| Literature DB >> 35329167 |
Abstract
Ecological poverty alleviation launched by the Chinese government is an innovative green development measure that combines targeted poverty alleviation with ecological protection to realize the ecological environmental protection and income growth of the impoverished population. Based on the Chinese government's policy of poverty alleviation assessment for provincial government officials in 2016, this paper studies whether the assessment of government officials promote enterprises' participation in ecological poverty alleviation. Using the sample of Chinese A-share listed companies from 2016 to 2020, the empirical test shows that the more important the assessment of poverty alleviation by officials, the more likely local enterprises are to participate in targeted poverty alleviation and the higher the investment level is likely to be. The results pass a series of robustness tests. In addition, this paper further finds that enterprise participation in ecological poverty alleviation can effectively reduce local water pollution, air pollution and solid pollution, thus improving the ecological environment. It suggests that the assessment mechanism of Chinese government officials can effectively promote multi-dimensional ecological poverty alleviation. The contributions of this paper are as follows. Firstly, it is helpful to expand the relevant literature on enterprise environmental protection from the perspective of ecological poverty alleviation. Secondly, it is helpful to expand the literature related to government-enterprise interaction from the perspective of the assessment of government officials. Finally, it is helpful to enrich and expand the relevant literatures on promotion incentives of government officials from the perspective of ecological poverty alleviation.Entities:
Keywords: corporate social responsibility; ecological poverty alleviation; environmental governance; official assessment
Mesh:
Year: 2022 PMID: 35329167 PMCID: PMC8954072 DOI: 10.3390/ijerph19063470
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Sample distribution.
| Group | Participation in Ecological | No Participation in Ecological | ||
|---|---|---|---|---|
| N | Proportion (%) | N | Proportion (%) | |
| Overall | 381 | 3.31 | 11,146 | 96.69 |
| Midwest Region | 193 | 7.09 | 2530 | 92.91 |
| Eastern Region | 188 | 2.14 | 8616 | 97.86 |
| High poverty | 166 | 7.35 | 2093 | 92.65 |
| Low poverty | 215 | 2.32 | 9053 | 97.68 |
Descriptive statistics for key variables.
| Variable | N | Mean | sd | Min | p25 | p50 | p75 | Max |
|---|---|---|---|---|---|---|---|---|
| Povref_eco | 11,527 | 0.0331 | 0.1788 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
| Input_eco | 11,527 | 0.0902 | 0.5436 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 4.7095 |
| Midwest | 11,527 | 0.2362 | 0.4248 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1 |
| Poor | 11,527 | 0.0563 | 0.1404 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.88 |
| Soe | 11,527 | 0.2397 | 0.4269 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 1 |
| Size | 11,527 | 21.9881 | 1.1663 | 19.5950 | 21.1525 | 21.8515 | 22.6523 | 26.1024 |
| Lev | 11,527 | 0.3966 | 0.1988 | 0.0523 | 0.2357 | 0.3822 | 0.5359 | 0.933 |
| Roa | 11,527 | 0.0355 | 0.0802 | −0.5304 | 0.0151 | 0.0401 | 0.0714 | 0.2479 |
| Cashratio | 11,527 | 0.8226 | 1.1613 | 0.0206 | 0.2047 | 0.4197 | 0.9158 | 8.9238 |
| Shrhfd | 11,527 | 0.1479 | 0.1012 | 0.0128 | 0.0706 | 0.1224 | 0.2011 | 0.5013 |
| Bsize | 11,527 | 2.2529 | 0.2530 | 1.6094 | 2.0794 | 2.1972 | 2.3979 | 2.8904 |
| Deficit | 11,527 | 7.8751 | 0.5296 | 6.2399 | 7.4535 | 8.0079 | 8.2686 | 8.8447 |
All continuous variables at firm level are winsorized at the 1% and 99% by year.
Univariate analysis.
| Group Standard | Group | Povref_eco | Input_eco | ||||
|---|---|---|---|---|---|---|---|
| N | Mean | Difference | N | Mean | Difference | ||
| whether poverty alleviation assessment apply | Midwest | 2723 | 0.0709 | 0.0495 | 2723 | 0.1843 | 0.1232 |
| East | 8804 | 0.0214 | 8804 | 0.0611 | |||
| importance of poverty alleviation assessment | High poverty | 2259 | 0.0735 | 0.0503 | 2259 | 0.1871 | 0.1205 |
| Low poverty | 9268 | 0.0232 | 9268 | 0.0666 | |||
*** denotes significance levels of 0.01.
The impact of the importance of poverty alleviation assessment on enterprise ecological poverty alleviation.
| Variable | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| Povref_eco | Input_eco | Povref_eco | Input_eco | |
| Midwest | 0.8936 *** | 1.9099 *** | ||
| (3.9152) | (4.6716) | |||
| Poor | 2.3658 *** | 4.5618 *** | ||
| (4.3165) | (4.6114) | |||
| Soe | 0.4654 ** | 0.8664 ** | 0.5272 ** | 1.0056 ** |
| (2.0969) | (2.1613) | (2.3729) | (2.5148) | |
| Size | 0.9491 *** | 1.8650 *** | 0.9235 *** | 1.8171 *** |
| (9.6030) | (10.8283) | (9.5353) | (10.7643) | |
| Lev | −0.4641 | −0.8186 | −0.2942 | −0.5627 |
| (−0.6836) | (−0.6494) | (−0.4486) | (−0.4579) | |
| Roa | 0.5552 | 1.8213 | 0.7334 | 1.8566 |
| (0.4529) | (0.7868) | (0.6019) | (0.8073) | |
| Cashratio | −0.0441 | −0.1264 | −0.0342 | −0.1011 |
| (−0.4277) | (−0.6549) | (−0.3320) | (−0.5307) | |
| Shrhfd | 1.4711 | 2.9438 | 1.3525 | 2.6513 |
| (1.5351) | (1.6434) | (1.4306) | (1.5005) | |
| Bsize | −0.1939 | −0.5269 | −0.1746 | −0.5336 |
| (−0.6491) | (−0.9499) | (−0.5866) | (−0.9707) | |
| Deficit | 0.2584 | 0.2864 | 0.2896 | 0.4221 |
| (1.0429) | (0.6889) | (1.2025) | (1.0369) | |
| _cons | −27.6206 *** | −52.8375 *** | −27.1475 *** | −52.5975 *** |
| (−8.3377) | (−9.6013) | (−8.1590) | (−9.4798) | |
| Year FE | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes |
| pseudo R-sq | 0.334 | 0.250 | 0.331 | 0.246 |
| N | 9712 | 11,527 | 9712 | 11,527 |
*** and ** denote significance levels of 0.01and 0.05, respectively. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
Robustness tests: sample self-selection.
| Variable | (1) | (2) |
|---|---|---|
| Povref_eco | Input_eco | |
| Poor | 2.5743 *** | 4.7120 *** |
| (3.9657) | (4.4050) | |
| Soe | 0.3538 | 0.5481 |
| (1.3840) | (1.2049) | |
| Size | 0.8715 *** | 1.6537 *** |
| (7.3283) | (8.4285) | |
| Lev | 0.0821 | 0.2385 |
| (0.1103) | (0.1754) | |
| Roa | 1.8105 | 4.1662 |
| (1.2178) | (1.5494) | |
| Cashratio | −0.0814 | −0.2105 |
| (−0.5970) | (−0.8491) | |
| Shrhfd | 0.5886 | 0.9660 |
| (0.4979) | (0.4627) | |
| Bsize | −0.2094 | −0.4422 |
| (−0.5449) | (−0.6558) | |
| Deficit | 0.3506 | 0.5556 |
| (1.0879) | (1.0875) | |
| _cons | −26.2579 *** | −49.2722 *** |
| (−6.6143) | (−7.9742) | |
| Year FE | Yes | Yes |
| Industry FE | Yes | Yes |
| pseudo R-sq | 0.306 | 0.234 |
| N | 3523 | 4338 |
*** denotes significance levels of 0.01. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
Robustness tests: attribution criteria with office address.
| Variable | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| Povref_eco | Input_eco | Povref_eco | Input_eco | |
| Midwestw | 0.9229 *** | 1.9286 *** | ||
| (4.0659) | (4.7121) | |||
| Poorw | 2.3086 *** | 4.4009 *** | ||
| (4.2485) | (4.3977) | |||
| Size | 0.9901 *** | 1.9317 *** | 0.9670 *** | 1.8982 *** |
| (10.1541) | (11.4274) | (10.2167) | (11.4898) | |
| Lev | −0.2809 | −0.5026 | −0.0830 | −0.2100 |
| (−0.4249) | (−0.4080) | (−0.1294) | (−0.1738) | |
| Roa | 0.4063 | 1.5429 | 0.5896 | 1.5733 |
| (0.3438) | (0.6919) | (0.4991) | (0.7061) | |
| Cashratio | −0.0348 | −0.1102 | −0.0210 | −0.0787 |
| (−0.3420) | (−0.5834) | (−0.2072) | (−0.4236) | |
| Shrhfd | 1.6427 * | 3.3007 * | 1.5771 * | 3.1043 * |
| (1.7677) | (1.9073) | (1.7195) | (1.8160) | |
| Bsize | −0.0884 | −0.2635 | −0.0295 | −0.1799 |
| (−0.2921) | (−0.4648) | (−0.0976) | (−0.3182) | |
| Deficitw | 0.2464 | 0.3158 | 0.3046 | 0.5024 |
| (1.0338) | (0.7791) | (1.3147) | (1.2693) | |
| _cons | −28.4036 *** | −54.6466 *** | −28.2108 *** | −55.1705 *** |
| (−8.6301) | (−9.9026) | (−8.5690) | (−9.9182) | |
| Year FE | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes |
| pseudo R-sq | 0.330 | 0.247 | 0.326 | 0.243 |
| N | 9712 | 11,527 | 9712 | 11,527 |
*** and * denote significance levels of 0.01 and 0.1, respectively. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
Robustness tests: changing the measurement of importance of assessment.
| Variable | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| Povref_eco | Input_eco | Povref_eco | Input_eco | |
| Poornum | 0.3848 *** | 0.7331 *** | ||
| (2.7914) | (3.0572) | |||
| Pooratio | 0.1028 ** | 0.2345 *** | ||
| (2.2819) | (2.8205) | |||
| Soe | 0.5478 ** | 1.0026 ** | 0.5406 ** | 0.9932 ** |
| (2.3290) | (2.4203) | (2.2862) | (2.3821) | |
| Size | 0.8216 *** | 1.5609 *** | 0.8263 *** | 1.5830 *** |
| (7.5991) | (8.3827) | (7.6251) | (8.4336) | |
| Lev | 0.1741 | 0.6190 | 0.1062 | 0.3854 |
| (0.2549) | (0.4941) | (0.1539) | (0.3061) | |
| Roa | 1.4546 | 3.9440 | 1.3262 | 3.7580 |
| (1.0779) | (1.5324) | (0.9994) | (1.4765) | |
| Cashratio | 0.0332 | 0.0361 | 0.0263 | 0.0170 |
| (0.2810) | (0.1628) | (0.2216) | (0.0762) | |
| Shrhfd | 1.6966 * | 3.3477 * | 1.6304 * | 3.2527 * |
| (1.7468) | (1.8656) | (1.6871) | (1.8087) | |
| Bsize | 0.0089 | −0.0862 | −0.0106 | −0.1152 |
| (0.0265) | (−0.1450) | (−0.0315) | (−0.1929) | |
| Deficit | 0.5069 * | 0.7833 * | 0.6913 *** | 1.1023 ** |
| (1.8625) | (1.7081) | (2.5824) | (2.4899) | |
| _cons | −26.9328 *** | −50.5075 *** | −28.5009 *** | −53.8464 *** |
| (−7.1941) | (−8.3350) | (−7.7963) | (−9.0303) | |
| Year FE | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes |
| pseudo R-sq | 0.313 | 0.236 | 0.311 | 0.235 |
| N | 7291 | 8768 | 7291 | 8768 |
***, **, and * denote significance levels of 0.01, 0.05, and 0.1, respectively. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
Robustness tests: changing the measurement of ecological poverty alleviation inputs.
| Variable | (1) | (2) | (3) | (4) |
|---|---|---|---|---|
| Povref_asset | Povref_asset | Povref_sale | Povref_sale | |
| Midwest | 14.9279 * | 23.7309 * | ||
| (1.8056) | (1.8056) | |||
| Poor | 34.3875 * | 54.6652 * | ||
| (1.8178) | (1.8178) | |||
| Soe | 7.3219 | 8.3566 * | 11.6385 | 13.2834 * |
| (1.6414) | (1.7085) | (1.6413) | (1.7084) | |
| Size | 12.3344 ** | 11.9336 ** | 19.6080 ** | 18.9707 ** |
| (1.9907) | (1.9921) | (1.9908) | (1.9921) | |
| Lev | 0.6302 | 2.5085 | 1.0009 | 3.9869 |
| (0.0675) | (0.2646) | (0.0675) | (0.2645) | |
| Roa | 10.9163 | 11.1117 | 17.3253 | 17.6321 |
| (0.6411) | (0.6582) | (0.6400) | (0.6569) | |
| Cashratio | −0.6010 | −0.4211 | −0.9554 | −0.6694 |
| (−0.4092) | (−0.2927) | (−0.4091) | (−0.2926) | |
| Shrhfd | 26.6023 | 24.0436 | 42.2898 | 38.2224 |
| (1.3925) | (1.3382) | (1.3925) | (1.3382) | |
| Bsize | −6.6696 | −6.7045 | −10.6008 | −10.6559 |
| (−1.1001) | (−1.1098) | (−1.1000) | (−1.1096) | |
| Deficit | 1.2443 | 2.3926 | 1.9780 | 3.8034 |
| (0.4331) | (0.8383) | (0.4331) | (0.8382) | |
| _cons | −361.6119 ** | −359.5072 ** | −574.8584 ** | −571.5113 ** |
| (−2.0530) | (−2.0502) | (−2.0530) | (−2.0502) | |
| Year FE | Yes | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes | Yes |
| pseudo R-sq | 0.149 | 0.147 | 0.141 | 0.138 |
| N | 11,527 | 11,527 | 11,526 | 11,526 |
**, and * denote significance levels of 0.05, and 0.1, respectively. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
The effects of ecological poverty alleviation.
| Variable | (1) | (2) | (3) |
|---|---|---|---|
| SolidWaste | Dioxide | WasteWater | |
| Input_eco | −0.0791 *** | −0.0531 *** | −0.0372 * |
| (−3.5585) | (−2.7530) | (−1.7143) | |
| Size | −0.0167 | −0.0239 ** | −0.0115 |
| (−1.2347) | (−2.1623) | (−0.9983) | |
| Lev | 0.1441 * | 0.0973 | −0.3382 *** |
| (1.6918) | (1.4328) | (−4.5244) | |
| Roa | 0.1738 | 0.0547 | 0.3245 *** |
| (1.5761) | (0.5966) | (3.0031) | |
| Cashratio | −0.0234 ** | −0.0206 ** | −0.0401 *** |
| (−2.2392) | (−2.5068) | (−3.8089) | |
| Shrhfd | −0.1490 | −0.0296 | 0.1806 * |
| (−1.2621) | (−0.2960) | (1.7361) | |
| Bsize | 0.0899 ** | 0.0385 | −0.1166 *** |
| (2.2702) | (1.1679) | (−3.3337) | |
| Deficit | 1.5237 *** | 1.4755 *** | 0.7455 *** |
| (61.1830) | (75.0264) | (32.1157) | |
| _cons | −2.8803 *** | −7.7875 *** | 6.5105 *** |
| (−7.8249) | (−26.2382) | (20.0854) | |
| Year FE | Yes | Yes | Yes |
| Industry FE | Yes | Yes | Yes |
| adj. R-sq | 0.595 | 0.667 | 0.362 |
| N | 11527 | 11527 | 8133 |
***, **, and * denote significance levels of 0.01, 0.05, and 0.1, respectively. Logit regressions correspond to z-values in parentheses, and tobit regressions correspond to t-values in parentheses. Standard errors are adjusted for firm clustering effects.
Definition of variables.
| Variable Name | Variable Symbols | Variable Measurement |
|---|---|---|
| Ecological poverty alleviation | Povref_eco | The variable equals 1 if the company is involved in ecological poverty alleviation in the t year and 0 if it is not involved in any form of poverty alleviation. |
| Input_eco | The total amount of the firm’s ecological poverty alleviation input is added by 1 and then taken as the natural logarithm. If not involved in ecological poverty alleviation, the total amount of ecological poverty alleviation input is 0. | |
| The importance of ecological poverty alleviation assessment | Poor | Number of national-level poverty-stricken counties by province for the year, combined national-level poverty-stricken counties and sub-counties in special contiguous areas, in hundreds. |
| Poornum | Size of the poor population by province for the year, in millions. | |
| Pooratio | Poverty incidence by province for the year, in %. | |
| Nature of firm ownership | Soe | If the ultimate controller is a state-owned legal person, a state-owned government agency, and a state-controlled enterprise, such as an institution or autonomous organization, then the value of Soe equals 1 for state-owned enterprises; otherwise, it is 0. |
| Firm size | Size | Natural logarithm of total assets at the end of the period. |
| Debt ratio | Lev | Lev = total liabilities at end of period/total assets at end of period. |
| Return on assets | Roa | Roa = net profit/total assets. |
| Cash ratio | Cashratio | (Monetary funds + financial assets held for trading + notes receivable)/total current liabilities. |
| Equity concentration | Shrhfd | Sum of the squares of the top five shareholders’ shareholdings. |
| Board size | Bsize | Natural logarithm of the total number of directors on the board. |
| Provincial fiscal deficit | Decifit | Natural logarithm of fiscal deficits for the year by province. |
Correlation coefficient test.
| Panel A: Correlation Coefficient of Povref_eco to Size | ||||||
|---|---|---|---|---|---|---|
| Variable | Povref_eco | Input_eco | Midwest | Poor | Soe | Size |
| Povref_eco | 1 | |||||
| Input_eco | 0.897 *** | 1 | ||||
| Midwest | 0.118 *** | 0.096 *** | 1 | |||
| Poor | 0.085 *** | 0.059 *** | 0.721 *** | 1 | ||
| Soe | 0.160 *** | 0.128 *** | 0.164 *** | 0.117 *** | 1 | |
| Size | 0.251 *** | 0.249 *** | 0.042 *** | 0.002 | 0.328 *** | 1 |
| Lev | 0.118 *** | 0.111 *** | 0.088 *** | 0.054 *** | 0.265 *** | 0.480 *** |
| Roa | 0.002 | 0.007 | −0.050 *** | −0.036 *** | −0.073 *** | −0.023 |
| Cashratio | −0.056 *** | −0.054 *** | −0.019 | −0.016 | −0.106 *** | −0.276 *** |
| Shrhfd | 0.079 *** | 0.060 *** | −0.025 | −0.026 | 0.145 *** | 0.116 *** |
| Bsize | 0.071 *** | 0.066 *** | 0.091 *** | 0.069 *** | 0.258 *** | 0.222 *** |
| Deficit | 0.036 *** | 0.031 * | 0.320 *** | 0.245 *** | −0.061 *** | −0.026 |
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| Lev | 1 | |||||
| Roa | −0.325 *** | 1 | ||||
| Cashratio | −0.556 *** | 0.188 *** | 1 | |||
| Shrhfd | −0.003 | 0.173 *** | 0.026 | 1 | ||
| Bsize | 0.166 *** | −0.114 *** | −0.092 *** | −0.041 *** | 1 | |
| Deficit | 0.012 | −0.019 | −0.032 ** | −0.041 *** | −0.026 | 1 |
***, **, and * denote significance levels of 0.01, 0.05, and 0.1, respectively.
Propensity score matching balance test.
| Unmatched | Mean | %reduct | |||||
|---|---|---|---|---|---|---|---|
| Variable | Matched | Treated | Control | %bias | |bias| |
| |
| Size | U | 22.133 | 22.051 | 7 | 40.4 | 2.75 | 0.006 |
| M | 22.133 | 22.084 | 4.2 | 1.29 | 0.197 | ||
| Growth | U | 0.21895 | 0.19967 | 3.8 | −48.9 | 1.57 | 0.116 |
| M | 0.21895 | 0.24765 | −5.7 | −1.63 | 0.104 | ||
| Lev | U | 0.43957 | 0.39605 | 21.3 | 80.9 | 8.42 | 0 |
| M | 0.43957 | 0.43126 | 4.1 | 1.27 | 0.205 | ||