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来源类型 | Discussion paper |
规范类型 | 论文 |
来源ID | DP14553 |
DP14553 Productivity dispersion and persistence among the world’s most numerous firms | |
Kyle Emerick; Marshall Burke; Casey Maue | |
发表日期 | 2020-04-02 |
出版年 | 2020 |
语种 | 英语 |
摘要 | A vast firm productivity literature finds that otherwise similar firms differ widely in their productivity and that these differences persist through time, with important implications for the broader macroeconomy. These stylized facts derive largely from studies of manufacturing firms in wealthy countries, and thus have unknown relevance for the world's most common firm type, the smallholder farm. We use detailed micro data from over 12,000 smallholder farms and nearly 100,000 agricultural plots across four countries in Africa to study the size, source, and persistence of productivity dispersion among smallholder farmers. Applying standard regression-based approaches to measuring productivity residuals, we find much larger dispersion but less persistence than benchmark estimates from manufacturing. We then show, using a novel framework that combines physical output measurement, estimates from satellites, and machine learning, that about half of this discrepancy can be accounted for by measurement error in output. After correcting for measurement error, productivity differences across firms and over time in our smallholder agricultural setting closely match benchmark estimates for non-agricultural firms. These results question some common implications of observed dispersion, such as the importance of misallocation of factors of production. |
主题 | Development Economics |
URL | https://cepr.org/publications/dp14553 |
来源智库 | Centre for Economic Policy Research (United Kingdom) |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/543458 |
推荐引用方式 GB/T 7714 | Kyle Emerick,Marshall Burke,Casey Maue. DP14553 Productivity dispersion and persistence among the world’s most numerous firms. 2020. |
条目包含的文件 | 条目无相关文件。 |
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