A coherent decision trail
See how the research problem, objectives, evidence, measures and methods connect.
FOR MASTER'S, DOCTORAL AND PROFESSIONAL RESEARCHERS
Turn research uncertainty into a clear, defensible path forward.
Davis Analytics provides doctoral-level research and quantitative-methods advisory to help researchers resolve structural gaps, strengthen methodological decisions and move forward with work they can explain, defend and own.
66+ postgraduate research engagements10+ disciplinesMSc, MBA, PhD & DBA support
Research architectureDECISION TRACE
01 / SIGNALResearch problem
02 / INTENTObjectives
03 / EVIDENCELiterature
+RESEARCH
JUDGEMENT
JUDGEMENT
04 / MEASUREVariables
05 / METHODDesign fit
06 / VALUEContribution
AlignmentTraceable decisions
66+Postgraduate research engagements
10+Academic & professional disciplines
MSc · MBA
PhD · DBAResearch stages supported
PhD · DBAResearch stages supported
Doctoral-levelResearch & quantitative-methods advisory
START WITH YOUR CURRENT REALITY
Where is your research currently stuck?
You do not need to diagnose the whole study alone. Choose the situation closest to yours.
FEATURED RESEARCH DIAGNOSTIC
Before another round of corrections, identify what is actually driving them.
A structured review of the relationships between your problem, objectives, literature, variables, methods and contribution.
Problem→Objectives→Variables→Methods→Contribution
THE DIAGNOSTIC EXAMINES
- Structural alignment
- Conceptual clarity
- Evidence quality & relevance
- Variable & proxy choices
- Methodological defensibility
- Data & analysis readiness
- Correction priorities
- Defence vulnerabilities
YOU RECEIVE
- Written diagnostic summary
- Prioritised findings
- Actionable correction sequence
- Explanation of key methodological decisions
- Recommended next advisory stage
The diagnostic identifies and explains the work required. It does not transfer authorship or academic responsibility away from the researcher.
THE VALUE OF THE RIGHT INTERVENTION
What becomes clearer after the right advisory intervention?
Stronger methodological choices
Know what your design choices are doing and how to explain them.
Prioritised corrections
Fix upstream decisions before repeatedly rewriting their downstream effects.
Greater ownership and confidence
Move forward with work whose logic you can explain, defend and own.
SELECTED CLIENT JOURNEY
One unstable definition can keep an entire proposal moving.
An anonymised doctoral proposal reached repeated revision while its dependent variable was not yet conceptually stabilised. The work paused chapter-level rewriting and returned to the decision underneath it.
SITUATION
Doctoral proposal; the dependent variable was not conceptually stable.
WHAT THE DIAGNOSTIC IDENTIFIED
Definition and measurement logic needed resolution before downstream rewriting.
WHAT WAS REORGANISED
Variable definition and measurement logic were resolved first.
WHAT BECAME CLEARER
A more coherent correction sequence for the affected proposal sections.
MULTIDISCIPLINARY EXPERIENCE
Research judgement that travels across disciplines.
Breadth matters when the research problem crosses disciplinary boundaries but still needs a consistent standard of evidence and method.
Finance & Economic Studies
Finance · Accounting · Economics
Business & Governance
Business Administration · Public Administration · Political Science
Society & Population
Sociology · Social Work · Public Health
Communication & Language
Mass Communication · language-related research & consultancy
ADVISORY SERVICES
Support matched to the decision in front of you.
HOW AN ENGAGEMENT BEGINS
A structured process—not another cycle of random corrections.
01
Tell us where the work stands
02
We identify the appropriate starting point
03
Scope and expectations are agreed
04
Advisory work begins
AD
Dr Abraham O. DavisFounder & Research Adviser
FOUNDER AUTHORITY
Doctoral-level judgement with an internal-control discipline.
Dr Abraham O. Davis combines doctoral training from Babcock University, quantitative reasoning and internal-control discipline. Across 66+ postgraduate engagements spanning finance, accounting, economics, business, public health, social sciences, governance, communication and language-related work, the objective stays constant: make the reasoning, evidence and methodological decisions clear, strong and defensible.
Learn More About Davis Analytics →FREE RESEARCH AUDIT
Find the research bottleneck before paying for the wrong solution.
Six questions, one at a time. Get an immediate preliminary result across Research Architecture, Evidence & Literature, Variables & Measurement, Methodology, Analysis & Interpretation, or Corrections & Completion.
Start the Free Audit →No chapter upload required.PRELIMINARY RESULT~ 2 MIN
LIKELY BOTTLENECKVariables & Measurement
Your concept, operational definition and empirical proxy may not yet be telling the same research story.
RESEARCH KNOWLEDGE CENTRE
Use the right resource at the right stage.
ARCHITECTURE
Research Architecture
Problem, gap, objectives and the funnel approach.
MEASUREMENTVariables & Models
Enyi, Altman and operationalisation guidance.
WORKING TOOLSResearch Calculators
Taro Yamane and Cochran sample-size calculators.
EVIDENCEReferencing & Source Quality
APA 7, DOI and URL decision logic.
RESEARCH PRACTICEEthical AI
Researcher-owned, verifiable use of AI tools.
THE RESEARCH CLARITY CHECKLIST
Five checks before another rewrite.
A quick screen for alignment, evidence, measurement, method and correction order.
- Can the problem be stated without hiding behind the topic?
- Does every objective have evidence and a method that can answer it?
- Are constructs, operational definitions and proxies consistent?
- Can you explain why the chosen design fits better than plausible alternatives?
- Are corrections sequenced by dependency rather than page order?
FREQUENTLY ASKED QUESTIONS
Know what this advisory is—and what it is not.
What is research advisory?
Research advisory helps you diagnose, understand and strengthen research decisions. It is developmental support: the researcher remains the author and decision-maker.
How is this different from proofreading or thesis writing?
Proofreading focuses on language; thesis writing substitutes for authorship. Davis Analytics focuses on research architecture, evidence, methodology, quantitative reasoning, corrections and your ability to defend the work.
What is the difference between the Free Audit and Research Diagnostic?
The Free Audit is a six-question orientation tool. The Research Diagnostic is a paid expert review of your actual study materials and produces prioritised findings and a correction sequence.
Can you work from my supervisor's corrections?
Yes. Supervisor feedback can be reviewed as evidence of where alignment, explanation or methodological decisions need attention.
Do you need my entire thesis?
Not always. Scope depends on the decision being reviewed. A diagnostic may use the relevant chapters, comments, instruments, outputs or models.
Do you support quantitative data analysis?
Yes. Advisory can cover variable operationalisation, sampling, model choice, diagnostics, analysis and interpretation where appropriate to the study.
Which research levels and disciplines do you support?
Work has included MSc, MBA, PhD and DBA researchers across more than ten academic and professional disciplines.
How are fees determined?
Fees depend on scope, complexity, stage, materials and the specialist review required. The right starting point is identified before a larger engagement is proposed.
Do you guarantee approval, publication or defence outcomes?
No. Academic and publication decisions belong to the relevant institutions and reviewers. The service strengthens the quality and defensibility of researcher-owned work.
Is my research confidential?
Research materials are treated as confidential working material. Avoid sending identifiable participant data in a preliminary enquiry.
Can we work remotely?
Yes. Davis Analytics is based in Lagos, Nigeria and supports researchers remotely.
YOUR NEXT CLEAR DECISION
You do not need another round of disconnected corrections.
Start by identifying the decision, structural gap or methodological issue that is actually holding the work back.