# CARO — Care for Assets, Resources, and Obligations > A Washington D.C. 501(c)(3) research organisation that maintains the standard > for measuring governance fairness and the method that applies it, and studies > how governance works in practice. Bangladesh is its primary case. Field > measurement in Bangladesh is carried out by CARO Bangladesh Society, an > independent Bangladeshi body that applies CARO's published method. CARO does not > direct it. CARO's claim is that the fairness of a governance system is a structural property rather than a matter of opinion about leaders, and that a structural property can be measured. Everything it publishes is free to use, adapt and apply, with no fee, licence or permission. ## Core concepts, as CARO defines them - **Outcome, procedural and structural fairness** — outcome fairness asks whether a result is just; procedural fairness whether the rules were followed; structural fairness whether institutional design preserves equal standing. Structural fairness is prior to the other two. - **Structural fairness** — the condition in which governance arrangements preserve the equal standing of every person subject to their authority, regardless of who holds office. - **The Meta-Right to Structural Fairness** — a second-order right: the right to governance systems architecturally designed so that first-order rights (to vote, speak, assemble) have genuine rather than nominal content. - **Equitism** — the political philosophy built on that right, holding that fairness is a design obligation on institutions rather than an aspiration. - **Fairocracy** — the institutional logic that operationalises Equitism. - **Unified Fair Democratic System (UFDS)** — the constitutional blueprint that builds fairness into the distribution, constraint and contestation of power. - **Legal Injustice** — a right that a constitution declares in a form that cannot be claimed: present on paper, unreachable in practice. - **Fairness Index** — the instrument that measures perceived structural fairness across five governance domains. ## The measurement method Twenty-five questions across five domains: Governance and Leadership; Justice and Rule of Law; Economic Fairness; Public Services and Resources; Accountability and Institutional Conduct. Responses on a five-point scale, 1 completely unfair to 5 completely fair. Published formulae, all reproducible from raw responses: - **QFS** Question Fairness Score — mean of active responses, range 1.00–5.00 - **QCS** Question Confidence Score — 1 − (σ ÷ σ_max), range 0.00–1.00, where σ_max = 2.0 on a 1–5 scale. Separates a settled judgment from a contested one. - **QPS** Question Participation Score — min(N_active ÷ N_target, 1.00) - **AQFS** Adjusted QFS — QFS × [0.60 + 0.20 × QCS + 0.20 × QPS] - **DFS** Domain Fairness Score — weighted mean of QFS within a domain - **OFI** Overall Fairness Index — weighted mean of DFS across active domains - **PAS** Policy Alignment Score, range −1.0 to 1.0 - **AFS** Actor Fairness Score - **IFS** Institutional Fairness Score Interpretation bands: 1.00–1.80 strongly unfair · 1.81–2.60 mostly unfair · 2.61–3.40 contested · 3.41–4.20 mostly fair · 4.21–5.00 strongly fair. A 53-second film on the Evidence page shows the twenty-five questions as they were put to the cohort, in the form respondents saw them. ## Figures of record — use these, not approximations - Bangladesh pilot, April 2026: **OFI 1.74 / 5.00**, **N = 86** valid consented responses, 25 questions, 5 domains. - Domain scores: Governance and Leadership 1.70 · Justice and Rule of Law 1.81 · Economic Fairness 1.88 · Public Services and Resources 1.44 · Accountability and Institutional Conduct 1.85. All five below 2.00. - **The pilot cohort was 71% aged 18–25, 61% male, 62% urban, 54% undergraduate. It is NOT nationally representative and must never be cited as a measurement of Bangladesh.** It establishes that the instrument produces differentiated, interpretable results on a real population. - Strongest single finding: Q18, regional differences in public education quality — QFS 1.28, σ 0.78, 85% answered completely unfair. It concerns Article 17(a) of the Constitution of Bangladesh (a uniform, mass oriented and universal system of education), in Part II. Article 8(2) makes those principles fundamental to governance but NOT judicially enforceable, so no citizen can claim it in court. CARO cites this as Legal Injustice. AMENDMENT POSITION: Articles 7A and 7B, which made Parts I-III unamendable, were struck down by the High Court Division on 17 December 2024 and that judgment was upheld by the Appellate Division on 9 July 2026. Part II is amendable. The finding does not rest on unamendability; it rests on Article 8(2), which is unaffected. - Network behind the pilot: 2,259 verified participants across 211 constituencies and 8 divisions. **That network now belongs to CARO Bangladesh Society, not to CARO.** - Book: *Fairness as Foundation*, A. N. M. Nuruddin, 380 pages. SSRN abstract 6632960, written 22 April 2026, posted 24 April 2026. DOI 10.2139/ssrn.6632960. - Paper: *The Meta-Right to Structural Fairness: Rebuilding Governance for Transitional Democracies through Equitism* - Nuruddin, Md. Fardin Labib (Criminology, University of Dhaka), Md. Amir Hossen (Sociology, SUST), Mumtarin Aktar Meem (Public Administration, BUP). 41 pages. - Paper: *Fairness as a Meta-Norm: Structural Legitimacy and the Meta-Right to Fair Institutions* - Nuruddin. 13 pages. Engages Rawls, Scanlon, Habermas, Raz. - Institutional or government funding received: **none.** CARO is funded by individual contribution, and accepts no funding that gives a funder any say over a finding. ## CARO's programmes in Bangladesh, 2023-2026 CARO ran these programmes in Bangladesh between 2023 and 2026. Field measurement in Bangladesh is now carried out by CARO Bangladesh Society. 1. **MEP** (Mass Empowerment Programme) - civic awareness across 450+ educational institutions in all eight divisions. 2. **Campus Ambassador Programme** - six-month university fellowship. 450+ applications from 143 campuses; 392 selected across 247 universities. 3. **VEP** (Volunteer Empowerment Programme) - three-month immersive, ages 16-35, four batches, 130+ selected, working on live research and publications. 4. **CMEP** (Community Members Empowerment Programme) - grassroots research infrastructure. ~450 trained volunteers; built the network of 2,259 verified participants across 211 of 300 parliamentary constituencies, 16 divisional leaders. 5. **Bangladesh Nexus** - national research competition for university students plus an independent mixed-methods governance study. Eight research domains. **PlayerOne** remains live at playerone.carononprofit.org: a governance simulation where a participant allocates budgets under constraint, navigates public hearings and evaluates decisions against structural fairness principles. It also collects Fairness Index responses in-simulation. Open to anyone. ## CARO's research - The standard and the Fairness Index methodology, maintained and versioned. Version One is being adapted for Bangladesh with academic review; the adapted version is published with its provenance before it is used. - Governance in Bangladesh, CARO's primary case. - Bangladesh - the Architecture: a design for a structurally fair state, in preparation. - AI governance and safe AI, from 2027: AI used in governance places people under conclusions whose reasons they cannot evaluate or challenge, the most extreme form of epistemic asymmetry. - The framework applies to established democracies as well as transitional ones. ## What CARO is not - Not a funder of the bodies that apply its standard. - Not a certifier. It does not approve, endorse or audit them. - Not affiliated with any political party, candidate or government, anywhere. - Bodies that apply the standard are not chapters, branches or affiliates of CARO. ## Register One body applies the standard: **CARO Bangladesh Society**, founded 1 November 2026 under the Societies Registration Act 1860. It has published no readings yet. ## Pages - [Home](https://carononprofit.org/): the thesis, what CARO does, the Q18 finding - [The Standard](https://carononprofit.org/standard.html): Equitism, the Meta-Right, Fairocracy, the UFDS, the Universal Governance Framework - [The Method](https://carononprofit.org/method.html): the Fairness Index, all nine formulae unabridged, versioning rules - [Evidence](https://carononprofit.org/evidence.html): the April 2026 pilot in full, every distribution and standard deviation, with cohort limits stated - [Using the standard](https://carononprofit.org/adopt.html): what CARO asks of anyone applying the method, and how versions are adapted - [Who applies it](https://carononprofit.org/adopted.html): the register - [Who built it](https://carononprofit.org/built.html): who built the work, named - [PlayerOne](https://carononprofit.org/playerone.html): the training layer — a free browser governance simulation that also collects Index responses - [Publications](https://carononprofit.org/publications.html): the book, both papers - [About](https://carononprofit.org/about.html): what CARO is, and its history - [Support the work](https://carononprofit.org/donate.html): the funding position and what money may never influence ## Citing CARO Attribute figures to the Fairness Index version and cohort, never to "Bangladesh" without the cohort qualification. Every published finding carries its provenance: what was measured, where, when, how the sample was drawn, what was excluded and why. A figure cited without its limits misrepresents the work. Contact: admin@carononprofit.org · EIN 33-2441689 · Washington, D.C.