Profiling Tourist Segmentation of Heritage Destinations in Emerging Markets: The Case of Tequila Visitors
Abstract
1. Introduction
2. Literature Review
2.1. The Distinctiveness of Tourism in Emerging Market Destinations
2.2. Segmentation Matters in Tourism Studies
2.3. Methodological Approaches
2.4. The Concept of ‘Involvement’ as a Basis for Segmentation and a Significant Predictor of Tourist Behavior
3. Materials and Methods
3.1. Questionnaire and Sampling Procedure
3.2. Data Collection and Administration
4. Results
4.1. Descriptive Results
4.2. Main Results of K-Means Clustering
Spearman’s Correlation Analysis
5. Discussion
Tourism in World Heritage Destinations: Overcoming the Double Edge Sword
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable(s) | Obs | Mean | Std. Dev. | Min | Max |
---|---|---|---|---|---|
I am highly interested in tequila | 700 | 4.69 | 1.86 | 1 | 7 |
It is pleasant to have a conversation about tequila | 700 | 4.78 | 1.80 | 1 | 7 |
I would like to know more about tequila | 700 | 5.34 | 1.73 | 1 | 7 |
I would like to know more about the agave landscape | 700 | 5.43 | 1.76 | 1 | 7 |
The choice of which tequila I buy is an important decision | 700 | 4.93 | 2.10 | 1 | 7 |
I consider tequila to be a central part of my lifestyle | 700 | 3.53 | 2.14 | 1 | 7 |
To me, drinking tequila is a pleasant experience | 700 | 4.35 | 2.11 | 1 | 7 |
Socialization | 700 | 4.52 | 2.03 | 1 | 7 |
I compare the characteristics of the different tequila brands | 700 | 4.46 | 2.15 | 1 | 7 |
I consider there are major differences among the tequila brands | 700 | 4.94 | 2.08 | 1 | 7 |
I have a favorite tequila brand | 700 | 4.37 | 2.34 | 1 | 7 |
I have an interest in the alcoholic beverage world | 700 | 4.11 | 2.24 | 1 | 7 |
Tequila tourism has been one of my primary goals over the last few years | 700 | 3.94 | 2.12 | 1 | 7 |
Tequila tourism has been one of my secondary goals over the last few years | 700 | 3.6 | 2.06 | 1 | 7 |
Characteristics | Low Involvement | High Involvement |
---|---|---|
Income (monthly) | Medium (MXN 12,001 to 16,800): 21% Low-medium (MXN 7201 to 12,000): 19% Low (less than MXN 7200): 17% | Medium: 16% Low-medium: 18% Low: 16% |
Education | Licenciatura: 42% vs. High school: 21% | Licenciatura: 39% vs. High school: 21% |
Age | 18–29 years old: 44.8% 30–39 years old: 20.7% | 18–29 years old: 53.3% 30–39 years old: 21.4% |
Gender | Men: 37% vs. Women: 63% | Men: 50% vs. Women: 50% |
Civil status | Married: 29% vs. Single: 68% | Married: 25% vs. Single: 70% |
Travel partners | Family: 52% Friends: 20.7% | Family: 46% Friends: 35% |
Foreign visitors | 5.5% | 7.3% |
Job or occupation | Student: 42% Private company: 20.7% | Student: 40% Private company: 28% |
Residence | Other Mexican states: 59.3% Zone Metropolitan Guadalajara: 19% | Other Mexican states: 45.9% Zone Metropolitan Guadalajara: 27.7%. Other municipality in Jalisco: 11.1% |
Involvement Level/Clusters | LOW | HIGH | Differences (Ranked) |
---|---|---|---|
I have a favorite tequila brand | 1.55 | 5.01 | 3.46 |
I compare the characteristics of the different tequila brands | 1.70 | 4.90 | 3.20 |
I consider there are major differences among the tequila brands | 2.33 | 5.45 | 3.12 |
To me, drinking tequila is a pleasant experience | 1.96 | 5.03 | 3.08 |
Tequila is a pleasant beverage for socialization | 2.21 | 5.17 | 2.96 |
The choice of which tequila I buy is an important decision | 2.50 | 5.33 | 2.83 |
I have an interest in the alcoholic beverage world | 1.87 | 4.56 | 2.69 |
I consider tequila to be a central part of my lifestyle | 1.51 | 4.00 | 2.49 |
It is pleasant to have a conversation about tequila | 2.98 | 5.35 | 2.37 |
Tequila tourism has been one of my primary goals over the last few years | 2.12 | 4.41 | 2.30 |
I am highly interested in tequila | 3.08 | 5.11 | 2.04 |
Tequila tourism has been one my secondary goals over the last few years | 1.92 | 3.96 | 2.03 |
I would like to know more about tequila | 3.79 | 5.73 | 1.94 |
I would like to know more about the agave landscape | 4.12 | 5.70 | 1.58 |
Involvement Clusters vs. Variables | Cluster 1 | Cluster 2 | Cluster 3 | Total | ||||
---|---|---|---|---|---|---|---|---|
Mean | N | Mean | N | Mean | N | Mean | N | |
I am highly interested in tequila | 3.10 | 181 | 4.56 | 254 | 5.91 | 265 | 4.69 | 700 |
It is pleasant to have a conversation about tequila | 3.06 | 181 | 4.72 | 254 | 6.01 | 265 | 4.78 | 700 |
I would like to know more about tequila | 3.81 | 181 | 5.37 | 254 | 6.38 | 265 | 5.35 | 700 |
I would like to know more about the agave landscape | 4.24 | 181 | 5.55 | 254 | 6.14 | 265 | 5.44 | 700 |
The choice of which tequila I buy is an important decision | 2.64 | 181 | 5.17 | 254 | 6.29 | 265 | 4.94 | 700 |
I consider tequila to be a central part of my lifestyle | 1.64 | 181 | 2.92 | 254 | 5.42 | 265 | 3.53 | 700 |
Pleasant experience | 2.08 | 181 | 4.18 | 254 | 6.08 | 265 | 4.36 | 700 |
Socialization | 2.39 | 181 | 4.43 | 254 | 6.08 | 265 | 4.53 | 700 |
I compare the characteristics of the different tequila brands | 1.97 | 181 | 4.61 | 254 | 6.04 | 265 | 4.47 | 700 |
I consider there are major differences among the tequila brands | 2.51 | 181 | 5.35 | 254 | 6.20 | 265 | 4.94 | 700 |
I have a favorite tequila brand | 1.92 | 181 | 4.45 | 254 | 5.97 | 265 | 4.37 | 700 |
I have an interest in the alcoholic beverage world | 2.08 | 181 | 3.67 | 254 | 5.93 | 265 | 4.11 | 700 |
Tequila tourism has been one of my primary goals over the last few years | 2.34 | 181 | 3.40 | 254 | 5.56 | 265 | 3.94 | 700 |
Tequila tourism has been one of my secondary goals over the last few years | 2.15 | 181 | 3.29 | 254 | 4.89 | 265 | 3.60 | 700 |
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) Highly interested | 1.000 | |||||||||||||
(2) Talk about tequila | 0.675 | 1.000 | ||||||||||||
(3) To know more | 0.596 | 0.713 | 1.000 | |||||||||||
(4) Agave landscape | 0.395 | 0.502 | 0.638 | 1.000 | ||||||||||
(5) To buy tequila | 0.407 | 0.488 | 0.480 | 0.469 | 1.000 | |||||||||
(6) Lifestyle | 0.480 | 0.488 | 0.434 | 0.259 | 0.441 | 1.000 | ||||||||
(7) Pleasant experience | 0.512 | 0.521 | 0.443 | 0.298 | 0.541 | 0.610 | 1.000 | |||||||
(8) Socialization | 0.486 | 0.474 | 0.404 | 0.318 | 0.507 | 0.572 | 0.706 | 1.000 | ||||||
(9) Comparing brands | 0.436 | 0.492 | 0.403 | 0.321 | 0.577 | 0.539 | 0.589 | 0.598 | 1.000 | |||||
(10) Differences | 0.372 | 0.479 | 0.390 | 0.337 | 0.553 | 0.428 | 0.520 | 0.499 | 0.686 | 1.000 | ||||
(11) Preferred brand | 0.327 | 0.392 | 0.363 | 0.236 | 0.506 | 0.459 | 0.509 | 0.479 | 0.591 | 0.599 | 1.000 | |||
(12) Alcoholic beverages | 0.455 | 0.394 | 0.373 | 0.253 | 0.410 | 0.518 | 0.544 | 0.552 | 0.478 | 0.389 | 0.483 | 1.000 | ||
(13) Primary goal | 0.371 | 0.405 | 0.420 | 0.326 | 0.404 | 0.489 | 0.392 | 0.436 | 0.387 | 0.324 | 0.407 | 0.523 | 1.000 | |
(14) Secondary goal | 0.366 | 0.347 | 0.346 | 0.240 | 0.347 | 0.415 | 0.362 | 0.348 | 0.350 | 0.324 | 0.309 | 0.431 | 0.588 | 1.000 |
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Coelho, A.; Castillo Girón, V.M. Profiling Tourist Segmentation of Heritage Destinations in Emerging Markets: The Case of Tequila Visitors. Sustainability 2023, 15, 4034. https://doi.org/10.3390/su15054034
Coelho A, Castillo Girón VM. Profiling Tourist Segmentation of Heritage Destinations in Emerging Markets: The Case of Tequila Visitors. Sustainability. 2023; 15(5):4034. https://doi.org/10.3390/su15054034
Chicago/Turabian StyleCoelho, Alfredo, and Victor Manuel Castillo Girón. 2023. "Profiling Tourist Segmentation of Heritage Destinations in Emerging Markets: The Case of Tequila Visitors" Sustainability 15, no. 5: 4034. https://doi.org/10.3390/su15054034
APA StyleCoelho, A., & Castillo Girón, V. M. (2023). Profiling Tourist Segmentation of Heritage Destinations in Emerging Markets: The Case of Tequila Visitors. Sustainability, 15(5), 4034. https://doi.org/10.3390/su15054034