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小农户衔接生态农业产业链的偏好与异质性研究

尚杰 刘爽 陈玺名

尚杰, 刘爽, 陈玺名. 小农户衔接生态农业产业链的偏好与异质性研究−基于选择实验法的实证分析[J]. 中国生态农业学报(中英文), 2021, 29(12): 2126−2138 doi: 10.12357/cjea.20210290
引用本文: 尚杰, 刘爽, 陈玺名. 小农户衔接生态农业产业链的偏好与异质性研究−基于选择实验法的实证分析[J]. 中国生态农业学报(中英文), 2021, 29(12): 2126−2138 doi: 10.12357/cjea.20210290
SHANG J, LIU S, CHEN X M. Linkage preference and heterogeneity of small farmers and the eco-agricultural industry chain: Based on the choice experiment method[J]. Chinese Journal of Eco-Agriculture, 2021, 29(12): 2126−2138 doi: 10.12357/cjea.20210290
Citation: SHANG J, LIU S, CHEN X M. Linkage preference and heterogeneity of small farmers and the eco-agricultural industry chain: Based on the choice experiment method[J]. Chinese Journal of Eco-Agriculture, 2021, 29(12): 2126−2138 doi: 10.12357/cjea.20210290

小农户衔接生态农业产业链的偏好与异质性研究基于选择实验法的实证分析

doi: 10.12357/cjea.20210290
基金项目: 国家社会科学基金后期资助项目(20FGLB059)资助
详细信息
    作者简介:

    尚杰, 研究方向为生态农业经济研究。E-mail: 13576274061@163.com

    通讯作者:

    刘爽, 研究方向为生态农业经济研究。E-mail: 2521900433@qq.com

  • 中图分类号: F323.7

Linkage preference and heterogeneity of small farmers and the eco-agricultural industry chain: Based on the choice experiment method

Funds: The study was supported by the National Social Science Foundation of China (20FGLB059)
More Information
  • 摘要: 小农户与生态农业产业链衔接是小农户与现代农业发展有机衔接的重要途径, 对小农户富裕及生态农业发展有着重要意义, 然而现有研究针对性不足制约了相关实践的开展。本研究立足于小农户主体意愿, 在对相关理论进行分析的基础上, 应用随机参数Logit模型就小农户与生态农业产业链衔接偏好及其异质性来源进行深入分析。相对现有研究, 本研究在概念、研究视角、研究方法方面进行了拓展, 可为小农户发展生态农业相关政策设计提供参考和支持。研究表明, 小农户与生态农业产业链衔接存在偏好。1)小农户更愿意通过“小农户+龙头企业”路径及“小农户+电商平台”路径与生态农业产业链衔接, 其系数分别为4.60及2.10; 2)相对于股份合作, 小农户对于合约协作以及务工参与等利益联结机制有着显著偏好, 其系数分别为7.47及5.41; 3)小农户对于产业链服务的偏好依次为农资供应服务、农业生产技术指导服务、资金信贷服务、加工及物流服务, 系数分别为3.96、2.94、1.82和1.49; 4)小农户在政策扶持上更偏好农业补贴, 系数为2.10; 5)小农户与生态农业产业链衔接偏好存在异质性, 小农户年龄及其生态农产品种植面积对衔接效用具有正向影响, 小农户受教育水平在一定程度上制约了衔接效用的发挥。在此基础上, 进一步从路径建设、机制设计、服务体系、资金需求等方面提出了建议。
  • 表  1  小农户与生态农业产业链衔接选择属性及水平设置

    Table  1.   Selection of attributes and level setting of small farmers and ecological agricultural industrial chain connection

    属性 Attribute水平 Level
    衔接路径
    Linkage path
    小农户+合作社
    Small farmers + cooperative
    小农户+龙头企业
    Small farmers + leading enterprises
    小农户+电商平台
    Small farmers + e-commerce platform
    利益联结机制
    Interest linkage mechanism
    随行就市
    Line with market
    合约协作
    Contract collaboration
    务工参与
    Migrant work participation
    股份合作
    Joint stock partnership
    提供服务类型
    Provide service type
    资金信贷服务
    Capital and credit services
    农资供应服务
    Agricultural materials supply services
    农业生产技术指导服务
    Agricultural production technical guidance services
    加工及物流服务
    Processing and logistics services
    市场信息服务
    Market information services
    政策扶持类型
    Type of policy support
    农业补贴
    Agricultural subsidies
    政策性金融支持
    Policy-based financial support
    下载: 导出CSV

    表  2  小农户与生态农业产业链衔接选择集示例

    Table  2.   Selection set examples of small farmers and ecological agriculture industrial chain connection

    参与方式一
    Participation mode 1
    参与方式二
    Participation mode 2
    参与方式三
    Participation mode 3
    衔接路径
    Linkage path
    小农户+电商平台
    Small farmers + e-commerce platform
    小农户+电商平台
    Small farmers + e-commerce platform
    两种方式都不选
    Neither way is chosen
    利益联结机制
    Interest linkage mechanism
    务工参与
    Migrant work participation
    随行就市
    Line with market
    提供服务类型
    Provide service type
    农业生产技术指导服务
    Agricultural technical guidance services
    农业生产技术指导服务
    Agricultural technical guidance services
    政策扶持类型
    Type of policy support
    农业补贴
    Agricultural subsidies
    政策性金融支持
    Policy-based financial support
    您的选择($\checkmark$)
    Your choice ($\checkmark$)
    ( )( )( )
    下载: 导出CSV

    表  3  小农户与生态农业产业链衔接选择变量说明

    Table  3.   Description of the selection variables of small farmers and ecological agricultural industrial chain

    变量名称
    Variable
    变量符号 Variable symbol变量定义与赋值
    Variable definition and assignment
    小农户+龙头企业
    Small farmers + leading enterprises
    FL 当受访者选择FL时, 衔接路径赋值为: FP=0; FL=1
    When respondents selected FL, the linkage path was assigned: FP=0; FL=1
    小农户+电子平台
    Small farmers + e-commerce platform
    FP 当受访者选择FP时, 衔接路径赋值为: FP=1; FL=0
    When respondents selected FP, the linkage path was assigned: FP=1; FL=0
    小农户+合作社
    Small farmers + cooperative
    FC 当受访者选择FC时, 衔接路径赋值为: FP=0; FL=0
    When respondents selected FC, the linkage path was assigned: FP=0; FL=0
    随行就市
    Line with market
    LMR 当受访者选择LMR时, 利益联结机制赋值为: LMR=1; OC=0; LP=0
    When respondents selected LMR, the interest linkage mechanism was assigned: LMR=1; OC=0; LP=0
    合约协作
    Contract collaboration
    OC 当受访者选择OC时, 利益联结机制赋值为: LMR=0; OC=1; LP=0
    When respondents selected OC, the interest linkage mechanism was assigned: LMR=0; OC=1; LP=0
    务工参与
    Migrant work participation
    LP 当受访者选择LP时, 利益联结机制赋值为: LMR=0; OC=0; LP=1
    When respondents selected LP, the interest linkage mechanism was assigned: LMR=0; OC=0; LP=1
    股份合作
    Joint stock partnership
    JS 当受访者选择JS时, 利益联结机制赋值为: LMR=0; OC=0; LP=0
    When respondents selected JS, the interest linkage mechanism was assigned: LMR=0; OC=0; LP=0
    资金信贷服务
    Capital and credit services
    FDS 当受访者选择FDS时, 提供服务类型赋值为: FDS=1; ASS=0; TGS=0; PLS=0
    When respondents selected FDS, the provided service type assignment was assigned: FDS=1; ASS=0; TGS=0; PLS=0
    农资供应服务
    Agricultural material supply services
    ASS 当受访者选择ASS时, 提供服务类型赋值为: FDS=0; ASS=1; TGS=0; PLS=0
    When respondents selected ASS, the provided service type assignment was assigned: FDS=0; ASS=1; TGS=0; PLS=0
    农业生产技术指导服务
    Agricultural technical guidance services
    TGS 当受访者选择TGS时, 提供服务类型赋值为: FDS=0; ASS=0; TGS=1; PLS=0
    When respondents selected TGS, the provided service type assignment was assigned: FDS=0; ASS=0; TGS=1; PLS=0
    加工及物流服务
    Processing and logistics services
    PLS 当受访者选择PLS时, 提供服务类型赋值为: FDS=0; ASS=0; TGS=0; PLS=1
    When respondents selected PLS, the provided service type assignment was assigned: FDS=0; ASS=0; TGS=0; PLS=1
    市场信息服务
    Market information services
    MIS 当受访者选择MIS时, 提供服务类型赋值为: FDS=0; ASS=0; TGS=0; PLS=0
    When respondents selected MIS, the provided service type assignment was assigned: FDS=0; ASS=0; TGS=0; PLS=0
    农业补贴
    Agricultural subsidies
    AS 当受访者选择AS时, 政策扶持类型赋值为: AS=1
    When respondents selected AS, the type of policy support was assigned: AS=1
    政策性金融支持
    Policy-based financial support
    PFS 当受访者选择PFS时, 政策扶持类型赋值为: AS=0
    When respondents selected PFS, the type of policy support was assigned: AS=0
    性别 Gender SEX 男=0; 女=1
    Male=0; female=1
    年龄 Age AGE ≤18=1; 19~30=2; 31~45=3; 46~60=4; >60=5
    受教育水平
    Level of education
    ED 小学及以下=1; 初中=2; 高中及中专=3; 大专=4; 本科及以上=5
    Primary and below=1; junior middle school=2; high school and secondary school=3; junior college=4; undergraduate and above=5
    兼业情况
    Part-time work
    PT 以其他业务为主以农业为辅=1; 其他业务及农业并重=2
    农业为主其他业务为辅=3; 全职农户=4
    Non-agricultural work as the primary business, with agriculture as the secondary business=1; other business and agriculture with equal importance=2; agriculture is the primary business and non-agricultural work is the secondary business=3; full-time farmer=4
    从事生态农业时间
    Time to engage in ecological agriculture
    TIME 1年及以下=1; 1~5年=2; 6~10年=3; 11~15年=4; >15年=5
    one year and below=1; 1−5 years=2; 6−10 years=3; 11−15 years=4; >15 years=5
    生态农产品种植面积
    Ecological agricultural products planting area
    AREA ≤0.335 hm2=1; 0.335~0.670 hm2=2; 0.670~1.005 hm2=3; 1.005~1.34 hm2=4;
    >1.34 hm2=5
    与合作社合作经验
    Cooperation experience with cooperatives
    FCE 没有=0; 有=1
    No=0; yes=1
    与龙头企业合作经验
    Working experience with leading enterprises
    FLE 没有=0; 有=1
    No=0; yes=1
    与电商平台合作经验
    Experience with e-commerce platforms
    FPE 没有=0; 有=1
    No =0; yes =1
    下载: 导出CSV

    表  4  受访者样本基本特征

    Table  4.   Basic characteristics of samples

    调查内容
    Investigation content
    选项
    Option
    频数
    Frequency
    频率
    Rate (%)
    调查内容
    Investigation content
    选项
    Option
    频数
    Frequency
    频率
    Rate (%)
    性别 Gender男 Male50485.71从事生态农业时间
    Time to engage in ecological agriculture (a)
    <1162.72
    女 Female8414.291~510918.54
    年龄
    Age
    ≤18
    00.006~1037964.46
    18~30
    6811.5611~158213.95
    31~4526745.41>1520.34
    46~60
    15225.85生态农产品种植面积
    Ecological agricultural products planting area (hm2)
    <0.33581.36
    >60
    10117.180.335~0.67023239.46
    受教育水平
    Level of education
    小学及以下
    Primary and below
    16928.740.670~1.00532254.76
    初中
    Junior middle school
    39066.331.005~1.340213.57
    高中及中专
    High school and secondary school
    183.06>1.340
    50.85
    大专
    Junior college
    81.36与合作社合作经验
    Cooperation experience with cooperatives
    有 Yes32354.93
    本科及以上
    Undergraduate and above
    30.51没有 No26545.07
    兼业情况
    Part-time
    以其他业务为主以农业为辅
    Non-agricultural work as the primary business, with agriculture as the secondary business
    61.02与龙头企业合作经验
    Working experience with leading enterprises
    有 Yes16728.40
    其他业务及农业并重
    Other business and agriculture pay equal importance
    17329.42没有 No42171.60
    农业为主其他业务为辅
    Agriculture is the primary business and non-agricultural work is the secondary business
    26144.39与电商平台合作经验
    Experience with e-commerce platforms
    有 Yes11219.05
    全职农户
    Full-time farmers
    14825.17没有 No47680.95
    下载: 导出CSV

    表  5  受访小农户与生态农业产业链衔接偏好分析

    Table  5.   Analysis on linkage preference of small farmers and eco-agricultural industry chain

    变量
    Variable
    均值 Mean value标准差 Standard deviation
    估计系数
    Estimated coefficient
    标准误差
    Standard error
    估计系数
    Estimated coefficient
    标准误差
    Standard error
    小农户+电商平台 Small farmers + e-commerce platform2.10*1.13
    随行就市 Line with market0.900.83
    合约协作 Contract collaboration5.41***1.85
    资金信贷服务 Capital and credit services1.82**0.77
    农资供应服务 Agricultural material supply services3.96***1.19
    农业生产技术指导服务 Agricultural technical guidance services2.94**1.31
    农业补贴 Agricultural subsidies2.10***0.64
    小农户+龙头企业 Small farmers + leading enterprises4.60**1.815.83***1.70
    务工参与 Migrant work participation7.47***2.612.66***1.03
    加工及物流服务 Processing and logistics services1.49***1.054.93***1.68
    Log likelihood−300.86
    LR chi2(3) 24.23
    Prob > chi2 0.00
      *、**和***分别表示在P<10%、P<5%和P<1%的水平显著。衔接路径偏好估计中, “小农户+合作社”是参照; 利益联结机制偏好估计中, 股份合作是参照; 产业链服务偏好估计中市场信息服务是参照。*, ** and *** indicate significant at the levels of P<10%, P<5% and P<1%, respectively. The “small farmers + cooperative” is the reference in the convergence path preference estimation; the “joint stock partnership” is the reference in the benefit connection mechanism preference estimation; and the “market information services” is the reference in the industry chain service preference estimation.
    下载: 导出CSV

    表  6  小农户与生态农业产业链衔接偏好异质性分析

    Table  6.   Analysis of the linkage preference heterogeneity between small farmers and ecological agriculture industrial chain

    变量
    Variable
    模型1
    Model 1
    模型2
    Model 2
    模型3
    Model 3
    模型4
    Model 4
    模型5
    Model 5
    系数
    Coefficient
    误差
    Error
    系数
    coefficient
    误差
    Error
    系数
    Coefficient
    误差
    Error
    系数
    Coefficient
    误差
    Error
    系数
    Coefficient
    误差
    Error
    小农户+电商平台
    Small farmers + e-commerce platform
    2.14* 1.21 2.08* 1.16 2.07* 1.13 2.15* 1.15 2.14* 1.20
    随行就市 Line with market 1.04 0.91 −4.40* 2.30 1.14 1.82 0.95 2.04 −2.65 2.02
    合约协作 Contract collaboration 5.03*** 1.78 5.52*** 1.97 5.34*** 1.86 5.60*** 1.91 5.59*** 1.98
    资金信贷服务 Capital and credit services 1.61** 0.76 1.93** 0.83 1.81** 0.77 1.90** 0.78 1.92** 0.83
    农资供应服务 Agricultural material supply services 3.82*** 1.18 4.19*** 1.29 3.91*** 1.19 4.04*** 1.23 4.18*** 1.30
    农业生产技术指导服务
    Agricultural technical guidance services
    2.77** 1.27 3.01** 1.37 2.89** 1.31 3.04** 1.34 3.11** 1.38
    农业补贴 Agricultural subsidies 2.03*** 0.63 2.18*** 0.67 2.07*** 0.63 2.14*** 0.65 2.18*** 0.68
    小农户+龙头企业
    Small farmers + leading enterprises
    4.36** 1.79 4.65** 1.89 4.56** 1.82 4.79** 1.89 4.83** 1.95
    务工参与 Migrant work participation 7.24*** 2.56 6.86** 3.12 9.78*** 3.48 5.03* 2.85 2.99 3.01
    加工及物流服务
    Processing and logistics services
    0.96 1.12 2.03 2.54 1.93 1.97 0.95 2.42 0.74 2.61
    “小农户+龙头企业”$ \times $性别
    “Small farmers + leading enterprises” $ \times $ gender
    −0.62 1.42
    务工参与$ \times $性别
    Migrant work participation $ \times $ gender
    −1.89 1.36
    加工及物流服务$ \times $性别
    Processing and logistics services $ \times $ gender
    1.67 2.08
    “小农户+龙头企业”$ \times $年龄
    “Small farmers + leading enterprises” $ \times $ age
    1.70** 0.73
    务工参与$ \times $年龄
    Migrant work participation $ \times $ age
    2.82 1.11
    加工及物流服务$ \times $年龄
    Processing and logistics services $ \times $ age
    4.98 1.69
    “小农户+龙头企业”$ \times \mathrm{受} $教育水平
    “Small farmers + leading enterprises” $ \times $ education level
    −0.16 0.97
    务工参与$ \times \mathrm{受} $教育水平
    Migrant work participation $ \times $ level of education
    −1.31* 0.81
    加工及物流服务$ \times \mathrm{受} $教育水平
    Processing and logistics services $ \times $ level of education
    −0.26 0.93
    “小农户+龙头企业”$ \times $兼业情况
    “Small farmers + leading enterprises” $ \times $ part-time work
    −0.02 0.60
    务工参与$ \times $兼业情况
    Labour participation $ \times $ part-time work
    0.92 0.74
    加工及物流服务$ \times $兼业情况
    Processing and logistics services $ \times $ part-time work
    0.21 0.77
    “小农户+龙头企业”$ \times $生态农产品种植面积
    “Small farmers + leading enterprises” $ \times $ ecological agricultural products planting area
    1.36* 0.74
    务工参与$ \times $生态农产品种植面积
    Migrant work participation $ \times $ ecological agricultural products planting area
    1.84* 0.98
    加工及物流服务$ \times $生态农产品种植面积
    Processing and logistics services $ \times $ ecological agricultural products planting area
    0.35 0.97
    Log likelihood −299.19 −297.79 −299.28 −299.90 −297.03
    LR chi2(3) 23.79 24.98 24.01 23.83 27.45
    Prob > chi2 0.00 0.00 0.00 0.00 0.00
      *、**和***分别表示在P<10%、P<5%和P<1%的水平上显著。模型1将“小农户+龙头企业”、务工参与、加工及物流服务作为随机参数变量时, 将“小农户+电商平台”、随行就市、合约协作、资金信贷服务、农资供应服务、农业生产技术指导服务、农业补贴作为固定变量, 并进一步引入性别与“小农户+龙头企业”等随机变量的互乘项。模型2到模型5前期设置与模型一相同, 不过模型2引入的是年龄与随机变量的互乘项, 模型3引入的是受教育水平与随机变量的互乘项, 模型4引入的是兼业情况与随机变量的互乘项, 模型5引入的是生态农产品种植面积与随机变量的互乘项。*, ** and *** indicate significant at the levels of P<10%, P<5% and P<1%, respectively. For Model 1, “small farmer + leading enterprises”, migrant work participation, processing and logistics services are random parameter variables, “small farmers + e-commerce platform”, line with marker, contract collboration, capital and credit services, agricultural material supply services, agricultural technical guidance services, and agricultural subsidies are taken as the fixed variables. And Mode 1 further introduces the multiplication term between sex and random variables such as “small farmers + leading enterprises”. Model 2−5 preliminary settings are the same as Model 1. However, the Model 2 introduces the multiplication term of age and random variables, Model 3 introduces the multiplication term of education level and random variables, Model 4 introduces the multiplication term of the part-time work and the random variables, Model 5 introduces the multiplication term of the planting area of ecological agricultural products and the random variables.
    下载: 导出CSV
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出版历程
  • 收稿日期:  2021-05-13
  • 录用日期:  2021-07-16
  • 网络出版日期:  2021-08-27
  • 刊出日期:  2021-12-07

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