Risk and Resilience Assessment

A risk factor is a characteristic or condition associated with an increased probability of a negative outcome — for example poverty, exposure to violence, or social isolation. A protective factor reduces the impact of risk or promotes positive outcomes — for example a supportive relationship, coping skills, or accessible services. Crucially, a protective factor is not just the absence of risk; resilience arises from the presence of protection, which is why assessment must catalogue both rather than only listing what is wrong.

No — that is a common misconception the framework explicitly rejects. Resilience is understood as an outcome emerging from the interaction between a person and their environment, not an inborn, stable trait. The same person may be resilient in one context and struggle in another, depending on the balance of risk and protective factors and how they accumulate over time. Treating resilience as ecological and dynamic is what keeps the framework from blaming individuals for outcomes shaped by their circumstances.

Actuarial child-welfare risk assessment is a validated instrument that statistically predicts the probability of a specific outcome (future maltreatment) from empirically weighted factors. The risk and resilience framework is a broader conceptual approach to understanding why outcomes differ under adversity and to planning intervention across ecological levels, emphasizing protective factors and malleable targets. One predicts a defined event for prioritization; the other explains and guides intervention; they can complement each other in practice.