Research
Our research delves into the realm of digital transformation across diverse industries and sectors, aiming to gain deeper insights into the impact of digitization on our evolving world.
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2026
Bordeleau, F.-E. (2026). Surviving Disruptions: Exploitation or Exploration for Data Value Creation. IEEE Engineering Management Review, 1鈥�17. https://doi.org/10.1109/EMR.2026.3673570 []
Jing, L., Shan, W., Evans, R., & Shi, X. (2026). To continue consultation or not? How physicians鈥� information cues affect patients continued online consultation behavior. Electronic Commerce Research, 26(1), 929鈥�963. https://doi.org/10.1007/s10660-024-09912-8 []
Johan, T. R., Lee, K. Y., Koo, T. K. B., Gonzalez, P., & Yu, B. (2026). Exploring the Effects of Virtual Entertainers Versus Human Entertainers on Consumer Purchase Intentions for Music and the Products they Endorse as Influencers: The Effect of Virtual and Human Entertainers on Purchase Intentions. Information Systems Frontiers. https://doi.org/10.1007/s10796-026-10752-0 []
Mubarak, M. F., & Evans, R. (2026). Social product development: a systematic review and reference model. Journal of Engineering Design, 37(3), 590鈥�611. https://doi.org/10.1080/09544828.2025.2549950 []
Mubarak, M.F., Evans, R., Nazir, S., Shahzad, K., Jucevicius, G. (2026). Challenges in Adoption of AI-Driven Collaborative Innovation. In: Dabi膰, M., Tariq, A., Torkkeli, M. (eds) Artificial Humans. Future of Business and Finance. Springer, Cham. https://doi.org/10.1007/978-3-032-06604-6_8 []
Mubarak, M. F., Evans, R., Shabbir, M., Ghobakhloo, M., Petraite, M., & Jucevicius, G. (2026). Driving new product development performance: The mediating role of absorptive capacity in open innovation for SMEs. Journal of Manufacturing Technology Management, 37(3), 641鈥�656.10.1108/JMTM-11-2024-0642 []
Song, D., Deng, Z., & Evans, R. (2026). The impact of intelligent decision support systems on social loafing in the workplace: The role of technology affordance and moral disengagement. Technological Forecasting & Social Change, 224, Article 124482. https://doi.org/10.1016/j.techfore.2025.124482 []
Taylor, S., Taylor, S., Lin, S., & Keselj, V. (2026). Hey ChatGPT鈥擨s a Louis Vuitton Bag an Investment? Evaluating LLM Readiness for Use in Financial Literacy and Education. Journal of Emerging Technologies in Accounting, 23(1), 199鈥�219. https://doi.org/10.2308/JETA-2023-066 []
Wang, Y., Deng, Z., Deng, Z., & Evans, R. (2026). A Comprehensive Risk Analysis Framework for Medical AI: A Mixed鈥怣ethods Approach. Risk Analysis, 46(3), e70192. https://doi.org/10.1111/risa.70192 []
Wei F,听Feng N,听Ruan F,听Shi B,听Evans RD (2026;), "Interorganizational heterogeneity and collaborative innovation performance within platform ecosystems: a meta-analysis".听Journal of Knowledge Management, Vol. ahead-of-print No. ahead-of-print.听https://doi.org/10.1108/JKM-11-2024-1397 []
Zeng, R., Zhu, D., & Evans, R. (2026). When algorithms fail us: perceived algorithmic ineffectiveness, psychological reactance, and implicit personality as drivers of algorithm aversion behavior on short-form video platforms. Humanities & Social Sciences Communications, 13(1), Article 266. https://doi.org/10.1057/s41599-026-06573-w []
Zhang, W., Li, J., Guo, F., Zhu, C., Kludacz-Alessandri, M., & Evans, R. (2026). Diffusion of responsibility: Patient moral judgments of generative AI-informed clinical decisions. Social Science & Medicine (1982), 392, Article 118928. https://doi.org/10.1016/j.socscimed.2026.118928 []
2025
Acu帽a-Cid, H. A., Ahumada-Tello, E., Ovalle-Osuna, 脫. O., Evans, R., Hern谩ndez-R铆os, J. E., & Zambrano-Soto, M. A. (2025). CRISP-NET: Integration of the CRISP-DM Model with Network Analysis. Machine Learning and Knowledge Extraction, 7(3), 101. https://doi.org/10.3390/make7030101 []
Ahmed, S., & Bordeleau, F.-E. (2025). Supporting the backbone: A typology of governments' roles for the digital transformation of SMEs. In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 1796鈥�1805). []
Bordeleau, F.-E. (2025). Avoiding digital bottlenecks: Information use variation within organizations. In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 3593鈥�3602). [LINK]
Bordeleau, F.-E., & 脺lk眉, M. A. (2025). Digital twins, supply chains, and sustainability: An overview. In Technological innovations and Industry 5.0: A supply chain perspective (Chap. 9). Elsevier. https://doi.org/10.1016/B978-0-443-32880-0.00005-X10.1109/INFOTEH64129.2025.10959227 听[]
Chen, Q., Pamirzad, Q. H., Adina, M. S., & Evans, R. (2025). Social media diplomacy for social visibility and social approval: strategic communication of the Taliban de facto government on Twitter. Journal of Information Technology & Politics, 1鈥�18. https://doi.org/10.1080/19331681.2025.2548462 []
Conrad, C. (2025). "How Awareness of a User鈥檚 Cognitive State Can Improve Human-AI Teams,"听Progress in IS, in: Constantinos K. Coursaris & Joerg Beringer & Pierre-Majorique L茅ger & Burak 脰z (ed.),听The Design of Human-Centered Artificial Intelligence for the Workplace, pages 281-291, Springer. 10.1007/978-3-032-00815-2_5 []
Cuvero, M., Granados, M. L., Pilkington, A., Evans, R., Ko, W. W., Bortnovskaya, M., & Wang, C. L. (2025). How Entrepreneurs Absorb Knowledge Spillovers During Innovative Product Development: Evidence From UK Start鈥怳ps. R & D Management, 55(4), 1381鈥�1399. https://doi.org/10.1111/radm.12768 []
David, R.-G., Flores-Sanchez, C. A., Evans, R., Mubarak, M. F., & Eduardo, A.-T. (2025). Bridging Knowledge and Innovation in River Restoration: A Scoping Review of Open Innovation and Knowledge Management. 2025 International Conference on Business Intelligence for Technology Innovation (ICBITI), 1鈥�7. https://doi.org/10.1109/ICBITI65527.2025.11500852 []
Deng, Z., Song, D., & Evans, R. (2025). Can we trust AI? Exploring the effect of estimated accuracy and the actual performance of AI systems on human鈥揂I collaboration. Journal of Electronic Commerce Research, 26(3), 170鈥�193. []
Deng Z,听Tang Y,听Wu M,听Evans, R. (2025;), "Can anthropomorphism bring better persuasiveness? An empirical study on听online health risk information".听Internet Research, Vol. ahead-of-print No. ahead-of-print.听https://doi.org/10.1108/INTR-05-2024-0743 []
Deng, Z., Deng, Z., Liu, S., & Evans, R. (2025). Knowledge transfer between physicians from different geographical regions in China鈥檚 online health communities. Information Technology and Management, 26(1), 83鈥�100. https://doi.org/10.1007/s10799-023-00400-3 []
Deng, Z., Ma, R., Wu, M., & Evans, R. (2025). Netizens鈥� concerns during COVID-19: a topic evolution analysis of Chinese social media platforms. Kybernetes, 54(2), 1109鈥�1127. https://doi.org/10.1108/K-04-2023-0583 []
Fereidoonian, S., & Conrad, C. (2025). How privacy calculus drives fatigue-induced disclosure in generative AI. In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 1237鈥�1241). []
Gonzalez, P. A., & Karimy, P. (2025). Breaking barriers: Retention strategies for underrepresented groups in the IT workforce. In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 4352鈥�4356). []
Manzke, L., Conrad, C., Marchildon, P., Raisinghani, M., & Xie, R. (2025). Artificial intelligence in the classroom: Can GenAI teach effectively? In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 4890鈥�4894). []
Mubarak, M. F., Evans, R., Petraite, M., Jucevicius, G., & Shahzad, K. (2025). Issues in managing open innovation-based supplier networks in Industry 5.0 context. In J. Vilko (Ed.), Technological innovations and Industry 5.0: A supply chain perspective (pp. 135鈥�155). Elsevier. https://doi.org/10.1016/B978-0-443-33813-7.00008-710.1109/EMR.2024.3499749 []
Mubarak, M.F., Petraite, M., Shabbir, M., Evans, R., Pilkova, A. (2025). Capitalizing Innovation Capabilities for Smart Value Chain Management in Collaborative Innovation Networks. In: Mubarik, M.S., Khan, S.A. (eds) Smart Supply Chain Management. Springer, Singapore. https://doi.org/10.1007/978-981-96-1333-5_4 []
Mubarak, M. F., Jucevicius, G., Shabbir, M., Petraite, M., Ghobakhloo, M., & Evans, R. (2025). Strategic foresight, knowledge management, and open innovation: Drivers of new product development success. Journal of Innovation & Knowledge, 10(2), Article 100654. https://doi.org/10.1016/j.jik.2025.100654 []
Mubarak, M. F., Jucevicius, G., Evans, R., Petraite, M., & Fathi, M. (2025). Navigating Interdependencies In Collaborative Innovation: A Data-Driven Dematel Framework. SAGE Open, 15(4). https://doi.org/10.1177/21582440251387390 []
Nissen, A., Conrad, C., Seeber, I., & Newman, A. J. (2025). Why Do We Follow Virtual Influencer Recommendations? Three Theoretical Explanations from Brain Data Tested with Self-Reports. Journal of the Association for Information Systems, 26(4), 1042. https://doi.org/10.17705/1jais.00930 []
Nwogu, U., Mubarak, M. F., Cuvero, M., & Evans, R. (2025). Open and Digital Innovation: Intellectual Structure, Global Trends, and Future Research Directions. 2025 IEEE Technology and Engineering Management Society Conference - Global (TEMSCON Global), 1鈥�6. https://doi.org/10.1109/TEMSCONGlobal64363.2025.11238281 []
Nwogu, U., Mubarak, M. F., Cuvero, M., & Evans, R. (2025). Collaborative Innovation in Early-stage Startups: Insights from Nova Scotia鈥檚 Innovation Ecosystem. 2025 IEEE Technology and Engineering Management Society Conference - Global (TEMSCON Global), 1鈥�6. https://doi.org/10.1109/TEMSCONGlobal64363.2025.11238339 []
Onwuka, B., Gonzalez, P. A., Aubert, B., O鈥橠onnell, D., MacKinnon, N. J., Beaton, C., & Barker, J. R. (2025). Trends and Contributing Factors in Medication Home Delivery Incidents in Community Pharmacies Before and After COVID-19: A Retrospective Analysis. Inquiry (Chicago), 62, 469580251375868. https://doi.org/10.1177/00469580251375868 []
Shahzad, K., Hafeez, S., Heimo, T., Maenpaa, A., Mubarak, M. F., & Evans, R. (2025). Developing the Innovation Capabilities of SMEs: The Role of Intermediary Firms in Knowledge Ecosystems. IEEE Transactions on Engineering Management, 72, 604鈥�618. https://doi.org/10.1109/TEM.2025.3543779 []
Shakeeb, H., & Conrad, C. (2025). Sounding trustworthy: AI-generated audio outperforms video and images in political communication. In Proceedings of the Americas Conference on Information Systems (AMCIS 2025) (pp. 1252鈥�1261). []
Shan, W., Luan, J., & Evans, R. (2025). Editorial: Exploration of decision neuroscience research in the digital era. Frontiers in Psychology, 16, 1682163. https://doi.org/10.3389/fpsyg.2025.1682163 []
Shi, R., Shan, W., Evans, R., & Wang, Q. (2025). Artificial intelligence-driven energy technology innovation: Dynamic impact and mechanism exploration. Energy Economics, 147, Article 108541. https://doi.org/10.1016/j.eneco.2025.108541 []
Zeng, R., Yang, L., Zhang, W., Evans, R., & Luo, J. (2025). Government social media and citizen trust: the mediating role of psychological distance and perceived government performance. Public Management Review, 1鈥�24. https://doi.org/10.1080/14719037.2025.2566457 []
Zhang, W., Guo, Z., Zhu, C., Bakaev, M., Zhang, J., & Evans, R. (2025). Workplace Cyberbullying Among Healthcare Workers: A Systematic Review of the Prevalence, Antecedents and Consequences. International Journal of Mental Health Nursing, 34(5), e70157-n/a. https://doi.org/10.1111/inm.70157 []
Zhang, W., Xuan, J., Cai, M., Kludacz-Alessandri, M., & Evans, R. (2025). Impact of patient engagement types on doctors鈥� service provision in online health communities. Patient Education and Counseling, 134, Article 108700. https://doi.org/10.1016/j.pec.2025.108700 []
Zhang, W., Guo, F., Cheng, W., Evans, R., Kludacz-Alessandri, M., & Zhu, C. (2025). Examining healthcare workers鈥� engagement with social media-based health education: Influencing factors, challenges, and future directions. Patient Education and Counseling, 131, Article 108577. https://doi.org/10.1016/j.pec.2024.108577 []
Zhu, X., Dai, W., Evans, R., Geng, X., Mu, A., & Liu, Z. (2025). Current Landscape and Future Directions Regarding Generative Large Language Models in Stroke Care: Scoping Review. JMIR Medical Informatics, 13, e76636. https://doi.org/10.2196/76636 []