Flagship Instrument

The Sub-National Resilience Index.

Initiated by the NGF Secretariat's Economic Intelligence Unit, the SNRi is the first composite resilience index purpose-built for the Nigerian subnational context — measuring the capacity of each state to anticipate, withstand, adapt to, recover from and transform through shocks.

Definition

Resilience as capacity, not the absence of fragility.

State resilience is the capacity of a subnational government and its population to anticipate, withstand, adapt to, and recover from multifaceted shocks and chronic stresses, while simultaneously pursuing positive transformation and sustainable development. The SNRi measures the stock of these capacities — the structural conditions that determine how well a state can navigate future shocks — rather than performance during any single event.

Conceptual foundation

Five complementary capacities.

Synthesising Briguglio et al. (2009), the IPCC AR5 framework and the post-COVID resilience literature, the SNRi operationalises resilience through five distinct capacities.

Anticipatory

Foresee and prepare for risks — early warning, contingency budgets, scenario planning.

Absorptive

Withstand shocks without structural collapse via fiscal buffers and robust services.

Adaptive

Adjust strategies, institutions and resource allocations during ongoing stress.

Recovery

Return to prior levels of functioning after a shock — reconstruction and continuity.

Transformative

Use disruption as a catalyst for structural reform and institutional modernisation.

Dimensional architecture

Seven dimensions. Forty-eight indicators.

Each dimension is internally organised on a dual axis — Risk / Exposure and Coping / Adaptive Capacity — following the OECD States of Fragility and INFORM Risk approaches. Indicators are treated as formative constructs: non-substitutable contributors to resilience rather than interchangeable reflections of it.

Economic Resilience
7 indicators
Market size, sectoral diversification, price stability, labour utilisation, private sector vibrancy and household welfare.
Fiscal Resilience
7 indicators
Revenue autonomy, FAAC dependency, budget execution, operating expenditure ratios and debt-service burdens.
Human Capital Resilience
8 indicators
Health workforce density, infrastructure, insurance coverage, education quality and educational inclusivity.
Climate & Environmental Resilience
6 indicators
Flood exposure, environmental degradation, WASH access, climate budgeting and disaster preparedness.
Governance & Institutional Resilience
6 indicators
Public financial management, audit accountability, digital governance readiness and procurement efficiency.
Security Resilience
7 indicators
Conflict intensity, displacement, communal violence, policing capacity and GBV response mechanisms.
Social Resilience
7 indicators
Interpersonal and institutional trust, identity attachment, equality and associational participation.
National view · zonal scores (illustrative)
NWNCNESWSSSE
Lower
Higher
From measurement to intervention

The SNRi supports a three-stage analytical pathway: diagnostic (current resilience profile), prognostic (scenario projections under varying policy and shock assumptions), and prescriptive (translating vulnerabilities into actionable policy recommendations for governors and partners).

Methodology

Built to the JRC-OECD standard for composite indicators.

The SNRi follows the JRC-OECD Handbook on Constructing Composite Indicators (2008) — the same ten-step framework used by the Human Development Index, the Ibrahim Index of African Governance, the INFORM Risk Index and the ND-GAIN Country Index. Indicators are selected on three conjunctive criteria: theoretical relevance in peer-reviewed literature, data availability for all 36 states, and precedent in at least one established composite index.