| Literature DB >> 35206321 |
Jian Yang1, Jian Ming Luo2, Rui Yao1.
Abstract
The recovery of the tourism industry is an important issue that has attracted much attention during the COVID-19 pandemic. Sustainable and safe festival tourism is considered an effective way of aiding in the recovery of the industry. A face-to-face survey of participants in the Guangzhou Hanfu Festival was conducted to examine the relationship between fears of COVID-19, perceived risks, perceptual evaluations, festival attitudes, behavioral intentions, and crowding during this difficult time. Results clarified how fear affects behavioral intentions in festival research, and the mediation role of perceived risk and the moderation role of crowding was confirmed. A timely set of recommendations was provided to festival operators and local governments.Entities:
Keywords: COVID-19; behavioral intention; crowding; fear; festival attitude; perceived risk; perceptual evaluation
Mesh:
Year: 2022 PMID: 35206321 PMCID: PMC8871788 DOI: 10.3390/ijerph19042133
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Conceptual framework.
Measurement Items and Study Constructs.
| Constructs | Measurement Items | Previous Study |
|---|---|---|
| Fear of COVID-19 | FCV1: I am most afraid of the novel coronavirus. | Ahorsu, Lin, Imani, Saffari, Griffiths and Pakpour [ |
| Perceived Risk | PRK1: Given the current situation, I prefer to avoid attending large festival activities. | Karl [ |
| Festival Attitude | FA1: Hanfu Festival is useful. | Rather [ |
| Perceptual Evaluation | PE1: Hanfu Festival made Guangzhou more attractive as a tourist destination. | Ross [ |
| Behavioral Intention | BI1: I will recommend the Hanfu Festival to others. | Chen and Tsai [ |
| Crowding (CD) | CD1: People are very close to me in the Hanfu Festival area. | Yin, Cheng, Bi and Ni [ |
Descriptive summary of sociodemographic profile.
| Demographic | Categories | Frequency | Percentage |
|---|---|---|---|
| Gender | Male | 174 | 48.6% |
| Female | 184 | 51.4% | |
| Age | 18–30 | 224 | 62.6% |
| 31–40 | 112 | 31.3% | |
| 41–50 | 16 | 4.5% | |
| 51–60 | 4 | 1.1% | |
| Over 60 | 2 | 0.5% | |
| Education | High school or below | 59 | 16.5% |
| Diploma | 105 | 29.3% | |
| Undergraduates | 175 | 48.9% | |
| Graduates or above | 19 | 5.3% | |
| Income | RMB 5000 or below | 91 | 25.4% |
| RMB 5001–10,000 | 140 | 39.1% | |
| RMB 10,001–20,000 | 102 | 28.5% | |
| RMB 20,001–30,000 | 19 | 5.3% | |
| RMB 30,001 or above | 6 | 1.7% |
Result of reliability and convergent validity.
| Constructs | Measured Item | Factor Loading | Cronbach’s Alpha | CR | AVE |
|---|---|---|---|---|---|
| Fear of COVID-19 (FCV) | 0.824 | 0.876 | 0.586 | ||
| FCV1 | 0.782 | ||||
| FCV2 | 0.746 | ||||
| FCV3 | 0.753 | ||||
| FCV4 | 0.751 | ||||
| FCV5 | 0.793 | ||||
| Perceived Risk (PRK) | 0.763 | 0.862 | 0.675 | ||
| PRK1 | 0.833 | ||||
| PRK2 | 0.827 | ||||
| PRK3 | 0.806 | ||||
| Festival Attitude (FA) | 0.874 | 0.913 | 0.726 | ||
| FA1 | 0.838 | ||||
| FA2 | 0.895 | ||||
| FA3 | 0.856 | ||||
| FA4 | 0.815 | ||||
| Perceptual Evaluation (PE) | 0.871 | 0.921 | 0.795 | ||
| PE1 | 0.907 | ||||
| PE2 | 0.900 | ||||
| PE3 | 0.867 | ||||
| Behavioral Intention (BI) | 0.888 | 0.93 | 0.817 | ||
| BI1 | 0.893 | ||||
| BI2 | 0.913 | ||||
| BI3 | 0.906 | ||||
| Crowding (CD) | 0.882 | 0.907 | 0.711 | ||
| CD1 | 0.926 | ||||
| CD2 | 0.856 | ||||
| CD3 | 0.793 | ||||
| CD4 | 0.791 |
Fornell–Larcker criterion and HTMT analysis.
| FCV | PRK | FA | PE | BI | CD | |
|---|---|---|---|---|---|---|
| Fear of COVID-19 (FCV) |
| 0.647 | 0.244 | 0.394 | 0.273 | 0.197 |
| Perceived Risk (PRK) | 0.534 |
| 0.084 | 0.085 | 0.074 | 0.160 |
| Festival Attitude (FA) | 0.213 | 0.058 |
| 0.741 | 0.836 | 0.175 |
| Perceptual Evaluation (PE) | 0.337 | 0.053 | 0.66 |
| 0.821 | 0.167 |
| Behavioral intention (BI) | 0.228 | 0.02 | 0.745 | 0.725 |
| 0.092 |
| Crowding (CD) | 0.182 | 0.025 | −0.024 | 0.198 | 0.067 |
|
Note: Bold fonts are the square root of the AVE. The values above the bold fonts are the HTMT ratios. The values below the bold fonts are estimated correlations.
R2 and Q2.
| Latent Variable | R2 | Q2 |
|---|---|---|
| Festival Attitude | 0.504 | 0.348 |
| Perceived Risk | 0.293 | 0.182 |
| Perceptual Evaluation | 0.268 | 0.196 |
| Revisit Intention | 0.651 | 0.525 |
Results of hypotheses analysis.
| Hypothesis and Paths | β-Values | t-Values | f-Square | VIF | Result | |
|---|---|---|---|---|---|---|
| 0.537 | 15.034 | 0.000 | 0.405 | 1.000 | Accept | |
| 0.357 | 6.276 | 0.000 | 0.117 | 1.480 | Accept | |
| 0.010 | 0.200 | 0.841 | 0.000 | 1.656 | Reject | |
| −0.158 | 2.652 | 0.008 | 0.024 | 1.416 | Accept | |
| 0.010 | 0.184 | 0.854 | 0.000 | 1.451 | Reject | |
| 0.602 | 14.331 | 0.000 | 0.543 | 1.355 | Accept | |
| 0.413 | 7.926 | 0.000 | 0.276 | 1.773 | Accept | |
| 0.472 | 9.081 | 0.000 | 0.360 | 1.773 | Accept | |
| −0.032 | 0.484 | 0.628 | 0.004 | 1.021 | Reject | |
| −0.301 | 6.599 | 0.000 | 0.159 | 1.016 | Accept | |
| −0.129 | 4.735 | 0.000 | 0.090 | 1.163 | Accept | |
Figure 2Results of the hypotheses (Note: *** p value < 0.001;** p value < 0.01).
Figure 3Simple slope test.
Results of the mediation tests.
| Paths | Coefficient | t-Values | Decision | |
|---|---|---|---|---|
|
| ||||
| −0.093 | 2.614 | 0.009 | Accept | |
|
| ||||
| 0.215 | 5.704 | 0.000 | Accept | |
|
| ||||
| −0.024 | 2.458 | 0.014 | Accept | |
|
| ||||
| −0.035 | 2.368 | 0.018 | Accept | |
|
| ||||
| 0.101 | 5.071 | 0.000 | Accept | |
|
| ||||
| 0.147 | 4.588 | 0.000 | Accept | |