Generalizability of WSCM Across Industries and Risk Types

Establish the generalizability of the Weak Signal Cultivation Model across industries, organizational cultures, and risk types by conducting empirical tests, including prospective deployments in domains such as financial risk, cyber risk, and supply chain management where transferability has not yet been evaluated.

Background

The initial applications informing the WSCM involved limited pilots in healthcare and industrial construction. The authors caution that broader applicability across sectors and organizational contexts has not been established.

They specifically indicate that while they expect transferability to other domains such as financial, cyber, and supply chain risk, this expectation lacks empirical testing and remains to be demonstrated, motivating cross-domain validation studies.

References

Generalizability across industries, organizational cultures, and risk types remains to be demonstrated. We expect the model to transfer to domains such as financial risk, cyber risk, or supply chain management, but this has not yet been tested.

— The Weak Signal Cultivation Model: A Human-Centric Framework for Frontline Risk Detection, Signal Tracking, and Proactive Organizational Resilience  (2604.01495 - Codourey et al., 2 Apr 2026) in Section 7.2 Current Scope and Next Steps