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International Monetary Fund. Monetary and Capital Markets Department
At the request of the National Bank of Rwanda (NBR), a technical assistance (TA) mission from the Monetary and Capital Markets (MCM) department was conducted from October 9 to 18, 2023, to enhance the NBR’s Forecasting and Policy Analysis System (FPAS). The mission aimed to strengthen the understanding and application of nowcasting frameworks for Gross Domestic Product (GDP) and Consumer Price Index (CPI) inflation, as well as to analyze the effects of weather shocks on food crop production and fresh food prices. The mission included interactive technical sessions with NBR staff and achieved the following: (1) Improved forecast evaluation by resolving discrepancies in the use of different Core CPI definitions in the medium-term Quarterly Projection Model (QPM) and nowcasting models; (2) Established a system for analyzing the impact of weather shocks, particularly rainfall, on food crop production and fresh food prices; (3) Provided hands-on training for NBR staff on using CPI nowcasting tools to monitor monthly inflation outcomes and creating and interpreting uncertainty fan charts for GDP and CPI projections; and (4) Enhanced understanding of the construction of high-frequency real sector indicators in GDP nowcasting models.
Kalin I Tintchev
and
Laura Jaramillo
Using a comprehensive drought measure and a panel autoregressive distributed lag model, the paper finds that worsening drought conditions can result in long-term scarring of real GDP per capita growth and affect long-term price stability in Fragile and Conflict-Affected States (FCS), more so than in other countries, leaving them further behind. Lower crop productivity and slower investment are key channels through which drought impacts economic growth in FCS. In a high emissions scenario, drought conditions will cut 0.4 percentage points of FCS’ growth of real GDP per capita every year over the next 40 years and increase average inflation by 2 percentage points. Drought will also increase hunger in FCS, from alreay high levels. The confluence of lower food production and higher prices in a high emissions scenario would push 50 million more people in FCS into hunger. The macroeconomic effects of drought in FCS countries are amplified by their low copying capacity due to high public debt, low social spending, insufficient trade openness, high water insecurity, and weak governance.
Mr. Bjoern Rother
,
Mr. Sebastian Sosa
,
Majdi Debbich
,
Chiara Castrovillari
, and
Ervin Prifti
The global food crisis remains a major challenge. Food insecurity fueled by widely experienced increases in the cost of living has become a growing concern especially in low-income countries, even if price pressures on global food markets have softened somewhat since the onset of Russia’s war in Ukraine in February 2022. Targeted assistance to the most vulnerable households combined with policy measures to support trade and agriculture systems, including to better cope with climate shocks, can help countries withstand the fallout of the ongoing food crisis while building longer-term resilience. The IMF, working in close cooperation with other international organizations, has continued to contribute to international efforts to alleviate food insecurity by providing policy advice, capacity development, and financial support through Upper Credit Tranche Arrangements and the new Food Shock Window. New commitments to countries particularly affected by the global food crisis total $13.2 billion since February 2022, of which $3.7 billion has been disbursed as of March 2023.
Mr. Olumuyiwa S Adedeji
,
Mrs. Jana Bricco
, and
Ms. Vera V Kehayova
The exposure of low-income countries to natural disasters has a significant impact on food production and food security. This paper provides a framework for assessing a country’s vulnerability to food crisis in the event of natural disasters. The paper finds that macroeconomic and structural indicators that are crucial for ensuring the resilience of low-income countries to adverse external shocks are equally important for minimizing the occurrence of food crisis in the event of natural disasters.
Mr. Erwin H Tiongson
,
Mr. Benedict J. Clements
, and
Mr. Sanjeev Gupta
Global food aid is considered a critical consumption smoothing mechanism in many countries. However, its record of stabilizing consumption has been mixed. This paper examines the cyclical properties of food aid with respect to food availability in recipient countries, with a view to assessing its impact on consumption in some 150 developing countries and transition economies, covering 1970 to 2000. The results show that global food aid has been allocated to countries most in need. Food aid has also been countercyclical within countries with the greatest need. However, for most countries, food aid is not countercyclical. The amount of food aid provided is also insufficient to mitigate contemporaneous shortfalls in consumption. The results are robust to various specifications and filtering techniques and have important implications for macroeconomic and fiscal management.
Mr. Mahmood Hasan Khan
and
Mr. Mohsin S. Khan
Agriculture remains the dominant sector in the economies of most Sub-Saharan African countries. However, the experience of agricultural growth in the region stands in sharp contrast to the robust performance of agriculture in many Asian countries, particularly China. In a number of African countries, labor productivity has fallen and land productivity has not risen significantly. In China, on the other hand, land and labor productivities have increased steadily over the past two decades. An examination of factors underlying the contrasting experiences of China and countries in Sub-Saharan Africa reveals important differences in the institutional and policy environments affecting the use of new and profitable technologies to raise land and labor productivities.