, Yeong Gug Kim2),†
1)Assistant Professor, Department of Tourism & Hotel Management, College of Humanities & Social Sciences, Sun Moon University, Asan, Korea
2)Professor, Department of Tourism Administration, College of Business Administration, Kangwon National University, Chuncheon, Korea
© 2026 The Korean Society of Community Nutrition
This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
There are no financial or other issues that might lead to a conflict of interest.
FUNDING
None.
DATA AVAILABILITY
Research data are available upon request to the corresponding author.
| F1 | F2 | F3 | F4 | F5 | F6 | F7 | Mean ± SD | |
|---|---|---|---|---|---|---|---|---|
| F1 | 0.824*1) | 3.71 ± 0.44 | ||||||
| F2 | 0.196 | 0.774* | 3.81 ± 0.80 | |||||
| F3 | 0.163 | –0.121 | 0.773* | 3.46 ± 0.80 | ||||
| F4 | –0.116 | –0.053 | –0.476 | 0.686* | 3.48 ± 0.85 | |||
| F5 | –0.045 | –0.037 | –0.386 | 0.487 | 0.687* | 3.21 ± 0.77 | ||
| F6 | –0.186 | 0.057 | 0.487 | 0.558 | 0.422 | 0.614* | 3.76 ± 1.02 | |
| F7 | –0.104 | 0.155 | 0.301 | 0.402 | 0.334 | 0.515 | 0.797* | 3.87 ± 0.98 |
| Paths | Estimate | Critical ratio | Result | |
|---|---|---|---|---|
| H1 | Perceived risks → Perceived severity | 0.224 | 2.78** | Accepted |
| H2 | Perceived risks → Perceived vulnerability | 0.222 | 2.75** | Accepted |
| H3 | Perceived risks → Response efficacy | –0.173 | –2.12* | Accepted |
| H4 | Perceived risks → Self-efficacy | –0.084 | –1.01 | Reject |
| H5 | Perceived severity → Protection motivation | 0.167 | 2.46* | Accepted |
| H6 | Perceived vulnerability → Protection motivation | 0.326 | 3.97*** | Accepted |
| H7 | Response efficacy → Protection motivation | 0.512 | 6.13*** | Accepted |
| H8 | Self-efficacy → Protection motivation | 0.184 | 2.29* | Accepted |
| H9 | Protection motivation → Purchase intention | 0.545 | 6.36*** | Accepted |
| Variable | Value |
|---|---|
| Sex | |
| Male | 95 (45.0) |
| Female | 116 (55.0) |
| Age (year) | |
| Younger than 25 | 42 (19.9) |
| 25–34 | 89 (42.2) |
| 35–44 | 41 (19.4) |
| 45–54 | 30 (14.2) |
| ≥ 55 | 9 (4.3) |
| Education | |
| High school | 31 (14.7) |
| Undergraduate degree | 103 (48.8) |
| Postgraduate degree | 61 (28.9) |
| Others | 16 (7.6) |
| Factors and items | Standard loadings | t-values | CR | AVE |
|---|---|---|---|---|
| F1: Perceived risks | 0.932 | 0.824 | ||
| I believe that upcycled foods may involve potential quality risks | 0.825 | Fixed | ||
| I am concerned about the safety of foods produced using upcycled ingredients | 0.806 | 9.260 | ||
| The production process of upcycled foods seems uncertain to me | 0.609 | 8.097 | ||
| F2: Perceived severity | 0.911 | 0.774 | ||
| If upcycled foods were unsafe, the consequences for health would be serious | 0.873 | Fixed | ||
| Health problems caused by unsafe upcycled foods would be severe | 0.859 | 14.863 | ||
| Consuming unsafe upcycled foods could result in serious long-term health effects | 0.831 | 14.176 | ||
| F3: Perceived vulnerability | 0.911 | 0.773 | ||
| I believe that I could be personally affected if upcycled foods were unsafe | 0.894 | Fixed | ||
| I feel vulnerable to potential health risks associated with upcycled foods | 0.878 | 13.845 | ||
| If problems exist in upcycled foods, I think they could affect me directly | 0.784 | 13.666 | ||
| F4: Response efficacy | 0.868 | 0.686 | ||
| Choosing certified upcycled foods is an effective way to reduce potential risks | 0.859 | Fixed | ||
| Clear labeling and safety information can effectively address concerns about upcycled foods | 0.835 | 13.016 | ||
| Proper regulation and quality control make upcycled foods safe to consume | 0.790 | 12.697 | ||
| F5: Self-efficacy | 0.869 | 0.687 | ||
| I am confident in my ability to evaluate the safety of upcycled foods | 0.819 | Fixed | ||
| I can understand labels and information related to upcycled food products | 0.776 | 11.051 | ||
| I am capable of selecting upcycled foods that meet safety and quality standards | 0.774 | 10.669 | ||
| F6: Protection motivation | 0.826 | 0.614 | ||
| I am motivated to make careful and informed choices when purchasing upcycled foods | 0.815 | Fixed | ||
| I intend to manage potential risks when considering upcycled food products | 0.769 | 10.051 | ||
| I feel motivated to choose upcycled foods that are safe and trustworthy | 0.697 | 9.637 | ||
| F7: Purchase intention | 0.922 | 0.797 | ||
| I intend to purchase upcycled foods in the future | 0.967 | Fixed | ||
| I would consider buying upcycled foods if they meet safety standards | 0.881 | 21.029 | ||
| I would choose upcycled foods when I believe the risks are properly managed | 0.847 | 16.978 |
| F1 | F2 | F3 | F4 | F5 | F6 | F7 | Mean ± SD | |
|---|---|---|---|---|---|---|---|---|
| F1 | 0.824 |
3.71 ± 0.44 | ||||||
| F2 | 0.196 | 0.774 |
3.81 ± 0.80 | |||||
| F3 | 0.163 | –0.121 | 0.773 |
3.46 ± 0.80 | ||||
| F4 | –0.116 | –0.053 | –0.476 | 0.686 |
3.48 ± 0.85 | |||
| F5 | –0.045 | –0.037 | –0.386 | 0.487 | 0.687 |
3.21 ± 0.77 | ||
| F6 | –0.186 | 0.057 | 0.487 | 0.558 | 0.422 | 0.614 |
3.76 ± 1.02 | |
| F7 | –0.104 | 0.155 | 0.301 | 0.402 | 0.334 | 0.515 | 0.797 |
3.87 ± 0.98 |
| Paths | Estimate | Critical ratio | Result | |
|---|---|---|---|---|
| H1 | Perceived risks → Perceived severity | 0.224 | 2.78 |
Accepted |
| H2 | Perceived risks → Perceived vulnerability | 0.222 | 2.75 |
Accepted |
| H3 | Perceived risks → Response efficacy | –0.173 | –2.12 |
Accepted |
| H4 | Perceived risks → Self-efficacy | –0.084 | –1.01 | Reject |
| H5 | Perceived severity → Protection motivation | 0.167 | 2.46 |
Accepted |
| H6 | Perceived vulnerability → Protection motivation | 0.326 | 3.97 |
Accepted |
| H7 | Response efficacy → Protection motivation | 0.512 | 6.13 |
Accepted |
| H8 | Self-efficacy → Protection motivation | 0.184 | 2.29 |
Accepted |
| H9 | Protection motivation → Purchase intention | 0.545 | 6.36 |
Accepted |
n (%).
Goodness-of-fit indexes: chi-square value (df) = 243.091 (168); chi-square/df = 1.45; GFI = 0.940; AGFI = 0.868; NFI = 0.912; CFI = 0.970; RMSEA = 0.046. CR, construct reliability; AVE, average variance extracted.
F1, perceived risks; F2, perceived severity; F3, perceived vulnerability; F4, response efficacy; F5, self-efficacy; F6, protection motivation; F7, purchase intention. AVE, the scores range from 1 to 5. All correlations are significant at the 0.01 level or better.
Goodness-of-fit indexes: chi-square value (df) = 333.424 (179), chi-square/df = 1.86, GFI = 0.873, AGFI = 0.836, NFI = 0.879, CFI = 0.939, RMSEA = 0.064.
