EQx · THE INDEX · FRAMEWORK & METHODOLOGY

A political economy framework
for measuring Sustainable
Value Creation

CONCEPTUAL FRAMEWORK

Elites, Elite Quality, and Value Creation

WHAT

What are elites?

Elites are narrow, coordinated groups that run the largest income-generating business models in an economy. They exist in every society on earth — an empirical inevitability that provides essential coordination and leadership.

Their business models can be located on a continuum that ranges from Value Creation to Value Extraction — the latter representing rent seeking, where "a rent is an unearned reward sought through a quest for monopoly power."

WHY

Why does Elite Quality matter?

The prosperity of a nation depends primarily on whether its elites allocate society's resources to value creation or rent seeking. High-quality elites grow the whole economic pie — increasing wealth for all citizens.

Elite business models are key determinants of economic and human development. The EQx proposes that from a sustainability perspective, Value Creation business models are in the long-term best interest of elites and society alike.

HOW

How do we measure it?

The EQx does not measure elites directly. Instead, it assesses the degree of value creation of their business models through 148 indicators across a four-level architecture: Index → Sub-Indices → Pillars → Indicators.

The index follows a 9-step construction process grounded in the OECD Handbook on Constructing Composite Indicators, ensuring full transparency, academic rigour, and statistical validity.

Full methodology →

EQx ARCHITECTURE · 4 LEVELS

From concept to country score

The EQx is built on a four-level hierarchy that allows both an overall quantification of a country's Elite Quality and an in-depth analysis of specific political economy dimensions.

LEVEL 1

Elite Quality Index

x1

Country Score & Global Rank. Score from 0 to 100. 100 = highest Elite Quality.

LEVEL 2

Power + Value

x2 + x4

Power (1/3 weight) and Value (2/3 weight). Each contains a Political and Economic dimension — yielding 4 Index Areas.

LEVEL 3

Pillars

x12

3 Pillars per Index Area. Weights determined by Budget Allocation Process with a panel of experts.

LEVEL 4

Indicators

x148

Data from renowned international organisations. Normalised, weighted and aggregated. Most recent data available.

What is Power?

The capacity to enforce one's preferences. Power also has the potential to facilitate Value Extraction — it is a necessary, though insufficient, condition for rent seeking.

What is Value?

The outcome of productive activities. Its creation increases the overall economic pie. High Elite Quality means elites grow the whole pie, not just their own slice.

What is Political?

The dimension where business model rules are determined and Value Creation/Extraction is enabled — the rules of the state, regulation, and human agency.

What is Economic?

The dimension where Value Creation/Extraction is actually implemented via suitable business models — the firm level, industry level, and three markets.

4 INDEX AREAS · 12 PILLARS

The two axes of Elite Quality

Elite Quality is measured across two axes — Power vs. Value and Political vs. Economic — yielding a 2×2 matrix of four Index Areas.

Political Power

Index Area (i) · Power Sub-Index · Weight within EQx: 11.1%

Measures the capture of three kinds of rules: the rules of the state, business regulation, and the rules of human labor. Terminology borrowed from Stigler's 'capture theory'.

State Capture (i.1)

Capture of the state and its government branches — political corruption, press freedom, social mobility, gender parity at state level.

Regulatory Capture (i.2)

Rules and regulations captured by special interests — property rights, crony capitalism, regulatory quality.

Human Capture (i.3)

Restrictions placed on individual freedom — human rights index, gender equality, LGBT+ inclusiveness, modern slavery.

Economic Power

Index Area (ii) · Power Sub-Index · Weight within EQx: 22.2%

Measures elite dominance in the economy: at the coalition level, at the individual firm level, and in terms of competitive renewal via creative destruction.

Coalition Dominance (ii.1)

Power of diverse coalitions — unionisation rates, public employees, criminal actors, military expenses, economic complexity.

Firm Dominance (ii.2)

Power concentrated in leading firms — top 10 market cap as % of GDP, billionaires' wealth, SMEs per 1,000 people.

Creative Destruction (ii.3)

Pressures for renewal and disruption — entrepreneurship, venture capital, firm exit ratio, AI investment per capita.

Political Value

Index Area (iii) · Value Sub-Index · Weight within EQx: 22.2%

Measures Value Creation and Extraction in the political dimension through the perspective of income — how the state takes, gives, and earns income.

Giving Income (iii.1)

How government uses public finances — subsidies and transfers as % of expenses, public education, healthcare provision.

Taking Income (iii.2)

Rent extraction as state collects income — corporate tax rate, fiscal decentralisation, cybersecurity index, homicide rate.

Unearned Income (iii.3)

Exploitation of natural resources or future generations — natural resource rents as % of GDP, government debt as % of GDP.

Economic Value

Index Area (iv) · Value Sub-Index · Weight within EQx: 44.4%

Measures Value Creation and Extraction from the economy's three markets: products and services, the capital markets, and the labor markets. Highest weight in the EQx.

Producer Value (iv.1)

Value created or rents extracted by producers — R&D intensity, innovation, entrepreneurship, market competition.

Capital Value (iv.2)

Value created or rents extracted in financial markets — capital expenditure intensity, FDI, sustainable project financing.

Labor Value (iv.3)

Value created or rents extracted in labor markets — unemployment rate, youth unemployment, brain drain index.

What that axis does to 151 countries

Power and Value move together for most of the world — the correlation is 0.77 — but not everywhere. Where they part ways is where Elite Quality has something to say.

  • Low
  • High
Value ahead of Power 15 Both above the median 61 Both below the median 59 Power ahead of Value 16 Singapore United States Japan Switzerland Sweden Korea, Rep. Netherlands Canada Germany Denmark China New Zealand Austria Australia Israel Norway United Kingdom Finland Belgium Czech Republic Qatar United Arab Emirates France Spain Bahrain Ireland Italy Estonia Malaysia Slovenia Portugal Oman Poland Hungary Latvia Slovak Republic Chile Croatia Indonesia Vietnam Romania Cyprus Greece Lithuania Thailand Philippines Panama Bulgaria Uruguay Peru Costa Rica Senegal India Brazil Mexico Saudi Arabia Cambodia Mauritius Dominican Republic Timor-Leste Serbia Kazakhstan Turkey Botswana Benin Armenia Azerbaijan Mongolia Cuba Georgia Uzbekistan Kuwait Albania Colombia Moldova Togo Jamaica Lao PDR Gambia, The Côte d'Ivoire Jordan Guinea-Bissau Rwanda Namibia North Macedonia Paraguay Ecuador Tanzania Bangladesh Russian Federation Ghana Morocco Kenya Belarus Egypt, Arab Rep. Guinea Kyrgyz Republic Liberia Niger Trinidad and Tobago Turkmenistan Bolivia Tajikistan Argentina Honduras Papua New Guinea Zambia El Salvador South Africa Sri Lanka Uganda Madagascar Nicaragua Burkina Faso Mozambique Guatemala Sierra Leone Equatorial Guinea Algeria Mali Cameroon Bosnia and Herzegovina Congo, Dem. Rep. Ethiopia Mauritania Ukraine Iran, Islamic Rep. Pakistan Central African Republic Tunisia Gabon Nepal Nigeria Burundi Malawi Chad Congo, Rep. Lesotho Libya Lebanon Eswatini Myanmar Zimbabwe Iraq Venezuela, RB Angola Syrian Arab Republic Afghanistan Yemen, Rep. Sudan Haiti Power sub-index → Value sub-index →
  • 15 Value ahead of Power
  • 61 Both above the median
  • 59 Both below the median
  • 16 Power ahead of Value

Hover or tap a country to read its card here.

The 31 countries whose Power and Value ranks are more than 40 places apart
Ordered by the gap between the two ranks.
Country EQx Power Value Gap
#57 #130 #26 104
#101 #141 #60 81
#104 #50 #128 78
#109 #56 #132 76
#84 #47 #117 70
#126 #70 #138 68
#130 #74 #141 67
#44 #22 #88 66
#60 #102 #37 65
#91 #52 #115 63
#56 #94 #33 61
#67 #105 #45 60
#71 #109 #49 60
#47 #87 #31 56
#49 #31 #87 56
#110 #73 #124 51
#78 #107 #59 48
#82 #112 #64 48
#135 #91 #139 48
#93 #66 #112 46
#113 #137 #92 45
#25 #53 #9 44
#123 #143 #99 44
#69 #95 #52 43
#83 #58 #101 43
#103 #129 #86 43
#86 #110 #68 42
#97 #124 #82 42
#90 #113 #72 41
#21 #46 #6 40
#98 #123 #83 40

METHODOLOGY · 9-STEP CONSTRUCTION PROCESS

How the EQx is built

The EQx follows the OECD Handbook on Constructing Composite Indicators, ensuring transparency, academic rigour and full reproducibility. The full methodology is documented in a dedicated page.

01

Theoretical framework

Elite theory of economic development. Value Creation vs. Value Extraction as the core analytical lens.

02

Indicator selection

Theoretically consistent selection of 148 indicators aligned with the EQx conceptual framework.

03

Data collection & preparation

Data from renowned international organisations. EQx2026 uses primarily 2025 data. Extensive data cleaning and repurposing.

04

Handling of missing data

Approach avoids systematic bias. Missing data does not penalise or favour any country — it solely influences score accuracy.

05

Normalisation

Z-scores → rescaled to 0–100. 100 = highest Elite Quality. Outlier winsorisation at [–2, +2]. Log transformation for 17 indicators.

06

Weighting & aggregation

Sub-Indices: conceptual deliberation (1/3 Power · 2/3 Value). Pillars & indicators: Budget Allocation Process with expert panel.

07

Country Scores & Global Rankings

Linear aggregation scheme with full compensability between elements at each aggregation level.

08

Robustness & sensitivity

Statistical assessment published in peer-reviewed journal Social Indicator Research (Diebold, 2022).

09

Visualisation & publication

Annual report. 151 country scorecards. Interactive data tools. Open datasets (PEQx) for researchers.

EQx 9-step construction process diagram

148 INDICATORS · PREVIEW

What we measure and why

Each of the 148 EQx indicators provides evidence of Value Creation or Value Extraction in the political economy. The full explorable table is filterable by Index Area, Pillar, and indicator name.
Indicator Index Area Pillar Source
Political Corruption Index Political Power State Capture V-Dem
Press Freedom Index Political Power State Capture RSF
Property Rights Index Political Power Regulatory Capture Heritage Foundation
Crony Capitalism Index Political Power Regulatory Capture The Economist
Billionaires Wealth % GDP Economic Power Firm Dominance Forbes / World Bank
Venture Capital per Capita Economic Power Creative Destruction OECD
Corporate Tax Rate Political Value Taking Income KPMG
Government Debt % GDP Political Value Unearned Income IMF
R&D Intensity (% GDP) Economic Value Producer Value UNESCO
Youth Unemployment Rate Economic Value Labor Value ILO

Showing 10 of 148 indicators. Explore all 148 in the indicator explorer →

HISTORY · EDITIONS

Six years of Elite Quality measurement

The EQx has been published annually since 2020, continuously expanding its coverage of countries, indicators and analytical depth.

EQx2026

7th edition

151 countries

148

EQx2025

6th edition · AI indicators added

151 countries

148

EQx2024

5th edition

151 countries

142

EQx2023

4th edition

151 countries

130

EQx2022

3rd edition

131 countries

120

PEQx2021

2nd edition

120 countries

105

PEQx2020

1st edition

100 countries

95