customer survey Kenya: evidence for a better decision
customer survey Kenya should begin with a clear decision, target population, geography and set of assumptions to validate. This keeps research focused on evidence that businesses, NGOs, development organizations and public institutions can actually use.
Key takeaways
- Define the decision before the questionnaire.
- Match sampling and methods to the claim.
- Build privacy, ethics and quality assurance into fieldwork.
- Analyse meaningful segments rather than only averages.
- State limitations clearly.
Evidence requirements
Identify what is known and what requires validation. Evidence can cover demand, needs, behaviour, competition, pricing, access, distribution, service experience and stakeholder perspectives. Kenya varies by county, settlement type, income, infrastructure and channel, so the study should state what geography and population it can represent.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Research methods
Quantitative surveys support comparable measures. Interviews and focus groups explain motivations and barriers. Observation captures real-world behaviour. Desk research establishes context. Mixed methods can combine measurement and explanation when each method has a defined purpose.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Sampling and representation
Define the target population, sampling frame, inclusion criteria and subgroup requirements before fieldwork. A large sample cannot repair biased selection. Where probability sampling is not feasible, disclose the limitation and avoid unsupported national claims.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Instrument design
Use clear, neutral, answerable questions. Avoid double-barrelled wording, leading questions and undefined terms. Pilot for comprehension, timing, skip logic and operational feasibility. Document instrument changes after the pilot.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Fieldwork quality assurance
Controls can include training, supervisor review, logical checks, back-checks, duplicate detection and exception review. Document fieldwork deviations and explain whether access, timing or respondent availability affected the evidence.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Ethics and privacy
Collect only information necessary for the purpose. Research involving personal data should consider Kenya’s Data Protection Act, 2019 and current Office of the Data Protection Commissioner guidance. Define access, retention and reporting controls.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Analysis and decision framework
| Decision | Evidence | Output |
|---|---|---|
| Where is the gap? | Comparable measures | Priority map |
| Why? | Context and behaviour | Explanatory themes |
| What changes? | Importance and feasibility | Action plan |
| Did it work? | Follow-up evidence | Learning report |
Break findings down by relevant geography, channel and stakeholder group. Recommendations should be traceable to evidence.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Common mistakes
Avoid convenience samples presented as national evidence, selecting providers only on price, metrics without action owners, changing definitions between waves without documentation, and treating association as causation.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
What this means for your organization
Write one sentence stating the decision the study must support. List assumptions that could cause the decision to fail and design evidence to test them. Define report users and action owners before data collection.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Choosing a research partner
Compare decision understanding, sampling logic, fieldwork assumptions, quality controls, analysis, privacy, limitations and deliverables. Ask providers to explain what their design cannot conclude.
In practice, the approach should be proportionate to the decision, transparent about limitations, and documented so another reviewer can understand how the evidence was produced and how recommendations follow from it.
Frequently asked questions
How should the project begin?
With the decision, target population, geography and assumptions.
Which method is best?
The method should fit the question and required confidence.
How large should the sample be?
Sample size follows intended inference and subgroup analysis.
What should the report contain?
Methods, sample, limitations, findings, segmented analysis, recommendations and next steps.
How Walaco Africa can help
Explore Market Research, Monitoring and Evaluation, Competitive Intelligence or contact Walaco Africa.