Chinese Journal of Management Science ›› 2025, Vol. 33 ›› Issue (12): 71-86.doi: 10.16381/j.cnki.issn1003-207x.2023.0405
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Ran Huang(
), Mengyuan Li, Yaqi Zhao
Received:2023-03-14
Revised:2023-08-18
Online:2025-12-25
Published:2025-12-25
Contact:
Ran Huang
E-mail:eba_hr@mail.ccnu.edu.cn
CLC Number:
Ran Huang,Mengyuan Li,Yaqi Zhao. Relationship Specific Investment and Firm Debt Default Risk: Study Based on Structural Analysis Approach and Multiple Nonlinear Mediation Model[J]. Chinese Journal of Management Science, 2025, 33(12): 71-86.
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| 变量类型 | 变量名称 | 符号 | 计算说明 | 样本数 | 均值 | 中值 | 标准差 | 最小值 | 最大值 |
|---|---|---|---|---|---|---|---|---|---|
| 被解释变量 | 企业违约风险 | DD | 企业违约距离 | 9510 | 5.262 | 4.839 | 2.088 | 2.088 | 12.695 |
| 解释变量 | 关系专用性投资 | RSI | 综合清算价值指数的倒数值 | 9510 | 0.983 | 0.989 | 0.103 | 0.731 | 1.278 |
| 中介变量 | 盈利能力 | ROA | 净利润/总资产 | 9510 | 0.042 | 0.037 | 0.057 | -0.175 | 0.214 |
| 收益波动 | VR | 连续3年营业收入的标准差 | 9510 | 0.085 | 0.061 | 0.083 | 0.006 | 0.501 | |
| 现金流风险 | RCF | 连续3年经营现金流的标准差 | 9510 | 0.357 | 0.237 | 0.366 | 0.019 | 2.006 | |
| 控制变量 | 企业规模 | Size | 企业总资产取对数 | 9510 | 13.030 | 12.921 | 1.085 | 10.938 | 16.209 |
| 资产负债率 | Debt | 总负债/总资产 | 9510 | 0.399 | 0.395 | 0.184 | 0.055 | 0.829 | |
| 企业绩效 | FP | 企业的托宾Q | 9329 | 2.081 | 1.673 | 1.232 | 0.866 | 7.732 | |
| 成长能力 | Growth | 营业收入增长率 | 9510 | 0.137 | 0.100 | 0.283 | -0.422 | 1.498 | |
| 上市年限 | Age | 上市年数取对数 | 9510 | 2.337 | 2.398 | 0.600 | 0.693 | 3.258 | |
| 大股东持股 | TopH | 第一大股东持股比例 | 9510 | 0.323 | 0.301 | 0.138 | 0.081 | 0.704 |
"
| 变量 | (1) | (2) | (3) | (4) | 变量 | (5) | (6) | (7) | (8) |
|---|---|---|---|---|---|---|---|---|---|
| DD | DD | DD | DD | DD | DD | DD | DD | ||
| RSI | 6.404*** | RSI (-1) | 6.542*** | ||||||
| (4.47) | (4.20) | ||||||||
| RSI2 | -2.883*** | RSI2 (-1) | -2.929*** | ||||||
| (-3.96) | (-3.69) | ||||||||
| CRSI | 5.133*** | CRSI (-1) | 5.015*** | ||||||
| (7.59) | (6.81) | ||||||||
| CRSI2 | -7.795*** | CRSI2 (-1) | -8.049*** | ||||||
| (-5.19) | (-4.75) | ||||||||
| RD | 3.591*** | RD (-1) | 4.446*** | ||||||
| (3.51) | (4.26) | ||||||||
| RD2 | -11.002* | RD2 (-1) | -19.474*** | ||||||
| (-1.92) | (-3.42) | ||||||||
| ADV | 1.172*** | ADV (-1) | 1.143*** | ||||||
| (7.59) | (7.07) | ||||||||
| ADV2 | -5.390*** | ADV2 (-1) | -5.095*** | ||||||
| (-5.85) | (-5.26) | ||||||||
| 企业特征 | 控制 | 控制 | 控制 | 控制 | 企业特征 | 控制 | 控制 | 控制 | 控制 |
| 时间/行业 | 控制 | 控制 | 控制 | 控制 | 时间/行业 | 控制 | 控制 | 控制 | 控制 |
| 样本量 | 9329 | 9329 | 9329 | 6651 | 样本量 | 8382 | 8382 | 8382 | 5982 |
| 校正的R2 | 0.682 | 0.682 | 0.681 | 0.694 | 校正的R2 | 0.683 | 0.684 | 0.682 | 0.699 |
"
| 变量 | (1) | (2) | (3) | (4) | (5) | (6) |
|---|---|---|---|---|---|---|
| RSI | DD | RSI | DD | RSI | DD | |
| IIO | 0.031*** | |||||
| (8.05) | ||||||
| IIO-IV | 78.332*** | |||||
| (3.64) | ||||||
| IIO-IV2 | -42.636*** | |||||
| (-3.88) | ||||||
| CIO | 0.029*** | |||||
| (8.81) | ||||||
| CIO-IV | 124.019*** | |||||
| (5.62) | ||||||
| CIO-IV2 | -62.259*** | |||||
| (-5.62) | ||||||
| CSTI | 0.113*** | |||||
| (12.52) | ||||||
| CSTI-IV | 99.091*** | |||||
| (5.17) | ||||||
| CSTI-IV2 | -50.523*** | |||||
| (-5.18) | ||||||
| 特征/时间/行业 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| 样本量 | 9329 | 9329 | 9299 | 9299 | 9299 | 9299 |
| F值/校正R2 | 53.99 | 0.681 | 50.52 | 0.681 | 52.44 | 0.681 |
"
| 变量 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
|---|---|---|---|---|---|---|---|---|
| DD | ROA | VR | RCF | DD | DD | DD | DD | |
| RSI | 6.404*** | 0.401*** | 0.290*** | -2.476*** | 5.458*** | 6.504*** | 6.096*** | 5.126*** |
| (4.47) | (7.14) | (2.78) | (-4.70) | (3.81) | (4.54) | (4.24) | (3.56) | |
| RSI2 | -2.883*** | -0.196*** | -0.136*** | 1.451*** | -2.422*** | -2.931*** | -2.703*** | -2.223*** |
| (-3.96) | (-6.93) | (-2.58) | (5.33) | (-3.33) | (-4.03) | (-3.69) | (-3.04) | |
| ROA | 2.359*** | 2.464*** | ||||||
| (7.93) | (8.27) | |||||||
| VR | -0.346** | -0.255 | ||||||
| (-2.23) | (-1.63) | |||||||
| RCF | -0.124*** | -0.147*** | ||||||
| (-3.85) | (-4.50) | |||||||
| 特征/时间/行业 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| 样本量 | 9329 | 9329 | 9329 | 9329 | 9329 | 9329 | 9329 | 9329 |
| 校正的R2 | 0.682 | 0.371 | 0.045 | 0.167 | 0.684 | 0.682 | 0.682 | 0.685 |
"
| 变量 | 制造商组 | 供应商组 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| DD | ROA | VR | RCF | DD | DD | ROA | VR | RCF | DD | |
| RSI | 3.449 | 0.512*** | 0.642*** | -2.342*** | 2.245 | 4.587*** | 0.290*** | 0.196 | -2.250*** | 3.480** |
| (1.34) | (5.11) | (4.77) | (-3.13) | (0.87) | (2.81) | (4.01) | (1.34) | (-3.07) | (2.14) | |
| RSI2 | -1.698 | -0.250*** | -0.290*** | 1.452*** | -1.067 | -2.075** | -0.141*** | -0.084 | 1.329*** | -1.500* |
| (-1.33) | (-5.13) | (-4.29) | (3.76) | (-0.83) | (-2.48) | (-3.78) | (-1.12) | (3.47) | (-1.80) | |
| ROA | 2.253*** | 2.428*** | ||||||||
| (4.22) | (7.36) | |||||||||
| VR | -0.330 | 0.132 | ||||||||
| (-1.09) | (0.74) | |||||||||
| RCF | -0.112 | -0.167*** | ||||||||
| (-1.54) | (-4.95) | |||||||||
| 特征/时间/行业 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| 样本量 | 3351 | 3351 | 3351 | 3351 | 3351 | 5978 | 5978 | 5978 | 5978 | 5978 |
| 校正的R2 | 0.701 | 0.449 | 0.051 | 0.197 | 0.703 | 0.656 | 0.308 | 0.072 | 0.165 | 0.660 |
"
| 变量 | 契约环境较好组 | 契约环境较差组 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| DD | ROA | VR | RCF | DD | DD | ROA | VR | RCF | DD | |
| RSI | 6.853*** | 0.511*** | 0.379*** | -2.781*** | 5.368*** | 5.855** | 0.173* | 0.174 | -1.607* | 5.165** |
| (3.76) | (6.92) | (2.91) | (-4.15) | (2.94) | (2.49) | (1.96) | (1.00) | (-1.87) | (2.19) | |
| RSI2 | -3.095*** | -0.251*** | -0.169** | 1.596*** | -2.329** | -2.614** | -0.079* | -0.101 | 1.033** | -2.255* |
| (-3.33) | (-6.76) | (-2.56) | (4.59) | (-2.50) | (-2.20) | (-1.78) | (-1.16) | (2.33) | (-1.89) | |
| ROA | 2.396*** | 2.764*** | ||||||||
| (6.94) | (4.62) | |||||||||
| VR | -0.306* | -0.303 | ||||||||
| (-1.73) | (-0.92) | |||||||||
| RCF | -0.136*** | -0.164*** | ||||||||
| (-3.42) | (-2.78) | |||||||||
| 特征/时间/行业 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| 样本量 | 6776 | 6776 | 6776 | 6776 | 6776 | 2553 | 2553 | 2553 | 2553 | 2553 |
| 校正的R2 | 0.680 | 0.362 | 0.051 | 0.169 | 0.683 | 0.785 | 0.402 | 0.049 | 0.157 | 0.688 |
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