浙江农业学报 ›› 2021, Vol. 33 ›› Issue (8): 1542-1551.DOI: 10.3969/j.issn.1004-1524.2021.08.21
收稿日期:
2021-04-15
出版日期:
2021-08-25
发布日期:
2021-08-27
作者简介:
姚星垣(1981—),男,浙江桐乡人,硕士,副教授,主要研究方向为绿色金融、区域金融发展理论与政策。E-mail: memoto@163.com
基金资助:
Received:
2021-04-15
Online:
2021-08-25
Published:
2021-08-27
摘要:
消费者参与对数字绿色普惠金融产品满意度产生影响,从而可有利于全面推进乡村振兴,助力实现“双碳”目标,推动高质量发展。基于消费者问卷调查数据的经验研究发现:提升消费者参与认同,增加消费者参与行为均对数字绿色普惠金融产品的满意度产生正面影响;消费者参与认同和社交参与对总体满意度的正向影响较大,参与深度的影响大于参与密度;具体的参与方式对不同维度的满意度影响存在异质性。因此,在设计数字绿色普惠金融产品和服务时要关注消费者参与度对满意度的正向影响及其异质性,在丰富参与方式的同时重视线上社交参与等新型参与方式的积极作用。
中图分类号:
姚星垣, 汪卫芳. 消费者参与度与数字绿色普惠金融产品满意度[J]. 浙江农业学报, 2021, 33(8): 1542-1551.
YAO Xingyuan, WANG Weifang. Consumer participation and satisfaction with digital green inclusive financial products[J]. Acta Agriculturae Zhejiangensis, 2021, 33(8): 1542-1551.
变量 Variable | 变量说明 Variable description | 变量取值 Value of a variable |
---|---|---|
满意度 Satisfaction | 总体满意度 Overall satisfaction | 非常满意=5,满意=4,一般=3,不满意=2,非常不满意=1 Very satisfied=5, satisfied=4, average=3, dissatisfied=2, very dissatisfied=1 |
丰富性满意度 SatisKind | 绿色能量种类满意度 Satisfaction with the type of green energy | |
便捷性满意度 SatisTime | 收集绿色能量时长满意度 Satisfaction with how long it takes to collect green energy | |
激励性满意度 SatisAmount | 收集绿色能量数量满意度 Satisfaction with the amount of green energy collected | |
种树数量 TreeNumber | 目前拥有树的数量 The number of trees you have so far | 没有=0,1棵=1,2棵=2,3棵=3,4棵及以上=4 No tree=0,1 tree=1,2 trees=2,3 trees=3,4 trees and above=4 |
种树时间 TreeTime | 平均种植一棵新树所需时间 The average time it takes to plant a new tree | 1月以内=5,1~3月=4,3~6月=3,6~9月=2,9月以上=1 Less than 1 month=5, 1-3 months=4, 3-6 months=3, 6-9 months=2, more than 9 months=1 |
参与认同 Participate | 认同数字绿色普惠金融产品的参与功能 Agreed with the participation function of DGIF | 非常同意=5,同意=4,一般=3,不同意=2,非常不同意=1 Strongly agree=5, agree=4, generally=3, disagree=2, stronglydisagree=1 |
社交参与 Communication | 认同绿色低碳消费者之间的彼此互动 Agreed with interaction between consumers of DGIF | |
绿色出行 Travel | 采用步行、公交、地铁等绿色出行方式 Adopt walking, bus, subway and other green travel modes | 采取这种方式收集绿色能量=1,不采取这种方式收集能量=0 Take this way to collect green energy=1, otherwise=0 |
线上购票 Tickets | 通过线上方式进行购票 Purchase tickets online | |
线上支付 EPayment | 采用线上支付方式消费 Use online payment for consumption | |
生活缴费 Utilities | 线上交纳水电气等费用 Pay utilities online | |
电子发票 EInvoice | 开具或接受电子发票 Issue or accept electronic invoices | |
线上挂号 EAppoiment | 网上预约挂号就诊 Online appointment for medical treatment | |
其他方式 Other | 采取其他参与方式 Take other forms of participation | |
性别 Sex | 性别 Gender | 男性=1,女性=2 Male=1, female=2 |
年龄 Age | 年龄 Age | 14岁及以下=1,15-19岁=2,20-29岁=3,30-39岁=4,40岁及以上=5 14 and below=1,15 to 19=2,20 to 29=3,30 to 39=4,40 and above=5 |
教育水平 Education | 您的最高学历水平 Highest educational level | 初中及以下=1,高中、中职=2,大专、高职=3,大学本科=4,硕士研究生及以上=5 Middle school and below=1, high school=2,junior college=3, undergraduate=4, graduate and above=5 |
表1 变量说明
Table 1 Variable description
变量 Variable | 变量说明 Variable description | 变量取值 Value of a variable |
---|---|---|
满意度 Satisfaction | 总体满意度 Overall satisfaction | 非常满意=5,满意=4,一般=3,不满意=2,非常不满意=1 Very satisfied=5, satisfied=4, average=3, dissatisfied=2, very dissatisfied=1 |
丰富性满意度 SatisKind | 绿色能量种类满意度 Satisfaction with the type of green energy | |
便捷性满意度 SatisTime | 收集绿色能量时长满意度 Satisfaction with how long it takes to collect green energy | |
激励性满意度 SatisAmount | 收集绿色能量数量满意度 Satisfaction with the amount of green energy collected | |
种树数量 TreeNumber | 目前拥有树的数量 The number of trees you have so far | 没有=0,1棵=1,2棵=2,3棵=3,4棵及以上=4 No tree=0,1 tree=1,2 trees=2,3 trees=3,4 trees and above=4 |
种树时间 TreeTime | 平均种植一棵新树所需时间 The average time it takes to plant a new tree | 1月以内=5,1~3月=4,3~6月=3,6~9月=2,9月以上=1 Less than 1 month=5, 1-3 months=4, 3-6 months=3, 6-9 months=2, more than 9 months=1 |
参与认同 Participate | 认同数字绿色普惠金融产品的参与功能 Agreed with the participation function of DGIF | 非常同意=5,同意=4,一般=3,不同意=2,非常不同意=1 Strongly agree=5, agree=4, generally=3, disagree=2, stronglydisagree=1 |
社交参与 Communication | 认同绿色低碳消费者之间的彼此互动 Agreed with interaction between consumers of DGIF | |
绿色出行 Travel | 采用步行、公交、地铁等绿色出行方式 Adopt walking, bus, subway and other green travel modes | 采取这种方式收集绿色能量=1,不采取这种方式收集能量=0 Take this way to collect green energy=1, otherwise=0 |
线上购票 Tickets | 通过线上方式进行购票 Purchase tickets online | |
线上支付 EPayment | 采用线上支付方式消费 Use online payment for consumption | |
生活缴费 Utilities | 线上交纳水电气等费用 Pay utilities online | |
电子发票 EInvoice | 开具或接受电子发票 Issue or accept electronic invoices | |
线上挂号 EAppoiment | 网上预约挂号就诊 Online appointment for medical treatment | |
其他方式 Other | 采取其他参与方式 Take other forms of participation | |
性别 Sex | 性别 Gender | 男性=1,女性=2 Male=1, female=2 |
年龄 Age | 年龄 Age | 14岁及以下=1,15-19岁=2,20-29岁=3,30-39岁=4,40岁及以上=5 14 and below=1,15 to 19=2,20 to 29=3,30 to 39=4,40 and above=5 |
教育水平 Education | 您的最高学历水平 Highest educational level | 初中及以下=1,高中、中职=2,大专、高职=3,大学本科=4,硕士研究生及以上=5 Middle school and below=1, high school=2,junior college=3, undergraduate=4, graduate and above=5 |
变量Variable | 均值Mean | 标准差SD | 最小值Min | 中位数Median | 最大值Max |
---|---|---|---|---|---|
满意度Satisfaction | 3.908 | 0.695 | 1 | 4 | 5 |
丰富性满意度SatisKind | 3.763 | 0.752 | 1 | 4 | 5 |
便捷性满意度SatisTime | 3.501 | 0.874 | 1 | 3 | 5 |
激励性满意度SatisAmount | 3.593 | 0.798 | 1 | 4 | 5 |
参与认同Participate | 3.903 | 0.816 | 1 | 4 | 5 |
社交参与Communication | 3.633 | 0.895 | 1 | 4 | 5 |
种树数量TreeNumber | 2.534 | 1.139 | 1 | 2 | 5 |
种树时间TreeTime | 3.588 | 1.327 | 1 | 4 | 5 |
绿色出行Travel | 0.887 | 0.317 | 0 | 1 | 1 |
线上购票Tickets | 0.693 | 0.462 | 0 | 1 | 1 |
线上支付EPayment | 0.887 | 0.317 | 0 | 1 | 1 |
生活缴费Utilities | 0.388 | 0.488 | 0 | 0 | 1 |
电子发票EInvoice | 0.151 | 0.358 | 0 | 0 | 1 |
线上挂号EAppoiment | 0.105 | 0.307 | 0 | 0 | 1 |
其他方式Other | 0.340 | 0.474 | 0 | 0 | 1 |
性别Sex | 1.706 | 0.456 | 1 | 2 | 2 |
年龄Age | 3.806 | 0.593 | 1 | 4 | 7 |
教育水平Education | 3.367 | 0.641 | 1 | 3 | 6 |
表2 描述性统计
Table 2 Descriptive statistics
变量Variable | 均值Mean | 标准差SD | 最小值Min | 中位数Median | 最大值Max |
---|---|---|---|---|---|
满意度Satisfaction | 3.908 | 0.695 | 1 | 4 | 5 |
丰富性满意度SatisKind | 3.763 | 0.752 | 1 | 4 | 5 |
便捷性满意度SatisTime | 3.501 | 0.874 | 1 | 3 | 5 |
激励性满意度SatisAmount | 3.593 | 0.798 | 1 | 4 | 5 |
参与认同Participate | 3.903 | 0.816 | 1 | 4 | 5 |
社交参与Communication | 3.633 | 0.895 | 1 | 4 | 5 |
种树数量TreeNumber | 2.534 | 1.139 | 1 | 2 | 5 |
种树时间TreeTime | 3.588 | 1.327 | 1 | 4 | 5 |
绿色出行Travel | 0.887 | 0.317 | 0 | 1 | 1 |
线上购票Tickets | 0.693 | 0.462 | 0 | 1 | 1 |
线上支付EPayment | 0.887 | 0.317 | 0 | 1 | 1 |
生活缴费Utilities | 0.388 | 0.488 | 0 | 0 | 1 |
电子发票EInvoice | 0.151 | 0.358 | 0 | 0 | 1 |
线上挂号EAppoiment | 0.105 | 0.307 | 0 | 0 | 1 |
其他方式Other | 0.340 | 0.474 | 0 | 0 | 1 |
性别Sex | 1.706 | 0.456 | 1 | 2 | 2 |
年龄Age | 3.806 | 0.593 | 1 | 4 | 7 |
教育水平Education | 3.367 | 0.641 | 1 | 3 | 6 |
变量Variable | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
参与认同Participate | 0.276*** | 0.214*** | |||
(7.13) | (5.39) | ||||
种树数量TreeNumber | 0.084*** | 0.050** | |||
(3.85) | (2.19) | ||||
种树时间TreeTime | 0.041** | 0.027 | |||
(2.28) | (1.47) | ||||
社交参与Communication | 0.195*** | 0.141*** | |||
(6.02) | (4.36) | ||||
性别Sex | 0.001 | -0.023 | -0.004 | -0.009 | -0.014 |
(0.01) | (-0.44) | (-0.07) | (-0.19) | (-0.29) | |
年龄Age | -0.016 | -0.042 | -0.024 | -0.004 | -0.018 |
(-0.44) | (-1.11) | (-0.62) | (-0.11) | (-0.51) | |
教育水平Education | 0.005 | 0.004 | -0.002 | -0.009 | 0.003 |
(0.14) | (0.09) | (-0.04) | (-0.24) | (0.09) | |
常数项Constant | 0.764*** | 1.006*** | 0.893*** | 0.793*** | 0.736*** |
(2.71) | (3.44) | (3.03) | (2.77) | (2.66) | |
观察值 Observations | 468 | 468 | 468 | 468 | 468 |
R2 | 0.533 | 0.498 | 0.487 | 0.519 | 0.563 |
AdjR2 | 0.524 | 0.488 | 0.477 | 0.510 | 0.551 |
表3 基准回归(被解释变量:总体满意度)
Table 3 Baseling regression (explained variable: overall satisfaction)
变量Variable | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
参与认同Participate | 0.276*** | 0.214*** | |||
(7.13) | (5.39) | ||||
种树数量TreeNumber | 0.084*** | 0.050** | |||
(3.85) | (2.19) | ||||
种树时间TreeTime | 0.041** | 0.027 | |||
(2.28) | (1.47) | ||||
社交参与Communication | 0.195*** | 0.141*** | |||
(6.02) | (4.36) | ||||
性别Sex | 0.001 | -0.023 | -0.004 | -0.009 | -0.014 |
(0.01) | (-0.44) | (-0.07) | (-0.19) | (-0.29) | |
年龄Age | -0.016 | -0.042 | -0.024 | -0.004 | -0.018 |
(-0.44) | (-1.11) | (-0.62) | (-0.11) | (-0.51) | |
教育水平Education | 0.005 | 0.004 | -0.002 | -0.009 | 0.003 |
(0.14) | (0.09) | (-0.04) | (-0.24) | (0.09) | |
常数项Constant | 0.764*** | 1.006*** | 0.893*** | 0.793*** | 0.736*** |
(2.71) | (3.44) | (3.03) | (2.77) | (2.66) | |
观察值 Observations | 468 | 468 | 468 | 468 | 468 |
R2 | 0.533 | 0.498 | 0.487 | 0.519 | 0.563 |
AdjR2 | 0.524 | 0.488 | 0.477 | 0.510 | 0.551 |
变量Variable | (1) | (2) | (3) |
---|---|---|---|
被解释变量Explained variable | 丰富性满意度SatisKind | 便捷性满意度SatisTime | 激励性满意度SatisAmount |
参与认同Participate | 0.153*** | 0.102* | 0.067 |
(2.89) | (1.69) | (1.16) | |
社交参与Communication | 0.265*** | 0.330*** | 0.242*** |
(5.99) | (6.55) | (5.05) | |
绿色出行Travel | -0.028 | -0.009 | -0.084 |
(-0.28) | (-0.07) | (-0.77) | |
线上购票Tickets | -0.048 | 0.079 | 0.011 |
(-0.65) | (0.92) | (0.14) | |
线上支付EPayment | 0.196* | -0.089 | -0.013 |
(1.66) | (-0.66) | (-0.10) | |
生活缴费Utilities | -0.016 | 0.003 | -0.017 |
(-0.23) | (0.03) | (-0.22) | |
电子发票EInvoice | -0.090 | -0.186 | -0.129 |
(-0.79) | (-1.43) | (-1.05) | |
线上挂号EAppoiment | 0.158 | 0.440*** | 0.301** |
(1.22) | (2.98) | (2.15) | |
其他方式Other | 0.078 | 0.058 | 0.163** |
(1.19) | (0.77) | (2.29) | |
性别Sex | -0.022 | -0.127* | -0.027 |
(-0.34) | (-1.68) | (-0.38) | |
年龄Age | 0.089* | 0.082 | 0.031 |
(1.84) | (1.48) | (0.59) | |
教育水平Education | -0.046 | -0.166*** | -0.165*** |
(-0.95) | (-2.98) | (-3.13) | |
常数项Constant | 0.821** | 1.350*** | 1.446*** |
(2.18) | (3.14) | (3.54) | |
观察值 Observations | 468 | 468 | 468 |
R2 | 0.377 | 0.361 | 0.342 |
AdjR2 | 0.35 | 0.34 | 0.32 |
表4 消费者参与度对分项满意度的影响
Table 4 Influence of consumer participation on sub-item satisfaction
变量Variable | (1) | (2) | (3) |
---|---|---|---|
被解释变量Explained variable | 丰富性满意度SatisKind | 便捷性满意度SatisTime | 激励性满意度SatisAmount |
参与认同Participate | 0.153*** | 0.102* | 0.067 |
(2.89) | (1.69) | (1.16) | |
社交参与Communication | 0.265*** | 0.330*** | 0.242*** |
(5.99) | (6.55) | (5.05) | |
绿色出行Travel | -0.028 | -0.009 | -0.084 |
(-0.28) | (-0.07) | (-0.77) | |
线上购票Tickets | -0.048 | 0.079 | 0.011 |
(-0.65) | (0.92) | (0.14) | |
线上支付EPayment | 0.196* | -0.089 | -0.013 |
(1.66) | (-0.66) | (-0.10) | |
生活缴费Utilities | -0.016 | 0.003 | -0.017 |
(-0.23) | (0.03) | (-0.22) | |
电子发票EInvoice | -0.090 | -0.186 | -0.129 |
(-0.79) | (-1.43) | (-1.05) | |
线上挂号EAppoiment | 0.158 | 0.440*** | 0.301** |
(1.22) | (2.98) | (2.15) | |
其他方式Other | 0.078 | 0.058 | 0.163** |
(1.19) | (0.77) | (2.29) | |
性别Sex | -0.022 | -0.127* | -0.027 |
(-0.34) | (-1.68) | (-0.38) | |
年龄Age | 0.089* | 0.082 | 0.031 |
(1.84) | (1.48) | (0.59) | |
教育水平Education | -0.046 | -0.166*** | -0.165*** |
(-0.95) | (-2.98) | (-3.13) | |
常数项Constant | 0.821** | 1.350*** | 1.446*** |
(2.18) | (3.14) | (3.54) | |
观察值 Observations | 468 | 468 | 468 |
R2 | 0.377 | 0.361 | 0.342 |
AdjR2 | 0.35 | 0.34 | 0.32 |
变量Variable | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
参与认同Participate | 1.289*** | 1.013*** | |||
(6.63) | (5.09) | ||||
种树数量TreeNumber | 0.359*** | 0.210* | |||
(3.54) | (1.78) | ||||
种树时间TreeTime | 0.192** | 0.161* | |||
(2.40) | (1.71) | ||||
社交参与Communication | 0.948*** | 0.739*** | |||
(5.99) | (4.54) | ||||
性别Sex | 0.010 | -0.074 | 0.022 | -0.023 | -0.088 |
(0.04) | (-0.31) | (0.10) | (-0.10) | (-0.36) | |
年龄Age | -0.062 | -0.200 | -0.126 | -0.008 | -0.048 |
(-0.34) | (-1.13) | (-0.72) | (-0.04) | (-0.25) | |
教育水平Education | 0.061 | 0.021 | 0.009 | -0.021 | 0.040 |
(0.34) | (0.12) | (0.05) | (-0.12) | (0.21) | |
第1截位Cut1 | 6.248*** | 4.540*** | 5.038*** | 5.663*** | 6.762*** |
(3.51) | (2.70) | (2.98) | (3.25) | (3.67) | |
第2截位Cut2 | 7.864*** | 6.014*** | 6.499*** | 7.235*** | 8.415*** |
(5.08) | (4.17) | (4.48) | (4.80) | (5.23) | |
第3截位Cut3 | 13.308*** | 11.246*** | 11.712*** | 12.768*** | 14.079*** |
(8.53) | (7.84) | (8.10) | (8.45) | (8.62) | |
第4截位Cut4 | 17.677*** | 15.346*** | 15.753*** | 16.973*** | 18.643*** |
(10.51) | (9.99) | (10.18) | (10.49) | (10.59) | |
观察值 Observations | 468 | 468 | 468 | 468 | 468 |
表5 稳健性检验
Table 5 Robustness test
变量Variable | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
参与认同Participate | 1.289*** | 1.013*** | |||
(6.63) | (5.09) | ||||
种树数量TreeNumber | 0.359*** | 0.210* | |||
(3.54) | (1.78) | ||||
种树时间TreeTime | 0.192** | 0.161* | |||
(2.40) | (1.71) | ||||
社交参与Communication | 0.948*** | 0.739*** | |||
(5.99) | (4.54) | ||||
性别Sex | 0.010 | -0.074 | 0.022 | -0.023 | -0.088 |
(0.04) | (-0.31) | (0.10) | (-0.10) | (-0.36) | |
年龄Age | -0.062 | -0.200 | -0.126 | -0.008 | -0.048 |
(-0.34) | (-1.13) | (-0.72) | (-0.04) | (-0.25) | |
教育水平Education | 0.061 | 0.021 | 0.009 | -0.021 | 0.040 |
(0.34) | (0.12) | (0.05) | (-0.12) | (0.21) | |
第1截位Cut1 | 6.248*** | 4.540*** | 5.038*** | 5.663*** | 6.762*** |
(3.51) | (2.70) | (2.98) | (3.25) | (3.67) | |
第2截位Cut2 | 7.864*** | 6.014*** | 6.499*** | 7.235*** | 8.415*** |
(5.08) | (4.17) | (4.48) | (4.80) | (5.23) | |
第3截位Cut3 | 13.308*** | 11.246*** | 11.712*** | 12.768*** | 14.079*** |
(8.53) | (7.84) | (8.10) | (8.45) | (8.62) | |
第4截位Cut4 | 17.677*** | 15.346*** | 15.753*** | 16.973*** | 18.643*** |
(10.51) | (9.99) | (10.18) | (10.49) | (10.59) | |
观察值 Observations | 468 | 468 | 468 | 468 | 468 |
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