浙江农业学报 ›› 2022, Vol. 34 ›› Issue (12): 2789-2799.DOI: 10.3969/j.issn.1004-1524.2022.12.22
刘恩玲1,2,3(), 罗小锋1,2,3,*(
), 杜三峡1,2,3, 闫阿倩1,2,3, 王祥礼1,2,3
收稿日期:
2022-02-26
出版日期:
2022-12-25
发布日期:
2022-12-26
通讯作者:
罗小锋
作者简介:
*罗小锋,E-mail: luoxiaofeng@mail.hzau.edu.cn基金资助:
LIU Enling1,2,3(), LUO Xiaofeng1,2,3,*(
), DU Sanxia1,2,3, YAN Aqian1,2,3, WANG Xiangli1,2,3
Received:
2022-02-26
Online:
2022-12-25
Published:
2022-12-26
Contact:
LUO Xiaofeng
摘要:
化学农药减量是促进农业绿色发展和保障农产品质量安全的重要途径。为此,基于湖北省和江西省613户水稻种植户的微观调研数据,实证检验老龄化、种植目的对农户化学农药减量行为的影响,并论证种植目的在老龄化对化学农药减量行为影响上的调节作用。研究发现:老龄化显著阻碍了农户的化学农药减量,但以自给为主要种植目的的稻农更倾向于减少化学农药施用。进一步发现,种植目的能有效缓解老龄化对农户化学农药减量行为的负面影响。据此提出对老龄农户进行教育培训、引导培育年轻化新型农民群体、完善农产品市场监督体系、强化农民食品安全理念的对策建议。
中图分类号:
刘恩玲, 罗小锋, 杜三峡, 闫阿倩, 王祥礼. 老龄化、种植目的与稻农化学农药减量[J]. 浙江农业学报, 2022, 34(12): 2789-2799.
LIU Enling, LUO Xiaofeng, DU Sanxia, YAN Aqian, WANG Xiangli. Aging, planting purpose and rice farmers' chemical pesticide reduction[J]. Acta Agriculturae Zhejiangensis, 2022, 34(12): 2789-2799.
特征 Feature | 分类 Classification | 频数 Frequency | 比例 Proportion/% | 特征 Feature | 分类 Classification | 频数 Frequency | 比例 Proportion/% |
---|---|---|---|---|---|---|---|
受访者性别 | 男Male | 456 | 74.39 | 家庭农业年收入 | <1.00 | 200 | 32.63 |
Respondent's gender | 女Female | 157 | 25.61 | Family's annual | 1.00~1.99 | 143 | 23.33 |
受访者年龄 | <40 | 22 | 3.59 | agricultural income/ | 2.00~2.99 | 105 | 17.13 |
Respondent's age | 40~49 | 88 | 14.36 | (104yuan) | 3.00~3.99 | 59 | 9.62 |
50~59 | 241 | 39.31 | ≥4.00 | 106 | 17.29 | ||
60~69 | 202 | 32.95 | 水稻种植规模 | <0.33 | 169 | 27.57 | |
≥70 | 60 | 9.79 | Rice planting scale/hm2 | 0.33~0.66 | 142 | 23.16 | |
受访者文化程度 | 文盲Illiteracy | 59 | 9.62 | 0.67~1.00 | 115 | 18.76 | |
Respondent's | 小学Primary school | 255 | 41.60 | >1.00 | 187 | 30.51 | |
educational level | 初中Junior middle school | 214 | 34.91 | 每块耕地的面积 | <0.13 | 412 | 67.21 |
高中及以上 High school and above | 85 | 13.87 | Area of each arable land/hm2 | 0.13~0.26 | 150 | 24.47 | |
家庭农业劳动力 | ≤2 | 556 | 90.70 | 0.27~0.40 | 22 | 3.59 | |
人数Number of | 3~4 | 54 | 8.81 | 0.41~0.54 | 13 | 2.12 | |
labor engaged in | >4 | 3 | 0.49 | >0.54 | 16 | 2.61 | |
agriculture |
表1 样本农户的基本特征
Table 1 Basic characteristics of sample farmers
特征 Feature | 分类 Classification | 频数 Frequency | 比例 Proportion/% | 特征 Feature | 分类 Classification | 频数 Frequency | 比例 Proportion/% |
---|---|---|---|---|---|---|---|
受访者性别 | 男Male | 456 | 74.39 | 家庭农业年收入 | <1.00 | 200 | 32.63 |
Respondent's gender | 女Female | 157 | 25.61 | Family's annual | 1.00~1.99 | 143 | 23.33 |
受访者年龄 | <40 | 22 | 3.59 | agricultural income/ | 2.00~2.99 | 105 | 17.13 |
Respondent's age | 40~49 | 88 | 14.36 | (104yuan) | 3.00~3.99 | 59 | 9.62 |
50~59 | 241 | 39.31 | ≥4.00 | 106 | 17.29 | ||
60~69 | 202 | 32.95 | 水稻种植规模 | <0.33 | 169 | 27.57 | |
≥70 | 60 | 9.79 | Rice planting scale/hm2 | 0.33~0.66 | 142 | 23.16 | |
受访者文化程度 | 文盲Illiteracy | 59 | 9.62 | 0.67~1.00 | 115 | 18.76 | |
Respondent's | 小学Primary school | 255 | 41.60 | >1.00 | 187 | 30.51 | |
educational level | 初中Junior middle school | 214 | 34.91 | 每块耕地的面积 | <0.13 | 412 | 67.21 |
高中及以上 High school and above | 85 | 13.87 | Area of each arable land/hm2 | 0.13~0.26 | 150 | 24.47 | |
家庭农业劳动力 | ≤2 | 556 | 90.70 | 0.27~0.40 | 22 | 3.59 | |
人数Number of | 3~4 | 54 | 8.81 | 0.41~0.54 | 13 | 2.12 | |
labor engaged in | >4 | 3 | 0.49 | >0.54 | 16 | 2.61 | |
agriculture |
变量类别 Variable category | 变量名 Variable name | 变量符号 Variable symbol | 含义及赋值 Meaning and assignment | 平均值 Mean | 标准差 Standard deviation |
---|---|---|---|---|---|
因变量 Dependent variable | 化学农药减量 Chemical pesticide reduction | y | 2018年在单位面积耕地上投入的化学农药成本 Cost of chemical pesticides invested per unit area of arable land in 2018/(104yuan·hm-2) | 0.12 | 0.09 |
核心自变量 Core independent variable | 老龄化 Aging | x | 被访者实际年龄是否大于等于60岁:是=1;否=0 Whether the actual age of the respondent is greater than or equal to 60 years old: yes=1; no=0 | 0.43 | 0.50 |
调节变量 Regulatory variable | 种植目的 Planting purpose | m | 农户种植水稻的主要目的:自给=1;销售=0 The main purpose of rice plantation: self-sufficiency=1; sales=0 | 0.22 | 0.42 |
个体特征变量 Individual | 性别 Gender | c1 | 被访者的性别:男=1;女=0 Respondent's gender: male=1; female=0 | 0.74 | 0.44 |
characteristic variables | 健康水平 Health level | c2 | 被访者对自己身体状况的评价:非常不健康=1; 比较不健康=2;一般=3;比较健康=4;非常健康=5 Respondent's evaluation of personal physical condition: very unhealthy=1; relatively unhealthy=2; average=3; relatively healthy=4; very healthy=5 | 3.82 | 0.93 |
文化程度 Educational level | c3 | 被访者实际接受教育的年限 The actual years of respondent receiving education | 6.95 | 3.41 | |
认知态度 Cognitive attitude | c4 | 被访者就化学农药大量施用对人类健康影响的程度评价: 非常小=1;比较小=2;一般=3;比较大=4;非常大=5 Evaluation level of the respondent on the impact of mass application of chemical pesticide on human health: very small=1; relatively small=2; general=3; relatively large=4; very large=5 | 2.09 | 1.06 | |
家庭特征变量 Family | 耕地规模 Land scale | c5 | 水稻种植面积 Rice planting area/hm2 | 0.91 | 0.82 |
characteristics variables | 土壤质量 Soil quality | c6 | 种植水稻的土壤肥力:非常差=1;较差=2;一般=3; 比较好=4;非常好=5 Soil fertility of paddy field: very poor=1; poor=2; fair=3; relatively good=4; very good=5 | 3.30 | 0.89 |
家庭农业年收入 Family's annual agricultural income | c7 | 2018年家庭农业总收入 Total family farming income in 2018/(104yuan) | 2.03 | 1.93 | |
外部条件变量 External condition variables | 生产培训 Production training | c8 | 2018年被访者是否参与过农业生产技术培训: 是=1;否=0 Whether the respondent has participated in agricultural production technology training in 2018: yes=1; no=0 | 0.39 | 0.49 |
销售单价 Unit price | c9 | 稻谷销售的市场单价 Unit price of rice sales in market/(yuan·kg-1) | 2.27 | 0.27 | |
其他控制变量 Other control variable | 地区 Area | c10 | 所在地区是否为湖北省:是=1;否=0 Whether the region is Hubei Province: yes=1; no=0 | 0.71 | 0.45 |
表2 变量说明与描述性分析
Table 2 Variable description and descriptive analysis
变量类别 Variable category | 变量名 Variable name | 变量符号 Variable symbol | 含义及赋值 Meaning and assignment | 平均值 Mean | 标准差 Standard deviation |
---|---|---|---|---|---|
因变量 Dependent variable | 化学农药减量 Chemical pesticide reduction | y | 2018年在单位面积耕地上投入的化学农药成本 Cost of chemical pesticides invested per unit area of arable land in 2018/(104yuan·hm-2) | 0.12 | 0.09 |
核心自变量 Core independent variable | 老龄化 Aging | x | 被访者实际年龄是否大于等于60岁:是=1;否=0 Whether the actual age of the respondent is greater than or equal to 60 years old: yes=1; no=0 | 0.43 | 0.50 |
调节变量 Regulatory variable | 种植目的 Planting purpose | m | 农户种植水稻的主要目的:自给=1;销售=0 The main purpose of rice plantation: self-sufficiency=1; sales=0 | 0.22 | 0.42 |
个体特征变量 Individual | 性别 Gender | c1 | 被访者的性别:男=1;女=0 Respondent's gender: male=1; female=0 | 0.74 | 0.44 |
characteristic variables | 健康水平 Health level | c2 | 被访者对自己身体状况的评价:非常不健康=1; 比较不健康=2;一般=3;比较健康=4;非常健康=5 Respondent's evaluation of personal physical condition: very unhealthy=1; relatively unhealthy=2; average=3; relatively healthy=4; very healthy=5 | 3.82 | 0.93 |
文化程度 Educational level | c3 | 被访者实际接受教育的年限 The actual years of respondent receiving education | 6.95 | 3.41 | |
认知态度 Cognitive attitude | c4 | 被访者就化学农药大量施用对人类健康影响的程度评价: 非常小=1;比较小=2;一般=3;比较大=4;非常大=5 Evaluation level of the respondent on the impact of mass application of chemical pesticide on human health: very small=1; relatively small=2; general=3; relatively large=4; very large=5 | 2.09 | 1.06 | |
家庭特征变量 Family | 耕地规模 Land scale | c5 | 水稻种植面积 Rice planting area/hm2 | 0.91 | 0.82 |
characteristics variables | 土壤质量 Soil quality | c6 | 种植水稻的土壤肥力:非常差=1;较差=2;一般=3; 比较好=4;非常好=5 Soil fertility of paddy field: very poor=1; poor=2; fair=3; relatively good=4; very good=5 | 3.30 | 0.89 |
家庭农业年收入 Family's annual agricultural income | c7 | 2018年家庭农业总收入 Total family farming income in 2018/(104yuan) | 2.03 | 1.93 | |
外部条件变量 External condition variables | 生产培训 Production training | c8 | 2018年被访者是否参与过农业生产技术培训: 是=1;否=0 Whether the respondent has participated in agricultural production technology training in 2018: yes=1; no=0 | 0.39 | 0.49 |
销售单价 Unit price | c9 | 稻谷销售的市场单价 Unit price of rice sales in market/(yuan·kg-1) | 2.27 | 0.27 | |
其他控制变量 Other control variable | 地区 Area | c10 | 所在地区是否为湖北省:是=1;否=0 Whether the region is Hubei Province: yes=1; no=0 | 0.71 | 0.45 |
变量 Variables | 基准回归Benchmark regression | 调节效应检验Moderating effect test | ||
---|---|---|---|---|
回归1 Regression 1 | 回归2 Regression 2 | 回归3 Regression 3 | 回归4 Regression 4 | |
x | 0.020***(0.007) | 0.023***(0.007) | 0.014*(0.008) | 0.022**(0.008) |
m | — | -0.056***(0.010) | -0.058***(0.009) | -0.042***(0.014) |
xm | — | — | — | -0.035*(0.018) |
c1 | — | — | 0.018**(0.009) | 0.018*(0.009) |
c2 | — | — | -0.002(0.004) | -0.003(0.004) |
c3 | — | — | -0.003**(0.001) | -0.003**(0.001) |
c4 | — | — | -0.007**(0.003) | -0.007**(0.003) |
c5 | — | — | -0.010(0.006) | -0.010(0.006) |
c6 | — | — | -0.001(0.004) | -0.001(0.004) |
c7 | — | — | 0.001(0.003) | 0.001(0.003) |
c8 | — | — | 0.010(0.008) | 0.010(0.008) |
c9 | — | — | -0.002(0.014) | -0.002(0.014) |
c10 | — | — | -0.006(0.008) | -0.006(0.008) |
R2 | 0.011 | 0.073 | 0.098 | 0.104 |
表3 模型回归结果
Table 3 Regression results of test model
变量 Variables | 基准回归Benchmark regression | 调节效应检验Moderating effect test | ||
---|---|---|---|---|
回归1 Regression 1 | 回归2 Regression 2 | 回归3 Regression 3 | 回归4 Regression 4 | |
x | 0.020***(0.007) | 0.023***(0.007) | 0.014*(0.008) | 0.022**(0.008) |
m | — | -0.056***(0.010) | -0.058***(0.009) | -0.042***(0.014) |
xm | — | — | — | -0.035*(0.018) |
c1 | — | — | 0.018**(0.009) | 0.018*(0.009) |
c2 | — | — | -0.002(0.004) | -0.003(0.004) |
c3 | — | — | -0.003**(0.001) | -0.003**(0.001) |
c4 | — | — | -0.007**(0.003) | -0.007**(0.003) |
c5 | — | — | -0.010(0.006) | -0.010(0.006) |
c6 | — | — | -0.001(0.004) | -0.001(0.004) |
c7 | — | — | 0.001(0.003) | 0.001(0.003) |
c8 | — | — | 0.010(0.008) | 0.010(0.008) |
c9 | — | — | -0.002(0.014) | -0.002(0.014) |
c10 | — | — | -0.006(0.008) | -0.006(0.008) |
R2 | 0.011 | 0.073 | 0.098 | 0.104 |
变量 Variables | 回归5 Regression 5 | 回归6 Regression 6 |
---|---|---|
x | 0.015*(0.008) | — |
年龄Age | — | 0.001**(0.001) |
m | -0.048***(0.009) | -0.058***(0.010) |
R2 | 0.081 | 0.101 |
表4 稳健性检验结果
Table 4 Robustness test results
变量 Variables | 回归5 Regression 5 | 回归6 Regression 6 |
---|---|---|
x | 0.015*(0.008) | — |
年龄Age | — | 0.001**(0.001) |
m | -0.048***(0.009) | -0.058***(0.010) |
R2 | 0.081 | 0.101 |
[1] | 米建伟, 黄季焜, 陈瑞剑, 等. 风险规避与中国棉农的农药施用行为[J]. 中国农村经济, 2012(7): 60-71. |
MI J W, HUANG J K, CHEN R J, et al. Risk evasion and pesticide application behavior of Chinese cotton farmers[J]. Chinese Rural Economy, 2012(7): 60-71. (in Chinese) | |
[2] | 黄季焜, 齐亮, 陈瑞剑. 技术信息知识、风险偏好与农民施用农药[J]. 管理世界, 2008(5): 71-76. |
HUANG J K, QI L, CHEN R J. Technical information knowledge, risk appetite and pesticide application of farmers[J]. Management World, 2008(5): 71-76. (in Chinese) | |
[3] | 赵秋倩, 夏显力. 社会规范何以影响农户农药减量化施用: 基于道德责任感中介效应与社会经济地位差异的调节效应分析[J]. 农业技术经济, 2020(10): 61-73. |
ZHAO Q Q, XIA X L. How does social norms affect the reduction of pesticide application by farmers?: analysis of the regulating effect of the difference between the mediating effect of moral responsibility and social economic status[J]. Journal of Agrotechnical Economics, 2020(10): 61-73. (in Chinese with English abstract) | |
[4] | 田云, 张俊飚, 何可, 等. 农户农业低碳生产行为及其影响因素分析: 以化肥施用和农药使用为例[J]. 中国农村观察, 2015(4): 61-70. |
TIAN Y, ZHANG J B, HE K, et al. Analysis on low-carbon production behavior of farm households and its influencing factors: taking fertilizer and pesticide application as an example[J]. China Rural Survey, 2015(4): 61-70. (in Chinese) | |
[5] | PETER N, MILDRED N, ALEX M, et al. Pesticides use in pest management: a case study of Ewaso Narok wetland small-scale vegetable farmers, Laikipia County, Kenya[J]. Journal of Agriculture and Ecology Research International, 2018, 14(2): 1-8. |
[6] | 王建华, 马玉婷, 刘茁, 等. 农业生产者农药施用行为选择逻辑及其影响因素[J]. 中国人口·资源与环境, 2015, 25(8): 153-161. |
WANG J H, MA Y T, LIU Z, et al. Behavior choice logic and influencing factors of agricultural producers' pesticide application[J]. China Population, Resources and Environment, 2015, 25(8): 153-161. (in Chinese with English abstract) | |
[7] | 朱淀, 孔霞, 顾建平. 农户过量施用农药的非理性均衡: 来自中国苏南地区农户的证据[J]. 中国农村经济, 2014(8): 17-29. |
ZHU D, KONG X, GU J P. Irrational equilibrium of farmers' excessive application of pesticides: evidence from farmers in southern Jiangsu, China[J]. Chinese Rural Economy, 2014(8): 17-29. (in Chinese) | |
[8] | 王常伟, 顾海英. 市场VS政府, 什么力量影响了我国菜农农药用量的选择?[J]. 管理世界, 2013(11): 50-66. |
WANG C W, GU H Y. The market vs.the government: what forces affect the selection of amount of pesticide used by China's vegetable grower?[J]. Management World, 2013(11): 50-66. (in Chinese with English abstract) | |
[9] | 朱淀, 张秀玲, 牛亮云. 蔬菜种植农户施用生物农药意愿研究[J]. 中国人口·资源与环境, 2014, 24(4): 64-70. |
ZHU D, ZHANG X L, NIU L Y. Vegetable farmers' willingness to adopt biopesticides[J]. China Population, Resources and Environment, 2014, 24(4): 64-70. (in Chinese with English abstract) | |
[10] | 高晶晶, 史清华. 农户生产性特征对农药施用的影响:机制与证据[J]. 中国农村经济, 2019(11): 83-99. |
GAO J J, SHI Q H. The impacts of rural households' productive characteristics on pesticide application: mechanism and evidence[J]. Chinese Rural Economy, 2019(11): 83-99. (in Chinese with English abstract) | |
[11] |
GENSITS B. Determinants of risk-dependent agricultural field behaviours in Bhutan[J]. International Journal of Agricultural Economics, 2019, 4(3): 109.
DOI URL |
[12] | 姜健, 周静, 孙若愚. 菜农过量施用农药行为分析: 以辽宁省蔬菜种植户为例[J]. 农业技术经济, 2017(11): 16-25. |
JIANG J, ZHOU J, SUN R Y. Analysis of vegetable farmers' over-application of pesticides: a case study of vegetable farmers in Liaoning Province[J]. Journal of Agrotechnical Economics, 2017(11): 16-25. (in Chinese) | |
[13] |
余威震, 罗小锋, 唐林, 等. 土地细碎化视角下种粮目的对稻农生物农药施用行为的影响[J]. 资源科学, 2019, 41(12): 2193-2204.
DOI |
YU W Z, LUO X F, TANG L, et al. Impact of grain growing objectives on the application of bio-pesticides of rice farmers from the perspective of land fragmentation[J]. Resources Science, 2019, 41(12): 2193-2204. (in Chinese with English abstract)
DOI |
|
[14] | 蔡荣, 韩洪云. 农民专业合作社对农户农药施用的影响及作用机制分析: 基于山东省苹果种植户的调查数据[J]. 中国农业大学学报, 2012, 17(5): 196-202. |
CAI R, HAN H Y. Impact of cooperative on farmers' pesticide application behavior and its influence mechanism: an empirical analysis based on the survey data of apple growers in Shandong Province[J]. Journal of China Agricultural University, 2012, 17(5): 196-202. (in Chinese with English abstract) | |
[15] | 李昊, 李世平, 南灵. 农药施用技术培训减少农药过量施用了吗?[J]. 中国农村经济, 2017(10): 80-96. |
LI H, LI S P, NAN L. Can technical training reduce pesticide overuse?[J]. Chinese Rural Economy, 2017(10): 80-96. (in Chinese with English abstract) | |
[16] |
KOJU P, SHAKYA P R, SHRESTHA A, et al. Pilot educational intervention to promote safe pesticide use practices among farmworkers in Nepal[J]. Annals of Work Exposures and Health, 2020, 64(8): 866-875.
DOI PMID |
[17] | 沈昱雯, 罗小锋, 余威震. 激励与约束如何影响农户生物农药施用行为: 兼论约束措施的调节作用[J]. 长江流域资源与环境, 2020, 29(4): 1040-1050. |
SHEN Y W, LUO X F, YU W Z. How incentives and constraints affect farmers' biological pesticide application behavior: concurrently discussing the regulating effect of restraint measures[J]. Resources and Environment in the Yangtze Basin, 2020, 29(4): 1040-1050. (in Chinese with English abstract) | |
[18] | 黄炎忠, 罗小锋, 唐林, 等. 市场信任对农户生物农药施用行为的影响: 基于制度环境的调节效应分析[J]. 长江流域资源与环境, 2020, 29(11): 2488-2497. |
HUANG Y Z, LUO X F, TANG L, et al. Influence of market trust on farmers' application behavior of biological pesticides: regulatory effect analysis based on institutional environment[J]. Resources and Environment in the Yangtze Basin, 2020, 29(11): 2488-2497. (in Chinese with English abstract) | |
[19] |
张童朝, 颜廷武, 仇童伟. 年龄对农民跨期绿色农业技术采纳的影响[J]. 资源科学, 2020, 42(6): 1123-1134.
DOI |
ZHANG T C, YAN T W, QIU T W. Effects of age on farmers' adoption of intertemporal green agricultural technology[J]. Resources Science, 2020, 42(6): 1123-1134. (in Chinese with English abstract) | |
[20] |
KHAN M, DAMALAS C A. Factors preventing the adoption of alternatives to chemical pest control among Pakistani cotton farmers[J]. International Journal of Pest Management, 2015, 61(1): 9-16.
DOI URL |
[21] | 胡雪枝, 钟甫宁. 农村人口老龄化对粮食生产的影响: 基于农村固定观察点数据的分析[J]. 中国农村经济, 2012(7): 29-39. |
HU X Z, ZHONG F N. Impact of rural population aging on food production: based on the analysis of rural fixed observation point data[J]. Chinese Rural Economy, 2012(7): 29-39. (in Chinese) | |
[22] | 黄祖辉, 钟颖琦, 王晓莉. 不同政策对农户农药施用行为的影响[J]. 中国人口·资源与环境, 2016, 26(8): 148-155. |
HUANG Z H, ZHONG Y Q, WANG X L. Study on the impacts of government policy on farmers' pesticide application behavior[J]. China Population, Resources and Environment, 2016, 26(8): 148-155. (in Chinese with English abstract) | |
[23] | 黄炎忠, 罗小锋. 既吃又卖: 稻农的生物农药施用行为差异分析[J]. 中国农村经济, 2018(7): 63-78. |
HUANG Y Z, LUO X F. “Both to eat and sell”: an analysis of biological pesticides application behaviors of different rice farmers[J]. Chinese Rural Economy, 2018(7): 63-78. (in Chinese with English abstract) | |
[24] | 李昊, 李世平, 南灵, 等. 农户农药施用行为及其影响因素: 来自鲁、晋、陕、甘四省693份经济作物种植户的经验证据[J]. 干旱区资源与环境, 2018, 32(2): 161-168. |
LI H, LI S P, NAN L, et al. Behavior of economic crop growers' pesticide application and the influencing factors[J]. Journal of Arid Land Resources and Environment, 2018, 32(2): 161-168. (in Chinese with English abstract) | |
[25] | 袁斌, 陈超. 劳动成本上升背景下农户农药施用行为差异研究: 基于精细管理技术的中介效应[J]. 长江流域资源与环境, 2020, 29(7): 1653-1662. |
YUAN B, CHEN C. Study on the difference of pesticide application behavior farmers under the background of rising labor cost: based on the mediating of fine management technology[J]. Resources and Environment in the Yangtze Basin, 2020, 29(7): 1653-1662. (in Chinese with English abstract) | |
[26] | 杨志海. 老龄化、社会网络与农户绿色生产技术采纳行为: 来自长江流域六省农户数据的验证[J]. 中国农村观察, 2018(4): 44-58. |
YANG Z H. Ageing, social network and the adoption of green production technology: evidence from farm households in six provinces in the Yangtze River Basin[J]. China Rural Survey, 2018(4): 44-58. (in Chinese with English abstract) | |
[27] | 彭柳林, 池泽新, 付江凡, 等. 劳动力老龄化背景下农机作业服务与农业科技培训对粮食生产的调节效应研究: 基于江西省的微观调查数据[J]. 农业技术经济, 2019(9): 91-104. |
PENG L L, CHI Z X, FU J F, et al. Regulation effect of agricultural machinery operational services and agricultural science and technology training on grain production under the background of aging labor force: based on the micro-survey data of Jiangxi Province[J]. Journal of Agrotechnical Economics, 2019(9): 91-104. (in Chinese with English abstract) | |
[28] |
BINSWANGER H P. Attitudes toward risk: experimental measurement in rural India[J]. American Journal of Agricultural Economics, 1980, 62(3): 395-407.
DOI URL |
[29] | 刘莹, 黄季焜. 农户多目标种植决策模型与目标权重的估计[J]. 经济研究, 2010, 45(1): 148-157. |
LIU Y, HUANG J K. A multi-objective decision model of farmers' crop production[J]. Economic Research Journal, 2010, 45(1): 148-157. (in Chinese with English abstract) | |
[30] | 傅新红, 宋汶庭. 农户生物农药购买意愿及购买行为的影响因素分析: 以四川省为例[J]. 农业技术经济, 2010(6): 120-128. |
FU X H, SONG W T. Analysis on factors affecting purchase intention and behavior of farmers toward biological pesticide: taking Sichuan Province as an example[J]. Journal of Agrotechnical Economics, 2010(6): 120-128. (in Chinese) | |
[31] | 林善浪, 李龙新, 林玉妹, 等. 人力资本对农户兼业行为的影响研究: 基于山东省临沂10个村的问卷调查[J]. 农村经济, 2012(9): 113-117. |
LIN S L, LI L X, LIN Y M, et al. Research on the impact of human capital on farmers' part-time work: based on a questionnaire survey of 10 villages in Linyi, Shandong Province[J]. Rural Economy, 2012(9): 113-117. (in Chinese) | |
[32] | 吕新业, 李丹, 周宏. 农产品质量安全刍议: 农户兼业与农药施用行为: 来自湘赣苏三省的经验证据[J]. 中国农业大学学报(社会科学版), 2018, 35(4): 69-78. |
LYU X Y, LI D, ZHOU H. Discussion on quality and safety of agricultural products: concurrent business and pesticide application behavior: evidence from Hunan, Jiangxi and Jiangsu provinces[J]. China Agricultural University Journal of Social Sciences Edition, 2018, 35(4): 69-78. (in Chinese with English abstract) | |
[33] |
ZILKER V, HERTWIG R, PACHUR T. Age differences in risk attitude are shaped by option complexity[J]. Journal of Experimental Psychology General, 2020, 149(9): 1644-1683.
DOI URL |
[34] | 邹伟, 崔益邻, 周佳宁. 农地流转的化肥减量效应: 基于地权流动性与稳定性的分析[J]. 中国土地科学, 2020, 34(9): 48-57. |
ZOU W, CUI Y L, ZHOU J N. The impact of farmland transfer on farmers' fertilizer reduction: an analysis of transferability and security of land rights[J]. China Land Science, 2020, 34(9): 48-57. (in Chinese with English abstract) | |
[35] | 李谷成, 郭伦, 周晓时. 劳动力老龄化对农户作物新品种技术采纳行为的影响研究: 以油菜新品种技术为例[J]. 农林经济管理学报, 2018, 17(6): 641-649. |
LI G C, GUO L, ZHOU X S. Impact of labor force aging on farmers' adoption behavior of new variety technology: from the perspective of rape of new variety[J]. Journal of Agro-Forestry Economics and Management, 2018, 17(6): 641-649. (in Chinese with English abstract) | |
[36] | 罗小锋, 杜三峡, 黄炎忠, 等. 种植规模、市场规制与稻农生物农药施用行为[J]. 农业技术经济, 2020(6): 71-80. |
LUO X F, DU S X, HUANG Y Z, et al. Planting scale, market regulation and rice farmers' biological pesticide application behavior[J]. Journal of Agrotechnical Economics, 2020(6): 71-80. (in Chinese with English abstract) | |
[37] | 方杰, 温忠麟, 梁东梅, 等. 基于多元回归的调节效应分析[J]. 心理科学, 2015, 38(3): 715-720. |
FANG J, WEN Z L, LIANG D M, et al. Moderation effect analyses based on multiple linear regression[J]. Journal of Psychological Science, 2015, 38(3): 715-720. (in Chinese with English abstract) | |
[38] | 邢美华, 张俊飚, 黄光体. 未参与循环农业农户的环保认知及其影响因素分析: 基于晋、鄂两省的调查[J]. 中国农村经济, 2009(4): 72-79. |
XING M H, ZHANG J B, HUANG G T. Environmental awareness of farmers not participated in circular agriculture and its influencing factors: a case of Shanxi and Hubei Province[J]. Chinese Rural Economy, 2009(4): 72-79. (in Chinese) | |
[39] | 熊鹰, 何鹏. 绿色防控技术采纳行为的影响因素和生产绩效研究: 基于四川省水稻种植户调查数据的实证分析[J]. 中国生态农业学报(中英文), 2020, 28(1): 136-146. |
XIONG Y, HE P. Impact factors and production performance of adoption of green control technology: an empirical analysis based on the survey data of rice farmers in Sichuan Province[J]. Chinese Journal of Eco-Agriculture, 2020, 28(1): 136-146. (in Chinese with English abstract) |
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