Scientia Silvae Sinicae ›› 2021, Vol. 57 ›› Issue (10): 145-156.doi: 10.11707/j.1001-7488.20211014
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Yuan Huang,Jie Yang,Yueting Qin,Yanan Shi,Yali Wen*
Received:
2020-09-18
Online:
2021-10-25
Published:
2021-12-11
Contact:
Yali Wen
CLC Number:
Yuan Huang, Jie Yang, Yueting Qin, Yanan Shi, Yali Wen. The Willingness of Tourists to Protect the Ecological Forest under the Context of Forest Tourism[J]. Scientia Silvae Sinicae, 2021, 57(10): 145-156.
Table 1
Questionnaire items"
变量及测量题项Variables and measurement items |
环境情感Environmental emotion (EE) |
如果我浪费了资源或污染了环境,我会感到很内疚If I waste resources or pollute the environment, I will feel very guilty(EE1) |
我非常喜爱自然,对自然很感兴趣I like nature very much and am interested in nature(EE2) |
媒体报道的环境问题常常让我非常愤怒Media coverage of environmental issues often makes me very angry(EE3) |
如果我做到了节约资源与保护环境,我会感到很愉快If I save resources and protect the environment, I will feel very happy(EE4) |
生态公益林认知Ecological forest cognition (EFC) |
我认为生态公益林能够提升自身健康,延年益寿I think ecological forests can improve your health and prolong your life(EFC1) |
我认为保护生态公益林就是保护下一代人的生存环境I think protecting the ecological forest is to protect the living environment of the next generation(EFC2) |
保护生态公益林,能够提升我对生存环境的安全感Protecting ecological forest can enhance my sense of security for living environment (EFC3) |
公民行为意愿Willingness of civic action (WCA) |
我希望可以通过网络平台向相关部门提供一些保护生态公益林的建议I hope to provide some suggestions on protecting ecological forests to relevant departments through the network platform(WCA1) |
如果我看到有违法破坏生态公益林的行为时,会向有关部门举报If I see any violation of the law to destroy the ecological forest, I will report to the relevant authorities(WCA2) |
我愿意参与面向公众的生态公益林保护建议征集活动I am willing to participate in the solicitation of Suggestions for ecological forest protection for the public(WCA3) |
说服行为意愿Willingness of persuasive action (WPA) |
我会邀请亲朋好友参加生态公益林保护活动I will invite my family and friends to participate in ecological forest protection activities(WPA1) |
我会和亲朋好友宣传生态公益林保护益处I will publicize the benefits of ecological forest protection with my family and friends(WPA2) |
我希望参与公益林宣讲会,向大众普及生态公益林保护知识I hope to participate in the ecological forest talk and popularize the knowledge of ecological forest protection to the public(WPA3) |
主观规范Subjective norm (SN) |
政府提倡保护生态公益林Government advocates protection of ecological forests(SN1) |
家人认为应该保护生态公益林Family members think ecological forests should be protected(SN2) |
朋友认为应该保护生态公益林Friends think that ecological forest should be protected(SN3) |
保护行为态度Protective behavior attitude (PBA) |
保护生态公益林是十分正确的行为Protecting ecological forests is the right thing to do(PBA1) |
保护生态公益林是值得赞扬的行为Protecting ecological forests is a commendable act(PBA2) |
希望有更多的人参与生态公益林保护More people are expected to participate in ecological forest protection(PBA3) |
知觉行为控制Perceived behavioral control (PBC) |
我认为自己有能力保护生态公益林I think I have the ability to protect the ecological forest(PBC1) |
我认为参与保护生态公益林的花费在自己的接受范围内I think the cost of participating in ecological conservation is within my comfort zone(PBC2) |
我认为保护生态公益林可以从身边小事做起,并不困难I think the protection of ecological forest can start from the trivial things around, it is not difficult(PBC3) |
亲力行为意愿Willingness of physical action (WPSA) |
我愿意成为生态公益林保护活动的志愿者I would like to be a volunteer of ecological forest protection activities(WPSA1) |
我希望参与生态公益林保护活动,亲自植树造林I hope to participate in ecological forest protection activities and plant trees in person(WPSA2) |
我希望加入生态公益林保护组织参与保护I hope to join the Ecological Forest Protection organization to participate in conservation(WPSA3) |
经济行为意愿Willingness of financial action (WFA) |
我十分愿意为生态公益林建设捐款I am very willing to donate money for ecological forest construction (WFA1) |
购买理财产品时,同等条件下,会更偏好于生态公益林相关产品When purchasing financial products, they prefer ecological forest-related products under the same conditions(WFA2) |
如果有充足的资金进行投资,同等条件下,更偏好于生态公益林相关项目If sufficient funds are available for investment, eco-forest-related projects are preferred under the same conditions(WFA3) |
Table 2
Basic information of samples"
变量 Variables | 类别 Categories | 百分比 Percentage(%) |
性别Gender | 男Male | 45.22 |
女Female | 54.78 | |
年龄Age/a | ≤19 | 13.24 |
20~29 | 27.21 | |
30~39 | 32.35 | |
40~49 | 19.85 | |
50~59 | 5.51 | |
≥60 | 1.84 | |
月均可支配收入Monthly disposable income/yuan | ≤2 000 | 21.32 |
2 001~4 000 | 26.84 | |
4 001~6 000 | 26.10 | |
6 001~8 000 | 11.40 | |
8 001~10 000 | 5.15 | |
10 001~15 000 | 4.78 | |
15 001~20 000 | 2.57 | |
>20 000 | 1.84 | |
职业Occupation | 农林牧渔业Agriculture, forestry, animal husbandry and fishery | 1.47 |
工业、建筑业Industry, construction | 19.49 | |
商业、服务业Commerce and service industry | 13.97 | |
科学、教育、文化、卫生事业Science, education, culture and health | 23.90 | |
公务员、军人Civil servants and soldiers | 5.88 | |
学生Student | 19.49 | |
其他Other | 15.81 | |
教育程度Education status | 小学及以下Primary school and below | 1.10 |
初中(中专)Junior high school (technical secondary school) | 6.99 | |
高中(大专)Senior high school (junior college) | 13.97 | |
本科Undergraduate | 68.38 | |
硕士及以上Master degree or above | 9.56 |
Table 3
Confirmatory factor analysis"
潜变量 Latent variables | 观测变量 Observed variables | 标准化载荷 Standardized loads | 组合信度 Combined reliability | 平均方差提取值 Mean variance extracted values |
EE | EE1 | 0.826 | 0.817 | 0.532 |
EE2 | 0.622 | |||
EE3 | 0.658 | |||
EE4 | 0.790 | |||
EFC | EFC1 | 0.649 | 0.748 | 0.501 |
EFC2 | 0.823 | |||
EFC3 | 0.637 | |||
PBA | PBA1 | 0.803 | 0.839 | 0.635 |
PBA2 | 0.819 | |||
PBA3 | 0.768 | |||
SN | SN1 | 0.596 | 0.868 | 0.695 |
SN2 | 0.905 | |||
SN3 | 0.954 | |||
PBC | PBC1 | 0.835 | 0.870 | 0.692 |
PBC2 | 0.906 | |||
PBC3 | 0.747 | |||
WCA | WCA1 | 0.789 | 0.780 | 0.542 |
WCA2 | 0.712 | |||
WCA3 | 0.705 | |||
WPA | WPA1 | 0.583 | 0.747 | 0.501 |
WPA2 | 0.819 | |||
WPA3 | 0.702 | |||
WPSA | WPSA1 | 0.728 | 0.799 | 0.570 |
WPSA2 | 0.815 | |||
WPSA3 | 0.718 | |||
WFA | WFA1 | 0.860 | 0.818 | 0.602 |
WFA2 | 0.702 | |||
WFA3 | 0.757 |
Table 4
Fitting indices"
拟合指标 Fittingindicators | 绝对拟合指标 Absolute index | 相对拟合指标 Relative index | 简约拟合指标 Parsimonious index | ||||||||||
RMSEA | RMR | AGFI | GFI | IFI | NFI | CFI | PGFI | PNFI | PCFI | χ2/df | |||
建议值 Recommended value | < 0.08 | < 0.08 | >0.9 | >0.9 | >0.9 | >0.9 | >0.9 | >0.5 | >0.5 | >0.5 | 1 < χ2/df < 3 | ||
实际值 Actual value | 0.050 | 0.066 | 0.850 | 0.893 | 0.959 | 0.904 | 0.958 | 0.640 | 0.696 | 0.738 | 1.670 |
Table 5
Test results of coefficients"
路径关系 Path relation | 标准化系数 Standardization coefficient | 非标准化系数 Non-standardization coefficient | S.E. | C.R. | P | ||
PBA | ← | EE | 0.463 | 0.537 | 0.113 | 4.745 | *** |
PBA | ← | EFC | 0.564 | 0.678 | 0.119 | 5.689 | *** |
WPSA | ← | PBA | 0.728 | 0.911 | 0.108 | 8.429 | *** |
WPA | ← | PBA | 0.479 | 0.687 | 0.094 | 7.308 | *** |
WFA | ← | PBA | 0.147 | 0.293 | 0.095 | 3.084 | *** |
WCA | ← | PBA | 0.471 | 0.682 | 0.117 | 5.808 | *** |
WPSA | ← | SN | 0.168 | 0.101 | 0.055 | 1.826 | * |
WPA | ← | SN | 0.199 | 0.137 | 0.052 | 2.617 | *** |
WFA | ← | SN | 0.300 | 0.288 | 0.100 | 2.869 | *** |
WCA | ← | SN | 0.194 | 0.135 | 0.065 | 2.083 | ** |
WPSA | ← | PBC | 0.267 | 0.190 | 0.069 | 2.750 | *** |
WPA | ← | PBC | 0.139 | 0.113 | 0.063 | 1.806 | * |
WFA | ← | PBC | 0.682 | 0.776 | 0.207 | 3.744 | *** |
WCA | ← | PBC | 0.252 | 0.208 | 0.081 | 2.573 | ** |
Table 6
Regression results of demographic characteristics"
解释变量Explanatory variables | 被解释变量系数Coefficient of explained variable | |||
公民行为意愿WCA | 说服行为意愿WPA | 亲力行为意愿WPSA | 经济行为意愿WFA | |
性别Gender | ||||
男Male | — | — | — | — |
女Female | 0.054 | 0.047 | 0.025 | 0.116* |
年龄Age | ||||
≤19 | — | — | — | — |
20~29 | 0.244* | 0.072 | 0.218 | 0.092 |
30~39 | 0.412*** | 0.159 | 0.302* | 0.104 |
40~49 | 0.405*** | 0.151 | 0.312** | 0.089 |
50~59 | 0.230** | 0.017 | 0.126 | -0.101 |
≥60 | 0.159** | 0.052 | 0.050 | -0.142* |
教育程度Education status | ||||
小学及以下Primary school and below | -0.028 | -0.030 | -0.021 | -0.060 |
初中(中专)Junior high school (technical secondary school) | -0.020 | -0.121 | -0.117* | -0.022 |
高中(大专)Senior high school (junior college) | — | — | — | — |
本科Undergraduate | -0.004 | 0.096 | 0.065 | 0.004 |
硕士及以上Master degree or above | -0.061 | -0.045 | -0.037 | -0.075 |
月均可支配收入Monthly disposable income | -0.174** | -0.201*** | -0.182** | -0.039 |
职业Occupation | ||||
农林牧渔业Agriculture, forestry, animal husbandry and fishery | -0.025 | 0.012 | -0.049 | -0.120* |
工业、建筑业Industry, construction | — | — | — | — |
商业、服务业Commerce and service industry | 0.012 | 0.068 | 0.025 | 0.006 |
科学、教育、文化、卫生事业 Science, education, culture and health | 0.004 | 0.138 | 0.077 | 0.041 |
公务员、军人Civil servants and soldiers | 0.092 | 0.078 | 0.114 | 0.110 |
学生Student | 0.173 | 0.028 | 0.148 | -0.047 |
其他Other | 0.045 | 0.071 | 0.084 | 0.052 |
Table 7
Robustness test results"
变量 Variables | 样本数量 Number of samples | WCA | WPA | WPSA | WFA | EE | EFC |
PBA | 100% | (+)*** | (+)*** | (+)*** | (+)*** | (+)*** | (+)*** |
90% | (+)*** | (+)*** | (+)*** | (+)** | (+)*** | (+)*** | |
80% | (+)*** | (+)*** | (+)*** | (+)** | (+)*** | (+)*** | |
70% | (+)*** | (+)** | (+)*** | (+)* | (+)*** | (+)** | |
SN | 100% | (+)** | (+)*** | (+)* | (+)*** | ||
90% | (+)** | (+)*** | (+)* | (+)*** | |||
80% | (+)** | (+)** | (+)* | (+)** | |||
70% | (+)** | (+)** | × | (+)** | |||
PBC | 100% | (+)** | (+)* | (+)*** | (+)*** | ||
90% | (+)** | (+)* | (+)*** | (+)*** | |||
80% | (+)** | (+)* | (+)*** | (+)*** | |||
70% | (+)* | × | (+)*** | (+)*** |
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