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Fig 1.

Framework of the research.

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Table 1.

Summary statistics.

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Table 2.

Baseline regression results.

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Fig 2.

Event study of the effect of the risk perception on firm innovation.

Note:The hollow circles in the Fig 2 are the estimated coefficients, and the vertical bars are the 90% confidence intervals of the estimated coefficients.

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Fig 3.

Placebo test.

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Fig 4.

Nuclear density of matching; (a) Propensity score before matching; (b) Propensity score after matching.

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Fig 4 Expand

Table 3.

The PSM validity test.

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Table 4.

Robustness test.

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Table 5.

Heterogeneous effects of ownership.

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Table 6.

Heterogeneous effects of location.

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Table 7.

Risk perception and market share.

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Table 8.

Industrial position and spillovers.

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