References
- Adile Zouhir, & Fatima Zohra Sossi Alaoui. (2025). Innovations and Entrepreneurial Ecosystems: A Structural Equation Modeling Approach. International Journal Of Applied Management And Economics, 2(13), 299. https://doi.org/10.5281/zenodo.15258502
- Adomako, S., Amankwah-Amoah, J., Danso, A., & Boso, N. (2023). Digital transformation, governance quality and SME innovation in sub-Saharan Africa. Technovation, 122, 102726. https://doi.org/10.1016/j.technovation.2022.102726
- Berneth, J., & Aguinis, H. (2016). A critical review and meta-analysis of the role of moderators in leadership research. Journal of Organizational Behavior, 37(S1), S57–S88. https://doi.org/10.1002/job.2030
- Cassel, C., Hackl, P., & Westlund, A. H. (1999). Robustness of Partial Least-Squares Method for Estimating Latent Variable Quality Structures. Journal of Applied Statistics, 26(4), 435–446. https://doi.org/10.1080/02664769922322
- Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In G. A. Marcoulides (Ed.), Modern Methods for Business Research, 295–336. Lawrence Erlbaum Associates. https://www.taylorfrancis.com/chapters/edit/10.4324/9781410604385-10/partial-least-squares-approach-structural-equation-modeling-wynne-chin
- Chin, W. W., & Newsted, P. R. (1999). Structural Equation Modeling Analysis with Small Samples Using Partial Least Squares. In R. H. Hoyle (Ed.), Statistical Strategies for Small Sample Research, 307–341. Sage Publications. https://us.sagepub.com/en-us/nam/statistical-strategies-for-small-sample-research/book5148
- Ciampi, F., Cheffi, W., & Cinquini, L. (2021). Exploring the impact of digital technologies on business model innovation: The mediating role of internal knowledge sharing. Journal of Business Research, 128, 236–246. https://doi.org/10.1016/j.jbusres.2021.02.046
- Cordova, W., N. Lim, C. T., Ong, H. T., Caraan, H. S., Dela Cruz, G. A. R., & C. Jimenez, E. F. . (2025). Digital Innovation and Entrepreneurial Success in the Philippine MSME Sector: Challenges and Opportunities. ECONOMICS - Innovative and Economics Research Journal, 13(3), 69–82. https://doi.org/10.2478/eoik-2025-0056
- Del Vecchio, P., Mele, G., Ndou, V., & Secundo, G. (2018). Creating value from social big data: Implications for smart tourism destinations. Information Processing & Management, 54(5), 847–860. https://doi.org/10.1016/j.ipm.2017.10.006
- Egodawele, A. D., Wijewardena, N., & Dissanayake, D. (2022). Understanding the effects of digital transformation and innovation capabilities on performance of SMEs. Journal of Small Business and Enterprise Development, 29(3), 374–396. https://doi.org/10.1108/JSBED-09-2020-0327
- El Byere, A., & El Khalkhali, M. (2019). L’impact de la transformation digitale sur la performance des PME marocaines. Revue Marocaine de Recherche en Management et Marketing, 21, 7–27. https://revue-isg.com/index.php/home/article/view/1874
- Elia, G., Margherita, A., & Passiante, G. (2020). Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process. Technological Forecasting and Social Change, 150, 119791. https://doi.org/10.1016/j.techfore.2019.119791
- Fornell, C., & Bookstein, F. L. (1982). Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-Voice Theory. Journal of Marketing Research, 19(4), 440–452. https://doi.org/10.1177/002224378201900406
- Gonzalez-Varona, J. M., Garcia-Morales, V. J., & Martín-Rojas, R. (2023). Digital transformation and learning processes in innovation: The mediating role of absorptive capacity. Technological Forecasting and Social Change, 184, 122006. https://doi.org/10.1016/j.techfore.2022.122006
- Götz, O., Liehr-Gobbers, K., & Krafft, M. (2009). Evaluation of Structural Equation Models Using the Partial Least Squares (PLS) Approach. In V. Esposito Vinzi, W. W. Chin, J. Henseler, & H. Wang (Eds.), Handbook of Partial Least Squares, 691–711. Springer. https://doi.org/10.1007/978-3-540-32827-8_30
- Haenlein, M., & Kaplan, A. M. (2004). A Beginner’s Guide to Partial Least Squares Analysis. Understanding Statistics, 3(4), 283–297. https://doi.org/10.1207/s15328031us0304_4
- Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., & Danks, N. P. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2nd ed.). Springer. https://doi.org/10.1007/978-3-030-80519-7
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2016). Testing Measurement Invariance of Composites Using Partial Least Squares. International Marketing Review, 33(3), 405–431. https://doi.org/10.1108/IMR-09-2014-0304
- Hunady, J., Demeova, E., Chylakova, V. (2025). The Role of Digital Skills and Digitalization in Enhancing Labour Productivity In The EU. Collection of papers new economy, 3, 33-45. https://doi.org/10.61432/CPNE0301033h
- Ilgen, D. R., Hollenbeck, J. R., Johnson, M., & Jundt, D. (2005). Teams in Organizations: From Input–Process–Output Models to IMOI Models. Annual Review of Psychology, 56, 517–543. https://doi.org/10.1146/annurev.psych.56.091103.070250
- Kraus, S., Durst, S., Ferreira, J. J., Veiga, P. M., & Meier, F. (2022). Digital transformation in business and management research: An overview of the current status and a call for further research. International Journal of Information Management, 63, 102439. https://doi.org/10.1016/j.ijinfomgt.2021.102439
- Lumpkin, G. T., & Dess, G. G. (1996). Clarifying the Entrepreneurial Orientation Construct and Linking it to Performance. Academy of Management Review, 21(1), 135–172. https://doi.org/10.5465/amr.1996.9602161568
- Maroufkhani, P., Wagner, R., Wan Ismail, W. K., Baroto, M. B., & Nourani, M. (2019). Big data analytics and firm performance: A systematic review. Information, 10(7), 226. https://doi.org/10.3390/info10070226
- Neffati, M., & Khemiri. I. (2025). The Impact of Digital Economy on Green Growth in the Kingdom of Saudi Arabia. ECONOMICS - Innovative and Economics Research Journal, 13(3), 261–282. https://doi.org/10.2478/eoik-2025-0065
- Ojeleye, Y.C. & Ojeleye, C.I. (2024). Toxic supervision, dehumanisation and SMEs performance in Nigeria: Moderating role of resilience. Oeconomica Jadertina, 14(1), 41-61. https://doi.org/10.15291/oec.4421
- Pavithra, J. C., & Sundari, V. M. (2025). Economic transformation in the digital age: The nexus between learning and innovation. ECONOMICS - Innovative and Economics Research Journal, 13(3), 167–193. https://doi.org/10.2478/eoik-2025-0061
- Pierre, R., Dionne, M., & Lavigne, V. (2009). Une typologie de la performance organisationnelle : Une analyse empirique basée sur les pratiques de gestion des ressources humaines. Relations Indus-trielles/Industrial Relations, 64(3), 394–420. https://doi.org/10.7202/038603ar
- Scuotto, V., Magni, D., Theofilos, T., & Del Giudice, M. (2022). Chief Digital Officer and organizational creativity toward digitalization. IEEE Transactions on Engineering Management. Advance online publication. https://doi.org/10.1109/TEM.2022.3153395
- Susanti, E., Mulyanti, R. Y., & Wati, L. N. (2023). MSMEs performance and competitive advantage: Evidence from women’s MSMEs in Indonesia. Cogent Business & Management, 10(2), 2239423. https://doi.org/10.1080/23311975.2023.2239423
- Teece, D. J. (1997). Dynamic Capabilities and Strategic Management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
- Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540
- Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Qi Dong, J., Fabian, N., & Haenlein, M. (2021). Digital Transformation: A Multidisciplinary Reflection and Research Agenda. Journal of Business Research, 122, 889–901. https://doi.org/10.1016/j.jbusres.2019.09.022
- Vial, G. (2019). Understanding Digital Transformation: A Review and a Research Agenda. The Journal of Strategic Information Systems, 28(2), 118–144. https://doi.org/10.1016/j.jsis.2019.01.003
- Walker, R. M., Jeanes, E., & Rowlands, R. (2002). Measuring innovation: Applying the literature-based innovation output indicator to public services. Public Administration, 80(2), 201–214. https://doi.org/10.1111/1467-9299.00300
- Wold, H. (1980). Model construction and evaluation when theoretical knowledge is scarce: The use of PLS. In K. Jöreskog & H. Wold (Eds.), Evaluation of Econometric Models, 47–74. Academic Press. https://doi.org/10.1016/B978-0-12-416550-2.50007-8
- Zhang, Z., Zhang, J., & Wang, P. (2024). Measurement of disruptive innovation and its validity based on improved disruption index. Scientometrics, 129(11), 6477–6531. https://doi.org/10.1007/s11192-024-05134-9