Impact evaluation, made useful

Answers your funders can trust. Decisions your team can act on.

AJ Impact helps development organizations design credible evaluations, run stronger field systems, and turn complex data into clear program decisions.

New evaluation partnerships welcome

Causal impact Evidence logic
Causal impact diagram showing an outcome rising after an intervention compared with a lower counterfactual trend.
01 / Question What changed?
02 / Design Compared with what?
03 / Decision What should happen next?
7+years across the research lifecycle
15,000+households in longitudinal research
500communities reached
100+field staff led and trained
6peer-reviewed publications

A better starting point

Start with the decision, not the method.

You do not need a finished research plan before speaking with us. Bring the program decision that feels uncertain; we will help shape the right evidence pathway.

01

Your decision

What must your team learn?

Clarify the program choice, funding question, or learning priority the evaluation needs to answer.

02

Your reality

Where is the program now?

Map your timeline, implementation stage, existing data, partners, constraints, and ethical requirements.

03

Your pathway

What evidence will be useful?

Choose a proportionate design: RCT, quasi-experimental approach, diagnostic analysis, or stronger monitoring.

First conversation 30 minutes. No technical brief required.
Book an evaluation fit call

How we help

Rigor from design through delivery.

View all services
01

Design

Build an evaluation that can answer the question.

Research questions, theory of change, power and sample size, randomization, pre-analysis planning, and quasi-experimental alternatives.

  • RCT and quasi-experimental design
  • Power analysis and sampling
  • Evaluation protocols
02

Field systems

Protect data quality before problems become expensive.

SurveyCTO and ODK instruments, enumerator workflows, real-time checks, back-checking, monitoring, and field-team support.

  • Survey programming
  • Quality-control systems
  • Field operations support
03

Analysis and learning

Move from estimates to decisions people understand.

Transparent econometric analysis, reproducible workflows, clear visual communication, policy translation, and hands-on team capacity building.

  • Stata, R, and Python analysis
  • Decision-ready reporting
  • Training and mentoring

Research that survives contact with the field

Methodological depth. Operational judgment.

Strong evaluations depend on thousands of small implementation decisions. Our experience spans research design, multi-wave survey operations, data-quality systems, analysis, publication, and communication with donors and public-sector partners.

Meet the team
PhilippinesLongitudinal household research at national scale
MalawiAgricultural markets, welfare, and policy evidence
Asia + AfricaCross-context field and research partnerships
Research to policyTechnical findings translated for real decisions

Open, practical tools

Make the research logic visible.

Explore our RCT Field Flow toolkit for power calculations, reproducible randomization, quality checks, field monitoring, and a more transparent evaluation workflow.

Explore RCT Field Flow

Your next decision deserves better evidence

Let’s make the evaluation feel possible.

Tell us what you are trying to decide, where the program stands, and what is getting in the way.