The Contract Design of Employee Stock Ownership Plan and Enterprise Innovation Investment: Evidence from China
Abstract
:1. Introduction
2. Institutional Background and Literature Review
2.1. Insitutional Background
2.2. Literature Review
2.2.1. The Motivations for ESOP Implementation
2.2.2. The Consequences of ESOP Implementation
2.2.3. The Relationship between ESOP and Enterprise Innovation
3. Theory Analysis and Hypothesis Development
3.1. The Implementation of ESOP and Innovation Investment
3.2. The Contract Design of ESOP and Innovation Investment
3.2.1. The Impact of ESOP Fund and Stock Sources on Innovation Investment
3.2.2. The Impact of ESOP Lockup Period and Duration on Innovation Investment
3.2.3. The Impact of the Shareholding Scale and Executive Subscription Ratio of ESOP on Innovation Investment
3.2.4. The Impact of the Participation Degree and Management Mode of ESOP on Innovation Investment
4. Methodology
4.1. Data and Sample
4.2. Variables
4.2.1. Dependent Variables
4.2.2. Independent Variables
4.2.3. Control Variables
4.3. Models
5. Results
5.1. Descriptive Analysis
5.2. Correlation Analysis
5.3. Regression Analysis
5.3.1. The Impact of ESOP Implementation on Innovation Investment
5.3.2. The Impact of ESOP Contract Design on Innovation Investment
5.4. Robustness Tests
5.4.1. Propensity Score Matching
5.4.2. The Forward Processing of Dependent Variables
5.4.3. Replacing the Proxy for the Relative Scale of Innovation Investment
5.4.4. Replacing the Estimation Method
6. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Year | Never-Implement Sample | Implementing Sample | Will-Implement Sample | Completed-Implement Sample | ||||
---|---|---|---|---|---|---|---|---|
2014 | 924 | 69.42% | 28 | 2.10% | 379 | 28.47% | 0 | 0.00% |
2015 | 1302 | 70.53% | 278 | 15.06% | 266 | 14.41% | 0 | 0.00% |
2016 | 1467 | 71.84% | 373 | 18.27% | 202 | 9.89% | 0 | 0.00% |
2017 | 1671 | 73.10% | 468 | 20.47% | 129 | 5.64% | 18 | 0.79% |
2018 | 2023 | 75.91% | 477 | 17.90% | 95 | 3.56% | 70 | 2.63% |
2019 | 2100 | 76.64% | 482 | 17.59% | 55 | 2.01% | 103 | 3.76% |
2020 | 2248 | 77.97% | 445 | 15.44% | 0 | 0.00% | 190 | 6.59% |
Total | 11,735 | 74.31% | 2551 | 16.15% | 1126 | 7.13% | 381 | 2.41% |
Symbol | Definition |
---|---|
lnRD | It represents the absolute scale of innovation investment, which is equal to the natural logarithm of R&D expenditures plus one. |
RD_assets | It represents the relative scale of innovation investment, which is equal to R&D expenditures in the current year divided by total assets at the end of the year. |
ESOP_dummy | It represents the implementation of ESOP, which is equal to 1 when the firm is implementing ESOP in the current year and is otherwise equal to 0. |
ESOP_fund | It represents the fund source of ESOP, which is equal to 1 when the firm implements ESOP with employees’ own funds and is otherwise equal to 0. |
ESOP_stock | It represents the stock source of ESOP, which is equal to 1 when the firm implements ESOP by subscribing for non-public offering shares and is otherwise equal to 0. |
ESOP_lockup | It represents the lockup period of ESOP, which refers to the minimum shareholding period of the ESOP, starting from the time when the listed company announces the transfer of the underlying shares to the current shareholding plan. |
ESOP_duration | It represents the duration of ESOP, which is the number of years from the date on which the ESOP draft was approved by the general meeting of shareholders to the date on which the sales of ESOP shares were completed. |
ESOP_share | It represents the shareholding scale of ESOP, which is the number of shares held by the ESOP divided by the company’s total number of shares. |
ESOP_exepurchase | It represents the executive subscription ratio in ESOP, which is the percentage of shares purchased by the firm’s executives in ESOP. |
ESOP_participation | It represents the participation degree of ESOP, which is the number of employees involved in ESOP divided by the total number of employees. |
ESOP_management | It represents the management mode of ESOP, which is equal to 1 when the ESOP is managed by a third-party institution with asset management qualifications and is otherwise equal to 0. |
Symbol | Definition |
---|---|
Size | It represents firm size, which is the natural logarithm of total assets at the end of the year. |
Lev | It represents financial leverage, which is equal to the total liability divided by total assets at the end of the year. |
ROA | It represents operating profitability, which is the net income in the current year divided by the total assets at the end of the year. |
Growth | It represents sales growth, which is the difference between the current year’s revenue and last year’s revenue divided by last year’s revenue. |
Cash | It represents cash holdings, which is equal to the monetary funds divided by total assets at the end of the year. |
Tangible | It represents capital intensity, which is equal to the fixed assets divided by total assets at the end of the year. |
Firm_age | It represents firm age, which is the number of years from the establishment of the firm to the current fiscal year. |
Shr1 | It represents ownership concentration, which is equal to the number of shares held by the largest shareholder divided by the total shares of the firm. |
Institution | It represents institutional investors, which is equal to the number of shares held by institutional investors divided by the total shares of the firm. |
Independence | It represents board independence, which is equal to the number of independent directors divided by the total number of board directors. |
Dual | It represents a dual structure, which is equal to 1 when the chairman of the board serves concurrently as general manager and is otherwise equal to 0. |
Exe_comp | It represents executive compensation, which is the natural logarithm of the total compensation of the top three executives. |
Emp_comp | It represents employee compensation, which is the natural logarithm of the total employee compensation divided by the total number of employees. |
Exe_share | It represents executive shareholdings, which is equal to the number of shares held by executives divided by the total shares of the firm. |
Year | It represents year-fixed effects, which are represented by 6 year dummies. The year 2014 is used as the baseline in setting year dummies. |
Industry | It represents industry-fixed effects, which are represented by 16 industry dummies. We classify sample firms into 17 industry categories (the finance industry is excluded in our sample) according to the “Guidance on Industry Classification of Listed Companies” issued by the China Securities Regulatory Commission in 2012. |
Province | It represents province-fixed effects, which are represented by 33 province dummies. China has 34 provincial-level administrative regions, including 23 provinces, 5 autonomous regions, 4 municipalities directly under the Central Government, and 2 special administrative regions. Based on this, we classify sample firms into 34 province categories and set 33 province dummies. |
Variable | N | Mean | Median | S.D. | Min | Max |
---|---|---|---|---|---|---|
lnRD | 15,412 | 17.932 | 17.915 | 1.460 | 13.499 | 21.788 |
RD_assets | 15,412 | 0.023 | 0.020 | 0.020 | 0.000 | 0.108 |
ESOP_dummy | 15,412 | 0.166 | 0.000 | 0.372 | 0.000 | 1.000 |
ESOP_stock | 2551 | 0.220 | 0.000 | 0.414 | 0.000 | 1.000 |
ESOP_fund | 2551 | 0.698 | 1.000 | 0.459 | 0.000 | 1.000 |
ESOP_lockup | 2545 | 1.524 | 1.000 | 0.864 | 1.000 | 5.000 |
ESOP_duration | 2479 | 2.972 | 3.000 | 1.132 | 1.000 | 10.000 |
ESOP_share | 2507 | 1.669 | 1.310 | 1.443 | 0.015 | 9.270 |
ESOP_exepurchase | 2342 | 28.236 | 24.250 | 22.338 | 0.000 | 100.000 |
ESOP_participation | 2383 | 0.129 | 0.077 | 0.159 | 0.001 | 0.884 |
ESOP_management | 2542 | 0.770 | 1.000 | 0.421 | 0.000 | 1.000 |
Lev | 15,412 | 0.407 | 0.397 | 0.195 | 0.059 | 0.964 |
ROA | 15,412 | 0.035 | 0.038 | 0.073 | −0.427 | 0.200 |
Growth | 15,412 | 0.174 | 0.104 | 0.438 | −0.681 | 3.383 |
Cash | 15,412 | 0.173 | 0.144 | 0.115 | 0.003 | 0.617 |
Tangible | 15,412 | 0.204 | 0.176 | 0.145 | 0.001 | 0.691 |
Firm_age | 15,412 | 18.541 | 18.229 | 5.416 | 7.195 | 33.074 |
Shr1 | 15,412 | 0.333 | 0.311 | 0.143 | 0.084 | 0.743 |
Institution | 15,412 | 0.407 | 0.422 | 0.248 | 0.002 | 0.926 |
Independence | 15,412 | 0.376 | 0.364 | 0.053 | 0.333 | 0.571 |
Dual | 15,412 | 0.308 | 0.000 | 0.462 | 0.000 | 1.000 |
Exe_comp | 15,412 | 14.596 | 14.552 | 0.661 | 12.996 | 16.606 |
Emp_comp | 15,412 | 11.644 | 11.598 | 0.447 | 10.610 | 13.174 |
Exe_share | 15,412 | 0.162 | 0.038 | 0.204 | 0.000 | 0.688 |
Variable | (1) ESOP_dummy = 0 | (2) ESOP_dummy = 1 | (2) − (1) Mean Difference | ||
---|---|---|---|---|---|
N | Mean | N | Mean | ||
lnRD | 12,861 | 17.854 | 2551 | 18.321 | 0.467 *** |
RD_assets | 12,861 | 0.023 | 2551 | 0.025 | 0.002 *** |
Size | 12,861 | 22.165 | 2551 | 22.466 | 0.301 *** |
Lev | 12,861 | 0.405 | 2551 | 0.416 | 0.011 *** |
ROA | 12,861 | 0.035 | 2551 | 0.035 | 0.000 |
Growth | 12,861 | 0.169 | 2551 | 0.199 | 0.030 *** |
Cash | 12,861 | 0.175 | 2551 | 0.159 | −0.016 *** |
Tangible | 12,861 | 0.209 | 2551 | 0.178 | −0.031 *** |
Firm_age | 12,861 | 18.596 | 2551 | 18.261 | −0.335 *** |
Shr1 | 12,861 | 0.338 | 2551 | 0.308 | −0.030 *** |
Institution | 12,861 | 0.414 | 2551 | 0.372 | −0.043 *** |
Independence | 12,861 | 0.376 | 2551 | 0.378 | 0.002 ** |
Dual | 12,861 | 0.300 | 2551 | 0.348 | 0.048 *** |
Exe_comp | 12,861 | 14.572 | 2551 | 14.713 | 0.141 *** |
Emp_comp | 12,861 | 11.643 | 2551 | 11.644 | 0.001 |
Exe_share | 12,861 | 0.157 | 2551 | 0.185 | 0.028 *** |
Variable | lnRD | RD_assets | Esop_ dummy | ESOP_ stock | ESOP_ fund | ESOP_ lockup | ESOP_ duration | ESOP_ share | ESOP_ exepurchase | ESOP_ participation | ESOP_ management |
---|---|---|---|---|---|---|---|---|---|---|---|
RD_assets | 0.484 *** | 1 | |||||||||
ESOP_dummy | 0.119 *** | 0.032 *** | 1 | ||||||||
ESOP_stock | 0.066 *** | 0.002 | - | 1 | |||||||
ESOP_fund | −0.110 *** | −0.080 *** | - | 0.219 *** | 1 | ||||||
ESOP_lockup | 0.077 *** | 0.023 | - | 0.907 *** | 0.165 *** | 1 | |||||
ESOP_duration | 0.140 *** | 0.039 * | - | 0.519 *** | −0.038 * | 0.608 *** | 1 | ||||
ESOP_share | −0.005 | −0.037 * | - | 0.162 *** | 0.101 *** | 0.145 *** | 0.066 *** | 1 | |||
ESOP_exepurchase | −0.141 *** | −0.078 *** | - | −0.008 | 0.060 *** | −0.047 ** | −0.089 *** | 0.039 * | 1 | ||
ESOP_participation | −0.174 *** | −0.021 | - | 0.034 * | 0.048 ** | 0.013 | −0.040 * | 0.066 *** | −0.202 *** | 1 | |
ESOP_management | 0.039 ** | 0.028 | - | −0.102 *** | 0.094 *** | −0.125 *** | −0.254 *** | 0.124 *** | −0.008 | 0.062 *** | 1 |
Size | 0.534 *** | −0.232 *** | 0.088 *** | 0.106 *** | −0.032 | 0.116 *** | 0.177 *** | −0.007 | −0.150 *** | −0.185 *** | 0.037 * |
Lev | 0.192 *** | −0.202 *** | 0.022 *** | 0.025 | 0.094 *** | 0.014 | 0.010 | 0.089 *** | −0.023 | −0.137 *** | 0.105 *** |
ROA | 0.101 *** | 0.105 *** | 0.001 | −0.019 | −0.055 *** | 0.008 | 0.064 *** | −0.034 * | −0.059 *** | −0.062 *** | −0.077 *** |
Growth | 0.052 *** | 0.022 *** | 0.025 *** | 0.052 *** | 0.016 | 0.054 *** | 0.023 | 0.033 * | −0.039 * | −0.042 ** | 0.003 |
Cash | 0.003 | 0.196 *** | −0.051 *** | −0.002 | −0.051 *** | 0.025 | 0.008 | −0.053 *** | −0.043 ** | 0.029 | −0.004 |
Tangible | −0.049 *** | −0.189 *** | −0.079 *** | 0.003 | −0.003 | 0.008 | −0.010 | 0.028 | −0.016 | −0.050 ** | −0.079 *** |
Firm_age | 0.010 | −0.106 *** | −0.023 *** | 0.068 *** | 0.089 *** | 0.076 *** | 0.038 * | 0.055 *** | −0.005 | 0.051 ** | 0.030 |
Shr1 | 0.016 * | −0.118 *** | −0.079 *** | −0.072 *** | −0.124 *** | −0.058 *** | −0.017 | −0.040 ** | −0.031 | 0.052 ** | −0.035 * |
Institution | 0.152 *** | −0.158 *** | −0.064 *** | 0.085 *** | 0.026 | 0.085 *** | 0.072 *** | −0.015 | 0.053 *** | −0.124 *** | 0.014 |
Independence | 0.011 | 0.041 *** | 0.017 ** | −0.095 *** | −0.112 *** | −0.046 ** | −0.023 | −0.048 ** | −0.091 *** | 0.060 *** | 0.068 *** |
Dual | −0.038 *** | 0.119 *** | 0.039 *** | −0.050 ** | −0.085 *** | −0.042 ** | 0.009 | 0.010 | −0.028 | 0.015 | −0.023 |
Exe_share | −0.088 *** | 0.196 *** | 0.051 *** | −0.098 *** | −0.078 *** | −0.091 *** | −0.074 *** | 0.015 | −0.157 *** | 0.075 *** | −0.038 * |
Exe_comp | 0.402 *** | 0.136 *** | 0.079 *** | −0.005 | −0.106 *** | 0.023 | 0.100 *** | −0.039 * | −0.043 ** | −0.186 *** | −0.020 |
Emp_comp | 0.242 *** | 0.200 *** | 0.001 | 0.020 | −0.006 | 0.042 ** | 0.091 *** | −0.039 * | −0.020 | 0.121 *** | 0.010 |
Variable | Model (1) | Model (2) | ||
---|---|---|---|---|
ESOP_dummy | 1.04 | |||
ESOP_stock | 5.83 | 1.50 | ||
ESOP_fund | 1.12 | 1.12 | 1.10 | |
ESOP_lockup | 6.63 | 1.71 | ||
ESOP_duration | 1.78 | 1.57 | 1.77 | |
ESOP_share | 1.07 | 1.06 | 1.07 | |
ESOP_exepurchase | 1.19 | 1.19 | 1.19 | |
ESOP_participation | 1.24 | 1.23 | 1.23 | |
ESOP_management | 1.17 | 1.17 | 1.17 | |
Size | 2.07 | 2.46 | 2.46 | 2.46 |
Lev | 1.72 | 1.77 | 1.77 | 1.77 |
ROA | 1.36 | 1.30 | 1.30 | 1.29 |
Growth | 1.09 | 1.11 | 1.11 | 1.11 |
Cash | 1.26 | 1.21 | 1.20 | 1.21 |
Tangible | 1.25 | 1.31 | 1.30 | 1.30 |
Firm_age | 1.10 | 1.11 | 1.11 | 1.11 |
Shr1 | 1.61 | 1.63 | 1.63 | 1.63 |
Institution | 3.23 | 3.06 | 3.06 | 3.06 |
Independence | 1.04 | 1.14 | 1.12 | 1.12 |
Dual | 1.10 | 1.11 | 1.11 | 1.11 |
Exe_comp | 1.45 | 1.68 | 1.68 | 1.68 |
Emp_comp | 1.28 | 1.43 | 1.43 | 1.43 |
Exe_share | 2.52 | 2.38 | 2.38 | 2.37 |
Mean VIF | 1.54 | 1.94 | 1.50 | 1.52 |
Variable | Model (1): lnRD | Model (1): RD_assets | ||||
---|---|---|---|---|---|---|
Coefficient | t-Value | p-Value | Coefficient | t-Value | p-Value | |
ESOP_dummy | 0.091 *** | 4.64 | ≤0.01 | 0.001 ** | 2.33 | 0.020 |
Size | 0.743 *** | 75.83 | ≤0.01 | −0.003 *** | −22.22 | ≤0.01 |
Lev | −0.084 | −1.46 | 0.145 | 0.004 *** | 4.16 | ≤0.01 |
ROA | 0.623 *** | 4.46 | ≤0.01 | 0.017 *** | 6.28 | ≤0.01 |
Growth | 0.064 *** | 2.98 | 0.003 | 0.0002 | 0.75 | 0.454 |
Cash | 0.181 ** | 2.36 | 0.018 | 0.008 *** | 5.11 | ≤0.01 |
Tangible | −0.159 ** | −2.09 | 0.037 | −0.004 *** | −3.44 | 0.001 |
Firm_age | −0.013 *** | −8.52 | ≤0.01 | −0.0002 *** | −7.64 | ≤0.01 |
Shr1 | −0.168 ** | −2.44 | 0.015 | −0.067 *** | −5.96 | ≤0.01 |
Institution | −0.053 | −0.96 | 0.336 | 0.049 *** | 5.18 | ≤0.01 |
Independence | −0.075 | −0.50 | 0.615 | 0.003 | 1.25 | 0.213 |
Dual | 0.021 | 1.33 | 0.185 | 0.001 *** | 2.88 | 0.004 |
Exe_share | 0.198 *** | 3.52 | ≤0.01 | 0.066 *** | 6.31 | ≤0.01 |
Exe_comp | 0.253 *** | 15.43 | ≤0.01 | 0.004 *** | 16.78 | ≤0.01 |
Emp_comp | 0.342 *** | 14.02 | ≤0.01 | 0.009 *** | 22.23 | ≤0.01 |
Constant | −6.792 *** | −19.91 | ≤0.01 | −0.078 *** | −14.11 | ≤0.01 |
Industry FE | controlled | controlled | ||||
Year FE | controlled | controlled | ||||
District FE | controlled | controlled | ||||
Adj. R-sq | 0.569 | 0.341 | ||||
N | 15,412 | 15,412 | ||||
F-value | 295.86 *** | 111.63 *** |
Variable | (1) Stock Source | (2) Fund Source | (3) Combination | |||
---|---|---|---|---|---|---|
lnRD | RD_assets | lnRD | RD_assets | lnRD | RD_assets | |
ESOP_stock | 0.118 | 0.002 | 0.138 | 0.003 | ||
(3.030) *** | (2.738) *** | (3.520) *** | (3.225) *** | |||
ESOP_fund | −0.068 | −0.001 | −0.094 | −0.002 | ||
(−1.838) * | (−1.676) * | (−2.503) ** | (−2.268) ** | |||
Size | 0.708 | −0.003 | 0.712 | −0.003 | 0.703 | −0.004 |
(30.708) *** | (−7.953) *** | (31.590) *** | (−7.923) *** | (30.840) *** | (−8.285) *** | |
Lev | 0.158 | 0.003 | 0.164 | 0.003 | 0.186 | 0.004 |
(1.136) | (1.248) | (1.185) | (1.300) | (1.347) | (1.463) | |
ROA | 0.612 | 0.012 | 0.603 | 0.012 | 0.626 | 0.012 |
(2.531) ** | (1.898) * | (2.471) ** | (1.878) * | (2.593) *** | (1.948) * | |
Growth | 0.034 | 0.002 | 0.041 | 0.002 | 0.035 | 0.002 |
(0.673) | (2.339) ** | (0.797) | (2.468) ** | (0.694) | (2.362) ** | |
Cash | 0.126 | 0.007 | 0.097 | 0.007 | 0.109 | 0.007 |
(0.677) | (1.895) * | (0.522) | (1.754) * | (0.585) | (1.808) * | |
Tangible | 0.573 | 0.009 | 0.584 | 0.009 | 0.579 | 0.009 |
(3.033) *** | (3.016) *** | (3.066) *** | (3.070) *** | (3.057) *** | (3.047) *** | |
Firm_age | −0.014 | −0.000 | −0.013 | −0.000 | −0.014 | −0.000 |
(−4.113) *** | (−2.212) ** | (−3.828) *** | (−1.948) * | (−3.992) *** | (−2.100) ** | |
Shr1 | −0.126 | −0.003 | −0.105 | −0.003 | −0.105 | −0.002 |
(−0.386) | (−0.478) | (−0.830) | (−0.885) | (−0.689) | (−0.759) | |
Institution | −0.526 | −0.006 | −0.534 | −0.006 | −0.534 | −0.006 |
(−4.151) *** | (−2.937) *** | (−3.980) *** | (−2.747) *** | (−4.039) *** | (−2.808) *** | |
Independence | −0.450 | 0.009 | −0.539 | 0.008 | −0.486 | 0.009 |
(−1.444) | (1.430) | (−1.719) * | (1.190) | (−1.553) | (1.331) | |
Dual | 0.095 | 0.002 | 0.092 | 0.002 | 0.092 | 0.002 |
(2.691) *** | (2.312) ** | (2.591) *** | (2.211) ** | (2.592) *** | (2.210) ** | |
Exe_share | −0.104 | 0.000 | −0.105 | 0.000 | −0.105 | 0.000 |
(−0.708) | (0.014) | (−0.721) | (0.001) | (−0.726) | (−0.004) | |
Exe_comp | 0.274 | 0.005 | 0.262 | 0.005 | 0.268 | 0.005 |
(7.611) *** | (8.005) *** | (7.286) *** | (7.653) *** | (7.451) *** | (7.807) *** | |
Emp_comp | 0.286 | 0.009 | 0.295 | 0.009 | 0.288 | 0.009 |
(5.183) *** | (8.630) *** | (5.346) *** | (8.754) *** | (5.220) *** | (8.656) *** | |
Constant | −6.147 | −0.101 | −5.999 | −0.098 | −5.868 | −0.096 |
(−7.652) *** | (−6.662) *** | (−7.546) *** | (−6.406) *** | (−7.355) *** | (−6.270) *** | |
Industry FE | controlled | controlled | controlled | controlled | controlled | controlled |
Year FE | controlled | controlled | controlled | controlled | controlled | controlled |
District FE | controlled | controlled | controlled | controlled | controlled | controlled |
F-value | 137.56 *** | 36.41 *** | 140.75 *** | 35.34 *** | 136.32 *** | 35.88 *** |
Adj. R-sq | 0.608 | 0.399 | 0.607 | 0.398 | 0.609 | 0.400 |
N | 2551 | 2551 | 2551 | 2551 | 2551 | 2551 |
Variable | (1) Lockup Period | (2) Duration | (3) Combination | |||
---|---|---|---|---|---|---|
lnRD | RD_assets | lnRD | RD_assets | lnRD | RD_assets | |
ESOP_lockup | 0.055 | 0.001 | 0.051 | 0.001 | ||
(2.827) *** | (3.226) *** | (2.392) ** | (2.873) *** | |||
ESOP_duration | 0.050 | 0.001 | ||||
(2.990) *** | (3.148) *** | |||||
ESOP_duration1 | 0.049 | 0.001 | ||||
(2.384) ** | (1.990) ** | |||||
Size | 0.702 | −0.004 | 0.693 | −0.004 | 0.693 | −0.004 |
(30.364) *** | (−8.231) *** | (29.573) *** | (−8.444) *** | (29.513) *** | (−8.460) *** | |
Lev | 0.149 | 0.003 | 0.178 | 0.004 | 0.178 | 0.004 |
(1.075) | (1.211) | (1.275) | (1.456) | (1.275) | (1.457) | |
ROA | 0.580 | 0.012 | 0.579 | 0.011 | 0.580 | 0.012 |
(2.411) ** | (1.825) * | (2.339) ** | (1.754) * | (2.348) ** | (1.773) * | |
Growth | 0.034 | 0.002 | 0.033 | 0.002 | 0.033 | 0.002 |
(0.669) | (2.309) ** | (0.626) | (2.200) ** | (0.623) | (2.159) ** | |
Cash | 0.107 | 0.007 | 0.126 | 0.008 | 0.126 | 0.008 |
(0.577) | (1.814) * | (0.665) | (2.024) ** | (0.665) | (2.011) ** | |
Tangible | 0.587 | 0.009 | 0.695 | 0.012 | 0.695 | 0.012 |
(3.105) *** | (3.080) *** | (3.596) *** | (3.918) *** | (3.588) *** | (3.884) *** | |
Firm_age | −0.015 | −0.0002 | −0.015 | −0.0002 | −0.015 | −0.0002 |
(−4.325) *** | (−2.430) ** | (−4.289) *** | (−2.571) ** | (−4.285) *** | (−2.610) *** | |
Shr1 | −0.052 | −0.001 | −0.086 | −0.002 | −0.086 | −0.002 |
(−0.348) | (−0.416) | (−0.568) | (−0.676) | (−0.564) | (−0.642) | |
Institution | −0.523 | −0.006 | −0.514 | −0.006 | −0.514 | −0.006 |
(−3.964) *** | (−2.746) *** | (−3.800) *** | (−2.464) ** | (−3.799) *** | (−2.481) ** | |
Independence | −0.462 | 0.009 | −0.433 | 0.009 | −0.433 | 0.009 |
(−1.483) | (1.412) | (−1.380) | (1.435) | (−1.380) | (1.442) | |
Dual | 0.098 | 0.002 | 0.097 | 0.002 | 0.097 | 0.002 |
(2.777) *** | (2.395) ** | (2.683) *** | (2.330) ** | (2.671) *** | (2.352) ** | |
Exe_share | −0.093 | 0.0002 | −0.061 | 0.001 | −0.061 | 0.001 |
(−0.642) | (0.080) | (−0.413) | (0.325) | (−0.413) | (0.323) | |
Exe_comp | 0.271 | 0.005 | 0.266 | 0.005 | 0.267 | 0.005 |
(7.535) *** | (7.967) *** | (7.230) *** | (7.580) *** | (7.193) *** | (7.581) *** | |
Emp_comp | 0.294 | 0.009 | 0.289 | 0.009 | 0.289 | 0.009 |
(5.332) *** | (8.734) *** | (5.172) *** | (8.567) *** | (5.167) *** | (8.555) *** | |
Constant | −6.116 | −0.100 | −5.895 | −0.094 | −5.896 | −0.094 |
(−7.612) *** | (−6.610) *** | (−7.065) *** | (−6.112) *** | (−7.069) *** | (−6.137) *** | |
Industry FE | controlled | controlled | controlled | controlled | controlled | controlled |
Year FE | controlled | controlled | controlled | controlled | controlled | controlled |
District FE | controlled | controlled | controlled | controlled | controlled | controlled |
F-value | 140.90 *** | 35.91 *** | 152.81 *** | 37.79 *** | 150.60 *** | 35.88 *** |
Adj. R-sq | 0.606 | 0.402 | 0.603 | 0.404 | 0.603 | 0.404 |
N | 2545 | 2545 | 2479 | 2479 | 2479 | 2479 |
Variable | Model (2) | Model (3) | Model (4) | |||
---|---|---|---|---|---|---|
lnRD | RD_assets | lnRD | RD_assets | lnRD | RD_assets | |
ESOP_share | 0.007 | −0.0002 | 0.054 | 0.001 | ||
(0.568) | (−1.175) | (1.838) * | (1.112) | |||
ESOP_share2 | −0.008 | −0.0002 | ||||
(−1.951) * | (−2.307) ** | |||||
ESOP_exepurchase | −0.003 | −0.0001 | −0.014 | −0.0003 | ||
(−3.769) *** | (−5.737) *** | (−5.726) *** | (−6.397) *** | |||
ESOP_exepurchase2 | 0.0001 | 0.000003 | ||||
(4.750) *** | (5.000) *** | |||||
Size | 0.688 | −0.004 | 0.714 | −0.003 | 0.677 | −0.004 |
(29.071) *** | (−8.539) *** | (30.584) *** | (−7.678) *** | (28.687) *** | (−8.968) *** | |
Lev | 0.032 | 0.002 | 0.148 | 0.003 | 0.064 | 0.003 |
(0.230) | (0.767) | (1.054) | (1.204) | (0.462) | (1.035) | |
ROA | 0.554 | 0.011 | 0.607 | 0.012 | 0.488 | 0.009 |
(2.182) ** | (1.710) * | (2.480) ** | (1.924) * | (1.946) * | (1.441) | |
Growth | 0.030 | 0.002 | 0.038 | 0.002 | 0.038 | 0.002 |
(0.580) | (2.231) ** | (0.761) | (2.499) ** | (0.738) | (2.409) ** | |
Cash | 0.100 | 0.006 | 0.126 | 0.008 | 0.089 | 0.006 |
(0.518) | (1.539) | (0.677) | (1.938) * | (0.467) | (1.480) | |
Tangible | 0.500 | 0.008 | 0.562 | 0.009 | 0.569 | 0.010 |
(2.453) ** | (2.440) ** | (2.943) *** | (3.007) *** | (2.794) *** | (2.946) *** | |
Firm_age | −0.014 | −0.000 | −0.015 | −0.000 | −0.013 | −0.000 |
(−3.946) *** | (−2.221) ** | (−4.341) *** | (−2.271) ** | (−3.618) *** | (−2.074) ** | |
Shr1 | −0.000 | −0.000 | −0.000 | −0.000 | −0.001 | −0.000 |
(−0.016) | (−0.273) | (−0.227) | (−0.561) | (−0.599) | (−0.636) | |
Institution | −0.006 | −0.000 | −0.006 | −0.000 | −0.005 | −0.000 |
(−4.366) *** | (−3.231) *** | (−4.336) *** | (−3.119) *** | (−3.854) *** | (−2.578) ** | |
Independence | −0.199 | 0.006 | −0.428 | 0.009 | −0.327 | 0.005 |
(−0.624) | (0.947) | (−1.378) | (1.396) | (−1.021) | (0.733) | |
Dual | 0.068 | 0.001 | 0.088 | 0.001 | 0.080 | 0.002 |
(1.815) * | (1.863) * | (2.471) ** | (1.820) * | (2.126) ** | (2.381) ** | |
Exe_share | −0.004 | −0.000 | −0.002 | −0.000 | −0.003 | −0.000 |
(−2.340) ** | (−1.380) | (−1.112) | (−0.189) | (−2.226) ** | (−1.389) | |
Exe_comp | 0.279 | 0.006 | 0.278 | 0.005 | 0.267 | 0.006 |
(7.232) *** | (8.427) *** | (7.682) *** | (8.089) *** | (6.984) *** | (8.111) *** | |
Emp_comp | 0.280 | 0.009 | 0.298 | 0.009 | 0.266 | 0.009 |
(4.784) *** | (8.236) *** | (5.417) *** | (8.615) *** | (4.545) *** | (8.362) *** | |
Constant | −5.217 | −0.088 | −6.462 | −0.101 | −4.461 | −0.077 |
(−6.357) *** | (−5.467) *** | (−7.753) *** | (−6.475) *** | (−5.351) *** | (−4.791) *** | |
Industry FE | controlled | controlled | controlled | controlled | controlled | controlled |
Year FE | controlled | controlled | controlled | controlled | controlled | controlled |
District FE | controlled | controlled | controlled | controlled | controlled | controlled |
F-value | 94.97 *** | 77.04 *** | 122.20 *** | 36.33 *** | 99.70 *** | 78.20 *** |
Adj. R-sq | 0.606 | 0.420 | 0.603 | 0.402 | 0.607 | 0.421 |
N | 2304 | 2304 | 2507 | 2507 | 2342 | 2342 |
Variable | (1) Participation Degree | (2) Control Employee Size | (3) Management Mode | |||
---|---|---|---|---|---|---|
lnRD | RD_assets | lnRD | RD_assets | lnRD | RD_assets | |
ESOP_participation | −0.310 | −0.007 | 0.190 | 0.005 | ||
(−2.255) ** | (−2.779) *** | (1.405) | (2.059) ** | |||
ESOP_management | 0.087 | 0.002 | ||||
(2.025) ** | (2.223) ** | |||||
Employee_size | 0.496 | 0.011 | ||||
(13.500) *** | (17.053) *** | |||||
Size | 0.705 | −0.004 | 0.348 | −0.012 | 0.709 | −0.003 |
(29.700) *** | (−7.945) *** | (10.447) *** | (−18.838) *** | (31.181) *** | (−7.953) *** | |
Lev | 0.085 | 0.003 | 0.054 | 0.002 | 0.115 | 0.002 |
(0.578) | (1.147) | (0.400) | (0.944) | (0.832) | (0.912) | |
ROA | 0.704 | 0.014 | 0.461 | 0.008 | 0.593 | 0.012 |
(2.947) *** | (2.100) ** | (2.056) ** | (1.382) | (2.447) ** | (1.847) * | |
Growth | 0.049 | 0.002 | 0.056 | 0.002 | 0.042 | 0.002 |
(0.921) | (2.423) ** | (1.011) | (2.529) ** | (0.825) | (2.495) ** | |
Cash | 0.031 | 0.005 | −0.245 | −0.002 | 0.105 | 0.007 |
(0.161) | (1.160) | (−1.349) | (−0.440) | (0.567) | (1.801) * | |
Tangible | 0.644 | 0.011 | 0.101 | −0.002 | 0.617 | 0.010 |
(3.325) *** | (3.510) *** | (0.580) | (−0.594) | (3.262) *** | (3.262) *** | |
Firm_age | −0.014 | −0.0001 | −0.014 | −0.0001 | −0.015 | −0.0002 |
(−3.796) *** | (−1.894) * | (−3.840) *** | (−1.822) * | (−4.253) *** | (−2.316) ** | |
Shr1 | −0.073 | −0.001 | −0.102 | −0.002 | −0.061 | −0.002 |
(−0.470) | (−0.269) | (−0.702) | (−0.506) | (−0.405) | (−0.506) | |
Institution | −0.449 | −0.006 | −0.570 | −0.009 | −0.512 | −0.006 |
(−3.324) *** | (−2.542) ** | (−4.625) *** | (−4.182) *** | (−3.888) *** | (−2.649) *** | |
Independence | −0.355 | 0.011 | −0.375 | 0.010 | −0.534 | 0.008 |
(−1.092) | (1.582) | (−1.205) | (1.611) | (−1.694) * | (1.177) | |
Dual | 0.093 | 0.002 | 0.079 | 0.001 | 0.099 | 0.002 |
(2.524) ** | (1.994) ** | (2.296) ** | (1.716) * | (2.774) *** | (2.408) ** | |
Exe_share | −0.084 | 0.001 | −0.204 | −0.002 | −0.079 | 0.001 |
(−0.555) | (0.329) | (−1.443) | (−0.734) | (−0.539) | (0.191) | |
Exe_comp | 0.234 | 0.005 | 0.113 | 0.002 | 0.265 | 0.005 |
(6.153) *** | (6.675) *** | (2.828) *** | (2.750) *** | (7.370) *** | (7.781) *** | |
Emp_comp | 0.346 | 0.010 | 0.732 | 0.019 | 0.299 | 0.009 |
(5.908) *** | (9.147) *** | (11.308) *** | (15.133) *** | (5.451) *** | (8.881) *** | |
Constant | −6.207 | −0.102 | −4.750 | −0.068 | −6.173 | −0.101 |
(−7.462) *** | (−6.528) *** | (−5.983) *** | (−4.759) *** | (−7.726) *** | (−6.697) *** | |
Industry FE | controlled | controlled | controlled | controlled | controlled | controlled |
Year FE | controlled | controlled | controlled | controlled | controlled | controlled |
District FE | controlled | controlled | controlled | controlled | controlled | controlled |
F-value | 152.78 *** | 38.45 *** | 122.95 *** | 37.73 *** | 143.48 *** | 35.88 *** |
Adj. R-sq | 0.612 | 0.416 | 0.653 | 0.502 | 0.606 | 0.401 |
N | 2383 | 2383 | 2383 | 2383 | 2542 | 2542 |
Hypothesis | Variable | Expectation | Result | Support /Reject |
---|---|---|---|---|
H1 | ESOP_dummy | positive | positive | support |
H2 | ESOP_fund | negative | negative | support |
ESOP_stock | positive | positive | support | |
H3 | ESOP_lockup | positive | positive | support |
ESOP_duration | positive | positive | support | |
H4 | ESOP_share | inverted U-shaped | inverted U-shaped | support |
ESOP_exepurchase | U-shaped | U-shaped | support | |
H5 | ESOP_participation | positive | positive | support |
H6 | ESOP_management | positive | positive | support |
Variable | Unmatched | Mean | t-Test | ||
---|---|---|---|---|---|
Matched | Treated | Control | t-Value | p-Value | |
Size | U | 22.466 | 22.174 | 10.51 | 0.000 |
M | 22.466 | 22.493 | −0.75 | 0.455 | |
Lev | U | 0.416 | 0.406 | 2.32 | 0.020 |
M | 0.416 | 0.418 | −0.23 | 0.820 | |
ROA | U | 0.035 | 0.034 | 0.75 | 0.456 |
M | 0.035 | 0.035 | 0.17 | 0.868 | |
Growth | U | 0.199 | 0.164 | 3.57 | 0.000 |
M | 0.199 | 0.209 | −0.84 | 0.403 | |
Cash | U | 0.159 | 0.175 | −6.22 | 0.000 |
M | 0.159 | 0.157 | 0.75 | 0.455 | |
Tangible | U | 0.178 | 0.211 | −10.31 | 0.000 |
M | 0.178 | 0.179 | −0.21 | 0.830 | |
Firm_age | U | 18.261 | 18.824 | −4.77 | 0.000 |
M | 18.261 | 18.067 | 1.31 | 0.191 | |
Shr1 | U | 0.308 | 0.339 | −10.12 | 0.000 |
M | 0.308 | 0.311 | −0.98 | 0.329 | |
Institution | U | 0.372 | 0.419 | −8.74 | 0.000 |
M | 0.372 | 0.384 | −1.87 | 0.062 | |
Independence | U | 0.378 | 0.376 | 2.08 | 0.038 |
M | 0.378 | 0.380 | −1.07 | 0.286 | |
Dual | U | 0.348 | 0.297 | 5.12 | 0.000 |
M | 0.348 | 0.337 | 0.88 | 0.376 | |
Exe_share | U | 0.185 | 0.153 | 7.37 | 0.000 |
M | 0.185 | 0.180 | 0.92 | 0.359 | |
Exe_comp | U | 14.713 | 14.58 | 9.27 | 0.000 |
M | 14.713 | 14.727 | −0.73 | 0.465 | |
Emp_comp | U | 11.644 | 11.66 | −1.63 | 0.104 |
M | 11.644 | 11.645 | −0.01 | 0.991 |
Variable | Regression Based on PSM Samples | The Forward Processing of Dependent Variables | Replace the Proxy for the Relative Scale of Innovation Investment | |||
---|---|---|---|---|---|---|
lnRDt | RD_assetst | lnRDt+1 | RD_assetst+1 | RD_salest | RD_employeest | |
ESOP_dummy | 0.090 | 0.001 | 0.094 | 0.001 | 0.002 | 0.075 |
(3.340) *** | (1.954) * | (4.304) *** | (2.095) ** | (2.118) ** | (3.829) *** | |
Size | 0.749 | −0.003 | 0.731 | −0.003 | −0.004 | 0.021 |
(45.333) *** | (11.315) *** | (63.842) *** | (−17.289) *** | (−10.440) *** | (2.142) ** | |
Lev | −0.004 | 0.003 | 0.025 | 0.004 | −0.041 | −0.473 |
(0.037) | (1.541) | (0.359) | (3.835) *** | (−18.147) *** | (−8.462) *** | |
ROA | 0.443 | 0.013 | 1.565 | 0.021 | −0.082 | 0.090 |
(2.240) ** | (2.790) *** | (9.346) *** | (7.052) *** | (−10.883) *** | (0.679) | |
Growth | 0.039 | 0.001 | 0.134 | 0.0005 | −0.002 | 0.126 |
(1.191) | (1.394) | (5.747) *** | (1.281) | (−2.680) *** | (5.696) *** | |
Cash | 0.350 | 0.013 | 0.223 | 0.008 | 0.017 | −0.178 |
(2.382) ** | (4.109) *** | (2.366) ** | (4.623) *** | (4.561) *** | (−2.353) ** | |
Tangible | 0.352 | 0.003 | −0.154 | −0.005 | −0.020 | −0.793 |
(2.395) ** | (1.447) | (−1.774) * | (−3.964) *** | (−8.188) *** | (−10.567) *** | |
Firm_age | −0.011 | −0.000 | −0.012 | −0.0002 | −0.001 | −0.017 |
(4.215) *** | (3.216) *** | (−6.601) *** | (−5.610) *** | (−10.836) *** | (−10.957) *** | |
Shr1 | −0.140 | −0.004 | −0.234 | −0.007 | −0.028 | −0.411 |
(1.169) | (1.971) ** | (−2.916) *** | (−5.241) *** | (−10.906) *** | (−6.049) *** | |
Institution | −0.263 | −0.000 | −0.013 | 0.003 | 0.007 | −0.375 |
(2.777) *** | (0.106) | (−0.198) | (2.920) *** | (3.346) *** | (−6.834) *** | |
Independence | −0.429 | 0.009 | 0.081 | 0.005 | 0.018 | −0.061 |
(1.695) * | (1.804) * | (0.463) | (1.759) * | (3.143) *** | (−0.413) | |
Dual | 0.055 | 0.001 | 0.027 | 0.001 | 0.006 | 0.063 |
(1.982) ** | (2.491) ** | (1.409) | (1.823) * | (7.934) *** | (3.938) *** | |
Exe_share | 0.026 | 0.002 | 0.194 | 0.004 | 0.018 | 0.061 |
(0.257) | (1.128) | (2.889) *** | (3.472) *** | (7.359) *** | (1.051) | |
Exe_comp | 0.235 | 0.004 | 0.263 | 0.004 | 0.005 | −0.015 |
(8.520) *** | (9.456) *** | (13.887) *** | (14.808) *** | (8.927) *** | (−0.916) | |
Emp_comp | 0.381 | 0.010 | 0.268 | 0.007 | 0.020 | 1.150 |
(9.032) *** | (13.371) *** | (9.726) *** | (15.810) *** | (20.479) *** | (46.727) *** | |
Constant | −7.524 | −0.105 | −5.919 | −0.069 | −0.165 | −3.302 |
(12.866) *** | (9.887) *** | (−14.945) *** | (−10.809) *** | (−12.841) *** | (−9.651) *** | |
Industry FE | controlled | controlled | controlled | controlled | controlled | controlled |
Year FE | controlled | controlled | controlled | controlled | controlled | controlled |
District FE | controlled | controlled | controlled | controlled | controlled | controlled |
F-value | 101.53 *** | 39.53 *** | 201.84 *** | 157.15 *** | 126.71 *** | 166.17 *** |
Adj. R-sq | 0.600 | 0.352 | 0.566 | 0.319 | 0.363 | 0.428 |
N | 4754 | 4754 | 11,271 | 11,271 | 15,412 | 15,412 |
Variable | Estimation Results by FE | Estimation Results by GMM | ||
---|---|---|---|---|
lnRD | RD_assets | lnRD | RD_assets | |
ESOP_dummy | 0.062 | 0.001 | 0.168 | 0.002 |
(2.347) ** | (2.561) ** | (7.210) *** | (3.970) *** | |
Size | 0.728 | −0.006 | 0.632 | −0.004 |
(22.783) *** | (−11.123) *** | (55.56) *** | (−27.58) *** | |
Lev | −0.400 | −0.001 | −0.365 | −0.001 |
(−4.615) *** | (−0.345) | (−5.660) *** | (−0.940) | |
ROA | −0.130 | −0.006 | 0.791 | 0.015 |
(−1.270) | (−2.616) *** | (5.590) *** | (5.530) *** | |
Growth | 0.023 | 0.001 | 0.032 | 0.000 |
(1.627) | (3.159) *** | (1.290) | (0.670) | |
Cash | −0.095 | −0.004 | 0.486 | 0.014 |
(−1.324) | (−3.329) *** | (5.570) *** | (8.500) *** | |
Tangible | 0.671 | 0.009 | −0.365 | −0.005 |
(4.461) *** | (4.471) *** | (−3.920) *** | (−5.000) *** | |
Firm_age | −0.031 | −0.001 | −0.022 | −0.0003 |
(−0.729) | (−0.554) | (−12.010) *** | (−10.750) *** | |
Shr1 | −0.002 | −0.0001 | −0.056 | −0.0001 |
(−1.313) | (−1.132) | (−6.720) *** | (−9.990) *** | |
Institution | 0.001 | 0.000 | −0.003 | 0.000 |
(0.760) | (1.810) * | (−6.720) *** | (2.36) ** | |
Independence | 0.087 | −0.004 | 0.325 | 0.006 |
(0.476) | (−1.466) | (1.890) * | (2.400) ** | |
Dual | 0.001 | 0.000 | 0.079 | 0.002 |
(0.061) | (0.907) | (4.240) *** | (4.760) *** | |
Exe_share | 0.004 | 0.000 | 0.004 | 0.0001 |
(4.393) *** | (1.559) | (5.680) *** | (7.780) *** | |
Exe_comp | 0.129 | 0.003 | 0.365 | 0.005 |
(5.250) *** | (8.931) *** | (19.780) *** | (20.270) *** | |
Emp_comp | 0.173 | 0.004 | 0.206 | 0.009 |
(4.483) *** | (6.620) *** | (7.560) *** | (23.21) *** | |
Constant | −1.785 | 0.064 | −3.264 | −0.059 |
(−1.743) * | (3.227) *** | (−8.990) *** | (−11.840) *** | |
Year FE | controlled | controlled | controlled | controlled |
Firm FE | controlled | controlled | uncontrolled | uncontrolled |
N | 15,412 | 15,412 | 15,412 | 15,412 |
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Cheng, F.; Ji, S.; Chen, Y. The Contract Design of Employee Stock Ownership Plan and Enterprise Innovation Investment: Evidence from China. Sustainability 2023, 15, 2601. https://doi.org/10.3390/su15032601
Cheng F, Ji S, Chen Y. The Contract Design of Employee Stock Ownership Plan and Enterprise Innovation Investment: Evidence from China. Sustainability. 2023; 15(3):2601. https://doi.org/10.3390/su15032601
Chicago/Turabian StyleCheng, Fu, Shanshan Ji, and Yucheng Chen. 2023. "The Contract Design of Employee Stock Ownership Plan and Enterprise Innovation Investment: Evidence from China" Sustainability 15, no. 3: 2601. https://doi.org/10.3390/su15032601
APA StyleCheng, F., Ji, S., & Chen, Y. (2023). The Contract Design of Employee Stock Ownership Plan and Enterprise Innovation Investment: Evidence from China. Sustainability, 15(3), 2601. https://doi.org/10.3390/su15032601