This paper presents a set of collaborative filtering algorithms that produce product recommendations to diversify and optimize a country's export structure in support of sustainable long-term growth. The recommendation system is able to accurately predict the historical trends in export content and structure for high-growth countries, such as China, India, Poland, and Chile, over 20-year spans. As a contemporary case study, the system is applied to Paraguay, to create recommendations for the country's export diversification strategy.
Mr. Andrew Baer, Mr. Kwangwon Lee, and James Tebrake
Digitalization and the innovative use of digital technologies is changing the way we work, learn, communicate, buy and sell products. One emerging digital technology of growing importance is cloud computing. More and more businesses, governments and households are purchasing hardware and software services from a small number of large cloud computing providers. This change is having an impact on how macroeconomic data are compiled and how they are interpreted by users. Specifically, this is changing the information and communication technology (ICT) investment pattern from one where ICT investment was diversified across many industries to a more concentrated investment pattern. Additionally, this is having an impact on cross-border flows of commercial services since the cloud service provider does not need to be located in the same economic territory as the purchaser of cloud services. This paper will outline some of the methodological and compilation challenges facing statisticians and analysts, provide some tools that can be used to overcome these challenges and highlight some of the implications these changes are having on the way users of national accounts data look at investment and trade in commercial services.
A technical Assistance (TA) Mission was conducted by CAPTAC-DR1 from May 14 to 18, 2018 with the objective of supporting the Central Reserve Bank of El Salvador (CBR) in its efforts to strengthen its national accounts statistics for decision making. The TA mission covered the following topics: compilation of an Input-Output Table (IOT) for 2014; as well as to follow up on the recommendations made in previous TA missions to disseminate Supply and Use Tables (SUT) for 2015 and thereafter, as part of the national accounts’ series with base year 2005. In addition, the mission provided training to the Department of National Accounts (DNA) team of the CBR in the methodological and conceptual aspects necessary for the analysis and application of the IOT as a statistical and analytical tool.
It has been two years since the trade tensions erupted and not only captured policymakers’ but also the research community’s attention. Research has quickly zoomed in on understanding trade war rhetoric, tariff implementation, and economic impacts. The first article in the December 2019 issue sheds light on the consequences of the recent trade barriers.
This Selected Issues paper discusses initiatives to promote export diversification and growth in Liberia. Liberia’s exports have been very concentrated in the past, but some progress in export diversification has been made in recent years, mostly in the enclave sectors. The government has launched the Liberia Agricultural Transformation Agenda (LATA) to support diversification and transformation. LATA strives to build up the agricultural sector as well as adopt a supportive industrial policy. Improving business climate and external competitiveness could play an important role in increasing export diversification in Liberia. Efficiency could also be increased through better access to markets and technology, cheaper imported inputs, as well as more competition with imports.
International Monetary Fund. External Relations Dept.
Leaders of the Group of Eight countries gathered in Kananaskis, Canada, June 26–27, for a summit that focused on terrorism, the global economy, and building a new partnership for Africa’s development. It was their first meeting since the terrorist attacks of September 11. It was announced that Russia, which since 1997 has participated in summit meetings with the Group of Seven immediately following the annual G-7 summits, and which this year participated more fully as a member of the summit group, will in 2006 assume the presidency of the G-8 and host the summit. The June 2003 summit will be held in France.