How Does a Social Credit System Affect Supply Chain Risk: Evidence from China

This paper exploits the staggered establishment of 43 social credit system pilot cities across two batches in China (2015 and 2016) as a quasi-natural experiment to examine the effect of institution-based trust on firm-level supply chain risk. Using data on Chinese A-share listed firms over the period 2007–2022 and employing a staggered difference-in-differences (DID) approach, we find evidence that the construction of China’s social credit system is associated with lower corporate supply chain risk, with the baseline estimate equivalent to approximately 7.93% of the sample mean. Channel analyses associate social credit system construction with greater supply chain diversification and an improved net trade-credit position. Exploratory subgroup analyses yield more negative point estimates in regions with higher marketization and among firms with lower observed environmental uncertainty. Our findings suggest a potential role of institution-based trust in supply chain risk management and have implications for corporate managers and policymakers.

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Publication Details

Journal
International Journal of Financial Studies
Published
2026-10-15
DOI
https://doi.org/10.3390/ijfs14100275
Primary Topic
Supply Chain Resilience and Risk Management
Type
article
Field-Weighted Citation Impact
0.00
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article

How Does a Social Credit System Affect Supply Chain Risk: Evidence from China

He Ma, Jinglu Zhao, Yue Li
International Journal of Financial Studies
Supply Chain Resilience and Risk Management
article

How Does a Social Credit System Affect Supply Chain Risk: Evidence from China

He Ma, Jinglu Zhao, Yue Li
article en

Abstract

This paper exploits the staggered establishment of 43 social credit system pilot cities across two batches in China (2015 and 2016) as a quasi-natural experiment to examine the effect of institution-based trust on firm-level supply chain risk. Using data on Chinese A-share listed firms over the period 2007–2022 and employing a staggered difference-in-differences (DID) approach, we find evidence that the construction of China’s social credit system is associated with lower corporate supply chain risk, with the baseline estimate equivalent to approximately 7.93% of the sample mean. Channel analyses associate social credit system construction with greater supply chain diversification and an improved net trade-credit position. Exploratory subgroup analyses yield more negative point estimates in regions with higher marketization and among firms with lower observed environmental uncertainty. Our findings suggest a potential role of institution-based trust in supply chain risk management and have implications for corporate managers and policymakers.

International Journal of Financial StudiesVol. 14(10)
Renmin University of China (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 9%
Supply Chain Resilience and Risk Management
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