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Middle East and Central Asia > Qatar

You are looking at 1 - 4 of 4 items for :

  • Type: Journal Issue x
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Cover Selected Issues Papers
Building a Knowledge-Based Economy to Boost Growth: The Role of Export Diversification in Qatar
Ken Miyajima
Motivated by Qatar’s Third National Development Strategy, this note discusses ingredients for boosting export diversification and growth potential. Drawing on cross-country experiences and empirical analyses, we shed light on how successful policies supported building human capital and economic complexity, the type of strategy that could best suite Qatar's circumstances, and pitfalls to avoid.
Keywords:
Economic complexity; export diversification; human capital; innovation; Qatar; Third National Development Strategy; suite Qatar's circumstances; based economy; goods export; lessons Qatar; Korea's export mix; Exports; Comparative advantage; Export performance; Middle East; Eastern Europe; Europe; Global
Cover Policy Papers
Review of the Fund’s Capacity Development Strategy—Towards a More Flexible, Integrated, and Tailored Model
International Monetary Fund. Institute for Capacity Development
Capacity Development (CD), comprising technical assistance and training, fosters economic development by improving human capital and institutions in member countries. Every five years, the IMF reviews its CD Strategy to ensure that CD continues to be of high quality and well-focused on the needs of its members. This review calls for CD to become more flexible, integrated with the Fund’s policy advice and lending, and tailored to respond to member needs. The review benefitted from the recent independent evaluation of the Fund’s CD and a wide range of inputs, including internal and external consultations, surveys of recipients and development partners, staff background studies and recommendations of an External Advisory Group. The vision for CD is informed by the Fund’s comparative advantages and surveillance priorities. The proposals of the current review center around the six key areas: (1) strengthening CD prioritization and integration; (2) enhancing the funding model; (3) strengthening monitoring and evaluation; (4) modernizing modalities; (5) enhancing field presence; and (5) strengthening human resources policies for staff working on CD.
Keywords:
Capacity Development; Technical Assistance; Training; Institution; Priorities; Evaluation; Impact; Field Presence; Regional Capacity Development Center; Background Papers; CD personnel structure; CD priority; CD financing initiative; CD Strategy Review; CD governance; CD integration; CD relative; CD partner; strategy review; CD model; CD efficiency; CD stabilization mechanism; Comparative advantage; Artificial intelligence; Revenue mobilization; Climate change; Global
Cover IMF Working Papers
High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning
Ms. Natasha X Che
and
Xuege Zhang
This paper studies the relationship between export structure and growth performance. We design an export recommendation system using a collaborative filtering algorithm based on countries' revealed comparative advantages. The system is used to produce export portfolio recommendations covering over 190 economies and over 30 years. We find that economies with their export structure more aligned with the recommended export structure achieve better growth performance, in terms of both higher GDP growth rate and lower growth volatility. These findings demonstrate that export structure matters for obtaining high and stable growth. Our recommendation system can serve as a practical tool for policymakers seeking actionable insights on their countries’ export potential and diversification strategies that may be complex and hard to quantify.
Keywords:
export diversification; comparative advantage; machine learning; collaborative filtering; economic growth; international trade; export structure; export portfolio recommendation; export recommendation system; performance export portfolio; export potential; Exports; Comparative advantage; Export diversification; Human capital; Total factor productivity; Global; East Asia
Cover IMF Working Papers
Intelligent Export Diversification: An Export Recommendation System with Machine Learning
Ms. Natasha X Che
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.
Keywords:
WP; SITC product lists; price boom; product-space literature; country-product space; export basket; export product; KNN implementation; export diversificiation; comparative advantage; machine learning; collaborative filtering; economic growth; international trade; RCA export; export structure; diversification strategy; KNN recommender; export diversification recommendation; product name; Exports; Export diversification; Personal income; East Asia; Caribbean; Africa; Global; export diversification strategy