📋 Delineation: Literature indexed here published prior to 2025 establishes the multi-year socio-technical and architectural foundations of our research group. Contributions dated 2026 and onward directly articulate active, empirical milestones of the current project roadmap.
🚀 Active Project Manifest (2026+)
(Currently None)
We are actively curating the latest publications from our collaborative research clusters. You can explore our ongoing literature monitoring in our Zotero collections: GBS & GCC, IRDS, and iSSdB. Please contact us if you would like to discuss how your work aligns with our research roadmap or context.
🔬 Foundational Contextual Portfolio (Pre-2025)
Our research group maps the Green Digital Transformation (GDT) trajectory, evolving from high-level carbon metrics to operational ecosystem design. The socio-technical foundations of our work are grounded in the initial scientometric analysis of carbon neutrality policies (Zhang et al., 2021) and the subsequent development of resilience taxonomies for global supply chains (Liao, Lo, et al., 2023; Pan et al., 2023). We have since operationalized these frameworks through smart digital platforms for carbon-neutral service design (Liao, Pan, et al., 2023b) and ESG capability building via partner maps (Liao, Pan, et al., 2023a), culminating in our integrated framework for ecosystem-inspired sustainable innovation (Liao et al., 2024).
References
Liao, H.-T., Lo, T.-M., & Pan, C.-L. (2023). Knowledge
Mapping Analysis of
Intelligent Ports:
Research Facing Global Value Chain Challenges.
Systems,
11(2), 88.
https://doi.org/10.3390/systems11020088
Liao, H.-T., Pan, C.-L., & Wu, Z. (2024). Digital transformation and innovation and business ecosystems:
A bibliometric analysis for conceptual insights and collaborative practices for ecosystem innovation.
International Journal of Innovation Studies,
8(4), 406–431.
https://doi.org/10.1016/j.ijis.2024.04.003
Liao, H.-T., Pan, C.-L., & Zhang, Y. (2023a). Collaborating on
ESG consulting, reporting, and communicating education:
Using partner maps for capability building design.
Frontiers in Environmental Science,
11, 1119011.
https://doi.org/10.3389/fenvs.2023.1119011
Liao, H.-T., Pan, C.-L., & Zhang, Y. (2023b). Smart digital platforms for carbon neutral management and services:
Business models based on
ITU standards for green digital transformation.
Frontiers in Ecology and Evolution,
11, 1134381.
https://doi.org/10.3389/fevo.2023.1134381
Pan, C.-L., Liao, H.-T., & Zhang, Y. (2023). Knowledge mapping of resilience and human rights in supply chains:
A roadmapping taxonomy for twin green and digital transition design.
Frontiers in Environmental Science,
11, 1152345.
https://doi.org/10.3389/fenvs.2023.1152345
Zhang, Y., Pan, C.-L., & Liao, H.-T. (2021). Carbon
Neutrality Policies and
Technologies:
A Scientometric Analysis of
Social Science Disciplines.
Frontiers in Environmental Science,
9, 761736.
https://doi.org/10.3389/fenvs.2021.761736
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