Determinants of option volume ratios
| Dependent variable | O/S(Q) | P/C(Q) | ||
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| Ret | 0.006 | −0.003 | ||
| (1.59) | (−0.22) | |||
| Mrk-adj Ret | 0.007*** | 0.007** | ||
| (3.26) | (2.16) | |||
| LogSize | 0.392*** | 0.394*** | 0.066*** | 0.070*** |
| (3.20) | (3.22) | (2.73) | (2.88) | |
| BM | −0.205** | −0.204** | −0.018 | −0.017 |
| (−2.31) | (−2.30) | (−0.77) | (−0.75) | |
| STD | −10.687 | −10.788 | −6.339 | −6.416 |
| (−0.70) | (−0.71) | (−1.36) | (−1.38) | |
| LogTV | −0.608*** | −0.612*** | −0.026 | −0.033 |
| (−5.58) | (−5.62) | (−1.23) | (−1.54) | |
| LogShrtTV | −0.024** | −0.023** | −0.005 | −0.005 |
| (−2.27) | (−2.23) | (−0.97) | (−0.83) | |
| O/S(Q) | −0.021** | −0.022** | ||
| (−2.39) | (−2.47) | |||
| P/C(Q) | −0.019** | −0.019** | ||
| (−2.31) | (−2.39) | |||
| Constant | 6.227* | 6.257* | 0.971 | 1.011 |
| (1.78) | (1.79) | (1.51) | (1.59) | |
| Year dummy | Yes | Yes | Yes | Yes |
| Observations | 41,841 | 41,841 | 41,841 | 41,841 |
| Adjusted R2 | 0.106 | 0.106 | 0.003 | 0.003 |
| Dependent variable | O/S(Q) | P/C(Q) | ||
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| Ret | 0.006 | −0.003 | ||
| (1.59) | (−0.22) | |||
| Mrk-adj Ret | 0.007*** | 0.007** | ||
| (3.26) | (2.16) | |||
| LogSize | 0.392*** | 0.394*** | 0.066*** | 0.070*** |
| (3.20) | (3.22) | (2.73) | (2.88) | |
| BM | −0.205** | −0.204** | −0.018 | −0.017 |
| (−2.31) | (−2.30) | (−0.77) | (−0.75) | |
| STD | −10.687 | −10.788 | −6.339 | −6.416 |
| (−0.70) | (−0.71) | (−1.36) | (−1.38) | |
| LogTV | −0.608*** | −0.612*** | −0.026 | −0.033 |
| (−5.58) | (−5.62) | (−1.23) | (−1.54) | |
| LogShrtTV | −0.024** | −0.023** | −0.005 | −0.005 |
| (−2.27) | (−2.23) | (−0.97) | (−0.83) | |
| O/S(Q) | −0.021** | −0.022** | ||
| (−2.39) | (−2.47) | |||
| P/C(Q) | −0.019** | −0.019** | ||
| (−2.31) | (−2.39) | |||
| Constant | 6.227* | 6.257* | 0.971 | 1.011 |
| (1.78) | (1.79) | (1.51) | (1.59) | |
| Year dummy | Yes | Yes | Yes | Yes |
| Observations | 41,841 | 41,841 | 41,841 | 41,841 |
| Adjusted | 0.106 | 0.106 | 0.003 | 0.003 |
Note(s): This table reports the results from regressions of the option volume ratio quintiles, the O/S(Q) and the P/C(Q). t-statistics are based on standard errors adjusted for a firm-clustering effect and are in parentheses. ***, ** and * denote statistical significance at the 1%, 5% and 10% levels, respectively. The sample period is from November 2014 to May 2022
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