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The Impact of Digital Transformation on Business Model Innovation |
Zhang Zhengang1,2,Zhang Junqiu1,Ye Baosheng1, Chen Yihua1 |
(1.School of Business Administration, South China University of Technology,Guangzhou 510641,China;2.Guangzhou Research Center for Digital Innovation,Guangzhou 510641,China) |
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Abstract Digital economy is a new economic form with the in-depth development of information technology revolution. For a long time to come, data will become the next fron-tier of innovation, competition and productivity breakthrou-ghs as a means of production. Digital economy is becoming the main line of global economic development, profoundly changing the business management concept and manage-ment behavior of enterprises. Especially in the context of digital economy, digital technologies such as big data, cloud computing, blockchain, artificial intelligence and virtual reality are profoundly changing enterprise business logic and leading enterprise innovation and value creation. In the era of digital economy, it has become the focus of how to use digital technology to promote enterprise business model innovation in academic and business circles. However, the existing studies are inadequate with discussion on the in-ternal mechanism and boundary conditions of the impact of enterprise digital transformation on business model innovation. This study aims to explore the new logic and new path of enterprise digital transformation on business model innovation in the era of digital economy, so as to provide new ideas for enterprise innovation.This study conducts the questionnaire to investigate the enterprise managers and employees in South China, and discusses the impact of digital transformation on business model innovation. Based on organizational change theory And a knowledge-based view, this paper discusses the mechanism of digital transformation affecting business model innovation through the intermediary role of knowledge management, and analyzes the regulatory role of entrepreneur orientation. On the basis of literature research, through correlation analysis and structural equation modeling analysis, the following assumptions are verified: (1) digital transformation has a significant positive impact on business model innovation;(2) digital transformation has a significant positive impact onknowledge management;(3) knowledge management has a significant positive impact on business model innovation;(4) knowledge management plays an intermediary role in the process of digital transformation affecting business model innovation;(5) entrepreneur orientation positively regulates the effect of digital transformation on business model innovation;(6) entrepreneur orientation positively regulates the positive impact of digital transformation on knowledge management;(7) entrepreneurial orientation regulates the positive impact of knowledge management on business model innovation.#br#Based on the exploration of the driving and action mechanism of business model innovation in the era of digital economy, this study discusses the action mechanism of digital transformation affecting business model innovation through the intermediary role of knowledge management, and analyzes the regulatory role of entrepreneur orientation. Based on the knowledge-based view, it reveals the theoretical black box between digital transformation and business model innovation. Most of the existing studies have discussed the impact of enterprises' digital transformation on innovation, and there is still a lack of discussion on business model innovation. Based on the perspective of knowledge management, this study puts forward a new framework of the mechanism of digital transformation on business model innovation, in order to provide a new process perspective for future research.Second, it enriches the relevant research on business model innovation under the digital background. Most of the existing theoretical exploration focuses on its results, such as the development path and implementation mode of business model, or the exploration of the precursor factors of business model innovation through case study and logical reasoning. It is lack of a large number of real data support and not universal or applicable in practice. Through empirical analysis, this study tries to provide new theoretical support to the blank field.Thirdly, the entrepreneur orientation is introduced as a situational variable to explore its possible influence path in the above model. There has been some research on the impact of entrepreneurial orientation on the other three variables, but there is no final conclusion on how entrepreneurial orientation can play a regulatory role. Through empirical methods, this study explores the regulatory role of digital transformation, knowledge management and business model innovation in the context of entrepreneur orientation, providing reference for subsequent in-depth research.#br#
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Received: 26 February 2021
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[1] DASILVA C M.Understanding business model innovation from a practitioner perspective[J].Journal of Business Models,2018,6(2):19-24.[2] LI F.The digital transformation of business models in the creative industries:a holistic framework and emerging trends[J].Technovation,2020, 92-93:102012.[3] VIAL G.Understanding digital transformation:a review and a research agenda[J].The Journal of Strategic Information Systems,2019,28(2):118-144.[4] 肖静华,吴小龙,谢康,等.信息技术驱动中国制造转型升级:美的智能制造跨越式战略变革纵向案例研究[J].管理世界,2021,37(3):161-179,225,11.[5] AUTIO E,NAMBISAN S,THOMAS L D W,et al.Digital affordances,spatial affordances,and the genesis of entrepreneurial ecosystems[J].Strategic Entrepreneurship Journal,2018,12(1):72-95.[6] 刘志阳,林嵩,邢小强.数字创新创业:研究新范式与新进展[J].研究与发展管理,2021,33(1):1-11.[7] 张军,许庆瑞,张素平.动态环境中企业知识管理与创新能力关系研究[J].科研管理,2014,35(4):59-67.[8] SANTORO G,VRONTIS D,THRASSOU A,et al.The internet of things:building a knowledge management system for open innovation and knowledge management capacity[J].Technological Forecasting and Social Change,2018, 136: 347-354.[9] DEL GIUDICE M,DELLA PERUTA M R.The impact of IT-based knowledge management systems on internal venturing and innovation:a structural equation modeling approach to corporate performance[J].Journal of Knowledge Management,2016,20(3):484-498.[10] VRONTIS D,THRASSOU A,CHEBBI H,et al.Transcending innovativeness towards strategic reflexivity[J].Qualitative Market Research:an International Journal,2012,15(4):420-437.[11] 周琪,苏敬勤,长青,等.战略导向对企业绩效的作用机制研究:商业模式创新视角[J].科学学与科学技术管理,2020,41(10):74-92.[12] 安筱鹏.重构:数字化转型的逻辑[M].北京:电子工业出版社,2019.[13] SINGH A,KLARNER P,HESS T.How do chief digital officers pursue digital transformation activities? the role of organization design parameters[J].Long Range Planning,2020,53(3):101890.[14] TEECE D J.Business models,business strategy and innovation[J].Long Range Planning,2010,43(2-3):172-194.[15] OSTERWALDER A,PIGNEUR Y.Business model generation[M].Hoboken,New Jersey:John Wiley &Sons,2010[16] AMIT R,ZOTT C.Value creation in E-business[J].Strategic Management Journal,2001,22(6-7):493-520.[17] CLAUSS T.Measuring business model innovation:conceptualization,scale development,and proof of performance[J].R&D Management,2017,47(3):385-403.[18] 池毛毛,叶丁菱,王俊晶,等.我国中小制造企业如何提升新产品开发绩效:基于数字化赋能的视角[J].南开管理评论,2020,23(3):63-75.[19] LANE P J,KOKA B R,PATHAK S.The reification of absorptive capacity:a critical review and rejuvenation of the construct[J].Academy of Management Review,2006,31(4):833-863.[20] ROGERS, MILES,BANERJI K.Strategic flexibility and firm performance:the case of usbased transnational corporations[J].Global Journal of Flexible Systems Management,1993,4(1/2):1-9.[21] 赵静杰,徐光磊,蔡骏强,等.竞争情报活动-知识管理过程对企业创新绩效的影响机理研究[J].情报科学,2020,38(11):56-63.[22] ACHARYA A,SINGH S K,PEREIRA V,et al.Big data,knowledge co-creation and decision making in fashion industry[J].International Journal of Information Management,2018, 42: 90-101.[23] DAVID J TEECE.Profiting from innovation in the digital economy[J].Research Policy,2018,47(8):1367-1387.[24] FJELDSTAD D,SNOW C C.Business models and organization design[J].Long Range Planning,2018,51(1):32-39.[25] 郭韬,邢璐,黄瑶.创新网络知识转移对企业创新绩效的影响:双元创新的中介作用[J].科技进步与对策,2017,34(15):114-119.[26] 王雪原,马维睿.知识管理对制造企业绩效的影响研究[J].科学学研究,2018,36(12):2223-2232.[27] 李长云.创新商业模式的机理与实现路径[J].中国软科学,2012,27(4):167-176.[28] RIDGE J W,JOHNSON S,HILL A D,et al.The role of top management team attention in new product introductions[J].Journal of Business Research,2017, 70: 17-24.[29] DEVARAJ S,KOHLI R.Performance impacts of information technology:is actual usage the missing link[J].Management Science,2003,49(3):273-289.[30] YING W C,JIA S L,DU W.Digital enablement of blockchain:evidence from HNA group[J].International Journal of Information Management,2018, 39: 1-4.[31] MILLER D.The correlates of entrepreneurship in three types of firms[J].Management Science,1983,29(7):770-791.[32] 杨卓尔,高山行.战略柔性在分维度企业家导向与原始性创新的中介作用[J].管理评论,2020,32(3):136-151.[33] LUMPKIN G T,DESS G G.Clarifying the entrepreneurial orientation construct and linking it to performance[J].Academy of Management Review,1996,21(1):135-172.[34] LECHNER C,GUDMUNDSSON S V.Entrepreneurial orientation,firm strategy and small firm performance[J].International Small Business Journal:Researching Entrepreneurship,2014,32(1):36-60.[35] HAIR JR J F, HULT G T M, RINGLE C, et al.A primer on partial least squares structural equation modeling (PLS-SEM)[M].New York:Sage Publications,2016.[36] LIU H F,CHU H L,HUANG Q,et al.Enhancing the flow experience of consumers in China through interpersonal interaction in social commerce[J].Computers in Human Behavior,2016, 58: 306-314.[37] ANDERSON J C,GERBING D W.Structural equation modeling in practice:a review and recommended two-step approach[J].Psychological Bulletin,1988,103(3):411-423.[38] YU C P,YE B S,LIN C P,et al.Can smart city development promote residents' emotional well-being? evidence from China[J].IEEE Access,2020, 8: 116024-116040.[39] LIANG,SARAF,HU,et al.Assimilation of enterprise systems:the effect of institutional pressures and the mediating role of top management[J].MIS Quarterly,2007,31(1):59.[40] ODURO S,HAYLEMARIAM L G.Market orientation,CSR and financial and marketing performance in manufacturing firms in Ghana and Ethiopia[J].Sustainability Accounting,Management and Policy Journal,2019,10(3):398-426.[41] BHUIAN S N,MENGUC B,BELL S J.Just entrepreneurial enough:the moderating effect of entrepreneurship on the relationship between market orientation and performance[J].Journal of Business Research,2005,58(1):9-17.[42] 闫帅,胡保亮,汝醒君.高管团队跨界行为对商业模式创新的影响:创业导向的中介作用[J].科技进步与对策,2019,36(13):105-111.[43] KLEIN S P,SPIETH P,HEIDENREICH S.Facilitating business model innovation:the influence of sustainability and the mediating role of strategic orientations[J].Journal of Product Innovation Management,2021,38(2):271-288. |
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