Measuring Globalization: Global Multi Region Input Output Data Bases (G-MRIO)

Measuring Globalization: Global Multi Region Input Output Data Bases (G-MRIO)

 

A special issue of Economic Systems Research published in 2013 discussed currently available GMRIO data bases.  There are two strands of research in development and use of these databases:

  • Trade flows and global supply chains
  • Environmental Impacts of Economic Growth, Trade and Globalization

 

G-MRIO

  • IDE JETRO Asian IO Tables
  • EORA
  • OECD Inter-Country Input-Output (ICIO) tables
  • GRAM (Global Resource Accounting Model )
  • World Input-Output Database (WIOD).
  • Global Trade Analysis Project (GTAP)
  • EXIOPOL (EXIOBASE)

 

Another recent development is development of Trade in Value added databases analyzing trade flows of intermediate goods and fragmented global supply chains and production networks.  These projects are currently underway at the time of writing of this post.

TIVA Databases

  • NA TiVA Project
  • The OECD-WTO TiVA database
  • APEC TiVA initiative

 

There are also EE- GMRIO (Environmentally extended GMRIO) discussed else where in a related post.

 

GMRIO Databases

 

GRAM

The Global Resource Accounting Model (GRAM) is a multi-regional input-output model (MRIO), which currently distinguishes between 62 countries and one ‘rest of the world’ region and 48 industrial sectors per country or region. The heart of the model is made up of OECD data on bilateral trade flows and input-output tables for 1995 to 2010. Combined with additional data sets, such as CO2 emissions and material extraction, the model enables production-related variables to be attributed to end consumption.

 

 

GLOBAL MULTIREGIONAL INPUT–OUTPUT FRAMEWORKS: AN INTRODUCTION AND OUTLOOK

Arnold Tukker & Erik Dietzenbacher
Published online: 21 Mar 2013
This review is the introduction to a special issue of Economic Systems Research on the topic of global multi regional input–output (GMRIO) tables, models, and analysis. It provides a short historical context of GMRIO development and its applications (many of which deal with environmental extensions) and presents the rationale for the major database projects presented in this special issue. Then the six papers are briefly introduced. This is followed by a concluding comparison of the characteristics of the main GMRIO databases developed thus far and an outlook of potential further developments.

 

COMPILATION AND APPLICATIONS OF IDE-JETRO’S INTERNATIONAL INPUT–OUTPUT TABLES

Bo Meng , Yaxiong Zhang & Satoshi Inomata
Published online: 21 Mar 2013
International input–output (IO) tables are among the most useful tools for economic analysis. Since these tables provide detailed information about international production networks, they have recently attracted considerable attention in research on spatial economics, global value chains, and issues relating to trade in value added. The Institute of Developing Economies at the Japan External Trade Organization (IDE-JETRO) has more than 40 years of experience in the construction and analysis of international IO tables. This paper explains the development of IDE-JETRO’s multi-regional IO projects including the construction of the Asian International Input–Output table and the Transnational Inter regional Input–Output table between China and Japan. To help users understand the features of the tables, this paper also gives examples of their application.

 

 

EXIOPOL – DEVELOPMENT AND ILLUSTRATIVE ANALYSES OF A DETAILED GLOBAL MR EE SUT/IOT

Arnold Tukker , Arjan de Koning , Richard Wood , Troy Hawkins , Stephan Lutter , Jose
Published online: 21 Mar 2013
EXIOPOL (A New Environmental Accounting Framework Using Externality Data and Input–Output Tools for Policy Analysis) was a European Union (EU)-funded project creating a detailed, global, multi regional environmentally extended Supply and Use table (MR EE SUT) of 43 countries, 129 sectors, 80 resources, and 40 emissions. We sourced primary SUT and input–output tables from Eurostat and non-EU statistical offices. We harmonized and detailed them using auxiliary national accounts data and co-efficient matrices. Imports were allocated to countries of exports using United Nations Commodity Trade Statistics Database trade shares. Optimization procedures removed imbalances in these detailing and trade linking steps. Environmental extensions were added from various sources. We calculated the EU footprint of final consumption with resulting MR EE SUT. EU policies focus mainly on energy and carbon footprints. We show that the EU land, water, and material footprint abroad is much more relevant, and should be prioritized in the EU’s environmental product and trade policies.

 

 

A MULTI-REGION INPUT–OUTPUT TABLE BASED ON THE GLOBAL TRADE ANALYSIS PROJECT DATABASE (GTAP-MRIO)

Robbie M. Andrew & Glen P. Peters
Published online: 21 Mar 2013
Understanding the drivers of many environmental problems requires enumerating the global supply chain. Multi-region input–output analysis (MRIOA) is a well-established technique for this purpose, but constructing a multi-region input–output table (MRIOT) can be a formidable challenge. We constructed a large MRIOT using the Global Trade Analysis Project (GTAP) database of harmonised economic, IO, and trade data. We discuss the historical development of the GTAP-MRIO and describe its efficient construction. We provide updated carbon footprint estimates and analyse several issues relevant for MRIO construction and applications. We demonstrate that differences in environmental satellite accounts may be more important than differences in MRIOTs when calculating national carbon footprints. The GTAP-MRIO is a robust global MRIOT and, given its easy availability and implementation, it should allow the widespread application of global MRIOA by a variety of users.

 

 

THE CONSTRUCTION OF WORLD INPUT–OUTPUT TABLES IN THE WIOD PROJECT

Erik Dietzenbacher , Bart Los , Robert Stehrer , Marcel Timmer & Gaaitzen de Vries
Published online: 21 Mar 2013
This article describes the construction of the World Input–Output Tables (WIOTs) that constitute the core of the World Input–Output Database. WIOTs are available for the period 1995–2009 and give the values of transactions among 35 industries in 40 countries plus the ‘Rest of the World’ and from these industries to households, governments and users of capital goods in the same set of countries. The article describes how information from the National Accounts, Supply and Use Tables and International Trade Statistics have been harmonized, reconciled and used for estimation procedures to arrive at a consistent time series of WIOTs.

 

 

BUILDING EORA: A GLOBAL MULTI-REGION INPUT–OUTPUT DATABASE AT HIGH COUNTRY AND SECTOR RESOLUTION

Manfred Lenzen , Daniel Moran , Keiichiro Kanemoto & Arne Geschke
Published online: 21 Mar 2013
There are a number of initiatives aimed at compiling large-scale global multi-region input–output (MRIO) tables complemented with non-monetary information such as on resource flows and environmental burdens. Depending on purpose or application, MRIO construction and usage has been hampered by a lack of geographical and sectoral detail; at the time of writing, the most advanced initiatives opt for a breakdown into at most 129 regions and 120 sectors. Not all existing global MRIO frameworks feature continuous time series, margins and tax sheets, and information on reliability and uncertainty. Despite these potential limitations, constructing a large MRIO requires significant manual labour and many years of time. This paper describes the results from a project aimed at creating an MRIO account that represents all countries at a detailed sectoral level, allows continuous updating, provides information on data reliability, contains table sheets expressed in basic prices as well as all margins and taxes, and contains a historical time series. We achieve these goals through a high level of procedural standardisation, automation, and data organisation.

 

 

POLICY-RELEVANT APPLICATIONS OF ENVIRONMENTALLY EXTENDED MRIO DATABASES – EXPERIENCES FROM THE UK

Thomas Wiedmann & John Barrett
Published online: 21 Mar 2013
The impressive development in global multi-region input–output (IO) databases is accompanied by an increase in applications published in the scientific literature. However, it is not obvious whether the insights gained from these studies have indeed been used in political decision-making. We ask whether and to what extent there is policy uptake of results from environmentally extended multi-region IO (EE-MRIO) models and how it may be improved. We identify unique characteristics of such models not inherent to other approaches. We then present evidence from the UK showing that a policy process around consumption-based accounting for greenhouse gas emissions and resource use has evolved that is based on results from EE-MRIO modelling. This suggests that specific, policy-relevant information that would be impossible to obtain otherwise can be generated with the help of EE-MRIO models. Our analysis is limited to environmental applications of global MRIO models and to government policies in the UK.

 

From GLOBAL MULTIREGIONAL INPUT–OUTPUT FRAMEWORKS: AN INTRODUCTION AND OUTLOOK

GMRIO

 

From POLICY-RELEVANT APPLICATIONS OF ENVIRONMENTALLY EXTENDED MRIO  DATABASES – EXPERIENCES FROM THE UK

GMRIO2

From Economic Systems Research

Volume 26, 2014 – Issue 3: A Comparative Evaluation of Multi-Regional Input-Output Databases

CONVERGENCE BETWEEN THE EORA, WIOD, EXIOBASE, AND OPENEU’S CONSUMPTION-BASED CARBON ACCOUNTS

Daniel Moran & Richard Wood
Published online: 14 Jul 2014

In this paper, we take an overview of several of the biggest independently constructed global multi-regional input–output (MRIO) databases and ask how reliable and consonant these databases are. The key question is whether MRIO accounts are robust enough for setting environmental policies. This paper compares the results of four global MRIOs: Eora, WIOD, EXIOBASE, and the GTAP-based OpenEU databases, and investigates how much each diverges from the multi-model mean. We also use Monte Carlo analysis to conduct sensitivity analysis of the robustness of each accounts’ results and we test to see how much variation in the environmental satellite account, rather than the economic structure itself, causes divergence in results. After harmonising the satellite account, we found that carbon footprint results for most major economies disagree by<10% between MRIOs. Confidence estimates are necessary if MRIO methods and consumption-based accounting are to be used in environmental policy-making at the national level.

COMPARATIVE EVALUATION OF MRIO DATABASES

Satoshi Inomata & Anne Owen

Published online: 11 Aug 2014

This editorial is the introduction to a special issue of Economics Systems Research on the topic of intercomparison of multi-regional input–output (MRIO) databases and analyses. It explains the rationale for dedicating an issue of this journal to this area of research. Then the six papers chosen for this issue are introduced. This is followed by a concluding section outlining future directions for developers and users of MRIO databases.

 

Please see my related posts:

Accounting For Global Carbon Emission Chains

Development of Global Trade and Production Accounts: UN SEIGA Initiative

Stock Flow Consistent Models for Ecological Economics

 

 

Key Sources of Research:

 

The World Input‐Output Database (WIOD): Contents, Sources and Methods

Edited by Marcel Timmer (University of Groningen)

With contributions from:
Abdul A. Erumban, Reitze Gouma, Bart Los, Umed Temurshoev and
Gaaitzen J. de Vries (University of Groningen)
Iñaki Arto, Valeria Andreoni Aurélien Genty, Frederik Neuwahl, José
M. Rueda‐Cantuche and Alejandro Villanueva (IPTS)
Joe Francois, Olga Pindyuk, Johannes Pöschl and Robert Stehrer
(WIIW), Gerhard Streicher (WIFO)

April 2012, Version 0.9

Click to access WIOD_sources.pdf

 

 

 

Analyzing Global Value Chains using the World Input-Output
Database

Bart Los (University of Groningen)
with Marcel Timmer (Groningen), Gaaitzen de Vries
(Groningen) and Robert Stehrer (wiiw Vienna)

BBVA Foundation – Ivie Workshop, October 30, 2017, Valencia

Click to access B.-Los.pdf

 

An Overview on the Construction of North American Regional Supply-Use and Input-Output Tables and their Applications in Policy Analysis

Statistics Canada
Anthony Peluso
U.S. Bureau of Economic Analysis
Gabriel Medeiros
Jeffrey Young
U.S. International Trade Commission
Ross J. Hallren
Lin Jones
Richard Nugent
Heather Wickramarachi

ECONOMICS WORKING PAPER SERIES
Working Paper 2017-12-A

Click to access na-tiva_white_paper_for_posting_revised_02-20.pdf

 

 

 

 

The Global MRIO Lab – charting the world economy,

Manfred Lenzen, Arne Geschke, Muhammad Daaniyall Abd Rahman, Yanyan
Xiao, Jacob Fry, Rachel Reyes, Erik Dietzenbacher, Satoshi Inomata, Keiichiro Kanemoto, Bart Los, Daniel Moran, Hagen Schulte in den Bäumen, Arnold Tukker, Terrie Walmsley, Thomas Wiedmann, Richard Wood & Norihiko Yamano

(2017)

Economic Systems Research, 29:2, 158-186

Click to access Lenzen%20et%20al._2017_Economic%20Systems%20Research_The%20Global%20MRIO%20Lab–charting%20the%20world%20economy.pdf

 

 

 

 

INPUT–OUTPUT ANALYSIS: THE NEXT 25 YEARS,

Erik Dietzenbacher, Manfred Lenzen, Bart Los, Dabo Guan, Michael L. Lahr,
Ferran Sancho, Sangwon Suh & Cuihong Yang

(2013)

Economic Systems Research, 25:4, 369-389

Click to access Guan-ESR-2013-IO%20next%2025%20years.pdf

 

 

 

OECD Inter-Country Input-Output (ICIO) Tables, 2016 edition

http://www.oecd.org/sti/ind/inter-country-input-output-tables.htm

 

 

Trade in Value Added

OECD

http://www.oecd.org/sti/ind/measuringtradeinvalue-addedanoecd-wtojointinitiative.htm

 

 

 

The Global Resource Accounting Model (GRAM)
a methodological concept paper

Stefan Giljum a, Christian Lutz b, Ariane Jungnitz b

a Sustainable Europe Research Institute (SERI), Vienna, Austria
b Institute for Economic Structures Research (GWS), Osnabrück, Germany

April 2008

Click to access Giljum_et_al_GRAM_concept_paper_final.pdf

 

 

 

POLICY-RELEVANT APPLICATIONS OF
ENVIRONMENTALLY EXTENDED MRIO DATABASES – EXPERIENCES FROM THE UK,

Thomas Wiedmann & John Barrett

(2013):

Economic Systems Research, 25:1, 143-156

Click to access Wiedmann__Barrett_-_2013_-_Policy-relevant_applications_of_evironmentally_extended_MRIO_databases_-_experiences_from_the_UK.pdf

 

 

THE CONSTRUCTION OF WORLD INPUT–OUTPUT TABLES IN THE WIOD PROJECT,

Erik Dietzenbacher , Bart Los , Robert Stehrer , Marcel Timmer & Gaaitzen de
Vries

(2013)

Economic Systems Research, 25:1, 71-98,

Click to access WIOD%20construction.pdf

 

 

System of Environmental-Economic Accounting 2012— Applications and Extensions

http://ec.europa.eu/eurostat/documents/3859598/7789413/KS-01-15-797-EN-N.pdf/9404d9b0-5c2d-48c8-b1e9-2632800162e7

 

 

Calculating Trade in Value Added

IMF

Prepared by Aqib Aslam, Natalija Novta, and Fabiano Rodrigues-Bastos1

July 2017

https://www.imf.org/~/media/Files/Publications/WP/2017/wp17178.ashx

 

 

World Input-Output Network

Federica Cerina, Zhen Zhu, Alessandro Chessa and Massimo Riccaboni

July 1, 2015

Click to access 336.pdf

 

 

 

Making Global Value Chain Research More Accessible

Lin Jones, William Powers, and Ravinder Ubee1

U.S. International Trade Commission, Office of Economics

October 21, 2013

Click to access ec201310a.pdf

 

On the Measurement of Upstreamness and Downstreamness in
Global Value Chains

Pol Antras
Harvard University and NBER
Davin Chor
National University of Singapore

October 30, 2017

Click to access upstream_ac_oct30_2017_withtables.pdf

 

 

 

THE OECD INPUT-OUTPUT DATABASE: 2006 EDITION

STI WORKING PAPER 2006/8

Norihiko Yamano and Nadim Ahmad

Click to access OECD%20Input-Output%20Database.pdf

 

 

 

GLOBAL MULTI REGIONAL INPUT–OUTPUT FRAMEWORKS: AN INTRODUCTION AND OUTLOOK,

Arnold Tukker & Erik Dietzenbacher

(2013)

Econ omic Systems Research, 25:1,1-19

Click to access UNSD%20-%20Tukker%20-%20Overview%20on%20International%20IO%20Tables%20-%202013.pdf

 

THE CONSTRUCTION OF WORLD INPUT–OUTPUT TABLES IN THE WIOD PROJECT,

Erik Dietzenbacher , Bart Los , Robert Stehrer , Marcel Timmer & Gaaitzen de
Vries

(2013)

Economic Systems Research, 25:1, 71-98

Click to access WIOD%20construction.pdf

 

 

 

A review of recent multi-region input–output models used for consumption-based
emission and resource accounting

Thomas Wiedmann

2009

http://wedocs.unep.org/bitstream/handle/20.500.11822/19433/a_review.pdf?sequence=1&isAllowed=y

 

 

World Input-Output Network

Federica Cerina, Zhen Zhu, Alessandro Chessa, Massimo Riccaboni

2015

Click to access pone.0134025.pdf

 

 

A Network of Networks Perspective on Global Trade

Julian Maluck, Reik V. Donner

Click to access pone.0133310.pdf

 

 

 

THE ‘REST OF THE WORLD’ – ESTIMATING THE ECONOMIC STRUCTURE OF MISSING REGIONS IN GLOBAL MULTI-REGIONAL INPUT–OUTPUT TABLES,

Konstantin Stadler, Kjartan Steen-Olsen & Richard Wood

(2014)

Economic Systems Research, 26:3, 303-326

Click to access Stadler,%20Steen-olsen,%20Wood_2015_Unknown_the%20‘%20Rest%20of%20the%20World%20’%20–%20Estimating%20the%20Economic%20Structure%20of%20Missing%20Regions%20in%20Global%20Multi.pdf

 

 

“Trade, Environment, and Growth: Advanced topics in Input-Output Analysis”*

Professor: Erik Dietzenbacher (U. Groningen)

March 9-13, 2015

Click to access outline___trade_growth_and_the_environment_.pdf

 

 

 

 

Wassily Leontief and the discovery of the input-output approach

Click to access memo-18-2016-versjon-2.pdf

 

 

Networks of value added trade,

Amador, João; Cabral, Sónia

(2016)

ECB Working Paper, No. 1931, ISBN 978-92-899-2179-4,

Click to access ecbwp1931.pdf

 

EXIOPOL – DEVELOPMENT AND ILLUSTRATIVE ANALYSES OF A DETAILED GLOBAL MR EE SUT/IOT,

Arnold Tukker , Arjan de Koning , Richard Wood , Troy Hawkins , Stephan
Lutter , Jose Acosta , Jose M. Rueda Cantuche , Maaike Bouwmeester , Jan Oosterhaven ,
Thomas Drosdowski & Jeroen Kuenen

(2013)

Economic Systems Research, 25:1,50-70

Click to access Tukker%20et%20al._2013_Economic%20Systems%20Research_Exiopol%20–%20Development%20and%20Illustrative%20Analyses%20of%20a%20Detailed%20Global%20Mr%20Ee%20SutIot.pdf

 

 

 

The World Input-Output Database (WIOD) project

Robert Stehrer

OECD-WPTSG meeting

November 18, 2009 – OECD, Paris

Click to access 44197850.pdf

 

 

The World Input-Output Database (WIOD): Construction, Challenges and Applications

Abdul Azeez Erumbana, Reitze Goumaa, Bart Losa,b, Robert Stehrerc, Umed
Temurshoevb, Marcel Timmer a,b,*, Gaaitzen de Vries

Paper prepared for World Bank workshop
“The Fragmentation of Global Production and Trade in Value Added”,
June 9-10, 2011.

Click to access PAPER_13_Erumban_Gouma_Los_Stehrer_Temurshoev_Timmer_deVries.pdf

 

The World Input-Output Database: Content, Concepts and Applications.

Timmer, M. P., Dietzenbacher, E., Los, B., Stehrer, R., & de Vries, G. J.

(2014).

GGDC Working Papers; Vol. GD-144).

Click to access gd144.pdf

 

 

Measuring Global Value Chains with the WIOD (World Input-Output Database)

Marcel Timmer

Groningen Growth and Development Centre
University of Groningen
(presentation at OECD conference,
Paris, 21 September, 2010)

Click to access 1-3_Timmer.pdf

 

 

 

Global value chains, trade, jobs, and environment: The new WIOD database

Hubert Escaith, Marcel Timmer

13 May 2012

https://voxeu.org/article/new-world-input-output-database

 

Wassily Leontief and the discovery of the input-output approach

Olav Bjerkholt

2016

Click to access 877412162.pdf

 

 

 

WHO PRODUCES FOR WHOM IN THE WORLD ECONOMY?

Guillaume Daudin (Lille-I (EQUIPPE) & Sciences Po (OFCE), Christine Rifflart, Danielle
Schweisguth (Sciences Po (OFCE))1

This version: July 2009

Click to access WP2009-18.pdf

 

 

 

An Anatomy of the Global Trade Slowdown based on the WIOD 2016 Release

Marcel P. Timmer, Bart Los,
Robert Stehrer, and Gaaitzen J. de Vries

December 2016

Click to access gd162.pdf

The Dollar Shortage, Again! in International Wholesale Money Markets

The Dollar Shortage, Again! in International Wholesale Money Markets

 

During the 2008-2009 global financial crisis, There were many European Banks which got into trouble due to shortage of US Dollar funding in the whole sale international interbank market.  US Federal Reserve eventually extended currency swaps to ECB and other central banks to ease the pressure.

Is it happening now?  There is no banking crisis but there seems to be Dollar Shortage.

 

Foreign Exposure of European Banks

Liquidity Constraints in Global Money Markets (International Interbank Market)

  • Eurodollar Market

Non US Borrowers got funding from FX Market

  • FX Swap
  • Currency Swap

and Non Bank Sources (Shadow Banking)

  • MMMF
  • ABCP

 

Funding and liquidity management

Funding can be defined as the sourcing of liabilities. Funding decisions are usually, but not exclusively, taken in view of actual or planned changes in a financial institution’s assets. The funding strategy sets out how a bank intends to remain fully funded at the minimum cost consistent with its risk appetite. Such a strategy must balance cost efficiency and stability. A strategy which targets a broader funding base may entail higher operating and funding costs, but through diversity provides more stable, reliable funding. One which focuses efforts on generating home currency funding may prove more reliable in adverse times but entail higher costs in normal markets. The balance of cost and benefit will reflect a range of factors (see Section 3). Accordingly, funding risk essentially refers to a bank’s (in-)ability to raise funds in the desired currencies on an ongoing basis. Liquidity management is the management of cash flows across an institution’s balance sheet (and possibly across counterparties and locations). It involves the control of maturity/currency mismatches and the management of liquid asset holdings. A bank’s liquidity management strategy sets out limits on such mismatches and the level of liquid assets to be retained to ensure that the bank remains able to meet funding obligations with immediacy across currencies and locations, while still reflecting the bank’s preferred balance of costs (eg of acquiring term liabilities or holding low-yielding liquid assets) and risks (associated with running large maturity or currency mismatches). Accordingly, liquidity risk refers to a bank’s (in-)ability to raise sufficient funds in the right currency and location to finance cash outflows at any given point in time. Funding and liquidity management are interrelated. Virtually every transaction has implications for a bank’s funding needs and, more immediately, for its liquidity management. The maturity transformation role of banks renders them intrinsically vulnerable to both institution-specific and market-related cash flow risks. The likelihood of an unexpected cash-flow shock occurring, and a bank’s ability to cope with it, will reflect not only the adequacy of its funding and liquidity management strategies, but also their coherence under stressed conditions. A bank’s funding strategy will condition liquidity management needs. Hence, the risks embedded in the chosen funding strategy will translate into risks that liquidity management will have to address. Failure to properly manage funding risk may suddenly manifest itself as a liquidity problem, should those sources withdraw funding at short notice. Conversely, inadequate liquidity risk management may place unmanageable strains on a bank’s funding strategy by requiring very large amounts of funding to be raised at short notice.

 

From The Global Financial Crisis and Offshore Dollar Markets

The Global Shortage of U.S. Dollars

International firms need U.S. dollars to fund their investments in U.S.-dollar-denominated assets, such as retail and corporate loans as well as securities holdings. The funding for these investments is typically obtained from a variety of sources: the unsecured cash markets, the FX swap market, and other shortterm wholesale funding markets.

During the financial crisis, a global shortage of dollars occurred, primarily reflecting the funding needs of European banks. Baba, McCauley, and Ramaswamy (2009) show that European banks had substantially increased their U.S. dollar asset positions from about $2 trillion in 1999 to more than $8 trillion by mid-2007. Until the onset of the crisis, these banks had met their funding requirements mainly by borrowing from the unsecured cash and commercial paper markets and by using FX swaps. Unfortunately, most unsecured funding sources eroded during the crisis. For example, U.S. money market funds abruptly stopped purchasing bank-issued commercial paper after they faced large redemptions associated with the bankruptcy of Lehman Brothers (Baba, McCauley, and Ramaswamy 2009). The reduced availability of dollars resulted in higher dollar funding costs.

The remainder of this article describes the increase in dollar funding costs as reflected in the FX swap market, the primary market enabling global financial institutions to manage multi- currency funding exposures without assuming the credit risk inherent in unsecured funding markets. As liquidity in major unsecured lending markets eroded, the demand for dollar funding through FX swap markets intensified sharply and pushed up the cost of raising dollars through FX swaps. Moreover, heightened demand for dollar funding in conjunction with a reduced willingness to lend dollars noticeably impaired the functioning of the FX swap market, particularly as term liquidity dried up.

 

Measures of Liquidity Tightening

  • LIBOR-OIS Spread
  • FX Swap implied basis spread

 

Two Measures

Two measures are used to show the increased cost of dollar funds in private markets during the crisis.

  • The first is the spread between the London interbank offered rate (Libor) and the overnight index swap (OIS) rate.
  • The second measure is the foreign exchange (FX) swap implied basis spread, which reflects the cost of funding dollar positions by borrowing foreign currency and converting it into dollars through an FX swap.

 

 

dollarshort2

 

 

What are the Money Markets

Wholesale money markets

  • Unsecured cash term deposits and loans
  • Money market calculations and conventions
  • Benchmark rates and their determination
  • Libor
  • Euribor
  • Overnight indexed rates such as Eonia and Sonia
  • Treasury bills (a first look at risk-free)
  • Commercial Paper – CP credit ratings
  • Secured money market loans – sale and repurchase agreements (Repos)

 

Money market derivatives

  • Short term interest rate futures (STIRs): Eurodollar, Short Sterling and Euribor futures
  • Forward rate agreements
  • Interest rate swaps
  • Overnight index swaps (OIS): Sonia and Eonia swaps
  • Monetary policy and the money markets

How a central bank uses money markets to transmit its interest rate intentions.

 

 

OTC US Dollar Money Markets:  Sources of short term Funding

A.  Fed Funds Market (Domestic)

B.  Interbank Money Market

  • Cash Market
  • Market for Short Term Securities
  • Market for Derivatives

Cash Market

  • Unsecured – Eurodollar
  • Secured – REPO
  • Secured (Collateralized markets) – FX Swap Market

Short Term Securities Market

  • T-Bills
  • Commercial Paper
  • Certificate of Deposits

Derivatives Market

  • Interest Rates Swaps

 

 

Money Markets in EU

In the unsecured market, activity is concentrated on the overnight maturity segment. The reference rate in this segment is the Eonia (Euro Overnight Index Average). It is a market index computed as the weighted average of overnight unsecured lending transactions undertaken by a representative panel of banks. The same panel banks contributing to the Eonia also quote for the Euribor (Euro Interbank Offered Rate). The Euribor is the rate at which euro interbank term deposits are offered by one prime bank to another prime bank. This is the reference rate for maturities of one, two and three weeks and for twelve maturities from one to twelve months.11

The market for short term securities includes government securities (Treasury bills) and private securities (mainly commercial paper and bank certificates of deposits).

In the market for derivatives, typically interest rate swaps and futures are traded.

 

Is it happening again?

Policy Decisions such as

  • Rising Interest Rates
  • Stronger Dollar
  • Repatriation of Corporate profits from Europe
  • Unwillingness to extend of CB Swap Lines

can cause liquidity crisis which show up in

  • LIBOR rate
  • Eurodollar rate
  • OIS Rate
  • CIP breakdown
  • EURIBOR
  • TIBOR

 

Breakdown of CIP – Then and Now

 

dollarshort4

 

A brief history of the three key periods of global USD-funding shortfalls:

  • The first episode immediately after the Lehman bankruptcy coincided with a US banking crisis that quickly became a global banking crisis via cross border linkages. Financial globalization meant that Japanese banks had accumulated a large amount of dollar assets during the 1980s and 1990s. Similarly European banks accumulating a large amount of dollar assets during 2000s created structural US dollar funding needs. The Lehman crisis made both European and Japanese banks less creditworthy in dollar funding markets and they had to pay a premium to convert euro or yen funding into dollar funding as they were unable to access dollar funding markets directly.
  • The second episode of very negative dollar basis took place during the Euro debt crisis. The sovereign crisis created a banking crisis making Euro area banks less worthy from a counterparty/credit risk point of view in dollar funding markets. As dollar funding markets including fx swap markets dried up, these funding needs took the form of an acute dollar shortage. European banks and companies that had dollar assets to fund had to pay a hefty premium in fx swap markets to convert their euro funding into dollar funding. Those European banks and companies that were unable to do so, were forced to liquidate dollar assets such as dollar denominated bonds and loans to reduce their need for dollar funding
  • The third phase of very negative dollar basis started at the end of last year. Monetary policy divergence has for sure played a role during the end of 2014 and the beginning of this year. The ECB’s and BoJ’s QE has created an imbalance between supply and demand across funding markets. Funding conditions have become a lot easier outside the US with QE-driven liquidity injections raising the supply of euro and yen funding vs. dollar funding. This divergence manifested itself as one-sided order flow in cross currency swap markets causing a decline in the basis. And we did see these funding imbalances in cross border corporate issuance.

 

Emergent and Related Issues:

  • Global Liquidity
  • Offshore Dollar Money Markets
  • Eurodollar Market
  • International Lender of Last Resort
  • FX Swaps and Currency Swaps Market
  • Cross border funding
  • International Interbank Market
  • Shadow Banking – MMMF, ABCP,
  • LIBOR EURIBOR TIBOR
  • Covered Interest Parity (CIP) Breakdown
  • OIS LIBOR
  • Wholesale Funding Market
  • Global Credit
  • Credit Markets
  • Impact of Global Liquidity on Global Trade
  • Credit Networks of Global Banks
  • International Investment Positions of Banks
  • Derisking by global banks
  • Decline in Correspondent Banking
  • Shortage of Trade Finance

 

Why has Global Trade dropped so precipitously since 2014?

Is it because of shortage of US Dollars?

 

fx17

 

 

Key Sources of Research:

 

“This Is An Extremely Serious Problem” – Dollar Funding Shortage Hits Record In Japan

2016

http://www.zerohedge.com/news/2016-03-17/extremely-serious-problem-dollar-funding-shortage-hits-record-japan

 

 

Global Dollar Shortage Intensifies To Worst Level Since 2012

2015

http://www.zerohedge.com/news/2015-10-03/global-dollar-funding-shortage-intesifies-worst-level-2012

 

 

Dollar Illiquidity Getting Critical: A $10 Trillion Short Which The Fed Does Not Understand

2016

http://www.zerohedge.com/news/2016-11-16/dollar-illiquidity-getting-critical-10-trillion-short-which-fed-does-not-understand

 

 

The VIX Is Dead: According To The BIS, This Is The New “Fear Indicator”

2016

http://www.zerohedge.com/news/2016-11-15/vix-dead-according-bis-new-fear-indicator

 

 

New ICC survey finds worsening global shortage of trade finance

http://www.fx-mm.com/52872/news/trading-news/icc-survey-trade-finance/

 

 

 

A ‘dollar shortage’ has returned. This is why

2016

https://www.weforum.org/agenda/2016/10/a-dollar-shortage-has-returned-this-is-why

 

 

Dollar shortage *alert* (plus global trade *alert*)

2016

https://ftalphaville.ft.com/2016/11/15/2179675/dollar-shortage-alert-plus-global-trade-alert/

 

 

As goes correspondent banking, so goes globalisation

2016

https://ftalphaville.ft.com/2016/07/26/2170875/as-goes-correspondent-banking-so-goes-globalisation/

 

 

How do you solve a problem like de-globalisation?

2015

https://ftalphaville.ft.com/2015/09/24/2140786/how-do-you-solve-a-problem-like-de-globalisation/

 

 

On the ongoing demise of globalisation

2016

https://ftalphaville.ft.com/2016/10/11/2177071/on-the-ongoing-demise-of-globalisation/

 

 

Textbook defying global dollar shortages

2016

https://ftalphaville.ft.com/2016/06/09/2165690/textbook-defying-global-dollar-shortages/

 

 

The Coming Dollar Shortage

https://dailyreckoning.com/coming-dollar-shortage/

 

 

Dollar Shortage Goes Mainstream: When Will The Fed Confess?

2016

http://www.zerohedge.com/news/2016-11-24/dollar-shortage-goes-mainstream-when-will-fed-confess

 

 

The Global Dollar Funding Shortage Is Back With A Vengeance And “This Time It’s Different”

2015

http://www.zerohedge.com/news/2015-03-08/global-dollar-funding-shortage-back-vengeance-set-surpass-lehman-crisis-levels

 

 

The US dollar has been on a tear, and that will spell bad news for the rest of the world

http://markets.businessinsider.com/currencies/news/The-US-dollar-has-been-on-a-tear-and-that-will-spell-bad-news-for-the-rest-of-the-world-1001611294

 

 

There is a war for capital coming, says UBS

2016

https://ftalphaville.ft.com/2016/02/25/2154339/there-is-a-war-for-capital-coming-says-ubs/

 

 

The eurodollar as an economic no-man’s land

2016

https://ftalphaville.ft.com/2016/04/08/2158883/the-eurodollar-as-an-economic-no-mans-land/

 

 

 

Eurodollars, China, TIC data + mysteries

2016

https://ftalphaville.ft.com/2016/03/31/2157947/eurodollars-china-tic-data-mysteries/

 

 

Petrodollars are eurodollars, and eurodollar base money is shrinking

2016

https://ftalphaville.ft.com/2016/01/25/2151037/petrodollars-are-eurodollars-and-eurodollar-base-money-is-shrinking/

 

 

All about the eurodollars

2014

https://ftalphaville.ft.com/2014/09/05/1957231/all-about-the-eurodollars/

 

 

A global reserve requirement for all those eurodollars

2016

https://ftalphaville.ft.com/2016/04/15/2159277/a-global-reserve-requirement-for-all-those-eurodollars/

 

 

On the availability of dollar funding

2015

https://ftalphaville.ft.com/2015/04/01/2125661/on-the-availability-of-dollar-funding/

 

 

The dollar shortage problem, evaluated

2009

https://ftalphaville.ft.com/2009/08/05/65406/the-dollar-shortage-problem-evaluated/

 

 

All about the eurodollars, redux

2015

https://ftalphaville.ft.com/2015/09/24/2140580/all-about-the-eurodollars-redux/

 

 

BIS says we should follow the money

2014

https://ftalphaville.ft.com/2014/09/04/1955881/bis-says-we-should-follow-the-money/

 

 

Eurodollars, FX reserve managers and the offshore RRP issue

2015

https://ftalphaville.ft.com/2015/09/01/2139085/eurodollars-fx-reserve-managers-and-the-offshore-rrp-issue/

 

 

The BoE as eurodollar dealer of last resort?

2015

https://ftalphaville.ft.com/2015/02/20/2119663/the-boe-as-eurodollar-dealer-of-last-resort/

 

 

FT:  The Eurodollar Market: It All Starts Here

2016

http://www.zerohedge.com/news/2016-12-04/eurodollar-market-it-all-starts-here

 

 

From turmoil to crisis: dislocations in the FX swap market before and after the failure of Lehman Brothers

N Baba

http://www.bis.org/publ/work285.htm

 

 

Dollar Funding and Global Banks

Jeremy C. Stein

2012

 

Click to access stein20121217a.pdf

 

 

The US dollar shortage in global banking and the international policy response

by Patrick McGuire and Götz von Peter

October 2009

 

Click to access work291.pdf

 

 

The US dollar shortage in global banking

 

Patrick McGuire Goetz von Peter

2009

Click to access treasury_1196.pdf

 

 

 

Emergent International Liquidity Agreements: Central Bank Cooperation after the Global Financial Crisis

Daniel McDowell

 

Click to access mcdowell_eln.pdf

 

 

The Financial Crisis through the Lens of Foreign Exchange Swap Markets

Crystal Ossolinski and Andrew Zurawski

2010

 

Click to access bu-0610-7.pdf

 

 

The spillover of money market turbulence to FX swap and cross-currency swap markets

N Baba

2008

 

Click to access r_qt0803h.pdf

 

 

Liquidity Shocks, Dollar Funding Costs, and the Bank Lending Channel During the European Sovereign Crisis

Ricardo Correa, Horacio Sapriza, and Andrei Zlate

2012

 

Click to access ifdp1059.pdf

 

 

GLOBAL INTEGRATION OF BANKING MARKETS: AT WHAT COST?

John L. Simpson

 

Click to access 00463515e5285b6a85000000.pdf

 

 

Systemic risk in the major Eurobanking markets: Evidence from inter-bank offered rates

J.L. Simpson, J.P. Evans

2005

 

Click to access jou2-2.pdf

 

 

The Eurocurrency interbank market: potential for international crises?.

Saunders, Anthony.

Business Review (1988): 17-27.

 

 

The Great Liquidity Freeze: What Does It Mean for International Banking?

Dietrich Domanski and Philip Turner

June 2011

 

Click to access adbi-wp291.pdf

 

 

The Euro-dollar market as a source of United States bank liquidity

Steve B. Steib

 

http://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=6277&context=rtd

 

 

The LIBOR Eclipse: Political Economy of a Benchmark

Alexis Stenfors1 and Duncan Lindo

January 2016

Click to access RMF-47_Stenfors-Lindo.pdf

 

 

Basics of U.S. Money Markets

2016

 

Click to access 05.10.2016-moneymarkets-9.15am.pdf

 

 

Implementing Monetary Policy – Short-term Money Markets Monitoring

2015

 

Click to access 09.29.2015-mmarketsv2-1.30pm.pdf

 

 

The Dollar Squeeze of the Financial Crisis

Jean-Marc Bottazzia Jaime Luqueb

Mario R. Pascoac Suresh Sundaresand

 

Click to access 6611902.pdf

 

 

Central Bank Dollar Swap Lines and Overseas Dollar Funding Costs

 

 

 

 

The Global Financial Crisis and Offshore Dollar Markets

Niall Coffey, Warren B. Hrung, Hoai-Luu Nguyen, and Asani Sarkar

2009

 

https://papers.ssrn.com/sol3/papers2.cfm?abstract_id=1496407

 

 

 

When and how US dollar shortages evolved into the full crisis?: Evidence from the cross-currency swap market

Naohiko Baba* and Yuji Sakurai†

10/27/2009

Click to access sem_paper_0_349_naohiko-baba.pdf

 

 

 

 

Funding patterns and liquidity management of internationally active banks

 

http://www.bankingreview.nl/download/23711

 

 

The functioning and resilience of cross-border funding markets

2010

CGFS 37

Click to access cgfs37.pdf

 

 

 

The Impact of the Financial Crisis on Cross-Border Funding

Yaz Terajima, Harri Vikstedt, and Jonathan Witme

2011

 

Click to access fsr-0610-terajima.pdf

 

 

Financial Crises and Risk Premiums in International Interbank Markets 

Shin-ichi Fukuda

Mariko Tanaka

 

Click to access ppr020f.pdf

 

 

Dollar Funding and the Lending Behavior of Global Banks

Victoria Ivashina

David S. Scharfstein

Jeremy C. Stein

October 2012

Click to access dollar_funding_october_2012_final.pdf

 

 

Financial crises and bank funding: recent experience in the euro area

by Adrian van Rixtel and Gabriele Gasperini

March 2013

 

Click to access work406.pdf

 

 

The Financial Crisis and Money Markets in Emerging Asia

Robert Rigg and Lotte Schou-Zibell

No. 38 | November 2009

 

Click to access wp38-financial-crisis-money-markets.pdf

 

 

Money Market Integration

Leonardo Bartolini Spence Hilton Alessandro Prati

 

Click to access sr227.pdf

 

 

Segmentation in the U.S. Dollar Money Markets During the Financial Crisis

James J. McAndrews

May 19, 2009

 

Click to access Session2.pdf

 

 

Re-thinking the lender of last resort

September 2014

 

Click to access bispap79.pdf

 

 

Towards an International Lender of Last Resort

Stephen G. Cecchetti

September 2014

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2504732

 

 

Global Liquidity: Public and Private

Jean-Pierre Landau

 

 

The Global Dollar System

Stephen G Cecchetti

Click to access Polp61.pdf

 

 

US dollar money market funds and non-US banks

Naohiko Baba Robert N McCauley Srichander Ramaswamy

2009

 

Click to access r_qt0903g.pdf

 

 

Improving the Resilience of Core Funding Markets

2009

Bank of Canada

Jean-Sébastien Fontaine, Jack Selody, and Carolyn Wilkins

 

 

How do Global Banks Scramble for Liquidity? Evidence from the Asset- Backed Commercial Paper Freeze of 2007*

by Viral V. Acharya Gara Afonso Anna Kovner

October 24, 2012

 

 

The Financial Crisis and Money Markets in Emerging Asia

Robert Rigg and Lotte Schou-Zibell

No. 38 | November 2009

 

 

Regulatory Reforms and the Dollar Funding of Global Banks:

Evidence from the Impact of Monetary Policy Divergence

Tomoyuki Iida

Takeshi Kimura

Nao Sudo

2016

 

Click to access wp16e14.pdf

 

 

Monetary policy spillovers and currency networks in cross-border bank lending

by Stefan Avdjiev and Előd Takáts

March 2016

 

Click to access work549.pdf

 

 

FUNDING LIQUIDITY RISK AND DEVIATIONS FROM INTEREST-RATE PARITY DURING THE FINANCIAL CRISIS OF 2007-2009

Prepared by Cho-Hoi Hui, Hans Genberg and Tsz-Kin Chung

2009

 

Click to access HKMAWP09_13_full.pdf

 

 

Deviations from Covered Interest Rate Parity

Wenxin Du  Alexander Tepper  Adrien Verdelhan

January 1, 2016

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2768207

 

 

Limits to Arbitrage and Deviations from Covered Interest Rate Parity

James Pinnington1 and Maral Shamloo

Click to access sdp2016-4.pdf

 

 

Capital Constraints, Counterparty Risk, and Deviations from Covered Interest Rate Parity

Niall Coffey Warren B. Hrung Asani Sarkar

September 2009

Click to access sr393.pdf

 

 

Covered interest parity lost: understanding the cross-currency basis

Claudio Borio Robert McCauley Patrick McGuire Vladyslav Sushko

2016

Click to access r_qt1609e.pdf

 

 

Bye-bye covered interest parity

Claudio Borio, Robert McCauley, Patrick McGuire, Vladyslav Sushko

28 September 2016

http://voxeu.org/article/bye-bye-covered-interest-parity