Effect of the trading of retail investors
| Panel A: Level of RTP | ||||||
|---|---|---|---|---|---|---|
| 1 (Low) | 2 | 3 | 4 | 5 (High) | High-Low | |
| RTP | 0.30*** | 0.39*** | 0.48*** | 0.58*** | 0.75*** | 0.45*** |
| (21.05) | (19.25) | (20.36) | (23.90) | (34.41) | (23.52) | |
| Panel A: Level of RTP | ||||||
|---|---|---|---|---|---|---|
| 1 (Low) | 2 | 3 | 4 | 5 (High) | High-Low | |
| RTP | 0.30*** | 0.39*** | 0.48*** | 0.58*** | 0.75*** | 0.45*** |
| (21.05) | (19.25) | (20.36) | (23.90) | (34.41) | (23.52) | |
| Panel B: Double-sorted portfolios | |||||
|---|---|---|---|---|---|
| RTP1 | RTP2 | RTP3 | RTP4 | RTP5 | |
| 1 (Low) | 0.59 | 0.81* | 0.94 | 1.16** | 1.36** |
| (1.41) | (1.66) | (1.46) | (2.41) | (2.57) | |
| 2 | 1.05* | 0.80 | 0.91 | 1.82** | 1.34*** |
| (1.93) | (1.58) | (1.54) | (2.13) | (2.61) | |
| 3 | 0.79 | 0.96 | 0.41 | 0.65 | 0.95 |
| (1.45) | (1.58) | (0.66) | (0.89) | (1.62) | |
| 4 | 0.80 | 0.63 | 0.38 | 0.17 | 1.55** |
| (1.33) | (0.98) | (0.60) | (0.28) | (2.23) | |
| 5 (High) | −0.58 | −0.38 | 0.26 | −1.02 | −0.95* |
| (−0.52) | (−0.51) | (0.41) | (−1.58) | (−1.74) | |
| High-Low | −1.06 | −1.19** | −0.68 | −2.18*** | −2.32*** |
| (−0.94) | (−2.17) | (−0.94) | (−3.82) | (−4.32) | |
| CAPM-alpha | −1.08 | −1.41*** | −1.05 | −2.38*** | −2.50*** |
| (−1.00) | (−2.61) | (−1.35) | (−4.12) | (−4.50) | |
| FF3-alpha | −1.16 | −1.19** | −0.35 | −2.37*** | −2.24*** |
| (−0.96) | (−2.01) | (−0.52) | (−3.63) | (−4.10) | |
| Panel B: Double-sorted portfolios | |||||
|---|---|---|---|---|---|
| RTP1 | RTP2 | RTP3 | RTP4 | RTP5 | |
| 1 (Low) | 0.59 | 0.81* | 0.94 | 1.16** | 1.36** |
| (1.41) | (1.66) | (1.46) | (2.41) | (2.57) | |
| 2 | 1.05* | 0.80 | 0.91 | 1.82** | 1.34*** |
| (1.93) | (1.58) | (1.54) | (2.13) | (2.61) | |
| 3 | 0.79 | 0.96 | 0.41 | 0.65 | 0.95 |
| (1.45) | (1.58) | (0.66) | (0.89) | (1.62) | |
| 4 | 0.80 | 0.63 | 0.38 | 0.17 | 1.55** |
| (1.33) | (0.98) | (0.60) | (0.28) | (2.23) | |
| 5 (High) | −0.58 | −0.38 | 0.26 | −1.02 | −0.95* |
| (−0.52) | (−0.51) | (0.41) | (−1.58) | (−1.74) | |
| High-Low | −1.06 | −1.19** | −0.68 | −2.18*** | −2.32*** |
| (−0.94) | (−2.17) | (−0.94) | (−3.82) | (−4.32) | |
| CAPM-alpha | −1.08 | −1.41*** | −1.05 | −2.38*** | −2.50*** |
| (−1.00) | (−2.61) | (−1.35) | (−4.12) | (−4.50) | |
| FF3-alpha | −1.16 | −1.19** | −0.35 | −2.37*** | −2.24*** |
| (−0.96) | (−2.01) | (−0.52) | (−3.63) | (−4.10) | |
Note(s): We define retail trading proportion (RTP) as the ratio of individuals' trading dollar volume to the total trading dollar volume, following the approach of Han and Kumar (2013). The RTP was computed for each stock on a monthly basis by accumulating the daily volumes. Panel A shows the RTP levels for the quintile portfolios sorted by RTP. In Panel B, the value-weighted returns for the 25 portfolios are computed by sorting stocks based on the RTP and the PC1 of left-tail risk measures. The t-statistics are shown in parentheses. ***, ** and * indicate the 1%, 5% and 10% statistical significance, respectively
Source(s): Created by authors
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