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A peer-reviewed article of this preprint also exists.
This version is not peer-reviewed
Submitted:
05 June 2023
Posted:
06 June 2023
You are already at the latest version
Variable | Item |
---|---|
Environmental knowledge | 1. Maintaining ecological balance contributes to sustainable marine development (EK1). 2. It is for the next generation that we must protect marine natural resources (EK2). 3. Maintaining species diversity contributes to marine ecological balance (EK3). 4. Excessive use of natural resources will destroy the sustainable development of the ocean (EK4). 5. Excessive diving activities will cause damage to the marine environment (EK5). 6. Carbon dioxide emitted by vehicles will increase the temperature of the seawater (EK6). 7. Excessive development of marine tourism will erode marine natural resources (EK7). 8. The use of disposable products can cause harm to the marine environment (EK8). |
Environmental sensitivity | 1.I like the natural marine environment (ES9). 2.I am concerned about the development of marine environmental conservation (ES10). 3.I appreciate the natural marine environment (ES11). 4.I care about the impact of my living habits on the marine environment (ES12). |
Destination social responsibility | 1.I think it is my duty to maintain the marine environment (DSR13). 2.I think maintaining the marine environment is an important mission (DSR14). 3.I am willing to maintain the marine environment to promote local community development (DSR15). 4.I am willing to maintain the marine environment to promote the development of the local marine economy (DSR16). 5.I am willing to maintain the marine environment to promote the sustainable development of the destination (DSR17). |
Environmentally responsible behavior | 10. I will learn how to solve marine environmental problems (ERB18). 11. I will read national ocean reports, publicity, or books (ERB19). 12. I will discuss with others issues related to marine environmental protection (ERB20). 13. I will try to persuade my fellow travelers to take actions that are beneficial to the marine natural environment (ERB21). 14. When I see others destroying the marine environment, I will report it to the relevant authorities (ERB22). 15. I will follow the legal approach to stop the destruction of the marine environment (ERB23). 16. Usually, when I see litter in the ocean, I will pick it up on my own initiative (ERB24). 17. I will participate if there are activities related to cleaning up marine waste (ERB25). |
Variable | Item | Q’ty of samples | Percentage (%) | Accumulative percentage (%) |
---|---|---|---|---|
Gender | Male | 178 | 59.3 | 59.3 |
Female | 122 | 40.7 | 100.0 | |
Marital status | Unmarried | 210 | 70.0 | 70.0 |
Married | 90 | 30.0 | 100.0 | |
Age | 20 years old (including) and below | 23 | 7.7 | 7.7 |
21-30 years old | 84 | 28.0 | 35.7 | |
31-40 years old | 90 | 30.0 | 65.7 | |
41-50 years old | 75 | 25.0 | 90.7 | |
51 years old (including) and above | 28 | 9.3 | 100.0 | |
Senior and vocational high school (including) and below | 36 | 12.0 | 12.0 | |
University/junior college | 208 | 69.3 | 81.3 | |
Graduate school (including) and above | 56 | 18.7 | 100.0 | |
Occupation | Students | 58 | 19.3 | 19.3 |
Military personnel, police personnel, civil servants, and teachers | 39 | 13.0 | 32.3 | |
Business | 50 | 16.7 | 49.0 | |
Freelance | 21 | 7.0 | 56.0 | |
Agriculture, forestry, fisheries, and animal husbandry | 36 | 12.0 | 68.0 | |
Homemaker | 35 | 11.7 | 79.7 | |
Service industry | 51 | 17.0 | 96.7 | |
None (including retired) | 10 | 3.3 | 100.0 | |
Current residence | Northern Taiwan | 153 | 51.0 | 51.0 |
Central Taiwan | 39 | 13.0 | 64.0 | |
Southern Taiwan | 62 | 20.7 | 84.7 | |
Eastern Taiwan | 25 | 8.3 | 93.0 | |
Offshore islands | 21 | 7.0 | 100.0 | |
Frequency of participation | 1 time | 140 | 46.7 | 46.7 |
2 times | 64 | 21.3 | 68.0 | |
3 times (including) and more | 96 | 32.0 | 100.0 |
Potential variables | Observed variables | Factor loadings | Cronbach‘s alpha | Construct reliability | Average variance extracted |
---|---|---|---|---|---|
Environmental knowledge | EK 1 | 0.91 | 0.91 | 0.92 | 0.71 |
EK 2 | 0.85 | ||||
EK 3 | 0.92 | ||||
EK 4 | 0.81 | ||||
EK 8 | 0.71 | ||||
Environmental sensitivity | ES 1 | 0.94 | 0.90 | 0.91 | 0.78 |
ES 2 | 0.77 | ||||
ES 3 | 0.94 | ||||
Destination social responsibility | DSR1 | 0.90 | 0.93 | 0.93 | 0.78 |
DSR2 | 0.92 | ||||
DSR3 | 0.86 | ||||
DSR5 | 0.86 | ||||
Environmentally responsible behavior | ERB1 | 0.95 | 0.91 | 0.91 | 0.73 |
ERB3 | 0.88 | ||||
ERB4 | 0.84 | ||||
ERB7 | 0.74 |
Mediating variable | Causal relationship | First-time (β value) | Repeat (β value) | z-score |
---|---|---|---|---|
First-time & repeat volunteers | Environmental knowledge-> Destination social responsibility | 0.78* | 0.92* | 0.86 |
Environmental sensitivity-> Destination social responsibility | 0.25* | 0.17 | -0.55 | |
Environmental knowledge-> Environmentally responsible behaviors | 0.45* | -0.04 | -1.88* | |
Environmental sensitivity-> Environmentally responsible behaviors | 0.01 | 0.43* | 2.59* | |
Destination social responsibility-> Environmentally responsible behaviors | 0.67* | 0.58* | -0.42 |
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