Does Managerial Myopia Affect Corporate Carbon Information Disclosure? Evidence from China
Abstract
1. Introduction
2. Literature Review and Hypothesis Development
2.1. Literature Review
2.2. Hypothesis Development
2.2.1. Managerial Myopia and CID
2.2.2. The Mechanism of Executives’ Green Awareness
2.2.3. The Mechanism of Green Innovation
3. Study Design
3.1. Sample Selection
3.2. Definition of Variables
3.2.1. Independent Variable
3.2.2. Dependent Variable
3.2.3. Mechanism Variables
3.2.4. Control Variables
3.3. Empirical Models
4. Empirical Results
4.1. Descriptive Statistics
4.2. Baseline Specification
4.3. Robustness Tests
4.3.1. Alternative Measurement of Management Myopia
4.3.2. Lagged Independent Variable
4.3.3. Additional Fixed Effects
4.3.4. Eliminate Heavily Polluting Industries
4.3.5. Propensity Score Matching
4.3.6. Instrumental Variable Method
4.3.7. Paris Agreement
5. Mechanism Analysis
5.1. Analysis of the Functional Mechanism
5.1.1. Executive Environmental Awareness
5.1.2. Green Innovation
5.1.3. Heterogeneity Analysis
5.1.4. Corporate Governance
5.1.5. Corporate Industry
6. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CID | carbon information disclosure |
| PSM | propensity score matching |
| CDP | Committee for Development Policy |
| CSMAR | China Stock Market and Accounting Research |
| IFRS | International Financial Reporting Standards |
| CNRDS | Chinese Research Data Services Platform |
| MD&A | management discussion and analysis |
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| Variables | Environmental Category | Measurement | Maximum Score |
|---|---|---|---|
| Governance | Board supervision | 1 = Disclosure of environmental philosophy, environmental policies, environmental management organizational structure, circular economy development model, green development, etc., 0 = None. | 1 |
| Management responsibilities | 1 = Information disclosed on managerial-level institutions responsible for climate change management, 0 = None. | 1 | |
| Employee participation | 1 = Disclosure of the company’s mechanism for promoting employee participation in carbon emission reduction, including environmental protection-related education and training, 0 = None, 2 = Maximum score. | 2 | |
| Risk management | Risk management system | 1 = Disclosure of the company’s environmental management system, policy, regulations, responsibilities, and other management system information related to identifying, assessing, and responding to climate-related risks and opportunities, 0 = None. | 1 |
| Risk identification and assessment | 1 = Disclosure of climate-related risks that affect the company’s financial or business development, 0 = None. | 1 | |
| Opportunity management | Opportunity identification and assessment | 1 = Disclosure of climate-related opportunities that may affect the company’s finances or business development, 0 = None. | 1 |
| Strategy | Low-carbon transformation strategy | 1 = Disclosure of low-carbon transformation strategy, 0 = None. | 1 |
| Indicators | Scope 1 greenhouse gas emissions 1 | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 |
| Scope 2 greenhouse gas emissions 2 | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 | |
| Scope 3 greenhouse gas emissions 3 | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 | |
| Carbon emission intensity | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 | |
| Emissions changes | 4 = Quantitative description (Scope 1 and Scope 2), 2 = Qualitative description, 0 = None. | 4 | |
| Scope 1 emission breakdown | 2 = Disclosure of Scope 1 emissions breakdown by greenhouse gas type, country/region, or subsidiary/business/department, 0 = None. | 2 | |
| Scope 2 emission breakdown | 2 = Disclosure of Scope 2 emissions breakdown by greenhouse gas type, country/region, or subsidiary/business/department, 0 = None. | 2 | |
| Value chain engagement | 1 = Disclosure of climate-related interactions with value chain entities, including collecting customer/supplier climate data or encouraging participation in climate actions, 0 = None. | 1 | |
| Upstream and downstream customer management | 1 = Disclosure of managing climate risk activities in the supply chain, such as whether meeting climate requirements is part of the procurement process, 0 = None. | 1 | |
| Other climate information | 1 = Disclosure of other climate-related indicators relevant to business operations, 0 = None. | 1 | |
| Verifiability | 1 = Disclosure of carbon emission data with ISO 14001 environmental management system certification or other third-party assurance, 0 = None. | 1 | |
| Targets | Carbon reduction targets | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 |
| Other climate management targets | 2 = Disclosure of any other climate-related targets, 0 = None. | 2 | |
| Emission reduction measures | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 | |
| Business transformation progress | 4 = Quantitative description, 2 = Qualitative description, 0 = None. | 4 | |
| Total | 50 |
| Variables | Definition | Symbol | Measurement |
|---|---|---|---|
| Dependent variable | Carbon information disclosure | CID | Score derived from the index construction as presented in Table 1. |
| Independent variables | Managerial myopia | Myopia | Total myopic behavior words × 100/total MD&A words. |
| Intermediate variable | Green innovation | GP | The natural logarithm of government subsidies plus 1 at the end of the year. |
| Executive environmental awareness | EGP | Calculated by weighting the importance of green competitive advantage, corporate social responsibility, and external environmental pressure. | |
| Control variables | Firm size | Size | The natural logarithm of the firm’s total assets at the end of the year. |
| Return on assets | Roa | Net profit/total assets at the end of the year. | |
| Leverage | Lev | Total liabilities/Total assets. | |
| Growth rate | Grow | (Operating income at the end of the current year − operating income at the end of the previous year)/(Operating income at the end of the previous year). | |
| Board size | Board | The natural logarithm of the number of directors on the board. | |
| CEO duality | Dual | The same person holds both the chairperson and general manager positions, 1; otherwise, 0. | |
| Ownership concentration | Top1 | The shareholding ratio of the company’s largest shareholder. | |
| Mhold | Mhold | Number of shares held by managers/total shares at the end of the year. | |
| Ins | Ins | Number of institutional holding shares/total number of shares. |
| Variables | N | Mean | Std | Min | Max |
|---|---|---|---|---|---|
| CID | 28,558 | 11.659 | 9.151 | 0.000 | 41.000 |
| Myopia | 28,558 | 0.037 | 0.030 | 0.000 | 0.162 |
| Roa | 28,558 | 0.041 | 0.059 | −0.303 | 0.198 |
| Lev | 28,558 | 0.398 | 0.194 | 0.051 | 0.948 |
| Growth | 28,558 | 0.159 | 0.363 | −0.608 | 2.680 |
| Board | 28,558 | 2.115 | 0.194 | 1.609 | 2.639 |
| Dual | 28,558 | 0.312 | 0.463 | 0.000 | 1.000 |
| Top1 | 28,558 | 33.992 | 14.495 | 8.440 | 74.020 |
| Mhold | 28,558 | 0.161 | 0.204 | 0.000 | 0.690 |
| Ins | 28,558 | 41.962 | 25.273 | 0.367 | 90.906 |
| Size | 28,558 | 22.217 | 1.239 | 19.699 | 26.150 |
| (1) | (2) | |
|---|---|---|
| Variables | CID | CID |
| Myopia | −6.563 *** | −4.166 *** |
| (−4.222) | (−2.741) | |
| Size | 2.594 *** | |
| (14.533) | ||
| Roa | 3.258 *** | |
| (3.488) | ||
| Lev | −1.873 *** | |
| (−3.258) | ||
| Growth | −0.525 *** | |
| (−5.108) | ||
| Board | −0.472 | |
| (−1.013) | ||
| Dual | 0.042 | |
| (0.257) | ||
| Top1 | 0.019 * | |
| (1.735) | ||
| Mhold | 4.537 *** | |
| (7.090) | ||
| Ins | 0.034 *** | |
| (5.849) | ||
| Constant | 5.409 *** | −51.322 *** |
| (28.538) | (−13.390) | |
| N | 28,558 | 28,558 |
| Year | Yes | Yes |
| Industry | Yes | Yes |
| Adjusted R2 | 0.444 | 0.468 |
| (1) | (2) | (3) | |
|---|---|---|---|
| Variables | CID | CID | CID |
| Myopia2 | −2.980 *** | ||
| (−3.870) | |||
| L1Myopia | −4.282 ** | ||
| (−2.526) | |||
| L2Myopia | −4.125 ** | ||
| (−2.276) | |||
| Size | 2.622 *** | 2.722 *** | 2.932 *** |
| (14.675) | (13.431) | (13.203) | |
| Roa | 3.386 *** | 3.148 *** | 2.068 ** |
| (3.635) | (3.185) | (2.015) | |
| Lev | −2.034 *** | −2.053 *** | −1.996 *** |
| (−3.530) | (−3.128) | (−2.729) | |
| Growth | −0.486 *** | −0.459 *** | −0.428 *** |
| (−4.775) | (−3.949) | (−3.389) | |
| Board | −0.461 | −0.146 | −0.023 |
| (−0.990) | (−0.285) | (−0.040) | |
| Dual | 0.048 | −0.012 | −0.037 |
| (0.293) | (−0.065) | (−0.191) | |
| Top1 | 0.020 * | 0.021 * | 0.023 * |
| (1.782) | (1.653) | (1.761) | |
| Mhold | 4.469 *** | 4.667 *** | 5.051 *** |
| (6.971) | (6.322) | (6.213) | |
| Ins | 0.034 *** | 0.037 *** | 0.043 *** |
| (5.800) | (5.662) | (5.844) | |
| Constant | −52.010 *** | −54.916 *** | −59.353 *** |
| (−13.570) | (−12.553) | (−12.375) | |
| N | 28,558 | 23,181 | 19,693 |
| Year | Yes | Yes | Yes |
| Industry | Yes | Yes | Yes |
| Adjusted R2 | 0.468 | 0.458 | 0.457 |
Variables | (1) | (2) |
|---|---|---|
| CID | CID | |
| Myopia | −3.756 ** | −4.854 *** |
| (−2.413) | (−2.615) | |
| Size | 2.583 *** | 2.724 *** |
| (14.691) | (12.472) | |
| Roa | 1.923 ** | 2.992 *** |
| (2.045) | (2.854) | |
| Lev | −1.940 *** | −1.398 ** |
| (−3.371) | (−1.983) | |
| Growth | −0.521 *** | −0.603 *** |
| (−4.923) | (−5.087) | |
| Board | −0.295 | −0.324 |
| (−0.653) | (−0.596) | |
| Dual | 0.114 | 0.041 |
| (0.715) | (0.215) | |
| Top1 | 0.022 ** | 0.030 ** |
| (2.008) | (2.348) | |
| Mhold | 4.083 *** | 4.612 *** |
| (6.351) | (6.222) | |
| Ins | 0.027 *** | 0.033 *** |
| (4.907) | (4.881) | |
| Constant | −51.036 *** | −55.197 *** |
| (−13.371) | (−11.882) | |
| N | 28,558 | 20,539 |
| Year | Yes | Yes |
| Industry | Yes | Yes |
| Year × Industry | Yes | No |
| Adjusted R2 | 0.483 | 0.457 |
| (1) | (2) | (3) | |
|---|---|---|---|
| Variables | CID | Myopia | CID |
| Myopia | −3.542 * | −52.032 *** | |
| (−1.762) | (−17.008) | ||
| IV | 4.346 *** | 0.948 *** | |
| (3.235) | (101.686) | ||
| Size | −46.852 *** | −0.001 * | 5.772 *** |
| (−9.739) | (−1.957) | (37.456) | |
| Roa | −2.117 *** | −0.008 *** | −4.466 *** |
| (−2.798) | (−2.614) | (−4.052) | |
| Lev | −0.492 *** | 0.004 ** | −1.696 ** |
| (−3.280) | (2.257) | (−2.482) | |
| Growth | −0.468 | −0.002 *** | −1.449 *** |
| (−0.770) | (−4.605) | (−11.784) | |
| Board | −0.069 | −0.001 | −2.533 *** |
| (−0.339) | (−0.574) | (−4.455) | |
| Dual | 0.022 | −0.001 ** | −0.101 |
| (1.601) | (−2.517) | (−0.523) | |
| Top1 | 3.357 *** | −0.000 | −0.038 *** |
| (4.013) | (−0.070) | (−2.915) | |
| Mhold | 0.035 *** | −0.003 | −2.856 *** |
| (4.671) | (−1.513) | (−3.931) | |
| Ins | 2.398 *** | −0.000 ** | −0.004 |
| (10.729) | (−2.297) | (−0.578) | |
| Constant | −3.542 * | ||
| (−1.762) | |||
| N | 14,468 | 28,220 | 28,220 |
| Year | Yes | Yes | Yes |
| Industry | Yes | Yes | Yes |
| Adjusted R2 | 0.471 | 0.141 |
Variables | (1) | (2) |
|---|---|---|
| CID Before Paris Agreement | CID After Paris Agreement | |
| Myopia | 2.331 | −6.435 *** |
| (1.395) | (−3.076) | |
| Size | 1.097 *** | 3.351 *** |
| (4.637) | (13.302) | |
| Roa | 2.442 | 1.975 * |
| (1.516) | (1.960) | |
| Lev | −0.977 | −2.331 *** |
| (−1.313) | (−2.938) | |
| Growth | −0.217 | −0.645 *** |
| (−1.546) | (−4.953) | |
| Board | −0.504 | −0.263 |
| (−0.871) | (−0.448) | |
| Dual | −0.017 | 0.041 |
| (−0.078) | (0.207) | |
| Top1 | −0.007 | 0.023 |
| (−0.471) | (1.455) | |
| Mhold | −0.270 | 4.756 *** |
| (−0.301) | (5.157) | |
| Ins | 0.002 | 0.042 *** |
| (0.370) | (4.952) | |
| Constant | −15.956 *** | −67.698 *** |
| (−3.124) | (−12.336) | |
| N | 7663 | 20,895 |
| Year | Yes | Yes |
| Industry | Yes | Yes |
| Adjusted R2 | 0.054 | 0.454 |
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| Variables | EGP | CID | GP | CID |
| Myopia | −0.316 * | −3.736 ** | −0.297 ** | −4.065 *** |
| (−1.742) | (−2.480) | (−2.141) | (−2.683) | |
| EGP | 1.360 *** | |||
| (15.235) | ||||
| GP | 0.340 *** | |||
| (3.836) | ||||
| Size | 0.069 *** | 2.500 *** | 0.078 *** | 2.567 *** |
| (3.660) | (14.258) | (4.513) | (14.388) | |
| Roa | 0.192 ** | 2.997 *** | 0.157 * | 3.205 *** |
| (2.034) | (3.254) | (1.825) | (3.440) | |
| Lev | −0.100 | −1.737 *** | −0.038 | −1.860 *** |
| (−1.527) | (−3.079) | (−0.750) | (−3.240) | |
| Growth | 0.003 | −0.529 *** | −0.031 *** | −0.515 *** |
| (0.261) | (−5.275) | (−3.636) | (−5.005) | |
| Board | −0.068 | −0.379 | −0.065 | −0.450 |
| (−1.296) | (−0.825) | (−1.473) | (−0.969) | |
| Dual | −0.002 | 0.044 | −0.011 | 0.045 |
| (−0.113) | (0.278) | (−0.731) | (0.280) | |
| Top1 | −0.001 | 0.020 * | −0.001 | 0.019 * |
| (−0.447) | (1.841) | (−0.718) | (1.763) | |
| Mhold | 0.132 * | 4.358 *** | 0.089 | 4.507 *** |
| (1.746) | (7.021) | (1.481) | (7.058) | |
| Ins | 0.000 | 0.034 *** | −0.000 | 0.034 *** |
| (0.034) | (5.962) | (−0.365) | (5.883) | |
| Constant | −0.483 | −50.666 *** | −1.248 *** | −50.898 *** |
| (−1.196) | (−13.495) | (−3.406) | (−13.304) | |
| N | 28,558 | 28,558 | 28,558 | 28,558 |
| Year | Yes | Yes | Yes | Yes |
| Industry | Yes | Yes | Yes | Yes |
| Adjusted R2 | 0.119 | 0.478 | 0.041 | 0.468 |
| Variables | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| More Independent Director | Less Independent Director | Technology- Intensive | Non-Technology-Intensive | |
| CID | CID | CID | CID | |
| Myopia | −3.527 | −4.205 ** | 0.256 | −7.889 *** |
| (−1.394) | (−2.213) | (0.108) | (−3.991) | |
| Size | 2.900 *** | 2.378 *** | 2.807 *** | 2.503 *** |
| (9.868) | (10.512) | (11.076) | (9.639) | |
| Roa | 2.945 ** | 3.200 ** | 3.831 *** | 2.657 * |
| (2.197) | (2.465) | (3.209) | (1.859) | |
| Lev | −1.853 ** | −1.690 ** | −1.378 * | −2.123 ** |
| (−2.046) | (−2.248) | (−1.738) | (−2.491) | |
| Growth | −0.408 *** | −0.584 *** | −0.589 *** | −0.543 *** |
| (−2.599) | (−4.205) | (−3.571) | (−4.091) | |
| Board | −0.296 | −1.891 * | −0.360 | −0.568 |
| (−0.382) | (−1.769) | (−0.570) | (−0.838) | |
| Dual | −0.072 | 0.145 | −0.072 | 0.038 |
| (−0.288) | (0.666) | (−0.344) | (0.156) | |
| Top1 | 0.033 * | −0.002 | 0.029 * | 0.005 |
| (1.779) | (−0.131) | (1.733) | (0.339) | |
| Mhold | 3.610 *** | 4.559 *** | 4.726 *** | 3.493 *** |
| (4.003) | (4.946) | (5.626) | (3.533) | |
| Ins | 0.026 *** | 0.043 *** | 0.030 *** | 0.042 *** |
| (2.803) | (5.698) | (3.986) | (4.796) | |
| Constant | −58.730 *** | −42.815 *** | −56.769 *** | −48.431 *** |
| (−9.405) | (−8.287) | (−10.417) | (−8.707) | |
| N | 12,600 | 15,958 | 14,448 | 14,110 |
| Year | Yes | Yes | Yes | Yes |
| Industry | Yes | Yes | Yes | Yes |
| Adjusted R2 | 0.439 | 0.467 | 0.465 | 0.466 |
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An, K.; Lin, Z.; Yang, Y. Does Managerial Myopia Affect Corporate Carbon Information Disclosure? Evidence from China. Sustainability 2025, 17, 9042. https://doi.org/10.3390/su17209042
An K, Lin Z, Yang Y. Does Managerial Myopia Affect Corporate Carbon Information Disclosure? Evidence from China. Sustainability. 2025; 17(20):9042. https://doi.org/10.3390/su17209042
Chicago/Turabian StyleAn, Keyu, Zhijun Lin, and Yunjian Yang. 2025. "Does Managerial Myopia Affect Corporate Carbon Information Disclosure? Evidence from China" Sustainability 17, no. 20: 9042. https://doi.org/10.3390/su17209042
APA StyleAn, K., Lin, Z., & Yang, Y. (2025). Does Managerial Myopia Affect Corporate Carbon Information Disclosure? Evidence from China. Sustainability, 17(20), 9042. https://doi.org/10.3390/su17209042

