2019
DOI: 10.1093/rfs/hhz008
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Credit Allocation Under Economic Stimulus: Evidence from China

Abstract: We study credit allocation across firms and its real effects during China’s economic stimulus plan of 2009–2010. We match confidential loan-level data from the nineteen largest Chinese banks with firm-level data on manufacturing firms. We document that the stimulus-driven credit expansion disproportionately favored state-owned firms and firms with a lower average product of capital, reversing the process of capital reallocation toward private firms that characterized China’s high growth before 2008. We argue t… Show more

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Cited by 353 publications
(184 citation statements)
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“…The finding that the fiscal multiplier has increased as output growth has slowed is consistent with the broader literature on the relationship between fiscal multipliers and the state of the economy (Auerbach and Gorodnichenko, 2012;Baum et al, 2012;Blanchard and Leigh, 2013). A decline in the credit multiplier may be driven by the over-saturation of the economy with credit, and resulting credit misallocations (Song et al, 2011;Cong et al, 2017;Ru, 2017).…”
Section: Introductionsupporting
confidence: 83%
“…The finding that the fiscal multiplier has increased as output growth has slowed is consistent with the broader literature on the relationship between fiscal multipliers and the state of the economy (Auerbach and Gorodnichenko, 2012;Baum et al, 2012;Blanchard and Leigh, 2013). A decline in the credit multiplier may be driven by the over-saturation of the economy with credit, and resulting credit misallocations (Song et al, 2011;Cong et al, 2017;Ru, 2017).…”
Section: Introductionsupporting
confidence: 83%
“…show that during China's economic stimulus, bank credit was allocated disproportionally to financing investment in real estate and heavy industries, which reflected the government's strategy to rely on these industries to stimulate GDP growth. Cong and Ponticelli (2016) also show that new credit was allocated disproportionally more towards state-owned, low productivity firms than to privately-owned, high-productivity firms, reversing the prior trend of efficient reallocation. Using data from -2013, Huang, Pagano, and Panizza (2016 provide evidence that the debt issuance by local governments crowded out investment by private 21 See Bonin and Huang (2001) for how the state dealt with bad loans in the early 2000s; see the State Council (2016) for a recent plan for the Debt-for-Equity Swap.…”
Section: A Debt Crisis Riskmentioning
confidence: 78%
“…Unfortunately, since 2008, financial repression, particularly credit misallocation has been pushed by the party-state to an unprecedented level. Private enterprises have been further driven out of credit markets (Herrala and Jia 2015;Johansson and Feng 2016;Cong and Ponticelli 2017). Huang (2011) estimates that 90 per cent of the stimulus funds have been directed towards SOEs.…”
Section: An Institutional Explanation For the Repression-risk Nexus Imentioning
confidence: 99%
“…Most new credit is extended to LGFVs and traditional SOEs, which have implemented numerous investment projects to reinvigorate China's economy after the shock of the financial crisis. Unfortunately, the efficiency of these investment projects is questionable (Cong and Ponticelli 2017). Shi and Huang (2014) further argue that China's stimulus program of 2008 has led to a problem of overinvestment in infrastructure.…”
Section: An Institutional Explanation For the Repression-risk Nexus Imentioning
confidence: 99%