{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T21:52:16Z","timestamp":1773093136185,"version":"3.50.1"},"reference-count":104,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2023,5,11]],"date-time":"2023-05-11T00:00:00Z","timestamp":1683763200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Informatics"],"abstract":"<jats:p>Digital platform business model innovation is a rapidly evolving field, yet the literature on resource, complementary, and ecological boundaries remains limited, leaving a significant gap in our understanding of the factors that shape the success of these platforms. This paper explores the mechanisms by which digital platforms enable business model innovation, a topic of significant theoretical and practical importance that has yet to be fully examined. Through a review of the existing literature and an examination of the connotations of digital platforms, the design of platform boundaries, and the deployment of boundary resources, the study finds that (1) the uncertainty of complementors and complementary products drives business model innovation in digital platforms; (2) the design of resource, complementary, and ecological system boundaries is crucial to digital platform business models and manages complementor and complementary product uncertainty while promoting value co-creation; and (3) boundary resources establish, manage, and sustain cross-border relationships that impact value creation and capture. Based on these findings, four research propositions are proposed to guide future research on digital platform business model innovation and provide insights for effectively innovating business models and influencing value creation and capture.<\/jats:p>","DOI":"10.3390\/informatics10020041","type":"journal-article","created":{"date-parts":[[2023,5,11]],"date-time":"2023-05-11T05:05:02Z","timestamp":1683781502000},"page":"41","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Exploring the Boundaries of Success: A Literature Review and Research Agenda on Resource, Complementary, and Ecological Boundaries in Digital Platform Business Model Innovation"],"prefix":"10.3390","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2693-7363","authenticated-orcid":false,"given":"Mohammad","family":"Daradkeh","sequence":"first","affiliation":[{"name":"College of Engineering and Information Technology, University of Dubai, Dubai P.O. Box 14143, United Arab Emirates"},{"name":"Faculty of Information Technology and Computer Science, Yarmouk University, Irbid 21163, Jordan"}]}],"member":"1968","published-online":{"date-parts":[[2023,5,11]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"999","DOI":"10.1108\/BPMJ-05-2020-0231","article-title":"Aligning firm\u2019s value system and open innovation: A new framework of business process management beyond the business model innovation","volume":"26","author":"Abdulkader","year":"2020","journal-title":"Bus. Process Manag. J."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1108\/JSMA-02-2021-0033","article-title":"Can digitalization favour the emergence of innovative and sustainable business models? A qualitative exploration in the automotive sector","volume":"15","author":"Acciarini","year":"2022","journal-title":"J. Strategy Manag."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1111\/caim.12474","article-title":"Exploring business model innovation in SMEs in a digital context: Organizing search behaviours, experimentation and decision-making","volume":"31","author":"Andersen","year":"2022","journal-title":"Creat. Innov. Manag."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1177\/1476127013499636","article-title":"The business model: Present and future\u2014Beyond a skeumorph","volume":"11","author":"Arend","year":"2013","journal-title":"Strateg. Organ."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"122264","DOI":"10.1016\/j.techfore.2022.122264","article-title":"Artificial intelligence and corporate innovation: A review and research agenda","volume":"188","author":"Bahoo","year":"2023","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1057\/s41265-016-0033-3","article-title":"The Digital Platform: A Research Agenda","volume":"33","author":"Basole","year":"2018","journal-title":"J. Inf. Technol."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1108\/BPMJ-01-2021-0052","article-title":"The role of boundary management in open innovation: Towards a 3D perspective","volume":"27","author":"Capurro","year":"2021","journal-title":"Bus. Process Manag. J."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1109\/TEM.2019.2914408","article-title":"Social Business Model Innovation: A Quadruple\/Quintuple Helix-Based Social Innovation Ecosystem","volume":"68","author":"Carayannis","year":"2021","journal-title":"IEEE Trans. Eng. Manag."},{"key":"ref_9","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_10","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1287\/isre.2018.0794","article-title":"Introduction\u2014Platforms and Infrastructures in the Digital Age","volume":"29","author":"Constantinides","year":"2018","journal-title":"Inf. Syst. Res."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"1625","DOI":"10.1108\/EJIM-04-2020-0142","article-title":"Converging and diverging business model innovation in regional intersectoral cooperation\u2013Exploring wine industry 4.0","volume":"24","author":"Dressler","year":"2021","journal-title":"Eur. J. Innov. Manag."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1108\/10878570710833714","article-title":"Business model innovation: It\u2019s not just about technology anymore","volume":"35","author":"Chesbrough","year":"2007","journal-title":"Strategy Leadersh."},{"key":"ref_13","first-page":"306","article-title":"An exploration of business model development in the commercialization of technology innovations","volume":"44","author":"Dmitriev","year":"2014","journal-title":"RD Manag."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Machado, C., and Davim, J. (2022). Organizational Innovation in the Digital Age, Springer International Publishing.","DOI":"10.1007\/978-3-030-98183-9"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"102451","DOI":"10.1016\/j.technovation.2021.102451","article-title":"Platform-based business model and entrepreneurs from Base of the Pyramid","volume":"119","author":"Fu","year":"2023","journal-title":"Technovation"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"2113","DOI":"10.1080\/09654313.2016.1251882","article-title":"The platform business model and business ecosystem: Quality management and revenue structures","volume":"24","author":"Kim","year":"2016","journal-title":"Eur. Plan. Stud."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Kim, J., and Min, J. (2019). Supplier, Tailor, and Facilitator: Typology of Platform Business Models. J. Open Innov. Technol. Mark. Complex., 5.","DOI":"10.3390\/joitmc5030057"},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Javaid, A., Javed, A., and Kohda, Y. (2019). Exploring the Role of Boundary Spanning towards Service Ecosystem Expansion: A Case of Careem in Pakistan. Sustainability, 11.","DOI":"10.3390\/su11153996"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/s12525-019-00377-4","article-title":"Digital platform ecosystems","volume":"30","author":"Hein","year":"2020","journal-title":"Electron. Mark."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1016\/j.jbusres.2019.06.027","article-title":"Digital servitization business models in ecosystems: A theory of the firm","volume":"104","author":"Parida","year":"2019","journal-title":"J. Bus. Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"101625","DOI":"10.1016\/j.jengtecman.2021.101625","article-title":"Digital platform-based business models\u2014An exploration of critical success factors","volume":"60","author":"Rohn","year":"2021","journal-title":"J. Eng. Technol. Manag."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"102593","DOI":"10.1016\/j.ijinfomgt.2022.102593","article-title":"The promise of digital technologies for sustainable entrepreneurship: A systematic literature review and research agenda","volume":"68","author":"Holzmann","year":"2023","journal-title":"Int. J. Inf. Manag."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"328","DOI":"10.1016\/j.ijinfomgt.2018.07.004","article-title":"The sharing economy and digital platforms: A review and research agenda","volume":"43","author":"Sutherland","year":"2018","journal-title":"Int. J. Inf. Manag."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1080\/09537325.2020.1787374","article-title":"Business model innovation in SMEs: The role of boundaries in the digital era","volume":"33","author":"Garzella","year":"2021","journal-title":"Technol. Anal. Strateg. Manag."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1016\/j.jbusres.2018.06.013","article-title":"Agile Business Model Innovation in Digital Entrepreneurship: Lean Startup Approaches","volume":"110","author":"Ghezzi","year":"2020","journal-title":"J. Bus. Res."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"520","DOI":"10.1108\/IJEBR-10-2020-0679","article-title":"Intermediaries and social entrepreneurship identity: Implications for business model innovation","volume":"27","author":"Guerrero","year":"2021","journal-title":"Int. J. Entrep. Behav. Res."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"100188","DOI":"10.1016\/j.jik.2022.100188","article-title":"Inside the black box: How business model innovation contributes to digital start-up performance","volume":"7","author":"Guo","year":"2022","journal-title":"J. Innov. Knowl."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.lrp.2017.06.009","article-title":"Strategies for business model innovation: How firms reel in migrating value","volume":"51","author":"Hacklin","year":"2018","journal-title":"Long Range Plan."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Schumpeter, J. (2017). Theory of Economic Development, Routledge. [1st ed.].","DOI":"10.4324\/9781315135564"},{"key":"ref_30","unstructured":"Aghion, P., Howitt, P., Howitt, P., Brant-Collett, M., and Garc\u00eda-Pe\u00f1alosa, C. (1998). Endogenous Growth Theory, MIT Press."},{"key":"ref_31","unstructured":"Coase, R. (2012). The Firm, the Market, and the Law, University of Chicago Press."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"155","DOI":"10.2307\/2295952","article-title":"The economic implications of learning by doing","volume":"29","author":"Arrow","year":"1962","journal-title":"Rev. Econ. Stud."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Baldwin, C., and Clark, K. (2000). Design Rules: The Power of Modularity, MIT Press.","DOI":"10.7551\/mitpress\/2366.001.0001"},{"key":"ref_34","unstructured":"Rogers, E. (2003). Diffusion of Innovations, Free Press."},{"key":"ref_35","first-page":"612","article-title":"Business model innovation and digital transformation in global management consulting firms","volume":"25","author":"Tavoletti","year":"2022","journal-title":"Eur. J. Innov. Manag."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"102498","DOI":"10.1016\/j.technovation.2022.102498","article-title":"Becoming a smart solution provider: Reconfiguring a product manufacturer\u2019s strategic capabilities and processes to facilitate business model innovation","volume":"118","author":"Huikkola","year":"2022","journal-title":"Technovation"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.jbusres.2020.11.020","article-title":"Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation","volume":"124","author":"Candelo","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/s11846-021-00508-2","article-title":"Digital business model innovation: Toward construct clarity and future research directions","volume":"17","author":"Trischler","year":"2022","journal-title":"Rev. Manag. Sci."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"100908","DOI":"10.1016\/j.elerap.2019.100908","article-title":"Exploring the growth challenge of mobile payment platforms: A business model perspective","volume":"40","author":"Jocevski","year":"2020","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1016\/j.lrp.2015.09.004","article-title":"Corporate Entrepreneurship, Disruptive Business Model Innovation Adoption, and Its Performance: The Case of the Newspaper Industry","volume":"49","author":"Karimi","year":"2016","journal-title":"Long Range Plan."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1108\/IJEBR-03-2022-0243","article-title":"How organizational readiness for digital innovation shapes digital business model innovation in family businesses","volume":"29","author":"Xie","year":"2023","journal-title":"Int. J. Entrep. Behav. Res."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Kim, S. (2021). Sustainable Growth Variables by Industry Sectors and Their Influence on Changes in Business Models of SMEs in the Era of Digital Transformation. Sustainability, 13.","DOI":"10.3390\/su13137114"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"2017","DOI":"10.1109\/TEM.2021.3075502","article-title":"Digital Transformation of Incumbent Firms: A Business Model Innovation Perspective","volume":"70","author":"Klos","year":"2021","journal-title":"IEEE Trans. Eng. Manag."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"2040002","DOI":"10.1142\/S0219877020400027","article-title":"Organizational Re-Design for Business Model Innovation while Exploiting Digital Technologies: A Single Case Study of an Energy Company","volume":"18","author":"Latilla","year":"2021","journal-title":"Int. J. Innov. Technol. Manag."},{"key":"ref_45","first-page":"8841368","article-title":"Dynamic Capabilities and Business Model Innovation of Platform Enterprise: A Case Study of DiDi Taxi","volume":"2020","author":"Lin","year":"2020","journal-title":"Sci. Program."},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Liu, L., Long, J., Fan, Q., Wan, W., and Liu, R. (2022). Examining the functionality of digital platform capability in driving B2B firm performance: Evidence from emerging market. J. Bus. Ind. Mark., ahead-of-print.","DOI":"10.1108\/JBIM-09-2021-0441"},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"126679","DOI":"10.1016\/j.jclepro.2021.126679","article-title":"When bike sharing business models go bad: Incorporating responsibility into business model innovation","volume":"297","author":"Long","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1002\/jsc.2485","article-title":"Global value chains and digital platforms: Implications for strategy","volume":"31","author":"Loonam","year":"2022","journal-title":"Strateg. Chang."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1108\/S0742-332220150000033024","article-title":"Business Model Innovation: How Iconic Business Models Emerge","volume":"Volume 33","author":"Mikhalkina","year":"2015","journal-title":"Business Models and Modelling"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1186\/s13731-021-00157-5","article-title":"AI business model: An integrative business approach","volume":"10","author":"Mishra","year":"2021","journal-title":"J. Innov. Entrep."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"102045","DOI":"10.1016\/j.lrp.2020.102045","article-title":"Digital platforms\u2019 boundaries: The interplay of firm scope, platform sides, and digital interfaces","volume":"54","author":"Gawer","year":"2021","journal-title":"Long Range Plan."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.techfore.2017.03.035","article-title":"Mapping out the sharing economy: A configurational approach to sharing business modeling","volume":"125","author":"Cohen","year":"2017","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_53","unstructured":"Hippel, E. (1988). The Sources of Innovation, Oxford University Press."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/j.indmarman.2020.03.009","article-title":"Internet of things technologies, digital servitization and business model innovation in BtoB manufacturing firms","volume":"89","author":"Paiola","year":"2020","journal-title":"Ind. Mark. Manag."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"121496","DOI":"10.1016\/j.techfore.2022.121496","article-title":"The evolution of the digital service ecosystem and digital business model innovation in retail: The emergence of meta-ecosystems and the value of physical interactions","volume":"177","author":"Oghazi","year":"2022","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Parida, V., and Reim, W. (2019). Reviewing Literature on Digitalization, Business Model Innovation, and Sustainable Industry: Past Achievements and Future Promises. Sustainability, 11.","DOI":"10.3390\/su11020391"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1007\/s10551-016-3044-7","article-title":"Exploring the Relationship Between Business Model Innovation, Corporate Sustainability, and Organisational Values within the Fashion Industry","volume":"149","author":"Pedersen","year":"2018","journal-title":"J. Bus. Ethics"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.jclepro.2019.01.036","article-title":"Business model innovation for circular economy and sustainability: A review of approaches","volume":"215","author":"Pieroni","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Holsapple, C.W. (2003). Handbook on Knowledge Management: Knowledge Directions, Springer.","DOI":"10.1007\/978-3-540-24748-7"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"805","DOI":"10.1080\/09654313.2017.1282082","article-title":"Growth of a platform business model as an entrepreneurial ecosystem and its effects on regional development","volume":"25","author":"Yun","year":"2017","journal-title":"Eur. Plan. Stud."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"2505","DOI":"10.1002\/bse.2760","article-title":"Exploring business models for sustainability: A bibliographic investigation of the literature and future research directions","volume":"30","author":"Preghenella","year":"2021","journal-title":"Bus. Strategy Environ."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1108\/JSIT-06-2020-0101","article-title":"How to harnesses digital technologies for pursuing business model innovation: A longitudinal study in creative industries","volume":"23","author":"Priyono","year":"2021","journal-title":"J. Syst. Inf. Technol."},{"key":"ref_63","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. Manag."},{"key":"ref_64","doi-asserted-by":"crossref","unstructured":"Ragazou, K., Passas, I., and Sklavos, G. (2022). Investigating the Strategic Role of Digital Transformation Path of SMEs in the Era of COVID-19: A Bibliometric Analysis Using R. Sustainability, 14.","DOI":"10.3390\/su141811295"},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1177\/0032329219838932","article-title":"The Rise of the Platform Business Model and the Transformation of Twenty-First-Century Capitalism","volume":"47","author":"Rahman","year":"2019","journal-title":"Politics Soc."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"1159","DOI":"10.1007\/s11187-019-00260-8","article-title":"The age of digital entrepreneurship","volume":"56","author":"Sahut","year":"2021","journal-title":"Small Bus. Econ."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1057\/emr.2010.16","article-title":"Business model innovation and sources of value creation in low-income markets","volume":"7","author":"Ricart","year":"2010","journal-title":"Eur. Manag. Rev."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"477","DOI":"10.1108\/IJIS-05-2020-0072","article-title":"Exploring business model innovation for competitive advantage: A lesson from an emerging market","volume":"13","author":"Saqib","year":"2021","journal-title":"Int. J. Innov. Sci."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"102447","DOI":"10.1016\/j.technovation.2021.102447","article-title":"Exploring the boundaries of open innovation: Evidence from social media mining","volume":"119","author":"Saura","year":"2023","journal-title":"Technovation"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1111\/ijmr.12081","article-title":"Search and Recombination Process to Innovate: A Review of the Empirical Evidence and a Research Agenda","volume":"19","author":"Savino","year":"2017","journal-title":"Int. J. Manag. Rev."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1007\/s12525-019-00379-2","article-title":"Business model tools at the boundary: Exploring communities of practice and knowledge boundaries in business model innovation","volume":"30","author":"Schwarz","year":"2020","journal-title":"Electron. Mark."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"121372","DOI":"10.1016\/j.techfore.2021.121372","article-title":"A journey towards a digital platform business model: A case study in a global tech-company","volume":"175","author":"Kunday","year":"2022","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"856142","DOI":"10.3389\/fpubh.2022.856142","article-title":"The Impact of Digital Economy on the Economic Growth and the Development Strategies in the post-COVID-19 Era: Evidence from Countries Along the \u201cBelt and Road\u201d","volume":"10","author":"Zhang","year":"2022","journal-title":"Front. Public Health"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1111\/isj.12326","article-title":"Digital platforms for development: Foundations and research agenda","volume":"31","author":"Bonina","year":"2021","journal-title":"Inf. Syst. J."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1007\/s11747-023-00925-7","article-title":"Effectiveness of engagement initiatives across engagement platforms: A meta-analysis","volume":"51","author":"Blut","year":"2023","journal-title":"J. Acad. Mark. Sci."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"115787","DOI":"10.1016\/j.socscimed.2023.115787","article-title":"From \u2018making up\u2019 professionals to epistemic colonialism: Digital health platforms in the Global South","volume":"321","author":"Petrakaki","year":"2023","journal-title":"Soc. Sci. Med."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"101777","DOI":"10.1016\/j.giq.2022.101777","article-title":"Designing boundary resources in digital government platforms for collaborative service innovation","volume":"40","author":"Gong","year":"2023","journal-title":"Gov. Inf. Q."},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"2180776","DOI":"10.1080\/17517575.2023.2180776","article-title":"Blockchain-enabled authentication platform for the protection of 3D printing intellectual property: A conceptual framework study","volume":"17","author":"Chan","year":"2023","journal-title":"Enterp. Inf. Syst."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1111\/jpim.12516","article-title":"Value Creation and Value Capture Alignment in Business Model Innovation: A Process View on Outcome-Based Business Models","volume":"37","author":"Parida","year":"2020","journal-title":"J. Prod. Innov. Manag."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"744","DOI":"10.1016\/j.indmarman.2013.05.010","article-title":"Inscribing value on business model innovations: Insights from industrial projects commercializing disruptive digital innovations","volume":"42","author":"Simmons","year":"2013","journal-title":"Ind. Mark. Manag."},{"key":"ref_81","doi-asserted-by":"crossref","unstructured":"Kahneman, D., Slovic, S., Slovic, P., and Tversky, A. (1982). Judgment under Uncertainty: Heuristics and Biases, Cambridge University Press.","DOI":"10.1017\/CBO9780511809477"},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1016\/j.jbusres.2021.05.009","article-title":"How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops","volume":"134","author":"Parida","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1111\/jpim.12105","article-title":"Industry platforms and ecosystem innovation","volume":"31","author":"Gawer","year":"2014","journal-title":"J. Prod. Innov. Manag."},{"key":"ref_84","unstructured":"Gawer, A., and Cusumano, M. (2015). International Encyclopedia of the Social & Behavioral Sciences, Elsevier."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1007\/s12599-018-0550-4","article-title":"Digital Disruption","volume":"60","author":"Skog","year":"2018","journal-title":"Bus. Inf. Syst. Eng."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"102182","DOI":"10.1016\/j.lrp.2022.102182","article-title":"A call for action: The impact of business model innovation on business ecosystems, society and planet","volume":"55","author":"Snihur","year":"2022","journal-title":"Long Range Plan."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"5519891","DOI":"10.1155\/2021\/5519891","article-title":"A Data-Enabled Business Model for a Smart Healthcare Information Service Platform in the Era of Digital Transformation","volume":"2021","author":"Su","year":"2021","journal-title":"J. Healthc. Eng."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.emj.2017.06.005","article-title":"Understanding platform business models: A mixed methods study of marketplaces","volume":"36","author":"Laudien","year":"2018","journal-title":"Eur. Manag. J."},{"key":"ref_89","doi-asserted-by":"crossref","unstructured":"Tesch, J.F. (2019). Business Model Innovation in the Era of the Internet of Things: Studies on the Aspects of Evaluation, Decision Making and Tooling, Springer International Publishing.","DOI":"10.1007\/978-3-319-98723-1"},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1016\/j.bushor.2017.07.003","article-title":"Innovative and sustainable business models in the fashion industry: Entrepreneurial drivers, opportunities, and challenges","volume":"60","author":"Todeschini","year":"2017","journal-title":"Bus. Horiz."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1007\/s11365-012-0234-3","article-title":"Business model innovation in entrepreneurship","volume":"8","author":"Trimi","year":"2012","journal-title":"Int. Entrep. Manag. J."},{"key":"ref_92","first-page":"93","article-title":"Digital platforms: A literature review and policy implications for development","volume":"19","author":"Rossotto","year":"2018","journal-title":"Compet. Regul. Netw. Ind."},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"539363","DOI":"10.3389\/fpsyg.2020.539363","article-title":"The Digital Transformation of Business Model Innovation: A Structured Literature Review","volume":"11","author":"Vaska","year":"2021","journal-title":"Front. Psychol."},{"key":"ref_94","first-page":"451","article-title":"Business model innovation and owner\u2013managers: The moderating role of competition","volume":"46","author":"Velu","year":"2016","journal-title":"RD Manag."},{"key":"ref_95","doi-asserted-by":"crossref","unstructured":"Pantaleo, D., and Pal, N. (2008). From Strategy to Execution: Turning Accelerated Global Change into Opportunity, Springer.","DOI":"10.1007\/978-3-540-71880-2"},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"101694","DOI":"10.1016\/j.jsis.2021.101694","article-title":"Exploring the boundaries and processes of digital platforms for knowledge work: A review of information systems research","volume":"30","author":"Wagner","year":"2021","journal-title":"J. Strateg. Inf. Syst."},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"102513","DOI":"10.1016\/j.ijinfomgt.2022.102513","article-title":"Digital platforms and SMEs\u2019 business model innovation: Exploring the mediating mechanisms of capability reconfiguration","volume":"65","author":"Xie","year":"2022","journal-title":"Int. J. Inf. Manag."},{"key":"ref_98","doi-asserted-by":"crossref","unstructured":"Yuana, R., Prasetio, E., Syarief, R., Arkeman, Y., and Suroso, A. (2021). System Dynamic and Simulation of Business Model Innovation in Digital Companies: An Open Innovation Approach. J. Open Innov. Technol. Mark. Complex., 7.","DOI":"10.3390\/joitmc7040219"},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"554","DOI":"10.5465\/amj.2017.0706","article-title":"The Genesis and Metamorphosis of Novelty Imprints: How Business Model Innovation Emerges in Young Ventures","volume":"63","author":"Yuliya","year":"2020","journal-title":"Acad. Manag. J."},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"101892","DOI":"10.1016\/j.lrp.2019.101892","article-title":"The evolution of platform business models: Exploring competitive battles in the world of platforms","volume":"53","author":"Zhao","year":"2020","journal-title":"Long Range Plan."},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"122307","DOI":"10.1016\/j.techfore.2022.122307","article-title":"Digital technology and business model innovation: A systematic literature review and future research agenda","volume":"188","author":"Ancillai","year":"2023","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.jeconbus.2018.07.003","article-title":"Fintech and regtech: Impact on regulators and banks","volume":"100","author":"Anagnostopoulos","year":"2018","journal-title":"J. Econ. Bus."},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"1738","DOI":"10.1080\/00343404.2021.1935840","article-title":"Old industrial spaces challenged by platformized value-capture 4.0","volume":"55","author":"Jeannerat","year":"2021","journal-title":"Reg. Stud."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1177\/02683962211023780","article-title":"Capabilities for value co-creation and value capture in emergent platform ecosystems: A longitudinal case study of SAP\u2019s cloud platform","volume":"36","author":"Schreieck","year":"2021","journal-title":"J. Inf. 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