Real-time Forecasts of Economic Activity for Latin American Economies


Book Description

Macroeconomic policy decisions in real-time are based the assessment of current and future economic conditions. These assessments are made difficult by the presence of incomplete and noisy data. The problem is more acute for emerging market economies, where most economic data are released infrequently with a (sometimes substantial) lag. This paper evaluates "nowcasts" and forecasts of real GDP growth using five alternative models for ten Latin American countries. The results indicate that the flow of monthly data helps to improve forecast accuracy, and the dynamic factor model consistently produces more accurate nowcasts and forecasts relative to other model specifications, across most of the countries we consider.




Latin American Economic Outlook 2019 Development in Transition


Book Description

The Latin American Economic Outlook 2019: Development in Transition (LEO 2019) presents a fresh analytical approach in the region. It assesses four development traps relating to productivity, social vulnerability, institutions and the environment.




Latin American Economic Outlook 2022 Towards a Green and Just Transition


Book Description

What challenges and opportunities does the green transition entail for Latin America and the Caribbean? This 15th edition of the Latin American Economic Outlook explores options for the region to recast its production models, transform its energy matrix and create better jobs in the process.




Latin American Economic Outlook 2020 Digital Transformation for Building Back Better


Book Description

The Latin American Economic Outlook (LEO) 2020 focuses on the role of digital transformation in helping to navigate through challenging times. The Covid-19 pandemic is having a profound impact on socio-economic conditions, accentuating the already complex scenario faced by a region with significant structural weaknesses. This unprecedented crisis comes at a time of high aspirations and reinforces the need to transform the very foundations of the development model in the region.




Latin American Economic Outlook 2023 Investing in Sustainable Development


Book Description

Latin America and the Caribbean needs an ambitious and comprehensive investment agenda to embark on a stronger and more sustainable development trajectory. The 16th edition of the Latin American Economic Outlook proposes ways to make this possible through co-ordinated actions by policy makers, the private sector and international partners.




Semiannual Report of the Latin America And Caribbean Region Fall, 2020


Book Description

Latin America and the Caribbean was hit hard by the Covid-19 pandemic, which arrived on the back of years of disappointing economic growth and limited social progress, and after a wave of social unrest. This report reviews the impacts of the crisis as well as the policy responses by countries, which often involved sizeable social transfers. It also presents growth forecasts, and quarterly growth estimates based on satellite imagery. With countries experiencing a diverse mix of health costs and economic costs, the report analyzes how the effectiveness of containment policies, and their impact on economic activity, differ between richer and poorer countries. It also assesses the cost of staying healthy in normal times, showing how it is affected by the structure of the domestic pharmaceutical sector and by the effectiveness of public procurement of medicines. As the region may have to live with the virus for a while, four policy directions are proposed for discussion.










Excerpt: Latin America


Book Description

This is an excerpt of Latin America: New Challenges to Grwoth and Stability.




The Use of High-frequency Indicators in Short-term Forecasting Models: The Case of Latin American and Caribbean Countries


Book Description

The importance of sound and accurate early estimates of economic activity is of utmost importance to national economic authorities at the time of the decision-making process, and to the various agents involved in the economic analysis and follow up of the short-term economic prospects. In this context, the availability of short-term forecasts for quarterly GDP growth rates becomes highly relevant. In Latin America and the Caribbean an increasing amount of countries is producing high frequency economic data, and there has been an increasing interest by national authorities to use this data to improve economic analyses and short-term economic forecasts. This article discusses the use of the now casting methodology applied to Latin American and Caribbean countries with the objective of generating more accurate quarterly GDP growth forecasts. The results show that, for the short-term, this methodology produces accurate and reliable estimates although results at the country level depend very much on the amount and quality of the data available, as well as on its timeliness.