Skip to content

SEEDS: a framework for socio-environmental decision support in early-stage building design

Sep 2026 · Smart and Sustainable Built Environment · 0 citations · 36 references

Abstract

Building sustainability certification systems often assess criteria in isolation, overlooking interactions and trade-offs between aspects. This paper introduces SEEDS (Socio-Environmental Early-stage Decision Support), a tool designed to help stakeholders in building design identify and evaluate the impact of socially oriented design intents. SEEDS has been developed through an iterative, incremental process that involves potential end users in testing individual components throughout the development process. The study extends SEEDS in three ways: (1) the catalogue now includes 178 combinations of social intents and design choices derived from real building projects; (2) a novel approach for indicating the realisation of social intents was tested in workshops with 117 participants; and (3) SEEDS data were visualised as an interactive graph network in a proof of concept software tool, with usability assessed through deliberation sessions. Results show that social intents introduced by architects are linked to material or object changes in 86.52% of cases, and 55.06% of cases lead to increased CO2 emissions. Workshop findings reveal significant variation in participants' ability to recognise social intent (0.00–95.60%), highlighting the context-dependent nature of social values. Feedback confirms that visualisation improves navigation through the catalogue and comprehension of the data, while suggesting refinements such as colour-coded impact indicators. Overall, SEEDS is a novel decision-support tool demonstrating potential as an evidence-based tool for supporting informed, socially responsive decision-making in early-stage building design.

View source

Similar papers

Review Open access

Practice Perspectives on Digital Assessment Tools for Sustainable Building Design

Digital tools for building sustainability assessment (BSA) can help architects manage social and environmental impact, but existing tools see little use in design practice. Where previous research has emphasised the usability of tool interfaces for the individual practitioner, this thesis instead explores how tool usef...

T. Säwén · 0 citations
Open access Dec 2026

Sustainability evaluation of complex systems (Part 1): a new operational, strategic and communication tool

Sustainability assessment has become central to production systems, but existing tools often provide fragmented, product-oriented, static, or poorly interpretable evaluations. Current assessment methods rarely integrate production functions with territorial characteristics, ecosystem services and dynamic data flows. Mo...

D. Biagini · 0 citations
Review Open access Sep 2026

From BIM to the Metaverse: A Human-Centred Framework for Participatory Architectural Design and Governance

Early end-user participation in architectural decision-making remains limited despite Building Information Modelling (BIM) and Digital Twin practice. This paper presents a human-centred, lifecycle-oriented framework that integrates extended reality (XR), generative artificial intelligence (AI), and metaverse environmen...

Sepehr Abrishami, Irem Uran Tak · 0 citations
Open access Sep 2026

UI/UX Design of a Transparency Platform for the Use of CSR Funds in Supporting Smart Cities Using the Design Thinking Method

Environmental conservation initiatives increasingly require transparent and accountable management of Corporate Social Responsibility (CSR) funds. However, many CSR-based environmental programs still rely on manual coordination and limited digital transparency, leading to reduced operational efficiency and lower public...

Arif Wicaksono Septyanto, H. Hariyanto, S. R. Natasia et al. · 0 citations

Related blog posts

Microsoft Research Blog Oct 30, 2026

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.