بررسی تأثیر اکوسیستم اینترنت اشیاء و تحلیل کلان داده بر هوش راهبردی سازمان با میانجی گری اکولوژی خلق ارزش

Abdeshahi1 AliAsghar, RezaeiArjman  Hojat, Vahidian Qazvini Shervin. (2025). Nonlinear Modeling Of The Interaction Of Ethical, Cultural, And Structural Factors On The Intention To Disclose Sensitive Knowledge Using Response Surface Methodology: A Human VersusAI Comparison. StrategicManagement of Organizational Knowledge, 8 (3), 89-113. https://doi.org/10.47176/SMOK.2025.1929. (In Persian)

Abu Afifa, M. M., & Nguyen, N. M. (2022). Nexus among big data analytics, environmental process integration and environmental performance: moderating role of digital learning orientation and environmental strategy. VINE Journal of Information and Knowledge Management Systems, ahead-of-print(ahead-of-print). https://doi.org/10.1108/VJIKMS-05-2022-0186

Al-Ameri, F. M., Alameri, S. A. S., Mahmood, M. F., & Mohammed, N. J. (2023). The Impact of Strategic Intelligence on Organizational Performance: A Textile Sector Perspective of a Developing Economy. The Journal of Modern Project Management, 11(3), 12-21. https://journalmodernpm.com/manuscript/index.php/jmpm/article/view/702

Al Hyasat, O., & Falahat, M. (2025). The role of cybersecurity in driving organizational performance: Evidence from public universities in Jordan. EDPACS, 1–19. https://doi.org/10.1080/07366981.2025.2563961

Al-Khatib, A. W. (2023). Internet of things, big data analytics and operational performance: the mediating effect of supply chain visibility. Journal of Manufacturing Technology Management, 34(1), 1-24. https://doi.org/10.1108/JMTM-08-2022-0310

Ali-Ahmadi, A,R, Mahmoudi-Meimand, M, Bagheri, S, M. & Azarshahi, M,J. (2023). Presenting a model of the effect of strategic intelligence on strategic intuition with the mediating role of strategic mindset (Case study: Active units of the furniture industry in Malayer city. Bi-quarterly Journal of New Explorations in Strategic Business Intelligence. 1(1), 11-30. (In Persian) http://www.nesibjournal.ir/article_190644.html

Andersson S, Aagerup U, Svensson L, Eriksson S (2024), "Challenges and opportunities in the digitalization of the B2B customer journey". Journal of Business & Industrial Marketing, Vol. 39 No. 13 pp. 160–174, doi: https://doi.org/10.1108/JBIM-12-2023-0714

Arias-Pérez, J., Coronado-Medina, A., & Perdomo-Charry, G. (2022). Big data analytics capability as a mediator in the impact of open innovation on firm performance. Journal of Strategy and Management, 15(1), 1-15. https://doi.org/10.1108/JSMA-09-2020-0262

Bazile J, Côté A, Toumi S, Su Z (2025). Strategic intelligence as a resilience capability of global supply chains: Proposal of a conceptual framework based on a systematic literature review. Journal of Global Operations and Strategic Sourcing, Vol. 18 No. 2 pp. 386–413, doi: https://doi.org/10.1108/JGOSS-06-2024-0047

Bhatt, V., Pandey, S., Patel, R., Ghodake, S., Jariwala, H., & Thomas, S. (2024). Predicting online donation intention in donation-based crowdfunding apps: a multi-stage SEM-ANN-NCA model integrating anthropomorphism, satisfaction, trust, and privacy concerns. Journal of Nonprofit & Public Sector Marketing, 37(1), 80–104. https://doi.org/10.1080/10495142.2024.2351012

Chand P, Tarei PK (2024), "Leveraging the interplay of Internet of Things (IoT) capabilities for achieving customer satisfaction in a B2B2C context: an integrative perspective". Journal of Business & Industrial Marketing, Vol. 39 No. 11 pp. 2325–2346. https://doi.org/10.1108/JBIM-06-2023-0314

Chamara, N., Islam, M. D., Bai, G. F., Shi, Y., & Ge, Y. (2022). Ag-IoT for crop and environment monitoring: Past, present, and future. Agricultural systems, 203, 103497. https://doi.org/10.1016/j.agsy.2022.103497

Das S (2022). An IoT business model for public sector retail oil outlets. Information Technology & People, 35(7), 2344–2367, doi: https://doi.org/10.1108/ITP-08-2020-0570

Davali, M. M., Naghdzadeh, A., & Rasouli, N. (2023). Designing an Organizational Intelligence Model with the Data Analysis Technique. Sciences and Techniques of Information Management, 9(1), 139-170. https://doi.org/10.22091/stim.2022.7931.1749 (In Persian)

Egwuonwu, A., Mordi, C., Egwuonwu, A., & Uadiale, O. (2022). The influence of blockchains and internet of things on global value chain. Strategic Change, 31(1), 45–55. https://doi.org/10.1002/jsc.2484

Fantazy K, Tipu SAA (2024), "Linking big data analytics capability and sustainable supply chain performance: mediating role of knowledge development". Management Research Review, Vol. 47 No. 4 pp. 512–536, doi: https://doi.org/10.1108/MRR-01-2023-0018

Feng, N., Tu, S., & Guo, F. (2024). Big-data analytics capability, value creation process, and collaboration innovation quality in manufacturing enterprises: a knowledge-based view. Computers & Industrial Engineering, 187, 109804. https://doi.org/10.1016/j.cie.2023.109804

García-Madurga, M.-Á., Grilló-Méndez, A.-J., & Esteban-Navarro, M.-Á. (2020). Territorial Intelligence, a Collective Challenge for Sustainable Development: A Scoping Review. Social Sciences, 9(7), 126. https://doi.org/10.3390/socsci9070126

George N, Karna A, Sud M. Entrepreneurship through the lens of dynamic managerial capabilities: a review of the literature. Journal of Management & Organization. 2022;28(3):605-631. doi:10.1017/jmo.2022.25

Ghasemi Hamedani, I., Bashkoh Ajirloo, M., Rahimi Kalor, H., & Seif Elahi Anar, N. (2024). Analyzing the moderating role of smart business ecosystem characteristics in the relationship between knowledge sharing and entrepreneurship growth in the tourism industry. Library and Information Science, 27(1), 5-35. doi: 10.30481/lis.2024.424799.2116 (In Persian)

Gorai, J., Kumar , A., & Angadi, G. R. (2024). Smart PLS-SEM modeling: Developing an administrators’ perception and attitude scale for apprenticeship programme. Multidisciplinary Science Journal, 6(12), 2024260. https://doi.org/10.31893/multiscience.2024260

Habibi, A., Adenpour, Maryam. (2017). Structural Equation Modeling and Factor Analysis (Lisrel Software Practical Training). Jihad Daneshgahi Publishing Organization. ISBN: 9786004600279 . (In Persian)

Hair JF, Sarstedt M, Ringle CM, Sharma PN, Liengaard BD (2024), "Going beyond the untold facts in PLS–SEM and moving forward". European Journal of Marketing, 58(13), 81–106. https://doi.org/10.1108/EJM-08-2023-0645

Harivardhagini, S., Pranavanand, S., & Raghuram, A .(2025). Ensemble model with combined feature set for Big data classification in IoT scenario. Data & Knowledge Engineering, 159, 102447. https://doi.org/10.1016/j.datak.2025.102447

Hearn, G., Roodhouse, S., & Blakey, J. (2007). FROM VALUE CHAIN TO VALUE CREATING ECOLOGY: Implications for creative industries development policy. International Journal of Cultural Policy, 13(4), 419–436. https://doi.org/10.1080/10286630701683367

Heydarian, H., Babaeizad, A., Rais Chur Rajabali, Ali., & Shamsuddin, S.(2025). Designing a comparative model of intra-organizational strategic intelligence: public and private organizations. Journal of Management, Education and Development in the Digital Age. 2(6). https://doi.org/10.61838/medda.193  (In Persian)

Hillebrand, L., Raisch, S., & Schad, J. (2025). Managing with artificial intelligence: An integrative framework. Academy of Management Annals, 19(1), 343-375. https://doi.org/10.5465/annals.2022.0072

Ibrahim, A, A., Ahmad, S,Z., & Abu Bakar, A,R. (2025). Impact of competitive intelligence on firm sustainable competitiveness and performance: strategic design collaboration’s mediating role. Management Research Review, 48(2), 231–257. https://doi.org/10.1108/MRR-04-2024-0280

Imjai Narinthon, Nui-Suk Chawapong, Usman Berto, Somwethee Phiphop, Aujirapongpan Somnuk. (2024). The influence of AI competency and design thinking skills on innovative entrepreneurial competency: The role of strategic intelligence amongst new age entrepreneurs in Thailand. International Journal of Information Management Data Insights, 4(2). 100-130. https://doi.org/10.1016/j.jjimei.2024.100301.

Isibor, N. J., Ewim, C. P. M., Adaga, E. M., Sam-Bulya, N. J., Ibeh, A. I., & Achumie, G. O. (2025). A Strategic Agility And Market Intelligence Framework For Entrepreneurs: Enhancing Financial Planning And Competitive Advantage. Multidisciplinary Journal Of Management And Social Sciences, 2(1). 215-238. https://nigerianjournalsonline.org/index.php/MJMSS/article/view/351

Jagódka M (2025), "Typification of Polish regions based on human capital and innovativeness: a cluster analysis approach". Transforming Government: People, Process and Policy, Vol. 19 No. 3 pp. 614–637. https://doi.org/10.1108/TG-02-2025-0050

Jones, C., Penaluna, K., & Penaluna, A. (2020), Value creation in entrepreneurial education: towards a unified approach. Education + Training, 63(1), 101–113. https://doi.org/10.1108/ET-06-2020-0165

Khorshid, S. (2024). Exploring how strategic sensitivity and leadership unity of the university influence the innovativeness of faculty. Journal of Strategy and Management, 17(4), 607–633. https://doi.org/10.1108/JSMA-11-2023-0302

Kock, N. (2019). Factor-Based Structural Equation Modeling with Warppls. Australasian Marketing Journal, 27(1), 57-63. https://doi.org/10.1016/j.ausmj.2019.02.002

Koval, V., Arsawan, I. W. E., Suryantini, N. P. S., Kovbasenko, S., Fisunenko, N., & Aloshyna, T. (2023). Circular Economy and Sustainability-Oriented Innovation: Conceptual Framework and Energy Future Avenue. Energies, 16(1), 243. https://doi.org/10.3390/en16010243

Kum YT, Yap JBH, Lew Y, Lee WP (2024), "Transforming construction health and safety management during COVID-19 pandemic using innovative technologies: PLS-SEM approach". Engineering, Construction and Architectural Management, Vol. 31 No. 7 pp. 2770–2808. https://doi.org/10.1108/ECAM-08-2022-0780

Langabeer, J. R., & Champagne-Langabeer, T. (2024). Strategic Intelligence. In Essentials of Healthcare Strategy and Performance Management (pp. 28-40). Productivity Press. https://doi.org/10.4324/9781032623726

Liang, T. Y. (2015). Relativistic complexity, adaptive governance and the intelligence leadership. Human Systems Management, 34(3), 201-223. https://doi.org/10.3233/HSM-150841

Li, X., Ning, Z., Rui, J., Shaomin, L., Xiaomin, S., Xuefa, W., Dongxiu, W., Yan, Z., Jianwen, G., Shiping, C., Ziwei, X., Mingguo, M., Tianming, W., Yonghua, Q., Xinwei, W., Fangming, W., & Yuke, Z. (2019).Internet of Things to network smart devices for ecosystem monitoring, Science Bulletin. 64(17). 1234-1245. https://doi.org/10.1016/j.scib.2019.07.004.

Lim, W, M. (2024). A typology of validity: content, face, convergent, discriminant, nomological and predictive validity. Journal of Trade Science, 12(3), 155–179. https://doi.org/10.1108/JTS-03-2024-0016

Li, Y., & Gao, L. (2025). AI-enabled industrial policy and knowledge spillovers: Evidence from China’s pilot cities. Finance Research Open, 1(3), 100040. https://doi.org/10.1016/j.finr.2025.100040

Luo, B. (2022). A method for enterprise network innovation performance management based on deep learning and Internet of Things. Mathematical Problems in Engineering, 2022(1), 8277426. https://doi.org/10.1155/2022/8277426

LYNN, MARY R.. Determination and Quantification Of Content Validity. Nursing Research 35(6):p 382-386 https://journals.lww.com/nursingresearchonline/citation/1986/11000/determination_and_quantification_of_content.17.aspx.

Madaan, N., Mohd Abdul, A., & Sunil M..(2018). Data integration in IoT ecosystem: Information linkage as a privacy threat. Computer Law & Security Review. 34(1). 125-133. https://doi.org/10.1016/j.clsr.2017.06.007

Mandel, D. R., & Irwin, D. (2021). Tracking accuracy of strategic intelligence forecasts: Findings from a long-term Canadian study. Futures & Foresight Science, 3(4), e298. https://doi.org/10.1002/ffo2.98

Manger, G. (2024). Unravelling effectiveness in intelligence: a systematic review. Intelligence and National Security, 39(7), 1136–1157. https://doi.org/10.1080/02684527.2024.2370132

Miehe, R. (2025). Life cycle theory of value creation - context and perspectives. Procedia CIRP, 135, 732-737. https://doi.org/10.1016/j.procir.2024.12.081

Mirghafoori, S, H., Rayatpoor, M, M., & Saffari Darberazi, A. (2025). Analysis Of Factors Influencing Knowledge Flow Using Multi-Criteria Decision-Making Techniques (The Case Of Study: Knowledge-Based Companies In Yazd Science And Technology Park). Strategic Management of Organizational Knowledge, 8 (3), 147-175. https://doi.org/10.47176/smok.2025.1940 . (In Persian)

Mohindru, G., Mondal, K., & Banka, H. (2020). Internet of Things and data analytics: A current review. WIREs Data Mining and Knowledge Discovery, 10(3), e1341. https://doi.org/https://doi.org/10.1002/widm.1341

Mousavi, M., Rastgar Abbas, A., & Shafiei Nikabadi, M. (2025). The Role Of Artificial Intelligence In Promoting The Knowledge Of Positive Human Resource Management: A Causal Model. Strategic Management of Organizational Knowledge, 8 (3), 11-35. https://doi.org/10.47176/smok.2025.1891 (In Persian)

Narinthon, I., Chawapong, N., Berto, U., Phiphop, S., & Somnuk, A.(2024). The influence of AI competency and design thinking skills on innovative entrepreneurial competency: The role of strategic intelligence amongst new age entrepreneurs in Thailand. International Journal of Information Management Data Insights. 4(2). Pp.101-132. https://doi.org/10.1016/j.jjimei.2024.100301

Ordonez, C., Macyna, W., & Bellatreche, L. (2024). Data engineering and modeling for artificial intelligence. Data & Knowledge Engineering, 153, 102346. https://doi.org/10.1016/j.datak.2024.102346

Qamari, S., & Azarshahi, M, J. (2023). The role of strategic intelligence in organizational agility (case study: supervisory areas of Hamedan city banks). New explorations in strategic business intelligence 1(1), 71-85. (In Persian) https://doi.org/10.22034/nesib.2024.190649

Rahman, A., Islam, J., & Kundu, D. (2025). Impacts of blockchain in software-defined Internet of Things ecosystem with Network Function Virtualization for smart applications: Present perspectives and future directions. Int J Commun Syst, 38(1):e5429. https://doi.org/10.1002/dac.5429

Ringle M. Christian, Sarstedt Marko, Sinkovics Noemi, Sinkovics R.  Rudolf.(2023).A perspective on using partial least squares structural equation modelling in data articles. Data in Brief. Volume 48,109-174. https://doi.org/10.1016/j.dib.2023.109074

Robinson, D. K. R., Schoen, A., Larédo, P., Gallart, J. M., Warnke, P., Kuhlmann, S., & Ordóñez-Matamoros, G. (2021). Policy lensing of future-oriented strategic intelligence: An experiment connecting foresight with decision making contexts. Technological Forecasting and Social Change, 169, 120803. https://doi.org/10.1016/j.techfore.2021.120803

Rossiter JR (2011), "Marketing measurement revolution: The C‐OAR‐SE method and why it must replace psychometrics". European Journal of Marketing, Vol. 45 No. 11-12 pp. 1561–1588. https://doi.org/10.1108/03090561111167298

Rostamzadeh, R., Nikie, M., Abdsharafat, M., Baghirov, F., & Khouri, S.(2024). Evaluating the Impact of Future Studies on Organizational Strategic intelligence, Transformations in Business & Economics, 23(63), 161-187. https://short.do/I5kiT6

Roustaei, N., & Taghavi, N. (2023). The effect of strategic intelligence on competitive advantage with entrepreneurship. Strategic Management Studies Quarterly, 14(53), 213-230. https://doi.org/10.22034/smsj.2023.169399  (In Persian)

SAEEDI, R. (2018). An ecological model for knowledge management on the interaction within ecosystems. Journal of Organizational Behavior Research, 3(2), 1-26.  https://odad.org/article/an-ecological-model-for-knowledge-management-based-on-the-interaction-within-ecosystems

Saeedi, R. (2022). Ecological Value Creation: A Novel Economic Paradigm of Interactions in Business Ecosystems. World Futures, 79(2), 320–346. https://doi.org/10.1080/02604027.2022.2094196

Saeidi, R. (2023). Reflective– formative Type II model of ecosystem – ecosystem: alignment with value creating ecology through PLS-SEM. Interdisciplinary Journal of Management Studies, 16(4), 873-887. https://doi.org/10.22059/ijms.2023.341996.675073

Sarjito, A. (2024). Integrating Risk Intelligence into Defense Policy: A Strategic Risk Management Approach. Jurnal Ilmu Sosial Dan Humaniora, 3(2), 201–218. https://doi.org/10.57248/jishum.v3i2.496

Sullivan, Yulia., Fosso Wamba, S., & Dunaway, Mary. (2023). Internet of Things and Competitive Advantage: A Dynamic Capabilities Perspective, Journal of the Association for Information Systems, 24(3), 745-781. DOI: 10.17705/1jais.00807

Talaoui Y, Kohtamäki M (2021). 35 years of research on business intelligence process: a synthesis of a fragmented literature. Management Research Review, 44(5), 677–717. https://doi.org/10.1108/MRR-07-2020-0386

Tasic, I., & Cano, M.-D. (2024). An orchestrated IoT-based blockchain system to foster innovation in agritech. IET Collaborative Intelligent Manufacturing, 6(2), e12109. https://doi.org/https://doi.org/10.1049/cim2.12109

Tan, C,Y., Rahman, R,A., & Lee, Y,S. (2025). Modelling the WELL building concepts for office environments: PLS-SEM approach. Journal of Engineering, Design and Technology, 23(2), 618–639. https://doi.org/10.1108/JEDT-04-2023-0141

Tavakoli, M, H., & Momivand, H. (2025). The Evolution Of Knowledge Management Generations With A Focus On The Fourth Generation: Revisiting The SECI Model. Strategic Management of Organizational Knowledge, 8 (3) , 114-146. https://doi.org/10.47176/smok.2025.1938 . (In Persian)

Thompson, R. (2025). Performance Optimization Strategies Across Contemporary Industry Practices. Journal of Science, Innovation & Social Impact, 1(1), 115-127. https://sagespress.com/index.php/JSISI/article/view/19

Valcanover VM, da Costa Jr. N, Vieira KM (2025), "Developing a scale of investor susceptibility to interpersonal influence: experience from Brazilian individual investors". International Journal of Bank Marketing, Vol. 43 No. 10 pp. 2025–2050. https://doi.org/10.1108/IJBM-09-2024-0565

Yang, Y., & Tang, M. (2025). Analysis of the impact mechanisms of the digital economy and executive risk preference on the intelligent transformation of enterprises. International Review of Economics & Finance, 102, 104389. https://doi.org/10.1016/j.iref.2025.104389

Yogen, S, K., Babu, Ge. (2024). The evolution of Internet of Things (IoT) research in business management: a systematic review of the literature. Journal of Internet and Digital Economics, 4 (3): 242–265. https://doi.org/10.1108/JIDE-12-2023-0026

Zahedi, A, Ehsan. (2025). Integrating Knowledge Management And Artificial Intelligence To Improve Human Resource Performance (Case Study: Government Offices Of Markazi Province). Strategic Management of Organizational Knowledge, 8 (2), 36-61. https://doi.org/10.47176/smok.2025.1913 . (In Persian)

Zhao, W., & Yi, L. (2022). Research on the evolution of the innovation ecosystem of the Internet of Things: A case study of Xiaomi (China). Procedia Computer Science, 199, 56-62.

Zonnenshain, A., & Kenett, R. S. (2020). Quality 4.0—the challenging future of quality engineering. Quality Engineering, 32(4), 614–626. https://doi.org/10.1080/08982112.2019.1706744