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Capital is a fundamental component of agricultural production, and the accumulation of capital is key to growth in agriculture and the process of development. Unfortunately, cross-country data sets on agricultural fixed capital are rare. Using a common methodology that allows comparisons across countries, as well as over time, this paper introduces a data series on fixed capital in agriculture, based on national accounts data. The fixed capital measure differs remarkably from the Food and Agriculture Organization's data series on tractors, which has been widely utilized as a proxy for agricultural fixed capital. The authors construct comparable measures of capital in livestock and tree stock. They examine the evolution of the capital stocks from 1970 to 2000, paying particular attention to the changing composition of agricultural capital, as well as differences in the accumulation of capital for high-income and middle and lower-income countries. Using the capital measures in agricultural productivity analyses, the data yield estimated input elasticities substantially different from those found previously in the literature. The authors show explicitly that this is due to the improved data set on agricultural capital stocks, as well as the methodology used in the study.
Agricultural Development --- Agricultural production --- Agriculture --- Capital accumulation --- Capital stocks --- Data availability --- Economic Growth --- Economic Theory & Research --- Emerging Markets --- Fixed Capital --- Income --- Investment and Investment Climate --- Livestock --- Macroeconomics and Economic Growth --- Private Sector Development --- Productivity --- Rural Development --- Rural Development Knowledge & Information Systems
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The paper presents empirical analysis of a panel of countries to estimate an agricultural production function using a measure of capital in agriculture absent from most studies. The authors employ a heterogeneous technology framework where implemented technology is chosen jointly with inputs to interpret information obtained in the empirical analysis of panel data. The paper discusses the scope for replacing country and time effects by observed variables and the limitations of instrumental variables. The empirical results differ from those reported in the literature for cross-country studies, largely in augmenting the role of capital, in combination with productivity gains, as a driver of agricultural growth. The results indicate that total factor productivity increased at an average rate of 3.2 percent, accounting for 59 percent of overall growth. Most of the remaining gains stem from large inflows of fixed capital into agriculture. The results also suggest possible constraints to fertilizer use.
Agriculture --- Economic growth --- Economic Theory and Research --- Elasticity --- Elasticity of substitution --- Environment --- Environmental Economics and Policies --- Factor demand --- Macroeconomics and Economic Growth --- Production Function --- Production functions --- Productivity --- Productivity growth --- Total factor productivity
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Capital is a fundamental component of agricultural production, and the accumulation of capital is key to growth in agriculture and the process of development. Unfortunately, cross-country data sets on agricultural fixed capital are rare. Using a common methodology that allows comparisons across countries, as well as over time, this paper introduces a data series on fixed capital in agriculture, based on national accounts data. The fixed capital measure differs remarkably from the Food and Agriculture Organization's data series on tractors, which has been widely utilized as a proxy for agricultural fixed capital. The authors construct comparable measures of capital in livestock and tree stock. They examine the evolution of the capital stocks from 1970 to 2000, paying particular attention to the changing composition of agricultural capital, as well as differences in the accumulation of capital for high-income and middle and lower-income countries. Using the capital measures in agricultural productivity analyses, the data yield estimated input elasticities substantially different from those found previously in the literature. The authors show explicitly that this is due to the improved data set on agricultural capital stocks, as well as the methodology used in the study.
Agricultural Development --- Agricultural production --- Agriculture --- Capital accumulation --- Capital stocks --- Data availability --- Economic Growth --- Economic Theory & Research --- Emerging Markets --- Fixed Capital --- Income --- Investment and Investment Climate --- Livestock --- Macroeconomics and Economic Growth --- Private Sector Development --- Productivity --- Rural Development --- Rural Development Knowledge & Information Systems
Choose an application
The paper presents empirical analysis of a panel of countries to estimate an agricultural production function using a measure of capital in agriculture absent from most studies. The authors employ a heterogeneous technology framework where implemented technology is chosen jointly with inputs to interpret information obtained in the empirical analysis of panel data. The paper discusses the scope for replacing country and time effects by observed variables and the limitations of instrumental variables. The empirical results differ from those reported in the literature for cross-country studies, largely in augmenting the role of capital, in combination with productivity gains, as a driver of agricultural growth. The results indicate that total factor productivity increased at an average rate of 3.2 percent, accounting for 59 percent of overall growth. Most of the remaining gains stem from large inflows of fixed capital into agriculture. The results also suggest possible constraints to fertilizer use.
Agriculture --- Economic growth --- Economic Theory and Research --- Elasticity --- Elasticity of substitution --- Environment --- Environmental Economics and Policies --- Factor demand --- Macroeconomics and Economic Growth --- Production Function --- Production functions --- Productivity --- Productivity growth --- Total factor productivity
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Agricultural productivity --- Agriculture --- Production functions (Economic theory) --- Mathematical models. --- Economic Aspects --- Economic aspects
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