1143–1160CrossRef Rachinger M, Rauter R, Müller C, Vorraber W, Schirgi E (2019) Digitalization and its influence on business model innovation. J Manuf Technol Manag 30(8):1143–1160CrossRef
Zurück zum Zitat Raddats C, Kowalkowski C, Benedettini O, Burton J, Gebauer H (2019) Servitization: a contemporary thematic review of four major research streams. Ind Mark Manag 83:207–223CrossRef Raddats C, Kowalkowski C, Benedettini O, Burton J, Gebauer H (2019) Servitization: a contemporary thematic review of four major research streams. Ind Mark Manag 83:207–223CrossRef
Zurück zum Zitat Ramos-Rodríguez AR, Ruíz‐Navarro J (2004) Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal 1980–2000. Strateg Manag J 25(10):981–1004CrossRef Ramos-Rodríguez AR, Ruíz‐Navarro J (2004) Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal 1980–2000. Strateg Manag J 25(10):981–1004CrossRef
Zurück zum Zitat Ranta V, Aarikka-Stenroos L, Väisänen JM (2021) Digital technologies catalyzing business model innovation for circular economy—multiple case study. Resour Conserv Recycl 164:105155CrossRef Ranta V, Aarikka-Stenroos L, Väisänen JM (2021) Digital technologies catalyzing business model innovation for circular economy—multiple case study. Resour Conserv Recycl 164:105155CrossRef
Zurück zum Zitat Rayna T, Striukova L (2016) From rapid prototyping to home fabrication: how 3D printing is changing business model innovation. Technol Forecast Soc Change 102:214–224CrossRef Rayna T, Striukova L (2016) From rapid prototyping to home fabrication: how 3D printing is changing business model innovation. Technol Forecast Soc Change 102:214–224CrossRef
Zurück zum Zitat Reim W, Åström J, Eriksson O (2020) Implementation of artificial intelligence (AI): a roadmap for business model innovation. AI 1(2):11CrossRef Reim W, Åström J, Eriksson O (2020) Implementation of artificial intelligence (AI): a roadmap for business model innovation. AI 1(2):11CrossRef
Zurück zum Zitat Rüßmann M, Lorenz M, Gerbert P, Waldner M, Justus J, Engel P, Harnisch M (2015) Industry 4.0: the future of productivity and growth in manufacturing industries. Boston Consulting Group 9(1):54–89 Rüßmann M, Lorenz M, Gerbert P, Waldner M, Justus J, Engel P, Harnisch M (2015) Industry 4.0: the future of productivity and growth in manufacturing industries. Boston Consulting Group 9(1):54–89
Zurück zum Zitat Rommer S, Hedman P, Olsson M, Frid L, Sultana S, Mulligan C (2019) 5G core networks: powering digitalization. Academic, The Netherlands Rommer S, Hedman P, Olsson M, Frid L, Sultana S, Mulligan C (2019) 5G core networks: powering digitalization. Academic, The Netherlands
Zurück zum Zitat Sahut J-M, Iandoli L, Teulon F (2021) The age of digital entrepreneurship. Small Bus Econ 56:1159–1169CrossRef Sahut J-M, Iandoli L, Teulon F (2021) The age of digital entrepreneurship. Small Bus Econ 56:1159–1169CrossRef
Zurück zum Zitat Santos MY, e Sá JO, Andrade C, Lima FV, Costa E, Costa C, Galvão (2017) J A big data system supporting bosch braga industry 4.0 strategy. Int J Inf Manage 37(6)750–760 Santos MY, e Sá JO, Andrade C, Lima FV, Costa E, Costa C, Galvão (2017) J A big data system supporting bosch braga industry 4.0 strategy. Int J Inf Manage 37(6)750–760
Zurück zum Zitat Sassmannshausen SP, Volkmann C (2018) The Scientometrics of Social Entrepreneurship and its establishment as an academic field. J Small Bus Manage 56(2):251–273CrossRef Sassmannshausen SP, Volkmann C (2018) The Scientometrics of Social Entrepreneurship and its establishment as an academic field. J Small Bus Manage 56(2):251–273CrossRef
Zurück zum Zitat Schneckenberg D, Velamuri VK, Comberg C, Spieth P (2017) Business model innovation and decision making: uncovering mechanisms for coping with uncertainty. R D Manag 47(3):404–419 Schneckenberg D, Velamuri VK, Comberg C, Spieth P (2017) Business model innovation and decision making: uncovering mechanisms for coping with uncertainty. R D Manag 47(3):404–419
Zurück zum Zitat Schoemaker PJ, Heaton S, Teece D (2018) Innovation, dynamic capabilities, and leadership. Calif Manage Rev 61(1):15–42CrossRef Schoemaker PJ, Heaton S, Teece D (2018) Innovation, dynamic capabilities, and leadership. Calif Manage Rev 61(1):15–42CrossRef
Zurück zum Zitat Shen L, Zhang X, Liu H (2022) Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: moderating role of digital innovation orientation. Manage Decis Econ 43(6):2038–2054CrossRef Shen L, Zhang X, Liu H (2022) Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: moderating role of digital innovation orientation. Manage Decis Econ 43(6):2038–2054CrossRef
Zurück zum Zitat Simmons G, Palmer M, Truong Y (2013) Inscribing value on business model innovations: insights from industrial projects commercializing disruptive digital innovations. Ind Mark Manage 42(5):744–754CrossRef Simmons G, Palmer M, Truong Y (2013) Inscribing value on business model innovations: insights from industrial projects commercializing disruptive digital innovations. Ind Mark Manage 42(5):744–754CrossRef
Zurück zum Zitat Singh J, Flaherty K, Sohi RS, Deeter-Schmelz D, Habel J, Le Meunier-FitzHugh K, Onyemah V (2019) Sales profession and professionals in the age of digitization and artificial intelligence technologies: concepts, priorities, and questions. J Pers Sell Sales Manag 39(1):2–22 Singh J, Flaherty K, Sohi RS, Deeter-Schmelz D, Habel J, Le Meunier-FitzHugh K, Onyemah V (2019) Sales profession and professionals in the age of digitization and artificial intelligence technologies: concepts, priorities, and questions. J Pers Sell Sales Manag 39(1):2–22
Zurück zum Zitat Singh M, Jiao J, Klobasa M, Frietsch R (2022) Servitization of Energy Sector: Emerging Service Business models and Startup’s participation. Energies 15(7):2705CrossRef Singh M, Jiao J, Klobasa M, Frietsch R (2022) Servitization of Energy Sector: Emerging Service Business models and Startup’s participation. Energies 15(7):2705CrossRef
Zurück zum Zitat Sjödin DR, Parida V, Leksell M, Petrovic A (2018) Smart factory implementation and process Innovation: a preliminary Maturity Model for leveraging digitalization in Manufacturing moving to smart factories presents specific challenges that can be addressed through a structured approach focused on people processes and technologies. Res Technol Manage 61(5):22–31CrossRef Sjödin DR, Parida V, Leksell M, Petrovic A (2018) Smart factory implementation and process Innovation: a preliminary Maturity Model for leveraging digitalization in Manufacturing moving to smart factories presents specific challenges that can be addressed through a structured approach focused on people processes and technologies. Res Technol Manage 61(5):22–31CrossRef
Zurück zum Zitat Skute I, Zalewska-Kurek K, Hatak I, de Weerd-Nederhof P (2019) Mapping the field: a bibliometric analysis of the literature on university–industry collaborations. J Technol Transf 44(3):916–947CrossRef Skute I, Zalewska-Kurek K, Hatak I, de Weerd-Nederhof P (2019) Mapping the field: a bibliometric analysis of the literature on university–industry collaborations. J Technol Transf 44(3):916–947CrossRef
Zurück zum Zitat Sorescu A (2017) Data-driven business model innovation. J Prod Innov Manage 34(5):691–696CrossRef Sorescu A (2017) Data-driven business model innovation. J Prod Innov Manage 34(5):691–696CrossRef
Zurück zum Zitat Sparviero S, Ragnedda M (2021) Towards digital sustainability: the long journey to the sustainable development goals 2030. Digit Policy Regul Gov 23(3):216–228 Sparviero S, Ragnedda M (2021) Towards digital sustainability: the long journey to the sustainable development goals 2030. Digit Policy Regul Gov 23(3):216–228
Zurück zum Zitat Spieth P, Roeth T, Meissner S (2019) Reinventing a business model in industrial networks: implications for customers’ brand perceptions. Ind Mark Manage 83:275–287CrossRef Spieth P, Roeth T, Meissner S (2019) Reinventing a business model in industrial networks: implications for customers’ brand perceptions. Ind Mark Manage 83:275–287CrossRef
Zurück zum Zitat Steininger DM, Brohman MK, Block JH (2022) Digital entrepreneurship: what is new if anything? Bus Inf Syst Eng 64(1):1–14CrossRef Steininger DM, Brohman MK, Block JH (2022) Digital entrepreneurship: what is new if anything? Bus Inf Syst Eng 64(1):1–14CrossRef
Zurück zum Zitat Still K, Seppänen M, Korhonen H, Valkokari K, Suominen A, Kumpulainen M (2017) Business model innovation of startups developing multisided digital platforms. In: Proceedings of the IEEE 19th Conference on Business Informatics (CBI) Still K, Seppänen M, Korhonen H, Valkokari K, Suominen A, Kumpulainen M (2017) Business model innovation of startups developing multisided digital platforms. In: Proceedings of the IEEE 19th Conference on Business Informatics (CBI)
Zurück zum Zitat Sturm M, Weking J, Böhm M, Schreieck M, Krcmar H (2023) How two leading partners learn to tango: the case of IoT-based business model co-innovation between a retailer and an electronics supplier. Electron Mark 33(1):34CrossRef Sturm M, Weking J, Böhm M, Schreieck M, Krcmar H (2023) How two leading partners learn to tango: the case of IoT-based business model co-innovation between a retailer and an electronics supplier. Electron Mark 33(1):34CrossRef
Zurück zum Zitat Teece DJ, Linden G (2017) Business models, value capture, and the digital enterprise. J Organ Des 6:1–14 Teece DJ, Linden G (2017) Business models, value capture, and the digital enterprise. J Organ Des 6:1–14
Zurück zum Zitat Tohãnean D, Buzatu AI, Baba CA, Georgescu B (2020) Business model innovation through the use of digital technologies: managing risks and creating sustainability. Amfiteatru Econ 22(55):758–774CrossRef Tohãnean D, Buzatu AI, Baba CA, Georgescu B (2020) Business model innovation through the use of digital technologies: managing risks and creating sustainability. Amfiteatru Econ 22(55):758–774CrossRef
Zurück zum Zitat Tranfield D, Denyer D, Smart P (2003) Towards a methodology for developing evidence-informed management knowledge by means of systematic review. Br J Manage 14(3):207–222CrossRef Tranfield D, Denyer D, Smart P (2003) Towards a methodology for developing evidence-informed management knowledge by means of systematic review. Br J Manage 14(3):207–222CrossRef
Zurück zum Zitat Trenerry B, Chng S, Wang Y, Suhaila ZS, Lim SS, Lu HY, Oh PH (2021) Preparing workplaces for digital transformation: an integrative review and framework of multi-level factors. Front Psychol 822 Trenerry B, Chng S, Wang Y, Suhaila ZS, Lim SS, Lu HY, Oh PH (2021) Preparing workplaces for digital transformation: an integrative review and framework of multi-level factors. Front Psychol 822
Zurück zum Zitat Trischler MFG, Li-Ying J (2023) Digital business model innovation: toward construct clarity and future research directions. Rev Manag Sci 17(1):3–32CrossRef Trischler MFG, Li-Ying J (2023) Digital business model innovation: toward construct clarity and future research directions. Rev Manag Sci 17(1):3–32CrossRef
Zurück zum Zitat Valter P, Lindgren P, Prasad R (2018) Advanced business model innovation supported by artificial intelligence and deep learning. Wirel Pers Commun 100:97–111CrossRef Valter P, Lindgren P, Prasad R (2018) Advanced business model innovation supported by artificial intelligence and deep learning. Wirel Pers Commun 100:97–111CrossRef
Zurück zum Zitat Van Eck NJ, Waltman L (2011) Text mining and visualization using VOSviewer. arXiv preprint arXiv:1109.2058 Van Eck NJ, Waltman L (2011) Text mining and visualization using VOSviewer. arXiv preprint arXiv:1109.2058
Zurück zum Zitat Van Eck NJ, Waltman L (2013) VOSviewer manual. Leiden: Univeristeit Leiden 1(1):1–53 Van Eck NJ, Waltman L (2013) VOSviewer manual. Leiden: Univeristeit Leiden 1(1):1–53
Zurück zum Zitat Van Leeuwen T (2004) Descriptive versus evaluative bibliometrics. In: Handbook of quantitative science and technology research, Springer, pp 373–388 Van Leeuwen T (2004) Descriptive versus evaluative bibliometrics. In: Handbook of quantitative science and technology research, Springer, pp 373–388
Zurück zum Zitat Vaska S, Massaro M, Bagarotto EM, Dal Mas F (2021) The digital transformation of business model innovation: a structured literature review. Front Psychol 11:539363 Vaska S, Massaro M, Bagarotto EM, Dal Mas F (2021) The digital transformation of business model innovation: a structured literature review. Front Psychol 11:539363
Zurück zum Zitat Velter M, Bitzer V, Bocken N (2022) A boundary tool for multi-stakeholder sustainable business model innovation. Circ econ Environ 2(2):401–431 Velter M, Bitzer V, Bocken N (2022) A boundary tool for multi-stakeholder sustainable business model innovation. Circ econ Environ 2(2):401–431
Zurück zum Zitat Velu C (2020) Business model cohesiveness scorecard: implications of digitization for business model innovation. Handbook of Digital Innovation. Edward Elgar Publishing, pp 179–197 Velu C (2020) Business model cohesiveness scorecard: implications of digitization for business model innovation. Handbook of Digital Innovation. Edward Elgar Publishing, pp 179–197
Zurück zum Zitat Wang Z, Lin S, Chen Y, Lyulyov O, Pimonenko T (2023) Digitalization effect on business performance: role of Business Model Innovation. Sustainability 15(11):9020CrossRef Wang Z, Lin S, Chen Y, Lyulyov O, Pimonenko T (2023) Digitalization effect on business performance: role of Business Model Innovation. Sustainability 15(11):9020CrossRef
Zurück zum Zitat Warner KS, Wäger M (2019) Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Plann 52(3):326–349 Warner KS, Wäger M (2019) Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Plann 52(3):326–349
Zurück zum Zitat White HD, McCain KW (1998) Visualizing a discipline: an author co-citation analysis of information science 1972–1995. J Am Soc Inf Sci 49(4):327–355 White HD, McCain KW (1998) Visualizing a discipline: an author co-citation analysis of information science 1972–1995. J Am Soc Inf Sci 49(4):327–355
Zurück zum Zitat Witschel D, Baumann D, Voigt K-I (2022) How manufacturing firms navigate through stormy waters of digitalization: the role of dynamic capabilities organizational factors and environmental turbulence for business model innovation. J Manage Organ 28(3):681–714CrossRef Witschel D, Baumann D, Voigt K-I (2022) How manufacturing firms navigate through stormy waters of digitalization: the role of dynamic capabilities organizational factors and environmental turbulence for business model innovation. J Manage Organ 28(3):681–714CrossRef
Zurück zum Zitat Xie X, Han Y, Anderson A, Ribeiro-Navarrete S (2022) Digital platforms and SMEs’ business model innovation: exploring the mediating mechanisms of capability reconfiguration. Int J Inf Manage 65:102513CrossRef Xie X, Han Y, Anderson A, Ribeiro-Navarrete S (2022) Digital platforms and SMEs’ business model innovation: exploring the mediating mechanisms of capability reconfiguration. Int J Inf Manage 65:102513CrossRef
Zurück zum Zitat Yoo Y, Boland RJ Jr, Lyytinen K, Majchrzak A (2012) Organizing for innovation in the digitized world. Organ Sci 23(5):1398–1408CrossRef Yoo Y, Boland RJ Jr, Lyytinen K, Majchrzak A (2012) Organizing for innovation in the digitized world. Organ Sci 23(5):1398–1408CrossRef
Zurück zum Zitat Yoo Y, Henfridsson O, Lyytinen K (2010) Research commentary—the new organizing logic of digital innovation: an agenda for information systems research. Inf Syst Res 21(4):724–735CrossRef Yoo Y, Henfridsson O, Lyytinen K (2010) Research commentary—the new organizing logic of digital innovation: an agenda for information systems research. Inf Syst Res 21(4):724–735CrossRef
Zurück zum Zitat Zhang F, Zhu L (2022) Promoting business model innovation through social media strategic capability: a moderated mediation model. Eur Manage J 40(1):56–66CrossRef Zhang F, Zhu L (2022) Promoting business model innovation through social media strategic capability: a moderated mediation model. Eur Manage J 40(1):56–66CrossRef
Zurück zum Zitat Zhang J, Xie J, Hou W, Tu X, Xu J, Song F, Lu Z et al (2012) Mapping the knowledge structure of research on patient adherence: knowledge domain visualization based co-word analysis and social network analysis. PLoS ONE 7(4):e34497CrossRef Zhang J, Xie J, Hou W, Tu X, Xu J, Song F, Lu Z et al (2012) Mapping the knowledge structure of research on patient adherence: knowledge domain visualization based co-word analysis and social network analysis. PLoS ONE 7(4):e34497CrossRef
Zurück zum Zitat Zhang X, Antonialli F, Bonnardel SM, Bareille O (2023a) Where business model innovation comes from and where it goes: a bibliometric review. Creativity Innov Manag Zhang X, Antonialli F, Bonnardel SM, Bareille O (2023a) Where business model innovation comes from and where it goes: a bibliometric review. Creativity Innov Manag
Zurück zum Zitat Zhang Y, Ma X, Pang J, Xing H, Wang J (2023b) The impact of digital transformation of manufacturing on corporate performance—the mediating effect of business model innovation and the moderating effect of innovation capability. Res Int Bus Finance 64:101890CrossRef Zhang Y, Ma X, Pang J, Xing H, Wang J (2023b) The impact of digital transformation of manufacturing on corporate performance—the mediating effect of business model innovation and the moderating effect of innovation capability. Res Int Bus Finance 64:101890CrossRef
Zurück zum Zitat Zolnowski A, Christiansen T, Gudat J (2016) Business model transformation patterns of data-driven innovations. In: Proceedings of the European Conference on Information Systems (ECIS) Zolnowski A, Christiansen T, Gudat J (2016) Business model transformation patterns of data-driven innovations. In: Proceedings of the European Conference on Information Systems (ECIS)
Zurück zum Zitat Zupic I, Čater T (2015) Bibliometric methods in management and organization. Organ Res Methods 18(3):429–472CrossRef Zupic I, Čater T (2015) Bibliometric methods in management and organization. Organ Res Methods 18(3):429–472CrossRef
Metadaten
Titel
Digital transformation and business model innovation: a bibliometric analysis of existing research and future perspectives
verfasst von
Javid Zare
Ajax Persaud
Publikationsdatum
15.04.2024
Verlag
Springer International Publishing
Erschienen in
Management Review Quarterly
Print ISSN: 2198-1620
Elektronische ISSN: 2198-1639
DOI
https://doi.org/10.1007/s11301-024-00426-z

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