Built Environment Resilience Indicator Framework with Expert Elicitation

A 2026 study by Mohammed M. Al-Humaiqani proposes a systematic framework for assessing built environment resilience. It defines eight resilience qualities and corresponding indicators, refined through a literature review and expert Delphi elicitation. The 406.2 KB PDF document presents the framework and results of an importance–capacity gap analysis.

Use Cases

• Analyzing the relative importance of eight resilience qualities (Reflectivity, Robustness, Redundancy, Flexibility, Resourcefulness, Rapidity, Inclusivity, Integration) via expert survey data.
• Identifying priority intervention areas by applying importance–capacity gap analysis to the resilience quality indicators (RQIs).
• Benchmarking built environment systems against a consolidated set of expert-informed resilience quality indicators.
• Structuring resilience assessment in planning documents using the proposed hierarchical framework of qualities and indicators.

Strengths

• Framework is derived from a systematic literature review ensuring academic grounding.
• Indicator importance is validated through a Delphi-based expert elicitation process.

Limitations

• Dataset is a 406.2 KB PDF, containing a conceptual framework rather than a quantitative data table.
• No raw survey data or tabular indicator scores are provided for direct computational analysis.
• Geographic or case study context for the expert panel is unspecified.

Provenance

Source

Mohammed M. Al-Humaiqani via figshare.

Collection Method

Systematic literature review and Delphi-based expert elicitation.

Time Range

Study published in 2026.

Freshness

Last updated April 2026.