About Us

We are research economists specializing in global supply chain analysis

Our work is based on Eora
a high-resolution map of the world economy.

The Eora MRIO

A high-resolution map of the world economy

Comprehensive

Eora is the most comprehensive MRIO global trade database available. Composited together from multiple data sources Eora contains input-output tables for 187 countries and details the international trade links between >15,000 industries globally, all over a 20+ years timeseries

Eora documents >5 billion supply chains and covers >99.7% of global GDP.

Respected

In addition to users at over 400 universities, our clients have included the European Union, IMF, World Bank, KPMG, McKinsey, Deloitte, Ernst & Young, OECD, and the United Nations.

Sustainability, applied

Carbon, water, and biodiversity footprints analyses based on Eora have appeared in Nature, Proceedings of the National Academic of Sciences, and other high level academic journals.

Eora dimensions

GB of data

Year timeseries

countries

Total sectors

Our Services

Professional. Prompt. Data and answers when you need them.

Consulting

We have collectively nearly 20 years of experience in big-data input-output economics. The directors of KGM & Associates all hold quantitative PhDs.

Data

What we offer

Individual country IO tables
10-packs of IO tables
Full Eora site license
The Eora MRIO engine for use in custom footprint/LCA applications
Coverage for 1970-2013
Environmental accounts for GHG, land, water, air pollution and biodiversity footprints

Please contact us for pricing.

Eora is free for academic use at degree-granting institutions.

Learn more about the Eora MRIO at the Eora homepage: worldmrio.com

Global Value Chains

The UNCTAD/Eora GVC database was developed jointly with the UN Commission on Trade and Development. The GVC database documents the global value chains (also called trade in value added) between 15,000 sectors across 187 countries.

Please contact us for pricing