内生性
工具变量
普通最小二乘法
经济
计量经济学
股票市场
金融知识
广义矩量法
估计员
金融市场
逻辑回归
面板数据
财务
统计
数学
马
古生物学
生物
作者
Haiyang Chen,Ya Dai,David Guo
标识
DOI:10.1016/j.iref.2022.11.034
摘要
We analyze the relationship between financial literacy (FL) and market participation among Chinese households. Our ordinary least square (OLS) regression results show that advanced FL is statistically positively related to market participation. Because of endogeneity concerns between FL and market participation, researchers have challenged OLS results for their bias and inconsistency. We consider the instrumental variable estimator using the generalized method of moments (IV-GMM) that aims to remedy endogeneity issue. We perform the Hansen J test of over-identification restrictions to ensure that the excluded instruments are appropriately independent of the error process. The IV-GMM estimates show that individuals with a higher advanced FL score are more likely to invest in stock markets. Specifically, with an additional one point of the advanced FL score, the probability of market participation will increase by about 12% points. We also perform robustness tests using different model specifications and different FL measures. Results are consistent with the main finding that advanced FL is positively related to market participation. Based on the results of the IV-GMM, we conclude that individuals with a higher level of advanced FL are more likely to participate in stock markets.
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