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Reflective– formative Type II model of ecosystem – ecosystem: alignment with value creating ecology through PLS-SEM | ||
Interdisciplinary Journal of Management Studies (Formerly known as Iranian Journal of Management Studies) | ||
دوره 16، شماره 4، دی 2023، صفحه 873-887 اصل مقاله (877.9 K) | ||
نوع مقاله: Research Paper | ||
شناسه دیجیتال (DOI): 10.22059/ijms.2023.341996.675073 | ||
نویسنده | ||
Reza Saeidi* | ||
Department of Management, Faculty of Management and Economics, University of Shahid Bahonar Kerman, Kerman, Iran | ||
چکیده | ||
The purpose of this study is to investigate the creation of ecological values through the extraction of customer ideas from social networks through the interaction of the digital business ecosystem with the analytical-cloud and mobile-social ecosystems. The hierarchical PLS method, reflective–formative Type II, use for quantitative analysis with a two-step SEM approach. In the second-order analysis, the relationship between the variables and components of the clusters obtained from the review of the subject literature was measured quantitatively. Later in the first-order analysis, the interaction of ecosystems in creating ecological value is tested through research hypotheses. The reports provided for the analysis phase of the tests, while assessing the structural validity of the research model, include the testing of hypotheses at two levels. The results of quantitative tests based on experts' opinions state that the interaction of ecosystems provides ecological value. | ||
کلیدواژهها | ||
Digital Business Ecosystem (DBE)؛ Mobile-Social Ecosystem (MSE)؛ Analytical- Cloud Ecosystem (ACE)؛ Value-Creating Ecology (VCE)؛ Ecosystem – Ecosystem (ECO-ECO) | ||
مراجع | ||
Aagaard, A., et al. (2021). "Mapping the types of business experimentation in creating sustainable value: A case study of cleantech start-ups." Journal of Cleaner Production 279: 123182.
Aarikka-Stenroos, L. and P. Ritala (2017). "Network management in the era of ecosystems: Systematic review and management framework." Industrial Marketing Management 67: 23-36.
Aggarwal, V. S. and M. Kapoor (2021). "Multigroup analysis of higher-order model of knowledge variables in the context of global ventures through PLS-SEM." South Asian Journal of Business Studies 10(1): 128-146.
Akter, S., et al. (2011). "Trustworthiness in mHealth information services: An assessment of a hierarchical model with mediating and moderating effects using partial least squares (PLS)." Journal of the American Society for Information Science and Technology 62(1): 100-116.
Akter, S., et al. (2017). "Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality." Production Planning & Control 28(11-12): 1011-1021.
Ali, F., et al. (2018). "An assessment of the use of partial least squares structural equation modeling (PLS-SEM) in hospitality research." International Journal of Contemporary Hospitality Management 30(1): 514-538.
Audretsch, D. B. and M. Belitski (2020). "The role of R&D and knowledge spillovers in innovation and productivity." European Economic Review 123: 103391.
Baggio, R. (2020). Digital Ecosystems, Complexity, and Tourism Networks. Handbook of e-Tourism. Z. Xiang, M. Fuchs, U. Gretzel and W. Höpken. Cham, Springer International Publishing: 1-20.
Basole, R. C. (2009). "Visualization of interfirm relations in a converging mobile ecosystem." Journal of Information Technology 24(2): 144-159.
Becker, J.-M., et al. (2012). "Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models." Long Range Planning 45(5): 359-394.
Benitez, J., et al. (2020). "How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research." Information & Management 57(2): 103168.
Bhattacharya, A. and P. De (2017). "A survey of adaptation techniques in computation offloading." Journal of Network and Computer Applications 78: 97-115.
Birkel, H. and J. M. Müller (2021). "Potentials of industry 4.0 for supply chain management within the triple bottom line of sustainability – A systematic literature review." Journal of Cleaner Production 289: 125612.
Bollinger, L. A., et al. (2018). "Multi-model ecologies for shaping future energy systems: Design patterns and development paths." Renewable and Sustainable Energy Reviews 82: 3441-3451.
Borrett, S. R., et al. (2013). "Network ecology." Encyclopedia of environmetrics 4.
Brychan Celfyn, T. (2019). Organizational Ecosystems: Innovation and Social Capital Dimensions. Innovation and Social Capital in Organizational Ecosystems. T. Brychan Celfyn and M. Lyndon John. Hershey, PA, USA, IGI Global: 23-42.
Burford, N., Shipilov, A. V., & Furr, N. R. (2022). How ecosystem structure affects firm performance in response to a negative shock to interdependencies. Strategic Management Journal, 43(1), 30-57.
Camarinha-Matos, L. M. and H. Afsarmanesh (2003). "Elements of a base VE infrastructure." Computers in Industry 51(2): 139-163.
Cambra-Fierro, J., et al. (2017). "“Towards a co-creation framework in the retail banking services industry: Do demographics influence?”." Journal of Retailing and Consumer Services 34: 219-228.
Cardoso, A., Silva, T.F.B.d., Takagi, N., Silva, C. and Micelli, A. (2022), "A value chain development model for the public sector", Business Process Management Journal, Vol. 28 No. 5/6, pp. 1229-1250.
Carlson, J., Rahman, M., Voola, R. and De Vries, N. (2018), "Customer engagement behaviours in social media: capturing innovation opportunities", Journal of Services Marketing, Vol. 32 No. 1, pp. 83-94.
Carrión, G. C., et al. (2017). Mediation Analyses in Partial Least Squares Structural Equation Modeling: Guidelines and Empirical Examples. Partial Least Squares Path Modeling: Basic Concepts, Methodological Issues and Applications. H. Latan and R. Noonan. Cham, Springer International Publishing: 173-195.
Cheah, J.-H., et al. (2018). "Convergent validity assessment of formatively measured constructs in PLS-SEM." International Journal of Contemporary Hospitality Management 30(11): 3192-3210.
Chin, W. W. (2010). How to Write Up and Report PLS Analyses. Handbook of Partial Least Squares: Concepts, Methods and Applications. V. Esposito Vinzi, W. W. Chin, J. Henseler and H. Wang. Berlin, Heidelberg, Springer Berlin Heidelberg: 655-690.
Cook David, Rui Biscaia, Karolos Papadas, Lyndon Simkin & Libby Carter (2021) The creation of shared value in the major sport event ecosystem: understanding the role of sponsors and hosts, European Sport Management Quarterly,1-22.
Diffley Sarah & McCole Patrick. (2015). Extending customer relationship management into a social context, The Service Industries Journal, 35:11-12, 591-610,
Fernández-Rovira, C., et al. (2021). "The digital transformation of business. Towards the datafication of the relationship with customers." Technological Forecasting and Social Change 162: 120339.
Floerecke, S., et al. (2020). "Cloud computing ecosystem model: evaluation and role clusters." Electronic Markets: 1-21.
Fornell, C. and D. F. Larcker (1981). "Evaluating Structural Equation Models with Unobservable Variables and Measurement Error." Journal of Marketing Research 18(1): 39-50.
Garg, A., Gupta, S., Mathew, M., & Singh, S. (2020). Prioritising the preference of factors affecting the mobile network selection: A combination of factor analysis and best worst method. Journal of Public Affairs, n/a(n/a), e2345.
Graça, P. and L. M. Camarinha-Matos (2017). "Performance indicators for collaborative business ecosystems — Literature review and trends." Technological Forecasting and Social Change 116: 237-255.
Gupta, R., et al. (2019). "Business, innovation and digital ecosystems landscape survey and knowledge cross sharing." Technological Forecasting and Social Change 147: 100-109.
Hair, J. F., et al. (2020). "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis." Journal of Business Research 109: 101-110.
Hair Jr, J. F., et al. (2013). A primer on partial least squares structural equation modeling (PLS-SEM), Sage publications, Thousand Oaks, CA.
Hair, R., et al. (2019). " When to use and how to report the results of PLS-SEM." European Business Review.
Hani, M. and G.-B. Dagnino (2020). "Global network coopetition, firm innovation and value creation." Journal of Business & Industrial Marketing.
Hearn, G., et al. (2007). "FROM VALUE CHAIN TO VALUE CREATING ECOLOGY." International Journal of Cultural Policy 13(4): 419-436.
Helo, P., et al. (2021). "Cloud manufacturing ecosystem analysis and design." Robotics and Computer-Integrated Manufacturing 67: 102050.
Henseler, J., et al. (2016). "Using PLS path modeling in new technology research: updated guidelines." Industrial management & data systems 116(1): 2-20.
Hyrynsalmi, S., et al. (2014). "Sources of value in application ecosystems." Journal of Systems and Software 96: 61-72.
Karim, L., et al. (2017). "Deploying Real Time Big Data Analytics in Cloud Ecosystem for Hazmat Stochastic Risk Trajectories." Procedia Computer Science 109: 180-187.
Kautsarina, et al. (2020). "Data modeling positive security behavior implementation among smart device users in Indonesia: A partial least squares structural equation modeling approach (PLS-SEM)." Data in Brief 30: 105588.
Kerssens, N. and J. v. Dijck (2021). "The platformization of primary education in The Netherlands." Learning, Media and Technology: 1-14.
Kim, H., et al. (2010). "The role of IT in business ecosystems." Communications of the ACM 53(5): 151-156.
Klingenberg, C. O., Júnior, J. A. V. A., & Müller-Seitz, G. (2022). Impacts of digitalization on value creation and capture: Evidence from the agricultural value chain. Agricultural Systems, 201, 103468.
Levien, R. and M. Iansiti (2004). "Strategy as ecology." Harvard Business Review 82(3): 68-78.
Li, D., Deng, L., Cai, Z., & Souri, A. (2022). Blockchain as a service models in the Internet of Things management: Systematic review. Transactions on Emerging Telecommunications Technologies, 33(4), e4139.
Li, Z., et al. (2021). 5G+Ecosystem: Constructing the 5G Open Ecosystem. 5G+: How 5G Change the Society. Singapore, Springer Singapore: 95-105.
Lin, S. (2018). "The structural characteristics of innovation ecosystem: a fashion case." European Journal of Innovation Management 21(4): 620-635.
Lismont, J., et al. (2017). "Defining analytics maturity indicators: A survey approach." International Journal of Information Management 37(3): 114-124.
Loonam, J. and N. O'Regan (2022). "Global value chains and digital platforms: Implications for strategy." Strategic Change 31(1): 161-177.
Lopez-Odar, D., et al. (2020). "Validity and reliability of the questionnaire that evaluates factors associated with perceived environmental behavior and perceived ecological purchasing behavior in Peruvian consumers." Social Responsibility Journal 16(3): 403-417.
MacBryde, J., Paton, S. and Clegg, B. (2013), "Understanding high-value manufacturing in Scottish SMEs", International Journal of Operations & Production Management, Vol. 33 No. 11/12, pp. 1579-1598. https://doi.org/10.1108/IJOPM-07-2010-0205
Mahesh, T. R., Vivek, V., Saravanan, C., & Vinay Kumar, K. (2022). Data Analytics: The Challenges and the Latest Trends to Flourish in the Post-COVID-19. In Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences (pp. 509-517). Springer, Singapore.
Matthews, D. and L. Rothenberg (2017). "An assessment of organic apparel, environmental beliefs and consumer preferences via fashion innovativeness." International Journal of Consumer Studies 41(5): 526-533.
Oghazi, P., Parida, V., Wincent, J., & Mostaghel, R. (2022). Ecosystems transformation through disruptive innovation: A definition, framework and outline for future research. Journal of Business Research, 147, 16-26.
Perfetto, M. C. and A. Vargas-Sánchez (2018). "Towards a Smart Tourism Business Ecosystem based on Industrial Heritage: research perspectives from the mining region of Rio Tinto, Spain." Journal of Heritage Tourism 13(6): 528-549.
Petrescu, M. (2019). "From marketing to public value: towards a theory of public service ecosystems." Public Management Review 21(11): 1733-1752.
Polites, G. L., et al. (2012). "Conceptualizing models using multidimensional constructs: a review and guidelines for their use." European Journal of Information Systems 21(1): 22-48.
Pütz, F., et al. (2019). "Connected automated vehicles and insurance: Analysing future market-structure from a business ecosystem perspective." Technology in Society 59: 101182.
Radzevicius, Martynas. (2018). International Journal on Global Business Management & Research; Chennai Vol. 7, Iss. 2, : 1-11.
Ritala, P. and A. Tidström (2014). "Untangling the value-creation and value-appropriation elements of coopetition strategy: A longitudinal analysis on the firm and relational levels." Scandinavian Journal of Management 30(4): 498-515.
Romanelli, M. (2018). "Towards Sustainable Ecosystems." Systems Research and Behavioral Science 35(4): 417-426.
Romero David & Arturo Molina (2011) Collaborative networked organizations and customer communities: value co-creation and co-innovation in the networking era, Production Planning & Control, 22:5-6, 447-472
Saeedi, Reza (2022) Ecological Value Creation: A Novel Economic Paradigm of Interactions in Business Ecosystems, World Futures, DOI: 10.1080/02604027.2022.2094196
Sarstedt, M., et al. (2011). Multigroup Analysis in Partial Least Squares (PLS) Path Modeling: Alternative Methods and Empirical Results. Measurement and Research Methods in International Marketing. M. Sarstedt, M. Schwaiger and C. R. Taylor, Emerald Group Publishing Limited. 22: 195-218.
Senturk, I. F., et al. (2018). "A resource provisioning framework for bioinformatics applications in multi-cloud environments." Future Generation Computer Systems 78: 379-391.
Senyo, P. K., et al. (2019). "Digital business ecosystem: Literature review and a framework for future research." International Journal of Information Management 47: 52-64.
Shelton, T. (2013). Business models for the social mobile cloud: Transform your business using social media, mobile internet, and cloud computing, Wiley Online Library.
Sindakis, S., et al. (2017). Coopetition and Knowledge Dynamics: Knowledge Creation and Management for Growth. Global Opportunities for Entrepreneurial Growth: Coopetition and Knowledge Dynamics within and across Firms. S. Stavros and T. Panagiotis, Emerald Publishing Limited: 165-185.
Singhal, K. and J. Singhal (2012). "Imperatives of the science of operations and supply-chain management." Journal of Operations Management 30(3): 237-244.
Sophus Lai, S. and S. Flensburg (2020). "A proxy for privacy uncovering the surveillance ecology of mobile apps." Big Data & Society 7(2): 2053951720942543.
Streukens, S. and S. Leroi-Werelds (2016). "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results." European Management Journal 34(6): 618-632.
Tan, F. T. C., et al. (2020). "Digital transformation of business ecosystems: Evidence from the Korean pop industry." Information Systems Journal 30(5): 866-898.
Thomas Keith, T. (2019). Bridging social boundaries and building social connectedness: Through youth development programs.
Tsatsou, P., et al. (2010). "Towards a Taxonomy for Regulatory Issues in a Digital Business Ecosystem in the EU." Journal of Information Technology 25(3): 288-307.
Urbinati, A., et al. (2019). "Creating and capturing value from Big Data: A multiple-case study analysis of provider companies." Technovation 84-85: 21-36.
Vecchio, P. D., et al. (2018). "Creating value from Social Big Data: Implications for Smart Tourism Destinations." Information Processing & Management 54(5): 847-860.
Wang, P. (2021). "Connecting the Parts with the Whole: Toward an Information Ecology Theory of Digital Innovation Ecosystems." MIS Quarterly 45(1): 397-422.
Wang, J., Zareapoor, M., Chen, Y. C., Shamsolmoali, P., & Xie, J. (2022). What influences news learning and sharing on mobile platforms? An analysis of multi-level informational factors. Library Hi Tech, (ahead-of-print).
Weiss, J. and A. Seric (2020). "Industrial policy: Clarifying options through taxonomy and decision trees." Development Policy Review.
Wetzels, M., et al. (2009). "Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration." MIS Quarterly 33(1): 177-195.
Wu, P., et al. (2018). "Developing a conceptual framework to improve the implementation of 3D printing technology in the construction industry." Architectural Science Review 61(3): 133-142.
Zhang, T., et al. (2017). "Engaging Generation Y to Co-Create Through Mobile Technology." International Journal of Electronic Commerce 21(4): 489-516.
.Zhang, T., Lu, C., & Kizildag, M. (2017). Engaging Generation Y to Co-Create Through Mobile Technology. International Journal of Electronic Commerce, 21(4), 489-516. https://doi.org/10.1080/10864415.2016.1355639
Zhang, X., Ming, X., Bao, Y., & Liao, X. (2022). System construction for comprehensive industrial ecosystem oriented networked collaborative manufacturing platform (NCMP) based on three chains. Advanced Engineering Informatics, 52, 101538.
Zhao, X., Lynch, J. G., Jr., & Chen, Q. (2010). Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis. Journal of Consumer Research, 37(2), 197-206. https://doi.org/10.1086/651257
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