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M. Hanid

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Review Open access Oct 2026

QUANTITY SURVEYORS AS ENABLERS OF ENVIRONMENTAL, SOCIAL AND GOVERNANCE INTEGRATION IN THE MALAYSIAN CONSTRUCTION INDUSTRY

The increasing emphasis on sustainability in the Malaysian construction industry highlights the importance of Environmental, Social and Governance (ESG) practices as a structured approach to sustainable development. As a major contributor to Malaysia’s economic growth, the construction sector faces growing pressure to...

Iris Ng Chin Rou, M. S. Mohd-Danuri, M. Hanid et al. · 0 citations
Review Sep 2026

Artificial intelligence for sustainability decision-making: a systematic review of the data characteristics in the built environment

Findings show that data characteristics and preprocessing requirements influence the decision-making contexts, decision focuses and AI techniques that can be supported and indicates that AI maturity depends not only on AI technique advancement, but also effective data governance, AI skills and data literacy.

S. J. Teoh, Z. N. Maaz, M. Hanid et al. · 0 citations
Open access Jul 2026

Enhancing trust and decision-making in AI-driven construction: Applying cognitive fit theory to interface clarity and alignment.

A model develops and validates a model to examine how interface clarity, cognitive-technical alignment, algorithmic reliability, and decision explainability collectively influence behavioral intent to adopt AI-based decision support tools, and offers strong empirical support for applying CFT in AI adoption contexts.

A. Waqar, Khaled A. Alrasheed, Azlan Shah Ali et al. · 1 citation

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