Nikolić, D. and Ewart, I. (2026) Going beyond net zero: Digital twins for achieving socio-ecological sustainability in the built environment. Smart and Sustainable Built Environment, 15(5), pp. 2015-2037. ISSN 2046-6099
Abstract
Purpose – In this paper, we review and discuss the contemporary research on large-scale digital twins (DTs) to identify the extent of socio-ecological and systems thinking in the context of the sustainable built environment. We unpack the techno-rationalist view that relies on technology for problem-solving and argue that DTs can facilitate a more nuanced assessment of sustainability challenges, including social equity, cultural preservation and ecological resilience. Design/methodology/approach – We conducted a content analysis-based review of studies drawing from Scopus and Web of Science databases using search strings to identify studies that develop complex, socio-ecologically aligned DTs at neighborhood and city scales. We excluded studies that focused on a single building or a technology, as well as those that were situated in physical sciences, such as energy fuels, chemistry or mathematics, to understand the extents of system complexity and interdisciplinary thinking, types of integrated data, DT maturity and underlying challenges for future research directions. Findings – The findings illustrate the early stages of the DT development with respect to complex systems. Despite the relatively few studies reporting more mature and complex DT models, we illustrate how large-scale DT developments remain largely domain-specific, with projects yet to be seen as interventions within larger complex systems. Originality/value – We contribute to the understanding of applying systems thinking in the development of socio-ecological urban DTs. We identify key considerations and propose a preliminary framework for creating purpose-driven DTs, aiming to foster more impactful questions regarding their purpose and value and to support interdisciplinary dialogue.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | digital twin; review; scale; smart city; socio-ecology; systems thinking |
| Index terms: | drawing, smart city, systems thinking, digital twin, methodology, complex system, content analysis, ecology, net zero, science, complexity, database, built environment, sustainability challenge |
| Subjects: | environmental science, specialized education, systems engineering, environmental issues, infrastructure and transport systems, digital engineering, analytical methods, research methods, energy systems, urban sustainability, data analysis and analytics, technical documentation, data management |
| Topics: | Digital Applications, Research Practice, Sustainability, Urban Studies, Engineering Principles, Education, Design Practice |
| Descriptive scope: | 4 PCTA |
N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here