Knowledge Base

Research Hub

A curated library of the reports, books, datasets, and papers that inform this project — plus a glossary of the key terms.

2009

Report by the Commission on the Measurement of Economic Performance and Social Progress

Stiglitz, Sen & Fitoussi · OECD

The landmark report that challenged GDP as a sole measure of progress and proposed a dashboard of wellbeing indicators.

GDPwellbeingmeasurement
1999

Development as Freedom

Amartya Sen · Oxford University Press

The foundational text on the capability approach — measuring development by what people can actually do and be.

capability approachfreedomdevelopment
2024

Human Development Report 2023/24

UNDP · United Nations Development Programme

Annual UN report computing the Human Development Index and exploring global development inequalities.

HDIinequalityUN
2024

OECD Better Life Index

OECD · OECD

Interactive index comparing wellbeing across OECD countries through 11 dimensions including housing, income, and work-life balance.

wellbeingOECDcomparison
2024

World Happiness Report 2024

Helliwell, Layard, Sachs & De Neve · Sustainable Development Solutions Network

Annual report ranking countries by self-reported life satisfaction, with analysis of social support, freedom, and generosity.

happinesswellbeingsocial support
2024

Environmental Performance Index 2024

Yale & Columbia · Yale Center for Environmental Law & Policy

Global index ranking countries on environmental health and ecosystem vitality, covering air, water, and climate.

environmentsustainabilityclimate
2024

Our World in Data

Max Roser et al. · Global Change Data Lab

Open-access database of long-term global trends in poverty, health, education, and the environment.

datalong-termglobal trends
2024

World Development Indicators

World Bank · World Bank Group

The most comprehensive set of cross-country development data, covering GDP, health, education, and environment.

World Bankindicatorsdevelopment
2021

Global Findex Database

World Bank · World Bank Group

Survey of financial inclusion in 134 countries — account ownership, savings, credit, and digital payments.

financial inclusionbankingdigital
2023

Global Innovation Index 2023

WIPO · World Intellectual Property Organization

Annual ranking of world economies’ innovation capabilities and results, including R&D and patent activity.

innovationR&Dtechnology
2014

Capital in the Twenty-First Century

Thomas Piketty · Harvard University Press

A sweeping analysis of wealth concentration and inequality over centuries, with implications for modern policy.

inequalitycapitalwealth
2012

Why Nations Fail

Acemoglu & Robinson · Crown Business

Argues that inclusive institutions — not geography or culture — are the root cause of long-run prosperity.

institutionsgrowthprosperity
1974

The Easterlin Paradox

Richard Easterlin · Journal of Political Economy

Foundational finding that beyond a certain point, higher GDP does not correlate with higher self-reported happiness.

happinessGDPparadox
2024

OECD Affordable Housing Database

OECD · OECD

Cross-country data on housing costs, affordability, and homelessness across OECD member states.

housingaffordabilityOECD
2023

UNODC Homicide Statistics

UNODC · United Nations Office on Drugs and Crime

The most reliable cross-country violent crime data, used by researchers and policymakers worldwide.

crimesafetyhomicide
2024

ITU ICT Indicators

ITU · International Telecommunication Union

Global data on internet access, mobile subscriptions, and the digital divide across countries.

internetdigital divideICT

Glossary

Key terms used throughout this project, explained simply.

GDP

Gross Domestic Product — the total monetary value of goods and services produced in a country in a given period.

HDI

Human Development Index — a composite of life expectancy, education, and per capita income, published by the UNDP.

Gini coefficient

A measure of income inequality from 0 (perfect equality) to 100 (one person earns everything).

UHC

Universal Health Coverage — the WHO index measuring access to essential health services without financial hardship.

EPI

Environmental Performance Index — a Yale/Columbia composite of environmental health and ecosystem vitality.

Composite index

A single score combining multiple indicators, using weights chosen by the index designer.

Capability approach

Amartya Sen’s framework: development should be measured by what people can actually do and be, not just income.

Easterlin paradox

The finding that beyond a certain point, higher GDP does not correlate with higher self-reported happiness.

Price-to-income ratio

Median house price divided by median household income — a standard measure of housing affordability.

Financial inclusion

Access to useful and affordable financial products — bank accounts, credit, insurance, and payments.

Methodology Summary

1. Selection: 12 dimensions were chosen based on the OECD Better Life Index, UN Human Development Report, and the Stiglitz-Sen-Fitoussi framework.

2. Data: Raw values come from public datasets (World Bank, UNDP, WHO, Yale EPI, WIPO, Global Findex, UNODC, ITU). Where a country was missing, it was excluded rather than imputed.

3. Normalisation: Each raw value is scaled 0–100 using min-max normalisation across the 40 countries. For dimensions where lower is better (housing, equality, safety), the scale is inverted so higher always means better.

4. Aggregation: The default HumanValue score is an unweighted average. In “Build Your Own Index,” weights are user-defined and normalised to sum to 100%.

5. Limitations: 40 countries cannot represent the world. Scores are sensitive to the chosen min-max range. Composite indices inevitably lose information. See the About page for a full discussion.