| Literature DB >> 27375989 |
N L Jamaludin1, D L Sam1, G M Sandal1, A A Adam2.
Abstract
What are the factors that predict international students' destination-loyalty intention? This is the main question this paper addresses, using an online survey among 396 (short-term, N = 182) and (long-term, N = 214) international students at a Norwegian university. Structural equation model-AMOS was conducted to examine relationships among personal values, subjective well-being and destination-loyalty intentions. The results showed that: (1) universalism was positively related to subjective well-being for short-term students; and (2) subjective well-being was positively related to destination-loyalty intention for all groups. We found that relatively stable and happy individuals might be important for ensuring destination-loyalty intentions. Results also indicated that personal values that emphasize justice and equity are also important for short-term international students' well-being.Entities:
Keywords: Destination-loyalty intention; Personal values; Subjective well-being
Year: 2016 PMID: 27375989 PMCID: PMC4908092 DOI: 10.1186/s40064-016-2439-3
Source DB: PubMed Journal: Springerplus ISSN: 2193-1801
Demographic profile of respondents
| Long-term | Short-term | ||||
|---|---|---|---|---|---|
|
| % |
| % | ||
| Female | 103 | 48.1 | Female | 122 | 67.0 |
| Male | 111 | 51.9 | Male | 60 | 33.0 |
| Total | 214 | 100.0 | Total | 182 | 100.0 |
| 20–30 years | 144 | 67.3 | 20–30 years | 171 | 94.0 |
| 31–40 years | 58 | 27.1 | 31–40 years | 10 | 5.5 |
| 41–50 years | 10 | 4.7 | 41–50 years | 1 | 0.5 |
| Above 50 years | 2 | 0.9 | Above 50 years | 0 | 0.0 |
| Total | 214 | 100.0 | Total | 182 | 100.0 |
| West Europe | 23 | 10.7 | West Europe | 125 | 68.7 |
| East Europe | 18 | 8.4 | East Europe | 45 | 24.7 |
| Latin America | 22 | 10.3 | English-speaking | 9 | 4.9 |
| English-speaking | 25 | 11.7 | Asia | 3 | 1.6 |
| Asia | 38 | 17.8 | |||
| Africa and Middle East | 88 | 41.1 | |||
| Total | 214 | 100.0 | Total | 182 | 100.0 |
Descriptive statistics for the variables
| Long term | Short term | |||
|---|---|---|---|---|
| Mean | Std. deviation | Mean | Std. deviation | |
| Destination-loyalty intention | 4.08 | 0.79 | 4.17 | 0.70 |
| Values—benevolence | 4.85 | 0.81 | 4.64 | 0.61 |
| Values—self-direction | 4.99 | 0.68 | 4.95 | 0.65 |
| Values—stimulation | 4.44 | 1.00 | 4.28 | 1.01 |
| Values—achievement | 4.26 | 1.11 | 4.00 | 1.11 |
| Values—universalism | 5.01 | 0.69 | 4.84 | 0.68 |
| Subjective well-being | 4.93 | 1.51 | 4.87 | 1.33 |
CFA of measurement model
| Measurement model | Desired model | |
|---|---|---|
| Long-term | ||
| Chi squared | 425.74 ( |
|
|
| – | |
| GFI | 0.85 | ≥0.90 |
| RMSEA | 0.06 | ≤0.07 |
| TLI | 0.88 | ≥0.90 |
| CFI | 0.90 | ≥0.90 |
| Short-term | ||
| Chi squared | 216.07 ( |
|
|
| – | |
| GFI | 0.89 | ≥0.90 |
| RMSEA | 0.06 | ≤0.07 |
| TLI | 0.90 | ≥0.90 |
| CFI | 0.92 | ≥0.90 |
Validity and reliability analysis
| Long-term | Short-term | |||||||
|---|---|---|---|---|---|---|---|---|
| Factor loadings | AVE | CR | Cronbach alpha | Factor loadings | AVE | CR | Cronbach alpha | |
| Destination-loyalty intention | 0.77 | 0.73 | 0.84 | 0.75 | 0.78 | 0.66 | 0.79 | 0.68 |
| 0.93 | 0.84 | |||||||
| Values—self direction | 0.62 | 0.34 | 0.67 | 0.67 | 0.67 | 0.52 | 0.68 | 0.63 |
| 0.60 | 0.77 | |||||||
| 0.55 | ||||||||
| 0.56 | ||||||||
| Values—universalism | 0.59 | 0.42 | 0.78 | 0.77 | 0.80 | 0.46 | 0.77 | 0.76 |
| 0.58 | 0.66 | |||||||
| 0.51 | 0.53 | |||||||
| 0.78 | 0.69 | |||||||
| 0.75 | ||||||||
| Values—stimulation | 0.71 | 0.41 | 0.69 | 0.68 | 0.69 | 0.53 | 0.77 | 0.77 |
| 0.62 | 0.72 | |||||||
| 0.62 | 0.78 | |||||||
| Values—benevolence | 0.80 | 0.48 | 0.78 | 0.74 | 0.71 | 0.49 | 0.66 | 0.47 |
| 0.59 | 0.69 | |||||||
| 0.82 | ||||||||
| 0.52 | ||||||||
| Values—achievement | 0.69 | 0.55 | 0.83 | 0.82 | 0.72 | 0.61 | 0.86 | 0.86 |
| 0.85 | 0.83 | |||||||
| 0.73 | 0.77 | |||||||
| 0.68 | 0.79 | |||||||
| Subjective well-being | 0.43 | 0.59 | 0.78 | 0.38 | 0.55 | 0.78 | ||
| Life satisfaction | 0.51 | 0.57 | ||||||
| Affect | 0.77 | 0.66 | ||||||
Discriminant validity test
| DLI | SD | U | S | B | A | SWB | |
|---|---|---|---|---|---|---|---|
| Long-term | |||||||
| DLI | 0.854 | ||||||
| SD | 0.048 | 0.583 | |||||
| U | 0.050 | 0.714 | 0.650 | ||||
| S | 0.068 | 0.886 | 0.508 | 0.651 | |||
| B | 0.048 | 0.728 | 0.874 | 0.586 | 0.695 | ||
| A | 0.055 | 0.518 | 0.383 | 0.588 | 0.428 | 0.741 | |
| SWB | 0.215 | 0.222 | 0.231 | 0.318 | 0.226 | 0.255 | 0.653 |
| Short-term | |||||||
| DLI | 0.811 | ||||||
| SD | 0.149 | 0.722 | |||||
| U | 0.110 | 0.091 | 0.677 | ||||
| S | 0.068 | 0.333 | 0.257 | 0.731 | |||
| B | 0.728 | 0.205 | 0.546 | 0.387 | 0.700 | ||
| A | 0.066 | 0.374 | −0.149 | 0.312 | 0.069 | 0.779 | |
| SWB | 0.241 | 0.068 | 0.331 | 0.204 | 0.331 | 0.198 | 0.617 |
DLI destination-loyalty intention, SD value—self-direction, U value—universalism, S value—stimulation, B value—benevolence, A value—achievement, SWB subjective well-being
Fig. 1Proposed model on the relationship between values (self-direction, benevolence, universalism, stimulation, achievement) and subjective well-being (life satisfaction, positive affect and negative affect) and their influence on destination-loyalty intention for short-term students. The significant results are depicted in bold
Fig. 2Proposed model on the relationship between values (self-direction, benevolence, universalism, stimulation, achievement) and subjective well-being (life satisfaction, positive affect and negative affect) and their influence on destination-loyalty intention for long-term students. The significant results are depicted in bold