何可,,
张俊飚
华中农业大学经济管理学院/华中农业大学湖北农村发展研究中心 武汉 430070
基金项目: 国家自然科学基金青年项目71703051
国家自然科学基金重点项目71333006
教育部哲学社会科学研究重大课题攻关项目15JZD014
详细信息
通讯作者:夏佳奇, 研究方向为农业资源与环境经济。E-mail:xjqgzyx163@163.com
何可, 研究方向为农业资源与环境经济。E-mail:hekework@gmail.com
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出版历程
收稿日期:2019-05-31
录用日期:2019-08-29
刊出日期:2019-12-01
Effect of environmental regulations and village regulations on farmers' green production willingness: Taking the resource use of livestock and poultry waste of large-scale pig farmers as an example
XIA Jiaqi,,HE Ke,,
ZHANG Junbiao
College of Economics and Management, Huazhong Agricultural University/Hubei Rural Development Research Center, Huazhong Agricultural University, Wuhan 430070, China
Funds: the National Natural Science Foundation of China71703051
the Key Program of National Natural Science Foundation of China71333006
the Major Project on Philosophy and Social Science Research of the Ministry of Education of China15JZD014
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Corresponding author:HE Ke, E-mail: hekework@gmail.com
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摘要
摘要:畜禽养殖污染是造成农业污染的重要因素,但现有环境法规作用有限,可能由于没有很好地融合当地的非正式制度。本文在研究环境规制对农户绿色生产意愿的基础上创新性地加入村规民约进行考虑,以湖北省规模养猪户为研究对象,运用结构方程模型分析了环境规制、村规民约对规模养猪户畜禽养殖废弃物资源化利用意愿的影响,探寻正式制度和非正式制度因素对规模养猪户资源化利用意愿的影响机制。研究结果表明:1)环境规制对规模养猪户的资源化利用意愿具有显著正向影响;2)村规民约对规模养猪户的资源化利用意愿具有显著正向影响;3)村规民约在环境规制对规模养猪户资源化利用意愿影响的过程中具有中介作用,具体表现为约束型环境规制借助规范性村规民约间接影响规模养猪户的畜禽养殖废弃物资源化利用意愿,引导型环境规制借助文化性村规民约间接影响规模养猪户的畜禽养殖废弃物资源化利用意愿。据此,本文提出政策启示:在乡村环境治理过程中政府应当完善环境规制、规范村规民约,并在实践中充分发挥两者的优点,使环境规制"合礼"化、村规民约"合理"化。
关键词:环境规制/
村规民约/
资源化利用意愿/
结构方程模型/
中介效应
Abstract:Pollution from pig breeding is a major contributor to agricultural pollution. However, existing environmental regulations have limited role, because it may not be well integrated into local informal system. This paper considers the environmental regulations to the farmers' willingness of green production and innovatively adds the village regulations, using large-scale pig farmers in Hubei Province as the research object as well as the structural equation model to study the influence of environmental regulations and village regulations on pig farmers' willingness to recycle livestock and poultry waste, and explore the mechanism of the influence of formal institutions and informal institutional factors on the willingness of large-scale pig farmers to use resources. The findings reveal that:1) environmental regulations have a significant positive effect on large-scale pig farmers' willingness; 2) village regulations have a significant positive effect on large-scale pig farmers' willingness; and 3) village regulations play an intermediary role in the impact of environmental regulations on large-scale pig farmers' willingness to use these resources. Restrictive environmental regulations have an indirect effect on the willingness of large-scale pig farmers to use these resources through normative village regulations, and guiding environmental regulations have an indirect effect on this willingness through cultural village regulations. Based on these findings, this study proposed the following policy implications. In the process of rural environmental governance, the government should improve the environmental regulations, standardize the village rules and regulations, and give full play to the advantages of both in practice, so as to make the environmental regulations "propriety" and the village rules and regulations "reasonable".
Key words:Environmental regulations/
Village regulations/
Resource utilization willingness/
Structural equation model/
Mediating effect
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图1环境规制和村规民约对规模养猪户资源化利用意愿的影响效应研究模型
Figure1.Research model of the effect of environmental regulations and village regulations on the willingness of large-scale pig farmers' resource utilization
下载: 全尺寸图片幻灯片
图2环境规制与村规民约对规模养猪户资源化利用意愿影响的模型标准化路径系数
各缩写变量的含义见表 2。
Figure2.Model standardized path coefficient of environmental regulations and village regulations on the willingness of large-scale pig farmers' resource utilization
The meaning of each abbreviated variable is shown in the table 2.
下载: 全尺寸图片幻灯片
表1样本规模养猪户的个体特征描述
Table1.Description of individual characteristics of samples of large-scale pig farmers
项目 Project | 类别 Category | 样本量 Sample size | 百分比 Percentage (%) |
性别 Gender | 男Male | 403 | 98.29 |
女Female | 17 | 1.71 | |
家庭总人数 Total number of families | 0~3 | 68 | 16.59 |
4~6 | 294 | 71.70 | |
7~8 | 40 | 9.76 | |
≥9 | 8 | 1.95 | |
年龄Age | ≤30 | 14 | 3.41 |
31~40 | 78 | 19.02 | |
41~50 | 173 | 42.20 | |
51~60 | 118 | 28.78 | |
≥61 | 27 | 6.59 | |
养猪年收入 Annual income of pigs (×104 ) | ≤100 | 360 | 87.80 |
101~200 | 39 | 9.52 | |
201~300 | 5 | 1.22 | |
≥401 | 6 | 1.46 | |
受教育水平(年) Education years (a) | 0~6 | 94 | 22.93 |
7~9 | 187 | 45.61 | |
10~12 | 116 | 28.29 | |
≥13 | 13 | 3.17 | |
健康状况 Health status | 不太好=1 No good=1 | 204 | 49.76 |
一般=2 General=2 | 206 | 50.24 | |
比较好=3 Good=3 | 0 | 0 |
下载: 导出CSV
表2环境规制与村规民约各变量说明与描述性统计
Table2.Explanation and descriptive statistics of each variable of environmental regulations and village rules and regulations
潜变量 Latent variable | 变量名称 Variable name | 测量项目的含义与赋值 Meaning and assignment of measured index | 均值 Mean | 标准差 Standard deviation | 最小值 Minimum value | 最大值 Maximum value |
环境规制 Environmental regulations | 约束型规制(Rest) Restrictive regulations | 开展监督、监管(Regu1) Carry out supervision and supervision | 3.689 | 1.662 | 1 | 5 |
制定与完善法规条例(Regu2) Formulate and improve regulations | 3.692 | 1.536 | 1 | 5 | ||
激励型规制(Ince) Incentive regulations | 给予补贴(Ince1) Give subsidize | 3.794 | 1.576 | 1 | 5 | |
给予用地、用水、用电优惠(Ince2) Give land, water, electricity discount | 3.801 | 1.576 | 1 | 5 | ||
税收优惠(Ince3) Tax discount | 3.779 | 1.575 | 1 | 5 | ||
引导型规制(Gui) Guiding regulations | 营造产品公平竞争环境(Gui1) Create a fair competition environment for products | 3.448 | 1.455 | 1 | 5 | |
村民会积极响应政府对环境保护等的宣传工作(Gui2) The villagers will actively respond to the government’s propaganda work on environmental protection | 3.468 | 1.420 | 1 | 5 | ||
· | 技术支持:帮助获得技术(Gui3) Technical support: helping to get technology | 3.080 | 1.247 | 1 | 5 | |
村规民约 Village regulations | 规范性村规民约 (Norm) Normative village regulations | 如果有人污染环境, 村里其他人会指责他(Norm1) If someone pollutes the environment, other people in the village will accuse him | 3.669 | 1.613 | 1 | 5 |
如果有人保护环境, 村里的其他人会表扬他(Norm2) If someone protects the environment, other people in the village will praise him | 3.838 | 1.557 | 1 | 5 | ||
文化性村规民约(Cul) Cultural village regulations | 村里认为保护环境比获取经济利益更重要(Cul1) The village believes that protecting the environment is more important than obtaining economic benefits | 3.465 | 1.506 | 1 | 5 | |
我和村民都关注整个村的集体利益(Cul2) I and the villagers are concerned about the collective interests of the entire village | 3.577 | 1.539 | 1 | 5 | ||
资源化利用意愿 Resource utilization willingness | 行为意向(Wil) Willingness | 是否愿意利用畜禽粪便制沼气/生物天然气?(Wil1) Are you willing to use livestock and poultry manure to make methane/biogas? | 0.659 | 0.475 | 0 | 1 |
是否愿意利用畜禽粪便制有机肥?(Wil2) Are you willing to use livestock and poultry manure as organic fertilizer? | 0.843 | 0.364 | 0 | 1 | ||
是否愿意委托他人对畜禽粪便代为综合利用?(Wil3) Are you willing to entrust others to make comprehensive use of livestock and poultry manure? | 0.716 | 0.451 | 0 | 1 | ||
控制变量 Control variable | 性别 Gender | 男性=1, 女性=0 Male=1, female=0 | 0.983 | 0.131 | 0 | 1 |
年龄 Age | 受访者实际年龄 Respondent’s actual age | 47.766 | 8.715 | 25 | 70 | |
受教育水平 Educational level | 受访者上学年限 Respondents’ school years (a) | 8.652 | 2.614 | 0 | 16 | |
收入 Income | 受访者养猪年收入 Respondents’ annual income from pigs (×104 ) | 53.445 | 78.671 | 2 | 945 | |
家庭总人数 Total number of families | 受访者家庭总人数 Total number of respondents’ families | 4.985 | 1.475 | 1 | 10 | |
健康状况 Health status | 不太好=1, 一般=2, 较好=3 No good = 1, generally = 2, good = 3 | 1.502 | 0.501 | 1 | 2 |
下载: 导出CSV
表3环境规制、村规民约和规模养猪户资源化利用意愿各潜变量数据的信度与效度检验分析结果
Table3.Reliability and validity test results of environmental regulations, village regulations and the willingness of large-scale pig farmers' resource utilization
潜变量 Latent variable | 观测变量 Observation variable | 因子载荷 Factor load | Cronbach的α值 Cronbach’ α | 组合信度 Composite reliability | 平均提取方差 Average variance extracted |
约束型规制 Restrictive regulations | Regu1 | 0.920 | 0.961 | 0.946 | 0.898 |
Regu2 | 0.974 | ||||
激励型规制 Incentive regulations | Ince1 | 0.965 | 0.984 | 0.984 | 0.953 |
Ince2 | 0.984 | ||||
Ince3 | 0.980 | ||||
引导型规制 Guiding regulations | Gui1 | 0.881 | 0.770 | 0.781 | 0.571 |
Gui2 | 0.900 | ||||
Gui3 | 0.358 | ||||
规范性村规民约 Nornative village regulations | Norm1 | 0.961 | 0.966 | 0.968 | 0.937 |
Norm2 | 0.975 | ||||
文化性村规民约 Cultural village regulations | Cul1 | 0.948 | 0.959 | 0.959 | 0.921 |
Cul2 | 0.971 | ||||
资源化利用意愿 Resource utilization willingness | Wil1 | 0.940 | 0.876 | 0.906 | 0.763 |
Wil2 | 0.746 | ||||
Wil3 | 0.922 | ||||
各缩写变量的含义见表 2。The meaning of each abbreviated variable is shown in the table 2. |
下载: 导出CSV
表4环境规制与村规民约对规模养猪户资源化利用意愿影响的模型整体适配度评价及拟合结果
Table4.Evaluation of the overall fit degree of the model and the fitting results of environmental regulations and village regulations on the willingness of large-scale pig farmers' resource utilization
模型整体适配度检验 Model overall fitness test | 统计检验量 Statistical test quantity | 建议值 Suggested value | 模型拟合指数 Model fitting index | 拟合情况 Fitting |
绝对指数 Absolute index | χ2/df | < 3.00 | 2.240 | 理想Perfect |
RMSEA | < 0.08 | 0.056 | 理想Perfect | |
相对指数 Relative index | NFI | > 0.9 | 0.965 | 理想Perfect |
RFI | > 0.9 | 0.957 | 理想Perfect | |
IFI | > 0.9 | 0.981 | 理想Perfect | |
TLI | > 0.9 | 0.976 | 理想Perfect | |
CFI | > 0.9 | 0.980 | 理想Perfect | |
简约指数 Simple index | PCFI | > 0.5 | 0.784 | 理想Perfect |
PNFI | > 0.5 | 0.772 | 理想Perfect | |
χ2/df为卡方值与自由度的比值, RMSEA为近似误差均方根, IFI为增量拟合指数, TLI为非规范拟合指数, NFI、RFI、CFI分别为规范拟合、相对拟合、比较拟合指标, PCFI为简约比较拟合, PNFI为简约规范拟合指标。χ2/df is the ratio of chi-square value to degree of freedom, RMSEA is the approximate root mean square of errors, IFI is the incremental fit index, TLI is the nonstandard fitting index; NFI, RFI, CFI are the norm fit, relative fitting and comparing the fitting indexes; PCFI is a simple comparison and fitting, PNFI is a simple norm fitting index. |
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表5环境规制与村规民约对规模养猪户资源化利用意愿影响回归结果
Table5.Regression results of environmental regulations and village regulations on the willingness of large-scale pig farmers' resource utilization
路径 Path | 非标准化系数 Non-standardized coefficient | 标准误差 Standard error | 临界比率值 Critical ratio value | 标准化系数 Standardization coefficient | 结论 Conclusion |
Wil←Regu | 0.053*** | 0.015 | 3.511 | 0.176*** | H1:支持Support |
Wil←Ince | 0.105*** | 0.024 | 4.383 | 0.363*** | H2:支持Support |
Wil←Gui | -0.075*** | 0.024 | -3.102 | -0.215*** | H3:不支持Not support |
Wil←Norm | 0.176*** | 0.028 | 6.274 | 0.612*** | H4:支持Support |
Wil←Cul | 0.025** | 0.009 | 2.908 | 0.080** | H5:支持Support |
Norm←Regu | 1.030*** | 0.030 | 34.169 | 0.992*** | H6:支持Support |
Cul←Gui | 1.022*** | 0.040 | 25.510 | 0.914*** | H7:支持Support |
各缩写变量的含义见表 2。*、**、***分别表示P < 0.1、P < 0.01、P < 0.001。The meaning of each abbreviated variable is shown in the table 2. *, **, *** indicate P < 0.1, P < 0.01, and P < 0.001, respectively. |
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表6环境规制与村规民约对资源化利用意愿影响的直接和间接影响效应
Table6.Direct and indirect effects of environmental regulation and village regulations on the willingness of large-scale pig farmers' resource utilization
路径 Path | 直接效应 Direct effect | 间接效应 Indirect effect | 总效应 Total effect |
Wil←Regu | 0.176 | 0.607 | 0.783 |
Wil←Ince | 0.363 | — | 0.363 |
Wil←Gui | -0.215 | 0.073 | -0.142 |
Wil←Norm | 0.612 | — | 0.612 |
Wil←Cul | 0.080 | — | 0.080 |
各缩写变量的含义见表 2。The meaning of each abbreviated variable is shown in the table 2. |
下载: 导出CSV
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