01 · Research, evidence & evaluation
Survey and qualitative analysis reproducible and transparent
We analyse one survey wave or a set of interview transcripts with a transparent codebook, missing-data checks and reproducible outputs.
Tell us what you needWe analyse one survey wave or a set of interview transcripts with a transparent codebook, missing-data checks and reproducible outputs, so every figure and theme can be traced back to the data.
- Led by
- Michael Gagakuma and Prof. Wisdom Gagakuma
- Delivery
- Remote, and on site from Accra
- Fees
- Fixed fee, quoted to your scope
- Free tool
- Survey sample-size planner
- Contracting
- GKM Legacy Holdings, Maryland
Who commissions this, and when.
Buyers and moments where this work pays for itself, and where it does not.
Who it is for
- NGOs and donors with survey data to analyse
- Membership bodies and associations
- HR teams running staff surveys
- Market-research teams needing extra capacity
When to call us
- Data is collected but nobody has time to analyse it properly
- Open-ended answers need rigorous coding
- Results must stand up to scrutiny from a funder or a board
When it is not the answer
If the instrument or sample cannot support the question you want answered, we tell you before analysis, not after.
What you receive.
Documents you can use, each with its method and sources attached.
04in the pack
See a demonstration of the output: Specimen · Survey & qualitative research analysis
Cleaned dataset
With a log of every cleaning decision.
Codebook
Themes, definitions and examples for qualitative data.
Analysis report
Tables, charts and findings, with limits stated.
Reproducible files
Scripts or workbooks that regenerate every figure.
How the work runs.
Each stage ends in something you review before the next begins.
Stage 1 of 5
Research question
Agree the questions the analysis must answer.
Review pointThe question and the decision it serves, agreed in writing.
Stage 2 of 5
Method
Review the instrument and set the analysis plan.
Review pointMethod note signed off before any collection.
Stage 3 of 5
Sources
Clean the data and code the text.
Review pointSource list and access confirmed.
Stage 4 of 5
Findings
Analyse, check and write up the findings.
Review pointDraft findings, each traced to its sources.
Stage 5 of 5
Decision
Hand over the report, data and files.
Review pointDecision memo and data handed over.
Scope and fees.
Fees are agreed in writing before work begins. Estimates are shown as estimates.
Fees
Fixed fee, quoted to your scope
Send a brief or book a short call. We reply with a written scope, dates and a fixed fee before any work begins.
What we need from you
- The dataset or transcripts
- The instrument and sampling notes
- Reporting requirements
Not included unless agreed
- Data collection unless scoped
- Instrument redesign unless scoped
- Translation of transcripts
Led byMichael Gagakuma and Prof. Wisdom Gagakuma
- Contracting
- GKM Legacy Holdings, Maryland
- Consultation
- from USD 90
Documented experience.
Roles held by the principal who leads this work, each with its source.
- 2018PwC Ghana for COTVET: national skills audit in seven sectorsThe Professor served as Subject Matter Expert on PwC’s team: baseline research, the survey instrument, data validation and analysis, sector reports and stakeholder engagement.
Individual experience of our principals, before or outside GKM Strategic Advisory & AI. Not GKM contracts.
Questions buyers ask.
Anything else: ask in a brief.
Which software do you use?
Whatever suits the data and your team, including spreadsheets, R or Python. You receive files you can open.
Is personal data protected?
Yes. Data is handled under the agreed protocol, stored securely and deleted or returned at the end.
Can you design the next survey too?
Yes, as a separate step, so the next wave is easier to analyse.
Related work
What needs to move forward?
Tell us the decision, the challenge or the opportunity. We reply with a scoped approach, a named principal and a fee before any work begins.
No charge to submit an enquiry.