Research Instrument_
Variable Name | Instrument Reference | No. of items | Scale |
---|---|---|---|
Economic Impact | Al-Saad et al., (2018); Kim, (2002); Kim et al., (2013). | 8 | 1–5 |
Social Impact | Kim, (2002); Kim et al., (2013). | 6 | 1–5 |
Cultural Impact | Kim, (2002); Kim et al., (2013); Mathew & Sreejesh, (2017). | 7 | 1–5 |
Environmental Impact | Kim, (2002); Kim et al., (2013); Mathew & Sreejesh, (2017). | 5 | 1–5 |
QOL | Kim, (2002); Kim et al., (2013); Mathew & Sreejesh, (2017). | 22 | 1–5 |
Support for Tourism (SFT) | Nunkoo & So, (2016) | 6 | 1–5 |
Demographic variables | Kim, (2002); Kim et al., (2013); Mathew & Sreejesh, (2017). | 7 | - |
Multicollinearity table for Tolerance, VIF, and Condition index_
Construct | Tolerance | VIF | Condition index |
---|---|---|---|
ECOI_AVG | .349 | 2.864 | 7.111 |
SOCI_AVG | .474 | 2.109 | 9.469 |
CULI_AVG | .543 | 1.842 | 12.083 |
ENVI_AVG | .988 | 1.012 | 16.546 |
Discriminant Validity_
Variable | ECOI | SCOI | CULI | ENVI | QOL | SFT |
---|---|---|---|---|---|---|
ECOI | 0.7097 | |||||
SCOI | 0.4038 | 0.7726 | ||||
CULI | 0.3636 | 0.4096 | 0.7724 | |||
ENVI | 0.0004 | 0.000576 | 0.0004 | 0.7141 | ||
QOL | 0.7039 | 0.4019 | 0.2862 | 0.0003 | 0.7304 | |
SFT | 0.664 | 0.2714 | 0.1892 | 0.000169 | 0.64 | 0.8120 |
Regression weights for Direct Effect_
Predictors | Estimates | R2 | Adjusted R2 | F | t-value | Sig. | Results |
---|---|---|---|---|---|---|---|
QOL ← ECOI | .790 | .595 | .595 | 822.070 | 28.672 | .000 | Supported |
QOL ← SCOI | .582 | .352 | .351 | 303.791 | 17.430 | .000 | Supported |
QOL ← CULI | .482 | .251 | .250 | 187.726 | 13.701 | .000 | Supported |
QOL ← ENVI | −0.05 | .001 | .000 | .821 | −.906 | .365 | Rejected |
SFT ← QOL | .878 | .603 | 849.932 | 29.154 | .000 | .603 | Supported |
Respondents’ Profile_
Variable | Category | Frequency | Percentage |
---|---|---|---|
Gender | Male | 384 | 68.4 |
Female | 177 | 31.6 | |
Total | 561 | 100.0 | |
Age | Under 30 | 25 | 4.5 |
31 – 45 | 187 | 33.3 | |
46 – 60 | 177 | 31.6 | |
61 – 75 | 97 | 17.3 | |
above 76 | 75 | 13.4 | |
Total | 561 | 100.0 | |
Education | Below Matriculation | 127 | 22.6 |
Matriculation | 87 | 15.5 | |
Intermediate | 90 | 16.0 | |
Graduation | 138 | 24.6 | |
Masters | 99 | 17.6 | |
MS/M.Phil. | 3 | .5 | |
Doctorate | 17 | 3.0 | |
Total | 561 | 100.0 | |
Occupation Status | Retired/agribusiness | 59 | 10.5 |
Businessman | 109 | 19.4 | |
Govt. job | 65 | 11.6 | |
Pvt. Job | 204 | 36.4 | |
Tourism business | 112 | 20.0 | |
Articrafts | 12 | 2.1 | |
Total | 561 | 100.0 | |
Monthly Income | 20000 or less | 186 | 33.2 |
20001 – 40000 | 152 | 27.1 | |
40001 – 60000 | 84 | 15.0 | |
60001 – 80000 | 53 | 9.4 | |
80001 – 100000 | 28 | 5.0 | |
over 100000 | 58 | 10.3 | |
Total | 561 | 100.0 | |
Overall | 0% | 70 | 12.5 |
Household | 1% – 30% | 405 | 72.2 |
Income from | 31% – 60% | 72 | 12.8 |
Tourism | 61% – 90% | 14 | 2.5 |
Total | 561 | 100.0 | |
Years of Residency in Hunza Valley | 15 years or less | 75 | 13.4 |
16 – 30 | 323 | 57.6 | |
31 – 45 | 138 | 24.6 | |
46 – 60 | 20 | 3.6 | |
above 61 | 5 | .9 | |
Total | 561 | 100.0 |
Convergent Validity_
Variables | No. of items | AVE (%) | AVE |
---|---|---|---|
ECOI | 8 | 50.369 | 0.7097 |
SOCI | 6 | 59.700 | 0.7726 |
CULI | 7 | 59.667 | 0.7724 |
ENVI | 5 | 50.994 | 0.7141 |
QOL | 22 | 53.363 | 0.7304 |
SFT | 6 | 65.942 | 0.8120 |
Correlation Analysis_
QOL_AVG | SFT_AVG | ||
---|---|---|---|
ECOI_AVG | Pearson Correlation | .772** | .660** |
Sig. (2-tailed) | .000 | .000 | |
N | 561 | 561 | |
SOCI_AVG | Pearson Correlation | .593** | .520** |
Sig. (2-tailed) | .000 | .000 | |
N | 561 | 561 | |
CULI_AVG | Pearson Correlation | .501** | .432** |
Sig. (2-tailed) | .000 | .000 | |
N | 561 | 561 | |
ENVI_AVG | Pearson Correlation | −.038* | .051 |
Sig. (2-tailed) | .365 | .714 | |
N | 561 | 561 | |
QOL_AVG | Pearson Correlation | - | .777** |
Sig. (2-tailed) | - | .000 | |
N | - | 561 |
Pearson Correlations for Multicollinearity_
ECOI_AVG | SOCI_AVG | CULI_AVG | ENVI_AVG | |
---|---|---|---|---|
ECOI_AVG | 1 | .615 | .567 | .014 |
SOCI_AVG | .615 | 1 | .639 | .052 |
CULI_AVG | .567 | .639 | 1 | .018 |
ENVI_AVG | .014 | .052 | .018 | 1 |