{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T05:59:13Z","timestamp":1772517553373,"version":"3.50.1"},"reference-count":93,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T00:00:00Z","timestamp":1772236800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["72472039"],"award-info":[{"award-number":["72472039"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Research Project on Higher Education of Heilongjiang Higher Education Association","award":["23GJYBC011"],"award-info":[{"award-number":["23GJYBC011"]}]},{"name":"Key Project of Education Science Research in the 14th Five Year Plan of Heilongjiang Collaborative Education Society","award":["kt2025092522485980946"],"award-info":[{"award-number":["kt2025092522485980946"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>Against the profound backdrop of digital technology reshaping industrial competition, examining how it enables resource-constrained small and medium-sized manufacturing enterprises (SMMEs) to cultivate a sustained competitive advantage is of considerable practical significance. Grounded in dynamic capability theory, this study conducts an empirical analysis using panel data from 153 SMMEs listed on China\u2019s A-share market between 2013 and 2022. The baseline regression results indicate that digital technology significantly enhances firms\u2019 competitive advantage, a finding that remains robust across multiple robustness checks involving alternative variable measurements and sample adjustments. Further heterogeneity analyses reveal that this facilitating effect is more pronounced in state-owned enterprises, non-high-tech sectors, and firms located in eastern, northeastern, and northwestern regions, as well as in environments characterized by more developed digital finance or intensified market competition. Moreover, the mechanism analysis identifies a sequential mediating pathway, specifically that digital process innovation enables digital business model innovation, which is validated through structural equation modeling. Digital product innovation does not exhibit a statistically significant mediating effect. These findings extend the applicability of dynamic capability theory to digital contexts and provide actionable insights for SMMEs seeking to design context-specific digital transformation strategies.<\/jats:p>","DOI":"10.3390\/systems14030256","type":"journal-article","created":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T14:06:56Z","timestamp":1772460416000},"page":"256","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring the Impacts of Digital Technology on Small and Medium-Sized Corporate Competitive Advantage: Evidence from the Chinese A-Share Manufacturing Industry"],"prefix":"10.3390","volume":"14","author":[{"given":"Ping","family":"Li","sequence":"first","affiliation":[{"name":"School of Management, Harbin Institute of Technology, 92 Xidazhi Street, Nangang District, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minxi","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Management, Harbin Institute of Technology, 92 Xidazhi Street, Nangang District, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiwei","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Management, Harbin Institute of Technology, 92 Xidazhi Street, Nangang District, Harbin 150001, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,2,28]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1108\/eb039075","article-title":"Technology and Competitive Advantage","volume":"5","author":"Porter","year":"1985","journal-title":"J. Bus. Strategy"},{"key":"ref_2","unstructured":"Linz, C., M\u00fcller-Stewens, G., and Zimmermann, A. (2017). Radical Business Model Transformation: Gaining the Competitive Edge in a Disruptive World, Kogan Page."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"2004","DOI":"10.1108\/MD-05-2015-0185","article-title":"Competitive Advantage: The Known Unknown Concept","volume":"53","author":"Sigalas","year":"2015","journal-title":"Manag. Decis."},{"key":"ref_4","first-page":"15","article-title":"The Role of Innovation in Creating a Competitive Advantage","volume":"41","author":"Distanont","year":"2020","journal-title":"Kasetsart J. Soc. Sci."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"471","DOI":"10.25300\/MISQ\/2013\/37:2.3","article-title":"Digital Business Strategy: Toward a Next Generation of Insights","volume":"37","author":"Bharadwaj","year":"2013","journal-title":"MIS Q."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"223","DOI":"10.25300\/MISQ\/2017\/41:1.03","article-title":"Digital Innovation Management: Reinventing Innovation Management Research in a Digital World","volume":"41","author":"Nambisan","year":"2017","journal-title":"MIS Q."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"120999","DOI":"10.1016\/j.techfore.2021.120999","article-title":"Intelligent Transformation of the Manufacturing Industry for Industry 4.0: Seizing Financial Benefits from Supply Chain Relationship Capital through Enterprise Green Management","volume":"172","author":"Yu","year":"2021","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1016\/j.jbusres.2009.03.003","article-title":"How Strategic Orientations Influence the Building of Dynamic Capability in Emerging Economies","volume":"63","author":"Zhou","year":"2010","journal-title":"J. Bus. Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1016\/j.jsis.2019.01.003","article-title":"Understanding Digital Transformation: A Review and a Research Agenda","volume":"28","author":"Vial","year":"2019","journal-title":"J. Strateg. Inf. Syst."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"122942","DOI":"10.1016\/j.techfore.2023.122942","article-title":"Micro-Foundations of Digital Innovation Capability\u2014A Mixed Method Approach to Develop and Validate a Multi-Dimensional Measurement Instrument","volume":"198","author":"Kroh","year":"2024","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1002\/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z","article-title":"Dynamic Capabilities and Strategic Management","volume":"21","author":"Teece","year":"1997","journal-title":"Strateg. Manag. J."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.techfore.2018.01.017","article-title":"When Titans Meet\u2014Can Industry 4.0 Revolutionise the Environmentally-Sustainable Manufacturing Wave? The Role of Critical Success Factors","volume":"132","author":"Jabbour","year":"2018","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"829","DOI":"10.1080\/00207543.2018.1488086","article-title":"The Impact of Digital Technology and Industry 4.0 on the Ripple Effect and Supply Chain Risk Analytics","volume":"57","author":"Ivanov","year":"2019","journal-title":"Int. J. Prod. Res."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.ijpe.2019.01.004","article-title":"Industry 4.0 Technologies: Implementation Patterns in Manufacturing Companies","volume":"210","author":"Frank","year":"2019","journal-title":"Int. J. Prod. Econ."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"107777","DOI":"10.1016\/j.ijpe.2020.107777","article-title":"The Impact of Digital Technologies on Economic and Environmental Performance in the Context of Industry 4.0: A Moderated Mediation Model","volume":"229","author":"Li","year":"2020","journal-title":"Int. J. Prod. Econ."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"120332","DOI":"10.1016\/j.techfore.2020.120332","article-title":"Industry 4.0 Technologies, Digital Trust and Technological Orientation: What Matters in Open Innovation?","volume":"161","author":"Mubarak","year":"2020","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"103773","DOI":"10.1016\/j.respol.2019.03.018","article-title":"The Digital Transformation of Innovation and Entrepreneurship: Progress, Challenges and Key Themes","volume":"48","author":"Nambisan","year":"2019","journal-title":"Res. Policy"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"636","DOI":"10.1016\/j.jbusres.2022.03.038","article-title":"Mastering Digital Transformation: The Nexus between Leadership, Agility, and Digital Strategy","volume":"145","author":"Alnuaimi","year":"2022","journal-title":"J. Bus. Res."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1016\/j.lrp.2018.12.001","article-title":"Building Dynamic Capabilities for Digital Transformation: An Ongoing Process of Strategic Renewal","volume":"52","author":"Warner","year":"2019","journal-title":"Long Range Plann."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1319","DOI":"10.1002\/smj.640","article-title":"Explicating Dynamic Capabilities: The Nature and Microfoundations of (Sustainable) Enterprise Performance","volume":"28","author":"Teece","year":"2007","journal-title":"Strateg. Manag. J."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"102012","DOI":"10.1016\/j.technovation.2017.12.004","article-title":"The Digital Transformation of Business Models in the Creative Industries: A Holistic Framework and Emerging Trends","volume":"92","author":"Li","year":"2020","journal-title":"Technovation"},{"key":"ref_22","unstructured":"Helfat, C.E., Finkelstein, S., Mitchell, W., Peteraf, M.A., Singh, H., Teece, D.J., and Winter, S.G. (2009). Dynamic Capabilities: Understanding Strategic Change in Organizations, John Wiley & Sons."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.infoandorg.2018.02.004","article-title":"Digital Innovation and Transformation: An Institutional Perspective","volume":"28","author":"Hinings","year":"2018","journal-title":"Inf. Organ."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1287\/orsc.1080.0416","article-title":"Call for Papers\u2014Special Issue: Organizing for Innovation in the Digitized World: Deadline: 1 June 2009","volume":"20","author":"Yoo","year":"2009","journal-title":"Organ. Sci."},{"key":"ref_25","unstructured":"Ansoff, H.I. (1965). Corporate Strategy: An Analytic Approach to Business Policy for Growth and Expansion, McGraw-Hill."},{"key":"ref_26","first-page":"99","article-title":"Firm Resources and Sustained Competitive Advantage","volume":"17","author":"Barney","year":"1991","journal-title":"J. Manag."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"101780","DOI":"10.1016\/j.jengtecman.2023.101780","article-title":"Organizational Learning and the Evolution of Firms\u2019 Competitive Advantage","volume":"70","author":"Chen","year":"2023","journal-title":"J. Eng. Technol. Manag."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1002\/smj.882","article-title":"Clarifying the Conditions and Limits of the Contributions of Ordinary and Dynamic Capabilities to Relative Firm Performance","volume":"32","author":"Drnevich","year":"2011","journal-title":"Strateg. Manag. J."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/j.techfore.2016.12.021","article-title":"Information Technology and External Search in the Open Innovation Age: New Findings from Germany","volume":"120","author":"Dong","year":"2017","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"101656","DOI":"10.1016\/j.jengtecman.2021.101656","article-title":"The Moderating Effect of Absorptive Capacity on the Technology Search and Innovation Quality Relationship in High-Tech Manufacturing Firms","volume":"62","author":"Duan","year":"2021","journal-title":"J. Eng. Technol. Manag."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1016\/j.jbusres.2014.06.024","article-title":"How Does Corporate Social Responsibility Contribute to Firm Financial Performance? The Mediating Role of Competitive Advantage, Reputation, and Customer Satisfaction","volume":"68","author":"Saeidi","year":"2015","journal-title":"J. Bus. Res."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"120892","DOI":"10.1016\/j.techfore.2021.120892","article-title":"Explicating the Role of Emerging Technologies and Firm Capabilities towards Attainment of Competitive Advantage in Health Insurance Service Firms","volume":"170","author":"Nayak","year":"2021","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1002\/csr.1780","article-title":"Green Product Innovation, Green Dynamic Capability, and Competitive Advantage: Evidence from Chinese Manufacturing Enterprises","volume":"27","author":"Qiu","year":"2020","journal-title":"Corp. Soc. Responsib. Environ. Manag."},{"key":"ref_34","first-page":"395","article-title":"Hospitality Core Competence, Innovation and Competitive Advantage: Empirical Study of an Integrated Relationship","volume":"26","author":"Yeboah","year":"2025","journal-title":"Int. J. Hosp. Tour. Adm."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"114229","DOI":"10.1016\/j.jbusres.2023.114229","article-title":"Disentangling the Complex Longitudinal Relationships between Business Model Innovation and Firm Performance","volume":"168","author":"Menter","year":"2023","journal-title":"J. Bus. Res."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1002\/smj.4250050207","article-title":"A Resource-based View of the Firm","volume":"5","author":"Wernerfelt","year":"1984","journal-title":"Strateg. Manag. J."},{"key":"ref_37","first-page":"79","article-title":"The Core Competence of the Corporation","volume":"68","author":"Prahalad","year":"1993","journal-title":"Harv. Bus. Rev."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1177\/1476127008100133","article-title":"Understanding Dynamic Capabilities: Progress along a Developmental Path","volume":"7","author":"Helfat","year":"2009","journal-title":"Strateg. Organ."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1391","DOI":"10.1016\/j.respol.2018.01.019","article-title":"Dynamic and Integrative Capabilities for Profiting from Innovation in Digital Platform-Based Ecosystems","volume":"47","author":"Helfat","year":"2018","journal-title":"Res. Policy"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/j.bushor.2017.01.004","article-title":"Big Data: Dimensions, Evolution, Impacts, and Challenges","volume":"60","author":"Lee","year":"2017","journal-title":"Bus. Horiz."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/j.im.2017.09.004","article-title":"IT-Enabled Knowledge Ambidexterity and Innovation Performance in Small U.S. Firms: The Moderator Role of Social Media Capability","volume":"55","author":"Benitez","year":"2018","journal-title":"Inf. Manag."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1561\/111.00000005","article-title":"Fundamental Issues in Strategy: Time to Reassess?","volume":"1","author":"Teece","year":"2020","journal-title":"Strateg. Manag. Rev."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.jbusres.2020.10.033","article-title":"Digital Transformation and Customer Value Creation in Made in Italy SMEs: A Dynamic Capabilities Perspective","volume":"123","author":"Matarazzo","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"103135","DOI":"10.1016\/j.im.2018.12.003","article-title":"Role of Big Data Management in Enhancing Big Data Decision-Making Capability and Quality among Chinese Firms: A Dynamic Capabilities View","volume":"56","author":"Shamim","year":"2019","journal-title":"Inf. Manag."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"1049","DOI":"10.1016\/j.im.2016.07.004","article-title":"Toward the Development of a Big Data Analytics Capability","volume":"53","author":"Gupta","year":"2016","journal-title":"Inf. Manag."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"114500","DOI":"10.1016\/j.jbusres.2024.114500","article-title":"Artificial Intelligence and Adaptive Response to Market Changes: A Strategy to Enhance Firm Performance and Innovation","volume":"174","author":"Sullivan","year":"2024","journal-title":"J. Bus. Res."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1007\/s12063-021-00225-9","article-title":"Analysis of the COVID-19 Pandemic\u2019s Impacts on Manufacturing: A Systematic Literature Review and Future Research Agenda","volume":"15","author":"Ardolino","year":"2022","journal-title":"Oper. Manag. Res."},{"key":"ref_48","first-page":"64","article-title":"How Smart, Connected Products Are Transforming Competition","volume":"92","author":"Porter","year":"2014","journal-title":"Harv. Bus. Rev."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.2307\/41703503","article-title":"Business Intelligence and Analytics: From Big Data to Big Impact","volume":"36","author":"Chen","year":"2012","journal-title":"MIS Q."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"122338","DOI":"10.1016\/j.techfore.2023.122338","article-title":"Promoting Value Emergence through Digital Platform Ecosystems: Perspectives on Resource Integration in China","volume":"189","author":"Peng","year":"2023","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.jmsy.2018.04.007","article-title":"Security of Smart Manufacturing Systems","volume":"47","author":"Tuptuk","year":"2018","journal-title":"J. Manuf. Syst."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"4719","DOI":"10.1080\/00207543.2017.1402140","article-title":"Internet of Things and Supply Chain Management: A Literature Review","volume":"57","author":"Hassini","year":"2019","journal-title":"Int. J. Prod. Res."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jbusres.2020.09.023","article-title":"Exploring the Impact of Big Data Analytics Capabilities on Business Model Innovation: The Mediating Role of Entrepreneurial Orientation","volume":"123","author":"Ciampi","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.jbusres.2018.01.058","article-title":"Factors Affecting Late Adoption of Digital Innovations","volume":"88","author":"Jahanmir","year":"2018","journal-title":"J. Bus. Res."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1080\/09537287.2020.1810765","article-title":"The Impact of Industry 4.0 on the Reconciliation of Dynamic Capabilities: Evidence from the European Manufacturing Industries","volume":"33","author":"Felsberger","year":"2022","journal-title":"Prod. Plan. Control"},{"key":"ref_56","first-page":"102376","article-title":"Blockchain and Sustainable Supply Chain Management in Developing Countries","volume":"60","author":"Kshetri","year":"2021","journal-title":"Int. J. Inf. Manag."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1246","DOI":"10.1108\/IJLM-02-2021-0094","article-title":"Artificial Intelligence for Supply Chain Resilience: Learning from COVID-19","volume":"33","author":"Modgil","year":"2022","journal-title":"Int. J. Logist. Manag."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"119869","DOI":"10.1016\/j.jclepro.2019.119869","article-title":"Industry 4.0, Digitization, and Opportunities for Sustainability","volume":"252","author":"Ghobakhloo","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1369","DOI":"10.5465\/amj.2015.0573","article-title":"Open-System Orchestration as a Relational Source of Sensing Capabilities: Evidence from a Venture Association","volume":"61","author":"Giudici","year":"2018","journal-title":"Acad. Manag. J."},{"key":"ref_60","first-page":"557","article-title":"Digital Transformation: A Multidisciplinary Reflection and Research Agenda","volume":"125","author":"Verhoef","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_61","first-page":"1019","article-title":"The Business Model: Recent Developments and Future Research","volume":"37","author":"Zott","year":"2011","journal-title":"J. Manag."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"101209","DOI":"10.1016\/j.sftr.2025.101209","article-title":"Decentralized Finance Evolution: A Comprehensive Bibliometric Analysis","volume":"10","author":"Kumar","year":"2025","journal-title":"Sustain. Futur."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"1410","DOI":"10.1108\/JBIM-10-2018-0295","article-title":"Artificial Intelligence (AI) and Its Implications for Market Knowledge in B2B Marketing","volume":"34","author":"Paschen","year":"2019","journal-title":"J. Bus. Ind. Mark."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.intmar.2020.04.001","article-title":"Transforming the Customer Experience Through New Technologies","volume":"51","author":"Hoyer","year":"2020","journal-title":"J. Interact. Mark."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1177\/0008125620940296","article-title":"Digital Transformation and Organization Design: An Integrated Approach","volume":"62","author":"Kretschmer","year":"2020","journal-title":"Calif. Manag. Rev."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"111","DOI":"10.24840\/2183-0606_006.001_0007","article-title":"Business Model and Innovation Orientations in Manufacturing SMEs: An Australian Multi-Case Study","volume":"6","author":"Beckett","year":"2018","journal-title":"J. Innov. Manag."},{"key":"ref_67","first-page":"105","article-title":"The Impact of Digitalization on Business Models","volume":"20","author":"Bouwman","year":"2018","journal-title":"Digit. Policy Regul. Gov."},{"key":"ref_68","first-page":"200","article-title":"Fifteen Years of Research on Business Model Innovation: How Far Have We Come, and Where Should We Go?","volume":"43","author":"Foss","year":"2017","journal-title":"J. Manag."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"329","DOI":"10.25300\/MISQ\/2014\/38.2.01","article-title":"Digital Innovation as a Fundamental and Powerful Concept in the Information Systems Curriculum","volume":"38","author":"Fichman","year":"2014","journal-title":"Mis Q."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1111\/isj.12193","article-title":"Digital Innovation: A Review and Synthesis","volume":"29","author":"Kohli","year":"2019","journal-title":"Inf. Syst. J."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"103169","DOI":"10.1016\/j.im.2019.05.004","article-title":"Exploring the Relationship between Big Data Analytics Capability and Competitive Performance: The Mediating Roles of Dynamic and Operational Capabilities","volume":"57","author":"Mikalef","year":"2020","journal-title":"Inf. Manag."},{"key":"ref_72","first-page":"243","article-title":"Research on the Mechanism of IPO Affecting Operating Performance: Based on the Dynamic Perspective of Competitive Strategy","volume":"34","author":"Hu","year":"2022","journal-title":"Manag. Rev."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"111463","DOI":"10.1016\/j.enpol.2020.111463","article-title":"The Effects of Government Subsidies on New Energy Vehicle Enterprises: The Moderating Role of Intelligent Transformation","volume":"141","author":"Yu","year":"2020","journal-title":"Energy Policy"},{"key":"ref_74","first-page":"130","article-title":"Enterprise Digital Transformation and Capital Market Performance: Empirical Evidence from Stock Liquidity","volume":"37","author":"Wu","year":"2021","journal-title":"Manag. World"},{"key":"ref_75","first-page":"114","article-title":"How Does Digital Transformation Affect the Total Factor Productivity of Enterprises?","volume":"42","author":"Zhao","year":"2021","journal-title":"Financ. Trade Econ."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1111\/jpim.12609","article-title":"Digital Product Innovation Management: Balancing Stability and Fluidity through Formalization","volume":"38","author":"Pesch","year":"2021","journal-title":"J. Prod. Innov. Manag."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"2686","DOI":"10.1108\/JKM-07-2022-0592","article-title":"Distributed Innovation, Knowledge Re-Orchestration, and Digital Product Innovation Performance: The Moderated Mediation Roles of Intellectual Property Protection and Knowledge Exchange Activities","volume":"27","author":"Tang","year":"2023","journal-title":"J. Knowl. Manag."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.jbusres.2019.09.062","article-title":"Assessing the Impact of Big Data on Firm Innovation Performance: Big Data Is Not Always Better Data","volume":"108","author":"Ghasemaghaei","year":"2020","journal-title":"J. Bus. Res."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"103413","DOI":"10.1016\/j.im.2020.103413","article-title":"A Quantitative and Qualitative Study of the Link between Business Process Management and Digital Innovation","volume":"58","year":"2021","journal-title":"Inf. Manag."},{"key":"ref_80","first-page":"264","article-title":"The Influence of Business Model on Enterprise Performance: Based on the Data of Listed New Energy Enterprises","volume":"31","author":"Liu","year":"2019","journal-title":"Manag. Rev."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1509\/jm.09.0363","article-title":"Reexamining the Market Share\u2014Customer Satisfaction Relationship","volume":"77","author":"Rego","year":"2013","journal-title":"J. Mark."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"101011","DOI":"10.1016\/j.gfj.2024.101011","article-title":"Impact of Fintech on Labor Allocation Efficiency in Firms: Empirical Evidence from China","volume":"62","author":"Ang","year":"2024","journal-title":"Glob. Finance J."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1111\/j.1467-937X.2006.00387.x","article-title":"Are Chinese Cities Too Small?","volume":"73","author":"Au","year":"2006","journal-title":"Rev. Econ. Stud."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1257\/aer.102.1.556","article-title":"The Internet and Local Wages: A Puzzle","volume":"102","author":"Forman","year":"2012","journal-title":"Am. Econ. Rev."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"101929","DOI":"10.1016\/j.asieco.2025.101929","article-title":"Can Digital Economy Narrow the Regional Economic Gap? Evidence from China","volume":"98","author":"Huang","year":"2025","journal-title":"J. Asian Econ."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"104328","DOI":"10.1016\/j.respol.2021.104328","article-title":"Re-Examining Path Dependence in the Digital Age: The Evolution of Connected Car Business Models","volume":"50","author":"Bohnsack","year":"2021","journal-title":"Res. Policy"},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.indmarman.2016.04.012","article-title":"Boosting Servitization through Digitization: Pathways and Dynamic Resource Configurations for Manufacturers","volume":"60","author":"Coreynen","year":"2017","journal-title":"Ind. Mark. Manag."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1057\/jit.2013.30","article-title":"Managing Technological Change in the Digital Age: The Role of Architectural Frames","volume":"29","author":"Henfridsson","year":"2014","journal-title":"J. Inf. Technol."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"104872","DOI":"10.1016\/j.respol.2023.104872","article-title":"The Effects of Institutional Investors and Their Contestability on Firm Innovation: Evidence from Chinese Listed Firms","volume":"52","author":"Zhang","year":"2023","journal-title":"Res. Policy"},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"2116","DOI":"10.1080\/00207543.2017.1324224","article-title":"The Role of Digital Technologies for the Service Transformation of Industrial Companies","volume":"56","author":"Ardolino","year":"2018","journal-title":"Int. J. Prod. Res."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1016\/j.jbusres.2019.03.035","article-title":"How Entrepreneurial SMEs Compete through Digital Platforms: The Roles of Digital Platform Capability, Network Capability and Ambidexterity","volume":"100","author":"Cenamor","year":"2019","journal-title":"J. Bus. Res."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1108\/JSBED-10-2020-0384","article-title":"Digitalization and Strategic Flexibility\u2013A Recipe for Business Growth","volume":"29","year":"2022","journal-title":"J. Small Bus. Enterp. Dev."},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"1143","DOI":"10.1108\/JMTM-01-2018-0020","article-title":"Digitalization and Its Influence on Business Model Innovation","volume":"30","author":"Rachinger","year":"2019","journal-title":"J. Manuf. Technol. 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