Table 6 Alignment of empirical findings... | Emerald Publishing

Table 6

Alignment of empirical findings with the GHLPM framework

Empirical construct	Role in GHLPM	Functional mechanism	Outcome contribution
Community preparedness literacy	Information foundation layer	Reduces information asymmetry and improves demand visibility	Enhances accuracy of response planning
Multi-agency coordination capacity	System integration layer	Aligns SOPs and improves information flow	Improves operational efficiency
GDP-based quality-assured logistics controls	Governance and quality assurance layer	Ensures traceability, accountability and transparency	Builds trust and legitimacy
Cross-organisational training integration	Capability development layer	Strengthens interoperability, shared understanding and organisational learning	Enables effective implementation of coordination and governance mechanisms
Relief logistics performance outcomes	Emergent system outcome	Interaction of all four layers	Balanced efficiency, equity, accountability and trust

Empirical construct	Role in GHLPM	Functional mechanism	Outcome contribution
Community preparedness literacy	Information foundation layer	Reduces information asymmetry and improves demand visibility	Enhances accuracy of response planning
Multi-agency coordination capacity	System integration layer	Aligns SOPs and improves information flow	Improves operational efficiency
GDP-based quality-assured logistics controls	Governance and quality assurance layer	Ensures traceability, accountability and transparency	Builds trust and legitimacy
Cross-organisational training integration	Capability development layer	Strengthens interoperability, shared understanding and organisational learning	Enables effective implementation of coordination and governance mechanisms
Relief logistics performance outcomes	Emergent system outcome	Interaction of all four layers	Balanced efficiency, equity, accountability and trust