Measuring Consumer Capacity to Recover and Thrive.
The CERI measures strength rather than vulnerability — the ability of Ghanaian consumers to withstand, adapt to, recover from and thrive after economic shocks, fraud, service failures and unexpected expenses.
Higher = stronger consumer recovery and adaptive capacity.
Each dimension scored 0–100 and weighted into the national CERI.
Emergency savings, debt management, income stability, shock absorption.
Rights awareness, financial literacy, scam recognition, contract comprehension.
Digital literacy, cybersecurity awareness, safe online behavior.
Awareness of complaint mechanisms, regulator access, legal remedies.
Insurance utilization, warranty awareness, risk-transfer capacity.
Provider switching, alternative services, decision flexibility.
Family support, cooperatives, consumer associations, informal networks.
Eight-month CERI history with 30-day to 1-year forecast bands.
Average recovery time and success rate across the most common consumer shock events.
Resilience scores by demographic segment. Used by regulators and partners to target strengthening programs.
Aggregated regional CERI with 30-day movement. Northern, Upper East and Upper West remain fragility hotspots.
How well consumers cope with shocks specific to each sector.
GCIN models surface preparedness gaps, financial stress signals and structural weaknesses in human language.
Consumer resilience rose 1.4 pts driven by expanded financial literacy programs and growing mobile-money safety awareness.
Rural resilience in Northern Region declined 1.6 pts on reduced access to formal financial services.
Microinsurance adoption improved resilience among small-business owners — recovery time after shocks fell 14%.
Digital resilience among 18–24s is the fastest-improving segment, narrowing the urban–rural divide.
CERI outputs use aggregated and anonymized data with strict audit logging and role-based access. No consumer-level public reporting. Designed for Ghana with Pan-African adaptations for Nigeria, Kenya and South Africa.