Ecosistema digital para el fortalecimiento de cadenas productivas: una revisión sistemática (2005-2024)

Digital ecosystem for strengthening productive chains: A systematic review (2005-2024)

Luis Ruiz Ruiz , Joe Alexis González Vásquez , Orivel Jackson Buchelli Perales , Elar Amado Alayo Villanueva , Denis Chinchayhuara Diego

Suma de Negocios, 15(33), 130-143, julio-diciembre 2024, ISSN 2215-910X

https://doi.org/10.14349/sumneg/2024.V15.N33.A6

Recibido: 30 de marzo de 2024
Aceptado: 22 de junio de 2024
Online: 12 de julio de 2024

Resumen

Introducción/objetivos: esta revisión sistemática (RS) estudia los ecosistemas digitales y su influencia en el fortalecimiento de las cadenas productivas. Se pretende analizar el estado actual, las características, los beneficios, los desafíos y las oportunidades de implementar ecosistemas digitales. El enfoque de este estudio gira en torno a la situación actual y las implicaciones de estos ecosistemas para el fortalecimiento de las cadenas productivas.

Metodología: se llevó a cabo una revisión sistemática según la declaración PRISMA 2020. La investigación incluyó 87 artículos relevantes sobre ecosistemas digitales obtenidos de Scopus de Elsevier (56), ProQuest (21), SciELO (6) y Google Scholar (4).

Resultados: se identificó un aumento significativo de publicaciones sobre este tema, con un notable interés en artículos de investigación originales, y una destacada contribución de Estados Unidos, Alemania y Rusia en la innovación tecnológica. Sin embargo, se evidenció una brecha significativa en la investigación empírica que valida los fundamentos teóricos. Los ecosistemas digitales se perfilan como facilitadores clave en la transformación digital y generación de valor colaborativo, destacándose por su cooperación empresarial, integración colaborativa, automatización e innovación, a pesar de los beneficios como mayor eficiencia y reducción de costos. Los desafíos incluyen barreras políticas, conectividad limitada, problemas de infraestructura, resistencia al cambio, brechas en habilidades digitales y altos costos iniciales.

Conclusiones: la revisión sistemática destaca una brecha significativa en la investigación sobre ecosistemas digitales, evidenciando una falta de estudios empíricos para validar los fundamentos teóricos existentes. Esto indica una clara oportunidad para futuras investigaciones en este campo. En el análisis de implementar ecosistemas digitales en las organizaciones, se resaltan los sistemas colaborativos que impulsan la eficiencia y reducción de costos. Abordar estos desafíos de manera estratégica es esencial para la implementación exitosa de ecosistemas digitales y maximizar su impacto.


Palabras clave:
Ecosistemas digitales,
cadenas productivas,
innovación tecnológica,
colaboración empresarial,
transformación digital,
revisión sistemática.

Códigos JEL:
L86, L23, M11, M15

Abstract

Introduction/Objectives: This Systematic Review (SR) explores digital ecosystems and their impact on strengthening productive chains. The objectives include analyzing the current state, characteristics, benefits, challenges, and opportunities associated with implementing digital ecosystems. The study focuses on the present state and implications of these ecosystems for enhancing productive chains.

Methodology: Conducted according to PRISMA 2020 guidelines, this review includes 87 relevant articles on digital ecosystems sourced from Elsevier’s Scopus (56), ProQuest (21), SciELO (6), and Google Scholar (4).

Results: There has been a notable increase in publications on this topic, with significant interest in original research articles and substantial contributions from the United States, Germany, and Russia in technological innovation. However, there is a significant gap in empirical research validating theoretical foundations. Digital ecosystems are emerging as key enablers of digital transformation and collaborative value generation, characterized by business cooperation, collaborative integration, automation, and innovation. Despite benefits such as increased efficiency and cost reduction, challenges include political barriers, limited connectivity, infrastructure issues, resistance to change, digital skills gaps, and high initial investment costs.

Conclusions: The systematic review reveals a significant gap in research on digital ecosystems, highlighting a lack of empirical studies to validate existing theoretical foundations. This presents a clear opportunity for future research in this field. In analyzing the implementation of digital ecosystems in organizations, collaborative systems are emphasized as drivers of efficiency and cost reduction. Strategically addressing these challenges is essential for the successful implementation of digital ecosystems and maximizing their impact.


Keywords:
Digital ecosystems,
production chains,
technological innovation,
business collaboration,
digital transformation,
systematic review.

Artículo Completo
Bibliografía

Ács, Z. J., Lafuente, E., & Szerb, L. (2022). A note on the configuration of the digital ecosystem in Latin America. Tec Empresarial, 16(1), 1-19. https://doi.org/10.18845/te.v16i1.5926

Akram, A. (2015). The influence of generativity on value creation-a study of digitized products. Proceedings of the 8th IADIS International Conference Information Systems 2015, IS 2015, 51-60.

Anwar, M. J., & Gill, A. Q. (2019). A review of the seven modelling approaches for digital ecosystem architecture. Proceedings – 21st IEEE Conference on Business Informatics, CBI 2019, 1, 94-103. https://doi.org/10.1109/CBI.2019.00018

Aulkemeier, F., Iacob, M.-E., & Van Hillegersberg, J. (2019). Platform-based collaboration in digital ecosystems. Electron Markets, 29, 597-608. https://doi.org/10.1007/s12525-019-00341-2

Bada Carbajal, L. M., Rivas Tovar, L. A., & Littlewood Zimmerman, H. F. (2017). Modelo de asociatividad en la cadena productiva en las mipymes agroindustriales. Contaduría y Administración, 62(4), 1100-1117. https://doi.org/10.1016/J.CYA.2017.06.006

Bakhtadze, N., & Suleykin, A. (2021). Industrial digital ecosystems: Predictive models and architecture development issues. Annual Reviews in Control, 51, 56-64. https://doi.org/10.1016/j.arcontrol.2020.11.001

Barrios, A., & Fajardo, G. (2017). El ecosistema educativo universitario impactado por las TIC. Anagramas – Rumbos y Sentidos de la Comunicación, 15(30), 101-120. https://doi.org/10.22395/angr.v15n30a5

Barykin, S. Y., Kapustina, I. V., Kirillova, T. V., Yadykin, V. K., & Konnikov, Y. A. (2020). Economics of digital ecosystems. Journal of Open Innovation: Technology, Market, and Complexity, 6(4), 124. https://doi.org/10.3390/joitmc6040124

Boley, H., & Chang, E. (2007). Digital ecosystems: Principles and semantics. Proceedings of the 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference, DEST, 398-403. https://doi.org/10.1109/DEST.2007.372005

Briscoe, G., Sadedin, S., & de Wilde, P. (2011). Digital ecosystems: Ecosystem-oriented architectures. Nat Comput, 10, 1143-1194. https://doi.org/10.1007/s11047-011-9254-0

Cárdenas, O. (2021). Diseño y construcción de un ecosistema digital: estrategias para articular la información y la formación policial. Revista Logos, Ciencia & Tecnología, 13(3), 71-85. https://doi.org/10.22335/rlct.v13i3.1417

Cassia, F., Castellani, P., Rossato, C., & Baccarani, C. (2021). Finding a way towards high-quality, accessible tourism: The role of digital ecosystems. The TQM Journal, 33(1), 205-221. https://doi.org/10.1108/TQM-03-2020-0062

CEPAL (Comisión Económica para América Latina y el Caribe). (2021). Tecnologías digitales para un nuevo futuro. www.cepal.org/apps

Chang, E., & West, M. (2006). Digital ecosystems a next generation of the collaborative environment. Proceedings of iiWAS2006. https://static.aminer.org/pdf/PDF/000/386/989/digital_ecosystems_a_next_generation_of_the_collaborative_environment.pdf

Chen, Y., Wang, Z., & Ortiz, J. (2023). A sustainable digital ecosystem: Digital servitization transformation and digital infrastructure support. Sustainability, 15(2), 1530. https://doi.org/10.3390/su15021530

Cui, H., & Ma, Q. (2022). Research on the transformation and upgrading of intelligent manufacturing from the perspective of digital ecosystems. Journal of Physics: Conference Series, 2356(1). https://doi.org/10.1088/1742-6596/2356/1/012051

D’Andrea, A., Ferri, F., Grifoni, P., & Guzzo, T. (2013). Digital eco-systems: The next generation of business services. Proceedings of the 5th International Conference on Management of Emergent Digital EcoSystems, MEDES, 40-44. https://doi.org/10.1145/2536146.2536180

Dietz, M., Sengupta, J., & Zhou, N. (2018). Competing in a world of digital ecosystems. The McKinsey Quarterly. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/McKinsey%20Digital/Our%20Insights/Competing%20in%20a%20world%20of%20digital%20ecosystems/Competing-in-a-world-of-digital-ecosystems.pdf

Dong, H., Hussain, F. K., & Chang, E. (2008). Developing a conceptual framework of semantic search engine to promote the collaborations between SMEs in the digital ecosystems environment. 2nd IEEE International Conference on Digital Ecosystems and Technologies, IEEE-DEST, 409-412. https://doi.org/10.1109/DEST.2008.4635200

Efthymiou, O. K., & Ponis, S. T. (2021). Industry 4.0 technologies and their impact in contemporary logistics: A systematic literature review. Sustainability (Switzerland), 13(21), 11643. https://doi.org/10.3390/su132111643

Elberzhager, F., Mennig, P., Polst, S., Scherr, S., & Stüpfert, P. (2021). Towards a digital ecosystem for a smart city district: Procedure, results, and lessons learned. Smart Cities, 4(2), 686-716. https://doi.org/10.3390/smartcities4020035

Fedotova, G., Stepanishin, V., Kapustina, Y., Bolaev, B., Averina, A., & Churaev, A. (2024). Digital ecosystem of Russian Agricultural Bank as an innovative platform for sustainable development of the agro-industrial complex. E3S Web of Conferences, 486. https://doi.org/10.1051/e3sconf/202448601006

Ferri, F., Grifoni, P., Caschera, M. C., D’Andrea, A., D’Ulizia, A., & Guzzo, T. (2014). An ecosystemic environment for knowledge and services sharing on creative enterprises. MEDES 2014 – 6th International Conference on Management of Emergent Digital EcoSystems, Proceedings, 27-33. https://doi.org/10.1145/2668260.2668308

Freitas, J. C. da S., Maçada, A. C. G., Brinkhues, R. A., & Netto, Y. W. E. da C. (2023). Digital ecosystem: The missing link between strategy and financial performance for digital businesses. Revista Alcance, 30(1), 1-16. https://doi.org/10.14210/alcance.v30n1(jan/abr).p1-16

Fu, H., Xiao, X.-H., & Zhu, H.-M. (2024). Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category. Information and Management, 61(4). https://doi.org/10.1016/j.im.2024.103957

García, A., & García, F. J. (2019). Ecosistemas software: análisis de revisiones sistemáticas de literatura. En A. Vaz Fidalgo & O. Martínez Bonastre (Eds.), TICAI 2018 TICs para el aprendizaje de la ingeniería (pp. 91-98). IEEE, Sociedad de Educación. http://hdl.handle.net/10366/140507

González, A. A., Pfaff, M., & Krcmar, H. (2019). Value modeling for ecosystem analysis. Computers, 8(3). https://doi.org/10.3390/computers8030068

Grabis, J., Tsai, C. H., Zdravkovic, J., & Stirna, J. (2022). Endurant ecosystems: Model-based assessment of resilience of digital business ecosystems. In Lecture notes in business information processing, vol. 462, LNBIP. https://doi.org/10.1007/978-3-031-16947-2_4

Graça, P., & Camarinha, L. M. (2015). The need of performance indicators for collaborative business ecosystems. IFIP Advances in Information and Communication Technology, 450, 22-30. https://doi.org/10.1007/978-3-319-16766-4_3

Grifoni, P., Ferri, F., D’Andrea, A., Guzzo, T., & Praticò, C. (2014). SoN-KInG: A digital eco-system for innovation in professional and business domains. Journal of Systems and Information Technology, 16(1), 77-92. https://doi.org/10.1108/JSIT-09-2013-0044

Gupta, R., Mejía, C., & Kajikawa, Y. (2019). Business, innovation and digital ecosystems landscape survey and knowledge cross sharing. Technological Forecasting and Social Change, 147, 100-109. https://doi.org/10.1016/j.techfore.2019.07.004

Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA 2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2), e1230. https://doi.org/https://doi.org/10.1002/cl2.1230

Hai, D., Hussain, F. K., & Chang, E. (2007). Exploring the conceptual model of digital ecosystem. Second International Conference on Digital Telecommunications, ICDT’07, 18. https://doi.org/10.1109/ICDT.2007.51

Haji, E., & Azmani, A. (2020). Proposal of a digital ecosystem based on big data and artificial intelligence to support educational and vocational guidance. International Journal of Modern Education and Computer Science, 12(4), 1-11. https://doi.org/10.5815/ijmecs.2020.04.01

Hein, A., Schreieck, M., Riasanow, T., Setzke, D. S., Wiesche, M., Böhm, M., & Krcmar, H. (2020). Digital platform ecosystems. Electronic Markets, 30(1), 87-98. https://doi.org/10.1007/s12525-019-00377-4

Hinderer, H., & Martin, L. (2017). The concept of a need-driven ecosystem and its application to mobility. International Conference on Engineering, Technology and Innovation: Engineering, Technology and Innovation Management Beyond 2020: New Challenges, New Approaches, ICE/ITMC 2017 – Proceedings, 2018-Janua, 724-731. https://doi.org/10.1109/ICE.2017.8279957

Hinderer, H., & Martin, L. (2021). Ecosystem evaluations in business development. In L. Martin (ed.), International business development. A concise textbook focusing on international B-to-B contexts. Springer Gabler, Wiesbaden. https://doi.org/10.1007/978-3-658-33221-1_4

Hoch, N. B., & Brad, S. (2021). Managing business model innovation: An innovative approach towards designing a digital ecosystem and multi-sided platform. Business Process Management Journal, 27(2), 415-438. https://doi.org/10.1108/BPMJ-01-2020-0017

Ibarra, D., Ganzarain, J., & Igartua, J. I. (2018). Business model innovation through Industry 4.0: A review. Procedia Manufacturing, 22, 4-10. https://doi.org/10.1016/j.promfg.2018.03.002

Islas, C. (2019). Los ecosistemas de aprendizaje y estudiantes universitarios: una propuesta de abordaje sistémico. Revista de Psicología y Ciencias del Comportamiento de la Unidad Académica de Ciencias Jurídicas y Sociales, 10(2), 172-186. https://doi.org/10.29059/rpcc.20191126-98

Ismail, L., & Buyya, R. (2022). Artificial intelligence applications and self-learning 6G networks for smart cities digital ecosystems: Taxonomy, challenges, and future directions. Sensors, 22(15), 5750. https://doi.org/10.3390/s22155750

Itzhak, A., & Ferri, U. (2023). Russian-Ukraine armed conflict: Lessons learned on the digital ecosystem. International Journal of Critical Infrastructure Protection, 43, 100637 https://doi.org/10.1016/j.ijcip.2023.100637

Iyawa, G. E., Herselman, M., & Botha, A. (2017). A scoping review of digital health innovation ecosystems in developed and developing countries. IST-Africa Week Conference, IST-Africa 2017. https://doi.org/10.23919/ISTAFRICA.2017.8102325

Kamalaldin, A., Sjödin, D., Hullova, D., & Parida, V. (2021). Configuring ecosystem strategies for digitally enabled process innovation: A framework for equipment suppliers in the process industries. Technovation, 105, 102250. https://doi.org/10.1016/j.technovation.2021.102250

Karakas, F. (2009). Welcome to World 2.0: The new digital ecosystem. Journal of Business Strategy, 30(4), 23-30. https://doi.org/10.1108/02756660910972622

Karpunina, E. K., Okunkova, E. A., Sazanova, E. V., Gubernatorova, N. N., & Tishchenko, E. S. (2020). The ecosystem of the digital economy: A new approach to the study of structural features and content. In Lecture notes in networks and systems, vol. 129, LNNS. https://doi.org/10.1007/978-3-030-47945-9_55

Kidanu, S. A., Cardinale, Y., Chbeir, R., de Ponte, V., Figueroa, A., Rodríguez, R., & Ibáñez, C. A. R. (2017). MMDES: Multimedia digital ecosystem: New platform for collaboration and sharing. Proceedings: 19th IEEE International Conference on Computational Science and Engineering, 14th IEEE International Conference on Embedded and Ubiquitous Computing and 15th International Symposium on Distributed Computing and Applications to Business, Engi, 393-400. https://doi.org/10.1109/CSE-EUC-DCABES.2016.214

Koch, M., Krohmer, D., Naab, M., Rost, D., & Trapp, M. (2022). A matter of definition: Criteria for digital ecosystems. Digital Business, 2(2), 100027. https://doi.org/10.1016/j.digbus.2022.100027

Kopalle, P. K., Kumar, V., & Subramaniam, M. (2020). How legacy firms can embrace the digital ecosystem via digital customer orientation. J. of the Acad. Mark. Sci., 48, 114-131. https://doi.org/10.1007/s11747-019-00694-2

Krasyuk, I. A., Kolgan, M. V., & Medvedeva, Y. (2022). Digital ecosystem structure formation depending on the archetype of distribution network participants. European Journal of Management and Business Economics, 31(2), 176-191. https://doi.org/10.1108/EJMBE-07-2021-0202

Kravchuk, O., Varis, I., & Subochev, A. (2022). The development of the labour market digital ecosystem in Ukraine. Studia Regionalne i Lokalne, 3(89), 32-48. https://doi.org/10.7366/1509499538903

León, M. C., Nieto-Hipólito, J. I., Garibaldi-Beltrán, J., Amaya-Parra, G., Luque-Morales, P., Magaña-Espinoza, P., & Aguilar-Velazco, J. (2016). Designing a model of a digital ecosystem for healthcare and wellness using the Business Model Canvas. Journal of Medical Systems, 40, 144. https://doi.org/10.1007/S10916-016-0488-3

Lurgi, M., & Estanyol, F. (2010). MADBE: A multi-agent digital business ecosystem. 4th IEEE International Conference on Digital Ecosystems and Technologies – Conference Proceedings of IEEE-DEST 2010, DEST 2010, 262-267. https://doi.org/10.1109/DEST.2010.5610637

Martins, J., Gonçalves, C., Silva, J., Gonçalves, R., & Branco, F. (2022). Digital ecosystem model for GIAHS: The Barroso agro-sylvo-pastoral system. Sustainability, 14(16), 10349. https://doi.org/10.3390/SU141610349

Mihale-Wilson, C., & Carl, K. V. (2024). Designing incentive systems for participation in digital ecosystems—An integrated framework. Electronic Markets, 34(1). https://doi.org/10.1007/s12525-024-00703-5

Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., Antes, G., Atkins, D., Barbour, V., Barrowman, N., Berlin, J. A., Clark, J., Clarke, M., Cook, D., D’Amico, R., Deeks, J. J., Devereaux, P. J., Dickersin, K., Egger, M., Ernst, E., Gøtzsche, P. C., …, & Tugwell, P. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. In PLoS MedicineK, 6(7). Public Library of Science. https://doi.org/10.1371/journal.pmed.1000097

Morgan, A., Dessart, L., & Veloutsou, C. (2020). Digital ecosystem and consumer engagement: A socio-technical perspective. Journal of Business Research, 121, 713-723. https://doi.org/10.1016/j.jbusres.2020.03.042

Oduor, C. O., Shikongo, S., Iyawa, G. E., Osakwe, J. O., Ujakpa, M., & Amunkete, K. (2020). Digital ecosystems for public enterprises: Prospects and challenges. IST-Africa Conference, IST-Africa 2020. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85094318599&partnerID=40&md5=5acb4d83fbd07788d699decdbf5c4eaa

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., …, & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. PLOS Medicine, 18(3), e1003583. https://doi.org/10.1371/JOURNAL.PMED.1003583

Palmié, M., Miehé, L., Oghazi, P., Parida, V., & Wincent, J. (2022). 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. Technological Forecasting and Social Change, 177, 121496. https://doi.org/10.1016/J.TECHFORE.2022.121496

Pardo, M. I., San Martín, Á., & Peirats, J. (2023). The smart classroom: Learning challenges in the digital ecosystem. Education Sciences, 13(7), 662. https://doi.org/10.3390/educsci13070662

Petrova, M., Popova, P., Popov, V., Shishmanov, K., & Marinova, K. (2022). Digital ecosystem: Nature, types and opportunities for value creation. In Communications in computer and information science, vol. 1619, CCIS. https://doi.org/10.1007/978-3-031-14985-6_5

Priyono, A., & Hidayat, A. (2024). Fostering innovation through learning from digital business ecosystem: A dynamic capability perspective. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100196. https://doi.org/10.1016/j.joitmc.2023.100196

Ramírez-Asís, E., Guerra-Muñoz, M., Asís-López, M., Sáenz-Rodríguez, R., & Castillo-Picon, J. (2022). Evolution of the Latin American digital ecosystem in COVID-19. Webology, 19(1), 2621-2641. https://doi.org/10.14704/WEB/V19I1/WEB19174

Razavi, A. R., Krause, P. J., & Strømmen-Bakhtiar, A. (2010). From business ecosystems towards digital business ecosystems . 4th IEEE International Conference on Digital Ecosystems and Technologies – Conference Proceedings of IEEE-DEST 2010, DEST 2010, 290-295. https://doi.org/10.1109/DEST.2010.5610633

Rocha, C., Quandt, C., Deschamps, F., Philbin, S., & Cruzara, G. (2023). Collaborations for digital transformation: Case studies of Industry 4.0 in Brazil. IEEE Transactions on Engineering Management, 70(7), 2404-2418. https://doi.org/10.1109/TEM.2021.3061396

Rong, K., & Luo, Y. (2023). Toward born sharing: The sharing economy evolution enabled by the digital ecosystems. Technological Forecasting and Social Change, 196, 122776 https://doi.org/10.1016/j.techfore.2023.122776

Rzevski, G. (2019). Intelligent multi-agent platform for designing digital ecosystems. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11710, LNAI. https://doi.org/10.1007/978-3-030-27878-6_3

Saleh, M., & Abel, M. H. (2016). Moving from digital ecosystem to system of information systems. Proceedings of the 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2016. https://doi.org/10.1109/CSCWD.2016.7565969

Salvado, J., Ferreira, A. M., Serra, J., & Marujo, N. (2020). The creative and cultural tourism ecosystem: A conceptual model. Dos Algarves: A Multidisciplinary e-Journal, 38, 59-88. https://doi.org/10.18089/damej.2020.38.3

Santamaría, A., Ballesteros, J., & González, Á. (2019). Ecosystem for the deployment and management of virtual laboratories based on the standard IMS LTI. Revista Facultad de Ingeniería, 28(53), 79-99. https://revistas.uptc.edu.co/index.php/ingenieria/article/view/10148/8377

Santoso, A. S., Prijadi, R., & Balqiah, T. E. (2019). Synergizing multi-sided platform firms and crowds: A typology of an open innovation mechanism in a digital ecosystem. International Journal of Business, 24(4), 434-454. https://ijb.cyut.edu.tw/var/file/10/1010/img/865/V24N4-5.pdf

Sautter, B. (2021). Shaping digital ecosystems for sustainable production: Assessing the policy impact of the 2030 vision for Industrie 4.0. Sustainability, 13(22), 12596. https://doi.org/10.3390/su132212596

Schöppenthau, F., Patzer, F., Schnebel, B., Watson, K., Baryschnikov, N., Obst, B., Chauhan, Y., Kaever, D., Usländer, T., & Kulkarni, P. (2023). Building a digital manufacturing as a service ecosystem for Catena-X. Sensors, 23(17), 7396. https://doi.org/10.3390/s23177396

Sebastian, I. M., Weill, P., & Woerner, S. L. (2020). Driving growth in digital ecosystems. MIT Sloan Management Review, 62(1), 58-62. https://www.proquest.com/docview/2444683554?sourcetype=Scholarly%20Journals

Seidel, A., Wenzel, K., Hänel, A., Teicher, U., Weiß, A., Schäfer, U., Ihlenfeldt, S., Eisenmann, H., & Ernst, H. (2024). Towards a seamless data cycle for space components: Considerations from the growing European future digital ecosystem Gaia-X. CEAS Space Journal, 16(3), 351-365. https://doi.org/10.1007/s12567-023-00500-4

Senyo, P. K., Liu, K., & Effah, J. (2019). Understanding behaviour patterns of multi-agents in digital business ecosystems: An organisational semiotics inspired framework. In J. I. Kantola, S. Nazir & T. Barath (Eds.), Advances in intelligent systems and computing (vol. 783). Springer, Cham. https://doi.org/10.1007/978-3-319-94709-9_21

Shumakova, O., Pomogaev, V., Skosyreva, N., & Vasyukova, M. (2021). Potential of youth in digital ecosystem of agricultural sector. Webology, 18(Special Is), 1311-1325. https://doi.org/10.14704/WEB/V18SI04/WEB18200

Stalmachova, K., Chinoracky, R., & Strenitzerova, M. (2022). Changes in business models caused by digital transformation and the COVID‐19 pandemic and possibilities of their measurement—Case study. Sustainability (Switzerland), 14(1), 127. https://doi.org/10.3390/su14010127

Subramaniam, M. (2020). Digital ecosystems and their implications for competitive strategy. Journal of Organization Design, 9(12). https://doi.org/10.1186/s41469-020-00073-0

Subramaniam, M., Iyer, B., & Venkatraman, V. (2019). Competing in digital ecosystems. Business Horizons, 62(1), 83-94. https://doi.org/10.1016/j.bushor.2018.08.013

Tikhonov, A. I., Sazonov, A. A., & Novikov, S. V. (2023). Multilevel digital ecosystem for manufacturing enterprises: Attracting venture capital. Russian Engineering Research, 43(5), 611-614. https://doi.org/10.3103/S1068798X23050350

Torres, J., Gilbert, R., & Sánchez, D. (2021). Innovating the professional training of students in higher education institutions in STEM disciplines: Organizing digital ecosystems. Scielo, 17(1), 39-58. http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2077-29552021000100039&lang=es

Trujillo, G., Rodríguez, L., López, R. del P., & Lujan, R. (2023). Virtual ecosystems and the metaverse. Migration Letters, 20(S5), 1285-1292. https://migrationletters.com/index.php/ml/article/view/4732/3286

Tsai, C. H., Zdravkovic, J., & Söder, F. (2023). A method for digital business ecosystem design: Situational method engineering in an action research project. Software and Systems Modeling, 22, 573-598. https://doi.org/10.1007/s10270-022-01068-z

Tsai, C. H., Zdravkovic, J., & Stirna, J. (2022). Modeling digital business ecosystems: A systematic literature review. Complex Systems Informatics and Modeling Quarterly, 168(30), 1-30. https://www.researchgate.net/publication/360624477_Modeling_Digital_Business_Ecosystems_A_Systematic_Literature_Review

Tsai, C. H., Zdravkovic, J., & Stirna, J. (2023). Model-based digital business ecosystems: A method design. Lecture Notes in Business Information Processing, 493 LNBIP, 214-228. https://doi.org/10.1007/978-3-031-43126-5_16

Urciuoli, L. (2018). Impacts of digital ecosystems on supply chain management. Towards Sustainable Technologies and Innovation – Proceedings of the 27th Annual Conference of the International Association for Management of Technology, IAMOT 2018. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85085668549&partnerID=40&md5=c8d4bf5e67abfc35a2c5a906f568f4e3

Valdez-de-Leon, O. (2019). How to develop a digital ecosystem: A practical framework. Technology Innovation Management Review, 9(8), 43-54. https://doi.org/10.22215/TIMREVIEW/1260

Wang, Y., Shi, J., & Qu, G. (2024). Research on collaborative innovation cooperation strategies of manufacturing digital ecosystem from the perspective of multiple stakeholders. Computers and Industrial Engineering, 190, 110003. https://doi.org/10.1016/j.cie.2024.110003

Weill, P., & Woerner, S. L. (2015). Thriving in an increasingly digital ecosystem. MIT Sloan Management Review, 56(4), 27-34. https://www.researchgate.net/publication/285602209_Thriving_in_an_Increasingly_Digital_Ecosystem

Yepes-Núñez, J. J., Urrutia, G., Romero-García, M., & Alonso-Fernández, S. (2021). Declaración PRISMA 2020: una guía actualizada para la publicación de revisiones sistemáticas. Revista Española de Cardiología, 74(9), 790-799. https://doi.org/10.1016/j.recesp.2021.06.016

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