Journal of Resources and Ecology >
Exploring the Norm-activation Model-based Mechanisms Influencing the Willingness of Environmentally Friendly Behavior of Backpackers
XIE Ting, E-mail: xtqq@bsu.edu.cn |
Received date: 2023-05-05
Accepted date: 2023-11-30
Online published: 2024-05-24
Supported by
The Fundamental Research Funds For the Central Universities(2022YB017)
Backpacking has become increasingly popular as an ecotourism activity in China in recent years. To promote sustainable development of tourist sites and to direct and regulate environmentally responsible behaviors, travelers must behave responsibly. This study used the “attribution theory” and “norm-activation model” to create a theoretical relationship model between personal norms, group identification, and the willingness of backpackers to act responsibly to investigate the factors that influence their willingness to behave in an eco-friendly manner. The study empirically tested the model using data from a sample of 309 backpacking tourists. The study investigates the internal and external mechanisms influencing the environmentally friendly behavior of backpackers. The findings show that (1) Backpackers’ “personal norms” significantly increased their willingness to behave in an environmentally friendly manner. (2) These “personal norms” are influenced by two cognitive factors: tourists’ “awareness of consequences” and “attribution of responsibility”. (3) The “group identity” plays a positive moderating role in the influence of “ascription of responsibility” on “personal norms”, while it plays a negative moderating role in the influence of “awareness of consequences” on “personal norms”. (4) Meanwhile, this study explores and compared tourists, an exceptional group of tourists, and concludes that, within an environmentally conscious tourist group, group identity plays a significant role in forcing tourists to take high-quality environmental protection actions. The findings of this study investigated the norm-activation model at the group level, enhanced the micro cases and theoretical knowledge of the model to examine the willingness of backpackers to engage in environmentally responsible behaviors, and offered some practical insights on managing destination tourists.
XIE Ting , XU Aixin . Exploring the Norm-activation Model-based Mechanisms Influencing the Willingness of Environmentally Friendly Behavior of Backpackers[J]. Journal of Resources and Ecology, 2024 , 15(3) : 650 -662 . DOI: 10.5814/j.issn.1674-764x.2024.03.012
Table 1 Descriptive statistical analysis |
Variable | Variable classification | Percentage (%) |
---|---|---|
Gender | Male | 48.54 |
Female | 51.46 | |
Age | <20 years | 9.71 |
21-35 years | 16.83 | |
36-50 years | 54.37 | |
51-65 years | 15.53 | |
>65 years | 3.56 | |
Education level | Junior high school and below | 10.68 |
High school or junior college | 35.92 | |
College | 21.36 | |
Undergraduate | 28.16 | |
Graduate student and above | 3.88 | |
Career | Enterprise workers | 25.24 |
Individual businesses | 16.83 | |
Students | 11.33 | |
Government and institution employees | 11.65 | |
Teachers | 3.88 | |
Others | 31.07 |
Table 2 Results of validated factor analysis |
Latent variables and measurement questions | Standardized factor loadings | CR | AVE |
---|---|---|---|
Group identification | 0.918 | 0.690 | |
I refer to backpackers as “we” rather than “they” | 0.783 | ||
I am well-connected to other members of the backpacker community | 0.804 | ||
It is the same as when someone criticizes me for backpacking | 0.847 | ||
My recognition is the recognition of the backpacker community | 0.893 | ||
I am curious about other individual’s perceptions of backpackers | 0.822 | ||
Personal norms | 0.863 | 0.678 | |
In my opinion, protecting the natural environment of the hiking area is more consistent with the backpacker’s code of conduct | 0.835 | ||
I believe it is morally required of me to preserve the natural environment of the hiking area | 0.839 | ||
In my opinion, it is everyone’s responsibility to reduce the adverse effect that hiking and tourism have on the natural environment of the scenic area | 0.796 | ||
Ascription of responsibility | 0.841 | 0.571 | |
As a tourist, I protect the scenic spot’s environment | 0.674 | ||
Each tourist has some degree of responsibility for the environmental damage of the scenic spot | 0.712 | ||
I am personally accountable if other visitors are permitted to damage the environment and have unfavorable consequences | 0.845 | ||
Everyone bears responsibility if other visitors are permitted to damage the environment and cause adverse effects | 0.780 | ||
Awareness of consequences | 0.923 | 0.706 | |
Scenic spots may become polluted by tourism activities | 0.852 | ||
Tourism activities can potentially damage and deplete the green vegetation of the scenic spot | 0.852 | ||
Tourism activities could destroy the animal habitats in the scenic area | 0.866 | ||
Tourism activities could damage the environment around the scenic spot | 0.838 | ||
Damage to the scenic spot may impact the sustainable development of the scenic spot | 0.792 | ||
Environment-maintaining intention | 0.885 | 0.719 | |
I am willing to learn more about protecting the natural environment of the scenic area | 0.805 | ||
I will remind backpackers not to litter and damage grass and trees | 0.863 | ||
During the hike, I will collect my garbage and bring it down the mountain | 0.874 | ||
Environment-promoting intention | 0.898 | 0.689 | |
I want to participate in the volunteer activity known as “cleaning up the trash on the mountain” to preserve and improve the environmental quality of the scenic spot | 0.744 | ||
I want to donate to help preserve the environment of the scenic spot | 0.829 | ||
I am willing to share my concerns and opinions with the relevant management on the protection of the environment of the scenic spot | 0.865 | ||
I am willing to participate in the scenic spot with an environmental theme and public welfare projects | 0.876 |
Table 3 Variable discriminant validity tests |
Variables | Group identification | Personal norms | Ascription of responsibility | Awareness of Consequence | Environment-maintaining intention | Environment-promoting intention |
---|---|---|---|---|---|---|
Group identification | 0.831 | |||||
Personal norms | 0.430 | 0.823 | ||||
Ascription of responsibility | 0.544 | 0.646 | 0.756 | |||
Awareness of consequences | 0.489 | 0.523 | 0.637 | 0.840 | ||
Environment-maintaining intention | 0.435 | 0.742 | 0.664 | 0.503 | 0.848 | |
Environment-promoting intention | 0.583 | 0.574 | 0.725 | 0.567 | 0.739 | 0.830 |
Note: The matrix diagonal bolded data is the square root of AVE. Below the diagonal is the correlation coefficient matrix. |
Table 4 Results of the test for moderating effects (Dependent variable: Personal Norm) |
Variables | R2 | ΔR | F-value | ΔF | Model 1 | Model 2 | Model 3 |
---|---|---|---|---|---|---|---|
Ascription of responsibility | 0.417 | 0.417 | F(1, 307)=219.793 | F(1, 307)=219.793 | 0.492** (14.825) | 0.446** (11.337) | 0.465** (11.260) |
Group identification | 0.426 | 0.009 | F(2, 306)=113.585 | F(1, 306)=4.717 | 0.085** (2.172) | 0.063 (1.492) | |
Interaction item 1 | 0.430 | 0.004 | F(3, 305)=76.805 | F(1, 305)=2.287 | 0.062 (1.512) |
Note: Independent variable: Ascription of responsibility; Interaction term 1 = group identity × attribution of responsibility. ** P <0.01. |
Fig. 1 Test results of the hypothetical modelNote: R2 indicates complex square correlation coefficient. ** P<0.01, * P<0.05. |
Table 5 Results of the test for moderating effects (Dependent variable: Personal Norm) |
Variables | R2 | ΔR2 | F-value | ΔF | Model 1 | Model 2 | Model 3 |
---|---|---|---|---|---|---|---|
Awareness of consequences | 0.274 | 0.274 | F(1, 307)=115.654 | F(1, 307)=115.654 | 0.398** (10.754) | 0.313** (7.571) | 0.309** (7.189) |
Group identification | 0.314 | 0.040 | F(2, 306)=69.899 | F(1, 306)=17.810 | 0.175** (4.220) | 0.179** (4.067) | |
Interaction item 2 | 0.314 | 0.000 | F(3, 305)=46.498 | F(1, 305)=0.105 | -0.012*(-0.324) |
Note: Independent variable: Awareness of consequence; Interaction term 2 = group identity × consequence perceptions. ** P<0.01, * P<0.05. |
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