Figure 1:

Figure 2:

Figure 3:

Values of PLS Algorithm
| Hypothesis | Structural Path | VIF | f2 | R2 | R2 adjusted |
|---|---|---|---|---|---|
| H1 | Value Co-creation → Delight | 1.000 | 1.186 | 0.543 | 0.540 |
| H2 | Value Co-creation → Satisfaction | 1.000 | 0.889 | 0.471 | 0.468 |
| H3 | Delight → Loyalty | 2.486 | 0.057 | 0.785 | 0.783 |
| H4 | Satisfaction → Loyalty | 2.486 | 1.038 |
Sample sociodemographics
| Frequency | % | |
|---|---|---|
| Gender | ||
| Male | 50 | 28.1 |
| Female | 128 | 71.9 |
| Age | ||
| 18–24 years | 17 | 9.6 |
| 25–34 years | 30 | 16.9 |
| 35–44 years | 47 | 26.4 |
| 45–54 years | 69 | 38.8 |
| 55–64 years | 14 | 7.9 |
| 65 or more years | 1 | 0.6 |
| Highest Level of Education | ||
| Ninth grade completed | 4 | 2.2 |
| Secondary school completed | 24 | 13.5 |
| Bachelor's Degree/Undergraduate Degree | 80 | 44.9 |
| Postgraduate Studies/MBA/Master's Degree/Doctorate | 70 | 39.3 |
| Marital Status | ||
| Married/Common-law marriage | 115 | 64.6 |
| Divorced | 11 | 6.2 |
| Single | 51 | 28.7 |
| Widowed | 1 | 0.6 |
| Occupation | ||
| Student | 14 | 7.9 |
| Retired | 1 | 0.6 |
| Employee | 138 | 77.5 |
| Self-employed | 25 | 14.0 |
| Monthly Net Income (individual) | ||
| Less than 760 euros | 7 | 4.4 |
| 760-999 | 32 | 20.3 |
| 1000 -1249 | 38 | 24.1 |
| 1250 -1499 | 35 | 22.2 |
| 1500-1749 | 13 | 8.2 |
| 1750 or more | 33 | 20.9 |
| District of residence | ||
| Braga | 20 | 11.2 |
| Bragança | 42 | 23.6 |
| Lisboa | 20 | 11.2 |
| Porto | 19 | 10.7 |
| Vila Real | 49 | 27.5 |
| Others | 28 | 15.7 |
Internal consistency, AVE, and Fornell Larcker criteria
| Latent Variable | Cronbach's Alpha | Composite Reliability | AVE | Latent Variable | HTMT | |||
|---|---|---|---|---|---|---|---|---|
| >0,70 | >0,70 | >0.50 | Delight | Loyalty | Satisfaction | Value cocreation | HTMT confidence interval does not include one | |
| Delight | 0,91 | 0,93 | 0,69 | 0,831 | Yes | |||
| Loyalty | 0,93 | 0,96 | 0,88 | 0,750 | 0,937 | Yes | ||
| Satisfaction | 0,96 | 0,97 | 0,89 | 0,773 | 0,879 | 0,944 | Yes | |
| Value co-creation | 0,95 | 0,95 | 0,65 | 0,737 | 0,649 | 0,686 | 0,808 | Yes |
j_ejthr-2024-0016_atab_001
| Variable Item | Item description | Based on |
|---|---|---|
| DART (Dialogue, Access, Risk, Transparency) | ||
| Dialogue |
| Albinsson et al. (2016); González-Mansilla et al. (2019); González-Mansilla et al. (2023); Prahalad & Ramaswamy (2004) |
| Access |
| |
| Risk |
| |
| Transparency |
| |
| Customer delight |
| Finn (2005); Kim et al. (2015) |
| Customer satisfaction |
| Ali et al. (2018); Westbrook & Oliver (1991) |
| Customer loyalty |
| Ali et al. (2018); Kao et al. (2008) |
Type of accommodation
| Accommodation | Frequency | % |
|---|---|---|
| Hotel, aparthotel, or inn | 106 | 59.6 |
| Rural tourism (country house, agrotourism, rural hotel) | 16 | 9.0 |
| Local accommodation | 15 | 8.4 |
| Home tourism | 14 | 7.9 |
| Tourist apartment | 12 | 6.7 |
| Tourist complex (resort) | 8 | 4.5 |
| Tourist resort | 4 | 2.2 |
| Camping and caravan park | 3 | 1.7 |
Hypotheses test and general model values
| Hypothesis | Structural Path | Structural Coefficient (β) | Standard deviation | t-test | P value | Hypothesis test |
|---|---|---|---|---|---|---|
| H1 | Value Co-creation → Delight | 0.737 | 0.042 | 17.575 | 0.000 | Supported* |
| H2 | Value Co-creation → Satisfaction | 0.686 | 0.046 | 14.819 | 0.000 | Supported * |
| H3 | Delight → Loyalty | 0.174 | 0.063 | 2.743 | 0.006 | Supported ** |
| H4 | Satisfaction → Loyalty | 0.745 | 0.065 | 11.517 | 0.000 | Supported * |