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Understanding Export Diversification: Key Drivers and Policy Implications
We identify key factors, from large set of potential determinants, that explain the variation in export diversification across countries and over time using Bayesian Model Averaging (BMA), which addresses model uncertainty and ranks factors in order of importance vis-a-vis their explanatory power. Our analysis suggests, in order to diversify, policy makers should prioritize human capital accumulation and reduce barriers to trade. Other policy areas include improving quality of institutions and developing the financial sector. For commodity exporters reducing barriers to trade is the most important driver of diversification, followed by improving education outcomes at the secondary level and financial sector development.
In Search of Information: Use of Google Trends’ Data to Narrow Information Gaps for Low-income Developing Countries
Timely data availability is a long-standing challenge in policy-making and analysis for low-income developing countries. This paper explores the use of Google Trends’ data to narrow such information gaps and finds that online search frequencies about a country significantly correlate with macroeconomic variables (e.g., real GDP, inflation, capital flows), conditional on other covariates. The correlation with real GDP is stronger than that of nighttime lights, whereas the opposite is found for emerging market economies. The search frequencies also improve out-of-sample forecasting performance albeit slightly, demonstrating their potential to facilitate timely assessments of economic conditions in low-income developing countries.
South Asia's Path to Resilient Growth
South Asia’s Path to Sustainable and Inclusive Growth highlights the remarkable development progress in South Asia and how the region can advance in the aftermath of the COVID-19 pandemic. Steps include a renewed push toward greater trade and financial openness, while responding proactively to the distributional impact and dislocation associated with this structural transformation. Promoting a green and digital recovery remains important. The book explores ways to accelerate the income convergence process in the region, leveraging on the still-large potential demographic dividend in most of the countries. These include greater economic diversification and export sophistication, trade and foreign direct investment liberalization and participation in global value chains amid shifting regional and global conditions, financial development, and investment in human capital.
Chile: A Role Model of Export Diversification Policies?
Largely because of its vast copper reserves, Chile’s exports are highly concentrated on this low complexity product and this is often cited as a major drawback of its economic policy framework. However, its exogenous copper abundance conceals the country’s success in developing non-mineral and complex exports. This achievement is remarkable considering its remoteness from the large international economic centers, which limits its integration to global value chains. As suggested in this paper, this accomplishment reflects Chile’s strength in policy areas that foster non-mineral exports (including complex exports), making the country a role model in export diversification and complexity policies among emerging market countries.
Macroeconomic Research in Low-income Countries
Despite strong economic growth since 2000, many low-income countries (LICs) still face numerous macroeconomic challenges, even prior to the COVID-19 pandemic. Despite the deceleration in real GDP growth during the 2008 global financial crisis, LICs on average saw 4.5 percent of real GDP growth during 2000 to 2014, making progress in economic convergence toward higher-income countries. However, the commodity price collapse in 2014–15 hit many commodity-exporting LICs and highlighted their vulnerabilities due to the limited extent of economic diversification. Furthermore, LICs are currently facing a crisis like no other—COVID-19, which requires careful policymaking to save lives and livelihoods in LICs, informed by policy debate and thoughtful research tailored to the COVID-19 situation. There are also other challenges beyond COVID-19, such as climate change, high levels of public debt burdens, and persistent structural issues.
High Performance Export Portfolio: Design Growth-Enhancing Export Structure with Machine Learning
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.
A Diversification Strategy for South Asia
While South Asia has gone a long way in diversifying their economies, there is substantial scope to do more. Some countries – India, Nepal, and Sri Lanka – can build on their existing production capabilities; others – Bangladesh, Bhutan, and the Maldives – would need to undertake a more concerted push. We identify key policies from a large set of potential determinants that explain the variation in export diversification and complexity across 189 countries from 1962 to 2018. Our analysis suggests that South Asia needs to invest in infrastructure, education, and R&D, facilitate bank credit to productive companies, and open to trade in order to diversify and move up the value chains. Given the COVID-19 pandemic, investing in digital technologies as part of the infrastructure push and improving education are of even greater importance to facilitate the ability to work remotely and assist resource reallocation away from the less viable sectors.
Topical Issues in International Development and Economics
This book offers various insights on current hot topics in development economics. The authors address the questions of gender effects, leapfrogging, the factors determining the production frontiers of countries, and the respective roles of financial, monetary and fiscal policies in fostering the development of countries. They also question one of the strategies utilized by policy makers in poor countries: development through trade and financial globalization. They ask whether education has really been a factor in development, and look at the role of those who return to the country after studying abroad. This book is the result of a collaboration between researchers from Asia, Africa and Europe. It will be useful to economists and non-economists working in academia (including postgraduate students), as well as professionals working in development institutions and public institutions responsible for strategic planning in developing and emerging countries.
Macroeconomic Developments and Prospects in Low-Income Developing Countries
"This paper is the fourth in a series that examines macroeconomic developments and prospects in Low Income Developing Countries (LIDCs). LIDCs are Fund member countries where gross national income (GNI) per capita lies below a threshold level and where external financial linkages and socioeconomic indicators have not lifted them into emerging market status. There are 59 countries in the LIDC grouping, accounting for about one-fifth of the world’s population and 4 percent of global output. The paper examines macroeconomic trends across LIDCs in recent years, contrasting key features of the current situation with the period prior to the 2014 decline in commodity prices. Particular attention is given to the evolution of fiscal positions and public debt levels, including detailed analysis of the drivers of debt accumulation and the current severity of debt vulnerabilities. The analysis is grounded in, and draws on, the analysis and databases used to compile the World Economic Outlook: this report drills down into the WEO database to look in detail at the experience of LIDCs."
Review of Implementation of IMF Commitments in Support of the 2030 Agenda for Sustainable Development
The paper reviews the implementation of the initiatives the IMF committed to in 2015 to support developing countries in pursuing the 2030 agenda for sustainable development, including (i) strengthening national tax systems; (ii) tackling large infrastructure gaps; (iii) promoting economic inclusion; (iv) the development of domestic financial markets; (v) intensifying engagement in fragile and conflict-affected states; (vi) improving economic statistics; (vii) expanding the financial safety net for developing countries; and (viii) addressing macroeconomic aspects of climate change. The implementation record to date shows that there has been a large scaling up of IMF support for the 2030 development agenda. The IMF has also engaged in other initiatives of direct relevance for supporting the 2030 development agenda, including adopting a framework to assess corruption vulnerabilities and developing a broad framework for assessing the spending levels needed to reach key SDGs. The paper draws lessons learned from the implementation of the various initiative to inform future IMF engagements.
