Evidence for better decisions.

We work across research, public programs, and healthcare to turn complex questions and data into evidence that people can act on.

Illustrative — study design to interpreted result
3
Connected areas of practice
MD + Data
Clinical and analytical expertise
100%
Confidential engagements
Free
Initial consultation

Three connected areas of practice

Organized around the problems clients are trying to solve. The technical methods — statistics, surveys, modeling, UX research — sit underneath each service, not in front of it.

01 — Academic Research

Turn research questions into rigorous, defensible evidence

Have a research question? We help you design the study, analyze the evidence, and strengthen the final research output — from proposal to publication.

  • Research design & proposal development
  • Literature review & evidence synthesis
  • Data analysis & statistical modeling
  • Research review & academic feedback
  • Academic writing & manuscript support
Discuss your research
Research lifecycle
Question Design Data Analysis Publish refine & iterate
02 — Programs, M&E & Impact

Measure performance. Demonstrate impact. Improve programs

Running a program? We help you measure performance, demonstrate results, and use evidence to improve implementation — for NGOs, government programs, foundations, and development organizations.

  • Monitoring & evaluation systems
  • KPIs & performance measurement
  • Program evaluation & impact measurement
  • Surveys & data collection
  • M&E data analysis & reporting
Discuss your program
Program measurement cycle
Baseline Monitor Evaluate Report learn & adapt
03 — Health Systems & Digital Health

Design healthcare services and technology around real people

Building a healthcare solution? We help you understand users, design workflows and products, and evaluate whether they work in real clinical and community settings.

  • Health systems & service design
  • Healthcare workflow analysis
  • HealthTech user & UX research
  • Digital health product design
  • Usability testing & product validation
Design a health solution
Product development journey
Discover Design Prototype Test Launch iterate on feedback

Capabilities under each service

Expand a service to see the individual capabilities it includes. These are the building blocks we combine for each engagement.

Research topic & question development

Research objectives & hypotheses

Study design

Conceptual & theoretical frameworks

Variables & outcome definition

Sampling strategy & sample size

Research protocols

Literature reviews & evidence synthesis

Research methodology

Questionnaire & instrument design

Data cleaning & preparation

Descriptive & inferential statistics

Statistical modeling & regression analysis

Advanced statistical methods

Machine learning for research

Data visualization & results interpretation

Proposal, thesis & dissertation review

Methodology & statistical critique

Academic writing & manuscript support

M&E framework development

Theory of Change

Logical frameworks / logframes

Results frameworks & monitoring plans

Evaluation, baseline & endline frameworks

KPI & indicator development

Indicator definitions, targets & milestones

Output & outcome indicators

Performance measurement & tracking systems

KPI & program dashboards

Beneficiary, community & patient satisfaction surveys

Needs assessments & KAP surveys

Baseline & endline surveys

Digital data collection tools

Interview & focus-group guides

Baseline, midterm & endline evaluation

Process, outcome & impact evaluation

Beneficiary & program effectiveness assessment

M&E data analysis, cleaning & validation

Performance, donor & impact reports

Evidence-based recommendations

Program implementation monitoring & learning

Healthcare & clinical workflow analysis

Patient & provider journey mapping

Care pathway analysis

Health system process mapping

Service design & bottleneck identification

Healthcare process improvement

User, patient & healthcare professional research

Stakeholder research & user interviews

User needs assessment & UX research

User journey mapping & personas

Usability assessment

Product discovery & requirements

Feature definition & user flows

Information architecture & UX design

Wireframes, prototypes & service blueprints

Human-centered design

Usability, prototype & user acceptance testing

Pilot evaluation & workflow validation

Product feedback & iteration

Adoption assessment & engagement metrics

Product KPIs & user experience measurement

Digital health & implementation evaluation

Product performance, outcome & impact analysis

A single line from question to action

Every engagement follows the same path, scaled to the size of the problem.

01

Question

What are you trying to understand, measure, build, or improve?

02

Design

We determine the appropriate research, evaluation, analytical, or design approach.

03

Evidence

We collect, structure, analyze, and interpret the relevant evidence.

04

Action

We turn findings into decisions, improvements, products, and recommendations.

Concrete problems, evidence-based answers

A few of the situations organizations bring to us.

Research

An idea that needs a defensible design

You have a research question or dataset but need a study design and analysis plan that will survive peer review.

Programs

A program with no way to show results

You are implementing activities but cannot yet demonstrate performance or impact to your donors and board.

Health

A workflow or product that does not fit reality

A clinical process or digital health product needs user research, redesign, and testing before it scales.

Every engagement starts with the decision the work needs to support, and ends with findings that are documented, interpreted, and ready to use.
Chris Victor Ntwali, MD Founder, QHuant Solutions

Who you work with

A small practice at the intersection of clinical medicine, research methodology, and applied data science — supporting universities, researchers, NGOs, government programs, and health technology teams.

Have a research, program, or healthcare challenge?

Tell us what you are trying to understand, measure, build, or improve. The first conversation is free and without commitment.