Variable type | Name | Symbol | Definition |
Explained variable | Reduction ratio | R_ratio | The ratio of the total number of shares held by the actual controller to the company’s outstanding shares (%). |
Reduction frequency | R_fre | The sum of the number of times the actual controller reduces holdings. | |
Explanatory variables | Family membership | Fam_type | Dummy variable, the value of the alienation type is 1, otherwise it is 0. |
Family members in management | Manage | Dummy variable, if two or more family members participate in the management of the family business, the value is 1, otherwise it is 0. | |
Financial distress | FD | Dummy variable, if the company’s net profit is negative, the value is 1, otherwise it is 0. | |
Control variable | Whether the chairman and CEO is the same person | Sameflag | Dummy variable, if the two are the same person, the value is 1, otherwise it is 0. |
Return on assets | ROA | Total corporate net profit/total corporate assets. | |
Book-to-market ratio | BM | Total assets/market value. | |
Debt ratio | Debt_ratio | Total corporate liabilities/total corporate assets. | |
Institutional shareholding ratio | Ins_ratio | Number of shares held by institutional investors/total shares (%). | |
Independent director ratio | Ind_ratio | Number of independent directors/total number of directors. | |
Shareholding ratio of the top five shareholders | H5_ratio | Number of shares held by the top five shareholders/total number of shares. | |
Stock circulation ratio | Cir_ratio | Number of shares outstanding/total shares. | |
Tobin’ q | Tb_q | Market value/(total assets—net intangible assets—net goodwill). | |
Owned sector | Bkflag | Dummy variable, the main board is 0, the entrepreneurial sector is 1, medium the small business sector is −1. | |
Firm size | Size | The natural log of a company’s total assets. | |
Listing years | Life | The number of years since the company went public. | |
Industry | Industry | Industry dummy variable. | |
Year | Year | Year dummy variable. |