Journal of Resources and Ecology ›› 2023, Vol. 14 ›› Issue (2): 331-343.DOI: 10.5814/j.issn.1674-764x.2023.02.011
• Tourism Resources and Ecotourism • Previous Articles Next Articles
SHEN Hanli1,2(), ZHENG Xin3,4,*(
), LEE Chunhung5, JIA Jingbo6, KHATTAK Romaan Hayat6
Received:
2021-08-17
Accepted:
2022-01-06
Online:
2023-03-30
Published:
2023-02-21
Contact:
ZHENG Xin
About author:
SHEN Hanli, E-mail: shenhanlili@163.com
Supported by:
SHEN Hanli, ZHENG Xin, LEE Chunhung, JIA Jingbo, KHATTAK Romaan Hayat. Tourists’ Willingness to Pay for the Non-use Values of Ecotourism Resources in a National Forest Park[J]. Journal of Resources and Ecology, 2023, 14(2): 331-343.
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URL: http://www.jorae.cn/EN/10.5814/j.issn.1674-764x.2023.02.011
Variables | Factor loading | Eigenvalue | Cumulative explained variance (%) | Cronbach’s α | |
---|---|---|---|---|---|
Factor 1: Maintaining natural and cultural resources | 2.787 | 18.577 | 0.759 | ||
1 Strengthen the concept of natural heritage preservation | 0.772 | ||||
2 Combine with the protection of historical and cultural sites | 0.757 | ||||
3 Protect flora and fauna resources | 0.656 | ||||
4 Learn cultural heritage knowledge | 0.581 | ||||
5 Contribute to the protection of natural ecosystems | 0.572 | ||||
6 Provide education and training programs for local communities | 0.490 | ||||
Factor 2: Promoting sustainable community development | 2.168 | 14.454 | 0.727 | ||
7 Promote the communication of relevant stakeholders | 0.773 | ||||
8 Increase employment opportunities | 0.748 | ||||
9 Seek support from local residents | 0.715 | ||||
Factor 3: Reducing recreation impacts | 2.087 | 13.911 | 0.732 | ||
10 Reduce waste | 0.870 | ||||
11 Reduce the mess from tourists | 0.862 | ||||
12 Reduce the crowding from visitors | 0.514 | ||||
Factor 4: Strengthening recreational control (Lee et al., | 1.848 | 12.323 | 0.607 | ||
13 Limit recreational activities | 0.780 | ||||
14 Set recreational carrying capacity | 0.704 | ||||
15 Decrease the investment in mass tourism moderately | 0.554 | ||||
Total cumulative variance explained (%) | 59.244 |
Table 1 Factor analysis of dimension research of WTP for non-use values
Variables | Factor loading | Eigenvalue | Cumulative explained variance (%) | Cronbach’s α | |
---|---|---|---|---|---|
Factor 1: Maintaining natural and cultural resources | 2.787 | 18.577 | 0.759 | ||
1 Strengthen the concept of natural heritage preservation | 0.772 | ||||
2 Combine with the protection of historical and cultural sites | 0.757 | ||||
3 Protect flora and fauna resources | 0.656 | ||||
4 Learn cultural heritage knowledge | 0.581 | ||||
5 Contribute to the protection of natural ecosystems | 0.572 | ||||
6 Provide education and training programs for local communities | 0.490 | ||||
Factor 2: Promoting sustainable community development | 2.168 | 14.454 | 0.727 | ||
7 Promote the communication of relevant stakeholders | 0.773 | ||||
8 Increase employment opportunities | 0.748 | ||||
9 Seek support from local residents | 0.715 | ||||
Factor 3: Reducing recreation impacts | 2.087 | 13.911 | 0.732 | ||
10 Reduce waste | 0.870 | ||||
11 Reduce the mess from tourists | 0.862 | ||||
12 Reduce the crowding from visitors | 0.514 | ||||
Factor 4: Strengthening recreational control (Lee et al., | 1.848 | 12.323 | 0.607 | ||
13 Limit recreational activities | 0.780 | ||||
14 Set recreational carrying capacity | 0.704 | ||||
15 Decrease the investment in mass tourism moderately | 0.554 | ||||
Total cumulative variance explained (%) | 59.244 |
Factors | The group concerning the environment (I) (n = 71) | The group valuing pluralism (II) (n = 450) | The group concerning resources (III) (n = 69) | F-value | Scheffe tests | ||
---|---|---|---|---|---|---|---|
I-II | I-III | II-III | |||||
Maintaining the natural and cultural resources | 3.74 | 4.82 | 4.48 | 461.4*** | *** | *** | *** |
Sustainable community development | 3.60 | 4.51 | 3.64 | 85.6*** | *** | n/a | *** |
Reducing recreation impacts | 4.17 | 4.82 | 3.24 | 445.3*** | *** | *** | *** |
Setting recreational carrying capacity | 3.71 | 3.87 | 3.44 | 6.87*** | n/a | n/a | *** |
Table 2 Cluster analysis of tourists’ attitudes
Factors | The group concerning the environment (I) (n = 71) | The group valuing pluralism (II) (n = 450) | The group concerning resources (III) (n = 69) | F-value | Scheffe tests | ||
---|---|---|---|---|---|---|---|
I-II | I-III | II-III | |||||
Maintaining the natural and cultural resources | 3.74 | 4.82 | 4.48 | 461.4*** | *** | *** | *** |
Sustainable community development | 3.60 | 4.51 | 3.64 | 85.6*** | *** | n/a | *** |
Reducing recreation impacts | 4.17 | 4.82 | 3.24 | 445.3*** | *** | *** | *** |
Setting recreational carrying capacity | 3.71 | 3.87 | 3.44 | 6.87*** | n/a | n/a | *** |
Value type | WTP (yuan yr-1) | Number | YY2 | YN3 | NY4 | NN5 | |
---|---|---|---|---|---|---|---|
First quote | Second quote | ||||||
Option value | 50 | 25/1001 | 173 | 66(38.2)6 | 26(15.0) | 11(6.4) | 70(40.5) |
130 | 65/260 | 124 | 33(26.6) | 20(16.1) | 16(12.9) | 55(44.4) | |
300 | 150/600 | 144 | 21(14.6) | 23(15.9) | 20(13.9) | 80(55.6) | |
500 | 250/1000 | 149 | 13(8.7) | 27(18.1) | 14(9.4) | 95(63.8) | |
Existence value | 100 | 50/200 | 143 | 34(23.8) | 25(17.5) | 10(6.9) | 74(51.8) |
150 | 75/300 | 173 | 41(23.7) | 28(16.2) | 17(9.8) | 87(50.3) | |
450 | 225/900 | 142 | 16(11.3) | 22(15.5) | 17(11.9) | 87(61.3) | |
800 | 400/1600 | 132 | 12(9.1) | 10(7.6) | 23(17.4) | 87(65.9) | |
Bequest value | 100 | 50/200 | 142 | 40(28.2) | 15(10.6) | 7(4.9) | 80(56.3) |
250 | 125/500 | 153 | 31(20.3) | 25(16.3) | 12(7.8) | 85(55.6) | |
600 | 300/1200 | 145 | 14(9.7) | 28(19.3) | 19(13.1) | 84(57.9) | |
1300 | 650/2600 | 150 | 20(13.3) | 16(10.7) | 12(8.0) | 102(68.0) | |
Altruistic value | 50 | 25/100 | 155 | 43(27.7) | 16(10.3) | 13(8.4) | 83(53.6) |
130 | 65/260 | 155 | 41(26.5) | 24(15.5) | 10(6.5) | 80(51.6) | |
300 | 150/600 | 145 | 26(17.9) | 17(11.7) | 24(16.6) | 78(53.8) | |
500 | 250/1000 | 135 | 15(11.1) | 10(7.4) | 21(15.6) | 89(65.9) |
Table 3 Frequency distribution of tourists’ WTP for non-use values in ecotourism resources
Value type | WTP (yuan yr-1) | Number | YY2 | YN3 | NY4 | NN5 | |
---|---|---|---|---|---|---|---|
First quote | Second quote | ||||||
Option value | 50 | 25/1001 | 173 | 66(38.2)6 | 26(15.0) | 11(6.4) | 70(40.5) |
130 | 65/260 | 124 | 33(26.6) | 20(16.1) | 16(12.9) | 55(44.4) | |
300 | 150/600 | 144 | 21(14.6) | 23(15.9) | 20(13.9) | 80(55.6) | |
500 | 250/1000 | 149 | 13(8.7) | 27(18.1) | 14(9.4) | 95(63.8) | |
Existence value | 100 | 50/200 | 143 | 34(23.8) | 25(17.5) | 10(6.9) | 74(51.8) |
150 | 75/300 | 173 | 41(23.7) | 28(16.2) | 17(9.8) | 87(50.3) | |
450 | 225/900 | 142 | 16(11.3) | 22(15.5) | 17(11.9) | 87(61.3) | |
800 | 400/1600 | 132 | 12(9.1) | 10(7.6) | 23(17.4) | 87(65.9) | |
Bequest value | 100 | 50/200 | 142 | 40(28.2) | 15(10.6) | 7(4.9) | 80(56.3) |
250 | 125/500 | 153 | 31(20.3) | 25(16.3) | 12(7.8) | 85(55.6) | |
600 | 300/1200 | 145 | 14(9.7) | 28(19.3) | 19(13.1) | 84(57.9) | |
1300 | 650/2600 | 150 | 20(13.3) | 16(10.7) | 12(8.0) | 102(68.0) | |
Altruistic value | 50 | 25/100 | 155 | 43(27.7) | 16(10.3) | 13(8.4) | 83(53.6) |
130 | 65/260 | 155 | 41(26.5) | 24(15.5) | 10(6.5) | 80(51.6) | |
300 | 150/600 | 145 | 26(17.9) | 17(11.7) | 24(16.6) | 78(53.8) | |
500 | 250/1000 | 135 | 15(11.1) | 10(7.4) | 21(15.6) | 89(65.9) |
Variable category | Variables | Valuation coefficient | |||
---|---|---|---|---|---|
Option value | Existence value | Bequest value | Altruistic value | ||
Socio-economic variables | Age | 4.25E-04(0.01) | 1.16E-01(1.57) | 9.34E-02(0.88) | 5.38E-02(0.55) |
Lnincome | 1.91E-01(1.55) | 2.58E-01(1.80) | 1.63E-02(0.09) | 2.99E-01(1.96)** | |
Tourists’ attitude variables | M1 | 4.51E-01(1.85)* | 5.64E-01(2.51)*** | 4.08E-01(1.41) | 1.76E-01(0.61) |
Clus1 | 1.41E-01(0.42) | 4.14E-01(1.26) | 3.65E-01(0.90) | 2.65E-01(0.70) | |
OP | 4.83E-01(3.49)*** | 8.38E-02(0.66) | 1.14E-01(0.66) | 5.52E-01(3.54)*** | |
Environmental cognition variable | Group | 4.99E-01(3.57)*** | 5.66E-01(4.51)*** | 4.16E-01(2.45)*** | 5.59E-01(3.67)*** |
Foundation recognition variables | f1/f2/f3/f4 | 1.12E-01(0.74) | 3.27E-01(2.47)*** | 4.09E-01(2.19)*** | 1.80E-01(1.08) |
Constant term | 4.78(3.12) | 4.36(2.79) | 4.07(2.05) | 6.68(3.66) | |
Scale | 9.65E-01(11.83) | 8.90E-01(14.2) | 1.33(14.35) | 1.05(15.06) | |
Log-likelihood | -347.08 | -311.92 | -307.54 | -314.79 | |
Log-likelihood ratio | 34.43*** | 36.77*** | 12.03* | 28.52*** |
Table 4 Significance of the factors affecting WTP
Variable category | Variables | Valuation coefficient | |||
---|---|---|---|---|---|
Option value | Existence value | Bequest value | Altruistic value | ||
Socio-economic variables | Age | 4.25E-04(0.01) | 1.16E-01(1.57) | 9.34E-02(0.88) | 5.38E-02(0.55) |
Lnincome | 1.91E-01(1.55) | 2.58E-01(1.80) | 1.63E-02(0.09) | 2.99E-01(1.96)** | |
Tourists’ attitude variables | M1 | 4.51E-01(1.85)* | 5.64E-01(2.51)*** | 4.08E-01(1.41) | 1.76E-01(0.61) |
Clus1 | 1.41E-01(0.42) | 4.14E-01(1.26) | 3.65E-01(0.90) | 2.65E-01(0.70) | |
OP | 4.83E-01(3.49)*** | 8.38E-02(0.66) | 1.14E-01(0.66) | 5.52E-01(3.54)*** | |
Environmental cognition variable | Group | 4.99E-01(3.57)*** | 5.66E-01(4.51)*** | 4.16E-01(2.45)*** | 5.59E-01(3.67)*** |
Foundation recognition variables | f1/f2/f3/f4 | 1.12E-01(0.74) | 3.27E-01(2.47)*** | 4.09E-01(2.19)*** | 1.80E-01(1.08) |
Constant term | 4.78(3.12) | 4.36(2.79) | 4.07(2.05) | 6.68(3.66) | |
Scale | 9.65E-01(11.83) | 8.90E-01(14.2) | 1.33(14.35) | 1.05(15.06) | |
Log-likelihood | -347.08 | -311.92 | -307.54 | -314.79 | |
Log-likelihood ratio | 34.43*** | 36.77*** | 12.03* | 28.52*** |
Non-use values | Total (n = 590) | The group concerning the environment (n = 71) | The group valuing pluralism (n = 450) | The group concerning resources (n = 69) | F-value |
---|---|---|---|---|---|
Total mean | 2113(2044-2181) | 1929(1742-2118) | 2161(2083-2242) | 1978(1795-2160) | 4.05** |
Option value mean | 371(358-383) | 335(305-367) | 379(365-394) | 351(317-385) | 3.13** |
Existence value mean | 466(451-481) | 436(391-482) | 475(458-493) | 437(397-476) | 2.25 |
Bequest value mean | 894(866-922) | 801(722-879) | 918(886-950) | 831(758-904) | 4.93*** |
Altruistic value mean | 382(369-395) | 357(324-390) | 389(374-405) | 359(323-395) | 2.01 |
Table 5 WTP of different groups for different non-use values
Non-use values | Total (n = 590) | The group concerning the environment (n = 71) | The group valuing pluralism (n = 450) | The group concerning resources (n = 69) | F-value |
---|---|---|---|---|---|
Total mean | 2113(2044-2181) | 1929(1742-2118) | 2161(2083-2242) | 1978(1795-2160) | 4.05** |
Option value mean | 371(358-383) | 335(305-367) | 379(365-394) | 351(317-385) | 3.13** |
Existence value mean | 466(451-481) | 436(391-482) | 475(458-493) | 437(397-476) | 2.25 |
Bequest value mean | 894(866-922) | 801(722-879) | 918(886-950) | 831(758-904) | 4.93*** |
Altruistic value mean | 382(369-395) | 357(324-390) | 389(374-405) | 359(323-395) | 2.01 |
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