Fairness Index V1 pilot complete. Bangladesh baseline: OFI 1.74/5.0 — 86 responses. The PlayerOne platform now collects live FI data in-simulation.
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CARO › Research Department

Research & Global Governance Lab

CARO's research arm — producing governance theory, empirical measurement, and the academic foundation for structurally fair governance worldwide.

Primary research division
Global Governance Lab

The Global Governance Lab (GGL)

The GGL is CARO's research division — dedicated to producing empirically grounded governance research and building the measurement infrastructure for structurally fair governance. The GGL produces, annual fairness reports, and the empirical validation infrastructure for CARO's theoretical frameworks.

Formally launched in 2026 with Samia Sultana Ridi as its Incharge, reporting directly to Nuruddin. Its founding publication — Fairness as Foundation — established the complete theoretical architecture the lab's research program will build upon.

Full GGL page →
2026
Year formally launched
5
Research pillars
Q3 2026
First data paper publication

GGL's five research pillars

Pillar 1
Normativity & Rights
Philosophical and rights-theoretical foundations of structural fairness — Equitism and the Meta-Right in the context of existing traditions
Pillar 2
Institutional Engineering
Constitutional design specifications — UFDS, Fairocracy, and FairVote applied to real governance contexts
Pillar 3
Comparative Governance
Cross-national structural fairness analysis — what distinguishes structurally fairer systems from structurally unfair ones
Pillar 4
Simulation & Behavioral Research
PlayerOne-based governance research — how participants navigate dilemmas and what this reveals about institutional design
Pillar 5
Applied Governance Prototypes
Real-world framework application — starting with Bangladesh, extending to Africa, South Asia, and global institutions
Active research initiatives

What CARO Research produces

Five active research initiatives spanning empirical measurement, governance simulation, field research, comparative analysis, and academic outreach.

Measurement system
CARO Fairness Index

The world's first empirical measurement of structural governance fairness. Bangladesh Pilot V1 complete: 86 responses, OFI = 1.74/5.0 across five governance domains. Global survey still open. GGL paper in writing phase — publication target Q3 2026.

View pilot results →
Pilot complete · 86 responses · OFI 1.74 · GGL paper writing phase
Simulation research
PlayerOne Research Engine

PlayerOne Level Two is the research extension of CARO's governance simulation platform. While Level One trains civic leaders through simulated dilemmas, Level Two generates empirical governance research data — using participant behavior in simulations to test institutional design claims.

Enter PlayerOne →
7-stage Journey live · 55 registered participants
Field research
Nexus Research Study

A mixed-methods field research initiative studying structural and cultural barriers to youth research engagement in Bangladesh. Formally launched April 2026 with an ethical consent framework and structured data collection through the CMEP and Campus Ambassador networks.

Bangladesh Nexus page →
Data collection launched · first paper Q3 2026
Academic outreach
Structural Fairness & Legitimacy Stress Initiative

Elite-level academic outreach introducing the Structural Fairness and Legitimacy Stress framework to governance research institutions. Phase I complete — 15+ institutions and 10+ named scholars seeded with the core research question. Phase II resumes after Fairness Index V1 publication.

Phase I complete · Phase II after June 2026
Annual publication
Annual Global Fairness Report

The GGL's flagship annual publication — a systematic assessment of structural governance fairness across countries and institutions, grounded in Fairness Index data. First edition planned for 2027, following V1 publication in June 2026.

Planning phase · first edition 2027
Published research

CARO's published work

Four research outputs in 2025–2026, with ongoing output through the GGL monthly research calendar and caroglobal.org.

Full research archive on CARO Global →
Research team

The people building the evidence base

N
A.N.M. Nuruddin
Chief Architect & Research Director
Founder of Equitism, Meta-Right, UFDS, and UGF frameworks. Personally trains GGL team. Leads Fairness Index V1 and all external research engagement.
R
Samia Sultana Ridi
GGL Incharge
Leads the Global Governance Lab. Writing GGL's first formal research paper on the Fairness Index V1 data. Reports directly to Nuruddin.
M
Mumtarin Aktar Meem
Research Wing Incharge
Leads the Research Wing. Manages the Nexus Research Study. Consistent reporter — 125 hours logged in March 2026.
A
Md. Amir Hossen
Research Wing Mentor
Former Research Wing Incharge, now Research Mentor. Guides methodology rigor, question validity, and sampling approach.
A
Md. Arafat Bin Yousuf
Treasurer & Board Member
Formally contracted April 2026. Joining full-time May 1 to review GGL research methodology and ensure the Fairness Index paper meets academic standards before publication.

Academic correspondents & advisors

Prof. Ariel Procaccia (Harvard University) — sustained intellectual engagement on fairness theory and governance design; acknowledged in Fairness as Foundation. Prof. Matthew Dallek (GWU) — political management and governance. Prof. Gary Nordlinger (GWU) — political management.

Research collaboration

Work with CARO Research

The GGL is actively seeking academic collaborators, institutional research partners, and data sharing arrangements to scale the Fairness Index globally.

Research collaboration → Take the Fairness Index on PlayerOne → Global Governance Lab →
Related
Where the research lives
PlayerOne → FI Pilot results → Global Governance Lab → Programs →