A Context-First Problem-Solving Framework

Five stages. Four principles. One open framework.

Most development and social interventions fail not for lack of technique, but because the frameworks guiding them are blind to context, weak on root causes, and silent on whether the objective is actually achieved. CADRE was built to close that gap.

A Cycle, Not a Line

Five stages, each a verb. Each is a practice, not a category.

C

Contextualize

Situate the problem in its political, economic, cultural, and institutional setting — before framing it.

A

Analyze

Identify the root causes and dynamics of the problem within the context already mapped.

D

Design

Construct the intervention with a clear theory of change, co-designed with those it will affect.

R

Realize

Deliver the design — and ensure the objective is actually realized. If not, return to an earlier stage.

E

Evaluate

Render an independent judgment on whether the problem has been resolved, and feed the next cycle.

Four Principles, Every Stage

Participation and Co-Production

Affected communities are present in every stage, not consulted at the start.

Equity and Power Awareness

Every stage interrogates who defined the problem, who benefits, and whose voice is absent.

Learning and Adaptation

Feedback loops are explicit and obligatory.

Evidence and Reflexivity

Every stage produces documented evidence and honest reflection on the practitioner's own position.

Applied Practice

Where the Model Fits

The CADRE Model is useful when practitioners need to move from a problem statement to a context-aware intervention, implementation routine, and learning system.

Program Design

Clarify the problem, map root causes, design interventions, and define what success should mean in context.

M&E Frameworks

Connect activities, outcomes, indicators, learning questions, and evidence-use routines into one coherent framework.

Research Agendas

Frame questions around real decisions, affected communities, implementation constraints, and usable evidence.

Data Systems

Ensure data collection and dashboards answer the questions institutions actually need to act on.

An Open Framework

CADRE is offered openly — no licensing, no gatekeeping. Practitioners, scholars, and students are invited to apply it, contest it, and refine it.