Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data
This paper studies how the trade liberalization in China changes the firm productivity. We develop a framework to estimate revenue productivity (TFPR) and real productivity (TFPQ) with multi-product firms. We find that the aggregate TFPR increases 30\% from 2002-2007 and TFPQ increases 22\%, suggest...
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sg-smu-ink.soe_research-35152022-01-13T06:59:10Z Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data ONISHI, Ken XU, Jianhuan YANG, Guang This paper studies how the trade liberalization in China changes the firm productivity. We develop a framework to estimate revenue productivity (TFPR) and real productivity (TFPQ) with multi-product firms. We find that the aggregate TFPR increases 30\% from 2002-2007 and TFPQ increases 22\%, suggesting that the observed TFPR increase is mainly driven by real productivity change rather than the markup change. We further decompose the change of productivity into three channels: (1) access to foreign inputs; (2) technology upgrade; (3) resource re-allocation within the firm. We find the most significant channel is the last one, which explains half of the aggregate productivity increase. We also find that the SOEs and private firms significantly improve the TFPR. However, private firms TFPR increase mainly come from the increase of TFPQ, while only 65\% of the TFPR increase of SOEs can be attributed to change of TFPQ. 2020-12-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/soe_research/2516 https://ink.library.smu.edu.sg/context/soe_research/article/3515/viewcontent/Productionfunctionest.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Economics eng Institutional Knowledge at Singapore Management University Production function estimation TFP trade China Asian Studies Industrial Organization |
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Production function estimation TFP trade China Asian Studies Industrial Organization ONISHI, Ken XU, Jianhuan YANG, Guang Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
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This paper studies how the trade liberalization in China changes the firm productivity. We develop a framework to estimate revenue productivity (TFPR) and real productivity (TFPQ) with multi-product firms. We find that the aggregate TFPR increases 30\% from 2002-2007 and TFPQ increases 22\%, suggesting that the observed TFPR increase is mainly driven by real productivity change rather than the markup change. We further decompose the change of productivity into three channels: (1) access to foreign inputs; (2) technology upgrade; (3) resource re-allocation within the firm. We find the most significant channel is the last one, which explains half of the aggregate productivity increase. We also find that the SOEs and private firms significantly improve the TFPR. However, private firms TFPR increase mainly come from the increase of TFPQ, while only 65\% of the TFPR increase of SOEs can be attributed to change of TFPQ. |
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ONISHI, Ken XU, Jianhuan YANG, Guang |
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ONISHI, Ken XU, Jianhuan YANG, Guang |
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ONISHI, Ken |
title |
Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
title_short |
Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
title_full |
Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
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Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
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Firm productivity and the variety of inputs and outputs: Evidence from Chinese trade data |
title_sort |
firm productivity and the variety of inputs and outputs: evidence from chinese trade data |
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Institutional Knowledge at Singapore Management University |
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2020 |
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https://ink.library.smu.edu.sg/soe_research/2516 https://ink.library.smu.edu.sg/context/soe_research/article/3515/viewcontent/Productionfunctionest.pdf |
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