Recreational Fishery Environmental Suggestions of Sandu Island, Ningde, Fujian Province Based on KANO Model and Expert Verification
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Study Design
2.3. Questionnaire Design and Data Collection
2.4. Service Quality Attributes for Recreational Fisheries
2.5. Kano Model
2.6. The Better–Worse Index Method
2.7. Reliability and Validity
2.7.1. Reliability
2.7.2. Validity
2.8. Expert Verification
3. Results
3.1. Analysis of Tourists
3.2. Tourist Satisfaction Analysis
3.3. Expert Verification
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Sandu Island Recreational Fisheries Satisfaction Questionnaire
Part 1. Socio-Demographic Characteristics of Tourists | |
---|---|
Gender |
|
Age |
|
Education level |
|
Habitual residence |
|
Occupation |
|
Monthly income level |
|
Like | Must Be | Neutral | Live-with | Dislike | ||
---|---|---|---|---|---|---|
Transportation | If Sandu Island has convenient transportation, how would you feel? | |||||
If Sandu Island doesn’t have convenient transportation, how would you feel? | ||||||
If Sandu Island has comfortable transportation, how would you feel? | ||||||
If Sandu Island doesn’t have comfortable transportation, how would you feel? | ||||||
Food and Accommodation | If Sandu Island has catering with a wide variety and reasonable prices, how would you feel? | |||||
If Sandu Island doesn’t have catering with a wide variety and reasonable prices, how would you feel? | ||||||
If Sandu Island provides fishery specialty catering, how would you feel? | ||||||
If Sandu Island doesn’t provide fishery specialty catering, how would you feel? | ||||||
If Sandu Island has sanitary and comfortable accommodation with reasonable prices | ||||||
If Sandu Island doesn’t have sanitary and comfortable accommodation with reasonable prices, how would you feel? | ||||||
If Sandu Island has accommodation facilities with fisherman characteristics, how would you feel? | ||||||
If Sandu Island doesn’t have accommodation facilities with fisherman characteristics, how would you feel? | ||||||
Marine fishery environment | If Sandu Island has modern and adequate infrastructure, how would you feel? | |||||
If Sandu Island doesn’t have modern and adequate infrastructure, how would you feel? | ||||||
If Sandu Island has clean and hygienical marine fishery environment, how would you feel? | ||||||
If Sandu Island doesn’t have clean and hygienical marine fishery environment, how would you feel? | ||||||
Landscape | if Sandu Island’ landscape was well protected and maintained, how would you feel? | |||||
if Sandu Island’ landscape was not well protected and maintained, how would you feel? | ||||||
If Sandu Island has cunique and attractive landscape, how would you feel? | ||||||
If Sandu Island doesn’t have cunique and attractive landscape, how would you feel? | ||||||
If Sandu Island has reasonable arrangement of tourist routes, how would you feel? | ||||||
If Sandu Island doesn’t have reasonable arrangement of tourist routes, how would you feel? | ||||||
Fishing activities | If Sandu Island has rich and diverse fishing activities, how would you feel? | |||||
If Sandu Island doesn’t have rich and diverse fishing activities, how would you feel? | ||||||
If Sandu Island has highly participatory fishing activities, how would you feel? | ||||||
If Sandu Island doesn’t have highly participatory fishing activities, how would you feel? | ||||||
If Sandu Island has rich variety of tourist souvenirs/seafood specialties, how would you feel? | ||||||
If Sandu Island doesn’t have rich variety of tourist souvenirs/seafood specialties, how would you feel? | ||||||
Staff Services | If Sandu Island has friendly and enthusiastic staff, how would you feel? | |||||
If Sandu Island doesn’t have friendly and enthusiastic staff, how would you feel? | ||||||
If Sandu Island has strong staff handling skills, how would you feel? | ||||||
If Sandu Island doesn’t have strong staff handling skills, how would you feel? | ||||||
If Sandu Island has dedicated instructors, how would you feel? | ||||||
If Sandu Island doesn’t have dedicated instructors, how would you feel? | ||||||
Security | If Sandu Island has safety and hygiene food, how would you feel? | |||||
If Sandu Island doesn’t have safety and hygiene food, how would you feel? | ||||||
If Sandu Island has safety fishing experience activity, how would you feel? | ||||||
If Sandu Island doesn’t have safety fishing experience activity, how would you feel? |
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Primary Indicators | Variable | Secondary Indicators and Attributes |
---|---|---|
Transportation | N1 | Convenient transportation |
N2 | Comfortable transportation | |
Food and Accommodation | N3 | Catering with a wide variety and reasonable prices |
N4 | Provide Fishery Specialty Catering | |
N5 | Sanitary and comfortable accommodation with reasonable prices | |
N6 | Accommodation facilities with fisherman characteristics | |
Marine fishery environment | N7 | Modernization and adequacy of infrastructure |
N8 | Marine fishery environment is clean and hygienic | |
Landscape | N9 | Landscape preservation and maintenance state are intact |
N10 | Landscape is unique and attractive | |
N11 | Reasonable arrangement of tourist routes | |
Fishing activities | N12 | Rich and diverse fishing activities |
N13 | Strong participation in fishing activities | |
N14 | Rich variety of tourist souvenirs/seafood specialties | |
Staff Services | N15 | Friendly and enthusiastic staff |
N16 | Strong staff handling skills | |
N17 | Equipped with dedicated instructors | |
Security | N18 | Food safety and hygiene |
N19 | Fishing experience activity safety |
Attribute Category | Explanation |
---|---|
Must-be quality attributes (M) | Must-be qualities considers whether the product or service is complete [41]. While they do not contribute to customer satisfaction, their absence can cause a high level of dissatisfaction. They are sometimes referred to as basic expectations or basic attributes [43,46]. |
One-dimensional quality attributes (O) | One-dimensional qualities refer to quality that is directly proportional to the level of satisfaction of consumers and vice versa. The level increases with the improvement of the quality of the product/service and vice versa [41]. The attributes are often referred to as performance characteristics [43] or linear properties [46]. |
Indifferent quality attributes (I) | Indifferent qualities refer to the degree of customer satisfaction that does not affect satisfaction [39]. |
Attractive quality attributes (A) | Attractive qualities are often referred to as exciting attributes [46] or motivational attributes [43]. They are unexpected [42,47] and are proportional to customer satisfaction. The absence of these qualities does not upset consumers because they are unforeseeable [48,49,50]. |
Reverse quality attributes I | Reverse qualities are those states that make consumers quite unsatisfied [39]. |
Questionable quality attributes (Q) | Questionable qualities are those that indicate a contradictory or confusing response to a need [49]. |
Service Quality Attributes | Dysfunctional | |||||
---|---|---|---|---|---|---|
Dislike | Live-with | Neutral | Must-Be | Like | ||
Function | Dislike | Q | R | R | R | R |
Live-with | M | I | I | I | R | |
Neutral | M | I | I | I | R | |
Must-be | M | I | I | I | R | |
Like | O | A | A | A | Q |
Cronbach α Coefficient of Function Question | Cronbach α Coefficient of Dysfunction Question |
---|---|
0.981 | 0.985 |
KMO and Bartlett’s Test | |||
---|---|---|---|
Question Items | Function Question | Dysfunction Question | |
KMO value | 0.847 | 0.880 | |
Bartlett´s test of sphericity | Approximate chi-square | 1728.682 | 5097.688 |
df | 171 | 171 | |
p value | 0.000 | 0.000 |
Participants | Gender | Age | Occupation |
---|---|---|---|
A | Male | 50’s | Professor of recreational fisheries research |
B | Female | 20’s | Master’s degree in recreational fisheries research |
C | Female | 30’s | Master’s degree in Marine pasture research |
D | Male | 40’s | Marine environmental monitoring |
E | Male | 50’s | Marine tourism |
Service Indicators | A | O | M | I | R | Q | Better | │Worse│ | Service Quality Attributes |
---|---|---|---|---|---|---|---|---|---|
N1 | 20 | 68 | 68 | 28 | 4 | 36 | 47.83% | 73.91% | Must-be quality |
N2 | 36 | 64 | 52 | 48 | 0 | 24 | 50.00% | 58.00% | Indifferent quality |
N3 | 4 | 108 | 52 | 32 | 4 | 24 | 57.14% | 81.63% | One-dimensional quality |
N4 | 44 | 56 | 24 | 72 | 0 | 28 | 51.02% | 40.82% | Indifferent quality |
N5 | 4 | 92 | 68 | 32 | 4 | 24 | 48.98% | 81.63% | Must-be quality |
N6 | 48 | 52 | 24 | 72 | 4 | 24 | 51.02% | 38.78% | Indifferent quality |
N7 | 24 | 76 | 44 | 52 | 4 | 24 | 51.02% | 61.22% | Must-be quality |
N8 | 4 | 96 | 64 | 32 | 4 | 24 | 51.02% | 81.63% | Must-be quality |
N9 | 20 | 84 | 48 | 52 | 0 | 20 | 50.98% | 64.71% | Must-be quality |
N10 | 44 | 68 | 20 | 68 | 0 | 24 | 56.00% | 44.00% | Attractive quality |
N11 | 16 | 104 | 24 | 56 | 0 | 24 | 60.00% | 64.00% | One-dimensional quality |
N12 | 40 | 64 | 36 | 60 | 4 | 20 | 52.00% | 50.00% | Attractive quality |
N13 | 40 | 68 | 24 | 60 | 8 | 24 | 56.25% | 47.92% | Attractive quality |
N14 | 60 | 44 | 16 | 76 | 8 | 20 | 53.06% | 30.61% | Attractive quality |
N15 | 12 | 84 | 60 | 44 | 4 | 20 | 48.00% | 72.00% | Must-be quality |
N16 | 24 | 72 | 48 | 56 | 4 | 20 | 48.00% | 60.00% | Indifferent quality |
N17 | 36 | 56 | 28 | 80 | 8 | 16 | 46.00% | 42.00% | Indifferent quality |
N18 | 0 | 96 | 56 | 44 | 4 | 24 | 48.98% | 77.55% | Must-be quality |
N19 | 0 | 92 | 52 | 48 | 8 | 24 | 47.92% | 75.00% | Must-be quality |
Service Indicators | Expert A | Expert B | Expert C | Expert D | Expert E | Average | Rank |
---|---|---|---|---|---|---|---|
N1 | 80 | 82 | 75 | 84 | 78 | 79.80 | 12 |
N2 | 80 | 78 | 78 | 75 | 70 | 76.20 | 15 |
N3 | 85 | 88 | 80 | 83 | 85 | 84.20 | 8 |
N4 | 75 | 80 | 80 | 78 | 72 | 77.00 | 14 |
N5 | 70 | 60 | 76 | 83 | 88 | 75.40 | 16 |
N6 | 70 | 62 | 68 | 60 | 78 | 67.60 | 19 |
N7 | 85 | 88 | 80 | 86 | 85 | 84.80 | 7 |
N8 | 90 | 88 | 92 | 90 | 85 | 89.00 | 3 |
N9 | 85 | 90 | 90 | 92 | 95 | 90.40 | 2 |
N10 | 92 | 82 | 86 | 85 | 90 | 87.00 | 5 |
N11 | 70 | 65 | 74 | 65 | 86 | 72.00 | 17 |
N12 | 84 | 90 | 80 | 80 | 82 | 83.20 | 9 |
N13 | 85 | 80 | 88 | 85 | 90 | 85.60 | 6 |
N14 | 70 | 60 | 65 | 65 | 85 | 69.00 | 18 |
N15 | 80 | 80 | 83 | 85 | 84 | 82.40 | 10 |
N16 | 75 | 82 | 80 | 85 | 78 | 80.00 | 11 |
N17 | 85 | 70 | 85 | 70 | 85 | 79.00 | 13 |
N18 | 85 | 82 | 92 | 90 | 90 | 87.80 | 4 |
N19 | 90 | 88 | 90 | 90 | 95 | 90.60 | 1 |
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Wang, C.-R.; Huang, L.-M.; Yu, J.-Y.; Cai, J.-D.; Chu, T.-J. Recreational Fishery Environmental Suggestions of Sandu Island, Ningde, Fujian Province Based on KANO Model and Expert Verification. Water 2023, 15, 3668. https://doi.org/10.3390/w15203668
Wang C-R, Huang L-M, Yu J-Y, Cai J-D, Chu T-J. Recreational Fishery Environmental Suggestions of Sandu Island, Ningde, Fujian Province Based on KANO Model and Expert Verification. Water. 2023; 15(20):3668. https://doi.org/10.3390/w15203668
Chicago/Turabian StyleWang, Chun-Rui, Liang-Min Huang, Jia-Yue Yu, Jian-Di Cai, and Ta-Jen Chu. 2023. "Recreational Fishery Environmental Suggestions of Sandu Island, Ningde, Fujian Province Based on KANO Model and Expert Verification" Water 15, no. 20: 3668. https://doi.org/10.3390/w15203668
APA StyleWang, C.-R., Huang, L.-M., Yu, J.-Y., Cai, J.-D., & Chu, T.-J. (2023). Recreational Fishery Environmental Suggestions of Sandu Island, Ningde, Fujian Province Based on KANO Model and Expert Verification. Water, 15(20), 3668. https://doi.org/10.3390/w15203668