The Influence of Family Governance on the Value of Chinese Family Businesses: Signal Transmission Effect of Financial Performance
Abstract
:1. Introduction
2. Theoretical Analysis and Research Hypotheses
2.1. Concept Definition
2.1.1. Family Business
2.1.2. Family Governance
2.1.3. Financial Performance
2.1.4. Enterprise Value
2.2. Conceptual Framework
2.3. Research Hypotheses
2.3.1. Family Governance and Corporate Value
2.3.2. The Signaling Role of a Company’s Operating Capacity
2.3.3. The Signaling Role of the Company’s Solvency
2.3.4. The Signaling Role of Corporate Profitability
2.3.5. The Signaling Role of Enterprise Development Capability
3. Research Design
3.1. Sample Selection
3.2. Variable Selection
3.2.1. Dependent Variable
3.2.2. Independent Variables
3.2.3. Moderator Variables
3.2.4. Control Variables
3.3. Model Setting
4. Empirical Analyses
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Regression Analysis
4.4. Financial Performance Signal Function Test
4.5. Robustness Test
4.6. Further Analysis
5. Discussion and Conclusions
5.1. Discussion
5.2. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable Name | Measure | |
---|---|---|
Independent variable | DUAL | DUAL was assigned a value of 1, and in other cases, DUAL was counted as 0. |
Dependent variable | TQ | Company market value/total assets |
Moderator | Operating Capability (TURNTA) | Sales revenue/total assets |
Solvency (LEV) | Total liabilities/total assets | |
Profitability (ROA) | Earnings Before Interest and Tax/total assets | |
Development capacity (TAGR) | R&D/total assets | |
Control variable | Firm size (Size) | ln (total assets at the end of the period) |
Family age control (AGE) | Statistics of the current year—the year of family control | |
Equity check and balance (SHRZ) | Total shareholding ratio of the second–fifth largest shareholder/shareholding ratio of the largest shareholder | |
Age of family founders (FA) | Actual founder age of the family | |
Number of family managers (FN) | Number of family members serving as managers in family businesses | |
Industry (Ind) | The industry classification in the “Guidelines for Industry Classification of Listed Companies” issued by the CSRC | |
Year (year) | Statistics of the current year |
Min | Mean | P50 | Max | SD | |
---|---|---|---|---|---|
TQA | 0.31 | 2.34 | 1.81 | 11.01 | 1.85 |
DUAL | 0.00 | 0.65 | 1.00 | 1.00 | 0.48 |
TURNTA | 0.08 | 0.58 | 0.50 | 2.10 | 0.36 |
LEV | 0.04 | 0.36 | 0.35 | 0.85 | 0.19 |
ROA | −0.33 | 0.05 | 0.05 | 0.23 | 0.07 |
TAGR | −0.35 | 0.24 | 0.12 | 2.55 | 0.43 |
SHRZ | 0.36 | 2.54 | 1.51 | 20.42 | 3.14 |
FA | 46 | 51.4 | 54 | 74 | 0.43 |
FN | 4 | 10.8 | 14 | 21 | 0.30 |
AGE | 2.21 | 5.31 | 5.00 | 20.00 | 3.96 |
Variable | VIF | 1/VIF |
---|---|---|
DUAL | 1.03 | 0.93 |
FA | 1.08 | 0.94 |
FN | 1.03 | 0.92 |
SHRZ | 1.07 | 0.96 |
Size | 1.04 | 0.96 |
AGE | 1.04 | 0.97 |
Mean VIF | 1.05 |
TQ | DUAL | TURNTA | LEV | ROA | TAGR | SHRZ | FA | FN | AGE | |
---|---|---|---|---|---|---|---|---|---|---|
TQ | 1.000 | |||||||||
DUAL | 0.265 *** | 1.000 | ||||||||
TURNTA | −0.116 *** | −0.027 * | 1.000 | |||||||
LEV | 0.025 * | 0.008 | 0.113 *** | 1.000 | ||||||
ROA | 0.005 | 0.001 | −0.058 *** | −0.406 *** | 1.000 | |||||
TAGR | 0.024 * | 0.016 | 0.110 *** | 0.042 *** | 0.079 *** | 1.000 | ||||
SHRZ | −0.030 ** | 0.007 | 0.018 | 0.039 *** | 0.007 | −0.012 | 1.000 | |||
FA | 0.044 *** | 0.126 *** | −0.076 *** | −0.055 *** | −0.037 *** | 0.016 | −0.140 | 1.000 | ||
FN | 0.027 * | 0.081 * | 0.017 | 0.125 ** | −0.033 * | 0.203 | 0.089 * | 0.216 | 1.000 | |
AGE | −0.003 | 0.001 | −0.001 | 0.006 | −0.005 | −0.001 | −0.004 | −0.001 | −0.171 | 1.000 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
Coefficient | Coefficient | Coefficient | Coefficient | Coefficient | |
DUAL | 0.418 *** (4.04) | 0.319 * (1.63) | 0.220 * (1.74) | 0.181 * (1.83) | 0.188 *** (2.16) |
TURNTA | 0.469 *** (2.72) | ||||
LEV | 0.137 ** (2.41) | ||||
ROA | 0.725 * (1.69) | ||||
TAGR | 0.145 * (1.68) | ||||
DUAL*TURNTA | 0.692 ** (2.16) | ||||
DUAL*LEV | 1.069 *** (2.74) | ||||
DUAL*ROA | 0.769 *** (3.62) | ||||
DUAL*TAGR | 0.089 * (1.74) | ||||
SHRZ | 0.176 (0.98) | 0.008 * (1.78) | 0.008 * (1.90) | 0.008 * (1.72) | 0.011 * (1.74) |
FA | 0.214 *** (4.36) | 0.287 * (1.75) | 0.348 ** (2.19) | 0.329 * (1.66) | 0.310 * (1.65) |
FN | 0.197 (1.02) | 0.236 ** (2.21) | 0.096 * (1.90) | 0.176 *** (3.09) | 0.280 *** (2.77) |
AGE | 0.002 (0.26) | −0.018 * (−1.89) | −0.003 * (−1.66) | −0.002 (−1.28) | −0.008 * (−1.80) |
Size | −0.665 *** (−24.03) | −0.903 *** (−9.45) | −0.929 *** (9.68) | −0.913 *** (−9.85) | −0.964 *** (−9.64) |
_cons | 15.967 *** (25.18) | 21.837 *** (10.26) | 22.203 *** (9.78) | 21.893 *** (10.57) | 23.048 *** (10.34) |
YEAR | Control | Control | Control | Control | Control |
IND | Control | Control | Control | Control | Control |
P | 0.001 | 0.001 | 0.001 | 0.002 | 0.001 |
R2 | 0.136 | 0.119 | 0.131 | 0.120 | 0.128 |
F | 134.91 | 22.67 | 37.14 | 27.49 | 19.81 |
N | 4732 | 4737 | 4737 | 4737 | 4591 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
DUAL | 0.601 *** (2.60) | 0.207 *** (3.59) | 0.075 * (1.78) | 0.149 *** (2.66) | 0.011 *** (5.21) |
TURNTA | 0.229 * (1.73) | ||||
LEV | 0.587 *** (4.28) | ||||
ROA | 2.761 *** (3.31) | ||||
TAGR | 3.181 *** (3.91) | ||||
DUAL*TURNTA | 0.311 * (1.65) | ||||
DUAL*LEV | 0.391 * (1.65) | ||||
DUAL*ROA | 0.125 ** (2.27) | ||||
DUAL*TAGR | 1.118 ** (2.37) | ||||
SHRZ | 0.011 *** (5.21) | 0.229 (1.33) | 0.359 *** (2.88) | 0.383 ** (2.07) | 0.467 *** (4.65) |
FA | −0.587 *** (−11.28) | −0.001 (−0.27) | −0.582 *** (−11.05) | −0.004 (−0.11) | −0.573 *** (−10.78) |
FN | −2.761 *** (−11.31) | 0.103 *** (3.62) | −2.781 *** (−11.42) | 0.099 *** (3.32) | −2.698 *** (−11.19) |
AGE | 3.181 *** (3.91) | 0.205 * (1.78) | 3.169 *** (3.93) | 0.198 * (1.70) | 2.880 *** (3.64) |
Size | 0.311 * (1.65) | 0.349 *** (4.02) | 0.308 * (1.66) | 0.350 *** (4.03) | 0.309 * (1.69) |
_cons | 16.079 *** (14.52) | 0.019 (0.22) | 16.045 *** (14.52) | 0.018 (0.21) | 15.467 *** (13.37) |
YEAR | Control | Control | Control | Control | Control |
IND | Control | Control | Control | Control | Control |
P | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 |
R2 | 0.319 | 0.288 | 0.281 | 0.314 | 0.279 |
F | 31.79 | 32.26 | 28.94 | 24.30 | 22.47 |
N | 4045 | 4045 | 4045 | 4045 | 4045 |
Model 1 | |
---|---|
DUAL | 0.445 *** (3.76) |
SHRZ | 0.103 (1.27) |
FA | 0.202 ** (2.50) |
FN | 0.218 (1.03) |
AGE | −2.563 ** (−1.97) |
Size | −0.202 (−0.98) |
_cons | 0.331 *** (34.19) |
YEAR | Control |
IND | Control |
P | 0.001 |
R2 | 0.494 |
IMR | 0.019 |
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
---|---|---|---|---|---|
DUAL | 0.474 ** (2.19) | 0.145 *** (4.89) | 0.251 *** (3.48) | 0.084 * (1.71) | 0.187 * (1.75) |
TURNTA | 0.162 *** (4.24) | ||||
LEV | 0.260 * (1.88) | ||||
ROA | 0.081 *** (3.19) | ||||
TAGR | 0.062 ** (2.28) | ||||
DUAL*TURNTA | 0.881 *** (2.88) | ||||
DUAL*LEV | 0.092 ** (2.27) | ||||
DUAL*ROA | 0.087 * (1.74) | ||||
DUAL*TAGR | 1.485 * (1.90) | ||||
SHRZ | 0.418 ** (2.14) | 0.093 * (1.60) | 0.124 *** (3.11) | 0.011 (0.32) | 0.033 *** (2.70) |
FA | −0.150 (−0.79) | 0.113 *** (3.53) | 0.085 *** (2.96) | −0.168 *** (−3.20) | 0.062 (0.69) |
FN | −0.098 *** (−3.16) | 0.114 (0.48) | 0.021 ** (1.92) | −0.030 *** (−5.88) | 0.154 ** (2.48) |
AGE | −0.159 *** (−3.26) | 0.031 (0.43) | 0.171 ** (2.48) | 0.161 *** (2.70) | −0.063 (−0.37) |
Size | 0.321 * (1.65) | 0.127 *** (3.13) | −0.081 (1.48) | 0.466 (1.39) | 0.215 *** (3.58) |
_cons | 0.027 *** (33.60) | −0.343 *** (26.67) | 0.167 *** (30.30) | −0.325 *** (−26.18) | 0.234 *** (30.41) |
YEAR | Control | Control | Control | Control | Control |
IND | Control | Control | Control | Control | Control |
P | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 |
R2 | 0.289 | 0.194 | 0.342 | 0.315 | 0.236 |
F | 21.55 | 22.84 | 28.84 | 26.17 | 24.30 |
N | 7791 | 7791 | 7791 | 7791 | 7791 |
Calculation | |
---|---|
Low-capacity group | Mean − 2SD |
Lower-capacity group | Mean − SD |
Average-capacity group | Mean |
Higher-capacity group | Mean + SD |
High-capacity group | Mean + 2SD |
Research Hypothesis | Results of the Analysis | The Coefficients of Main Results |
---|---|---|
H1: In family business, the integration of ownership and control governance model promotes the enhancement of the corporate value of a business. | Validated | 0.418 *** (4.04) |
H2: Operating capacity information can positively regulate investors’ response to family governance. | Validated | 0.692 ** (2.16) |
H3: Debt solvency information can positively regulate investors’ response to family governance. | Validated | 1.069 *** (2.74) |
H4: Profitability information can positively regulate investors’ response to family governance. | Validated | 0.769 *** (3.62) |
H5: Development capacity information can positively regulate investors’ response to family governance. | Validated | 0.089 * (1.74) |
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Li, Y. The Influence of Family Governance on the Value of Chinese Family Businesses: Signal Transmission Effect of Financial Performance. Economies 2022, 10, 63. https://doi.org/10.3390/economies10030063
Li Y. The Influence of Family Governance on the Value of Chinese Family Businesses: Signal Transmission Effect of Financial Performance. Economies. 2022; 10(3):63. https://doi.org/10.3390/economies10030063
Chicago/Turabian StyleLi, Yanan. 2022. "The Influence of Family Governance on the Value of Chinese Family Businesses: Signal Transmission Effect of Financial Performance" Economies 10, no. 3: 63. https://doi.org/10.3390/economies10030063
APA StyleLi, Y. (2022). The Influence of Family Governance on the Value of Chinese Family Businesses: Signal Transmission Effect of Financial Performance. Economies, 10(3), 63. https://doi.org/10.3390/economies10030063