Post-Pandemic Ecotourism Intentions and Climate Change Perceptions: The Role of Personality Domains
Abstract
1. Introduction
2. Literature Review
2.1. Ecotourism and Climate Change
2.2. The Big-Five Personality Domains and Environmental Attitudes
2.3. Development of the Research Model
3. Materials and Methods
3.1. The Research Model
3.2. Data Collection Tool
3.3. Population and Sample
3.4. Data Analysis
4. Results
4.1. Descriptive Statistics
4.2. Measurement Model
4.2.1. Reliability
4.2.2. Normality
4.2.3. Model Fit Indices
4.2.4. Convergent Validity and Discriminant Validity
4.3. Structural Model
4.3.1. SEM Model Fit Indices
4.3.2. Path Diagram
4.3.3. Hypothesis Test
4.3.4. The Mediating Role
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
SEM | Structural equation modeling |
ECOINT | Ecotourism intention |
GPERC | General perceptions of climate change |
CONC | Concerns about climate change |
ACT | Intentions to act to cope with climate change |
PDs | Personality domains |
References
- Scott, D.; Gössling, S. A review of research into tourism and climate change-Launching the annals of tourism research curated collection on tourism and climate change. Ann. Tour. Res. 2022, 95, 103409. [Google Scholar] [CrossRef]
- Fang, Y.; Yin, J.; Wu, B. Climate change and tourism: A scientometric analysis using CiteSpace. J. Sustain. Tour. 2018, 26, 108–126. [Google Scholar] [CrossRef]
- Atzeni, M.; Kim, S.; Del Chiappa, G.; Wassler, P. Ecotourists’ intentions, worldviews, environmental values: Does climate change matter? J. Destin. Mark. Manag. 2022, 25, 100723. [Google Scholar] [CrossRef]
- León, C.J.; Hernández, M.M.G.; Lam-González, Y. COVID-19 effects on travel choices under climate risks. Ann. Tour. Res. 2023, 103, 103663. [Google Scholar] [CrossRef]
- Mohommad, A.; Pugacheva, E. Impact of COVID-19 on attitudes to climate change and support for climate policies. In IMF Working Paper No. 22/23; International Monetary Fund: Washington, DC, USA, 2022. [Google Scholar]
- Stefkovics, A.; Hortay, O. Fear of COVID-19 reinforces climate change beliefs. Evidence from 28 European countries. Environ. Sci. Policy 2022, 136, 717–725. [Google Scholar] [CrossRef]
- Wardana, R. The influence of COVID attitudes on environmental concern: A cross-national perspective. Popul. Environ. 2023, 45, 1–20. [Google Scholar] [CrossRef]
- Matiiuk, Y.; Liobikienė, G. How the COVID-19 pandemic contributed to changes in climate change and environmental concern, resource-saving and waste-sorting behaviour. J. Clean. Prod. 2023, 430, 139759. [Google Scholar] [CrossRef]
- Sustainable Travel: The Rise of Eco-Tourism in a Post-Pandemic World. Available online: https://www.nyweeklymagazine.com/blog/sustainable-travel-the-rise-of-eco-tourism-in-a-post-pandemic-world?categoryId=23648 (accessed on 26 July 2025).
- Sigala, M. Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research. J. Bus. Res. 2020, 117, 312–321. [Google Scholar] [CrossRef]
- Ecotourism Market Size, Share & Trends Analysis Report. Available online: https://www.grandviewresearch.com/industry-analysis/ecotourism-market-report# (accessed on 25 July 2025).
- Anadolu Ajansı Yeşil Ekonomi Servisi [Anadolu Agency Green Economy Service]. Available online: https://www.aa.com.tr/tr/yesilhat/dogal-yasam/ulke-genelinde-olusturulan-106-ekoturizm-alani-dogaseverleri-bekliyor/1823369 (accessed on 25 July 2025).
- T. C. Tarım ve Orman Bakanlığı-Turizmde Ekoturizm Atağı [Ministry of Agriculture and Forestry of the Republic of Turkey-Ecotourism Initiative in Tourism]. Available online: https://www.ogm.gov.tr/tr/haberler/turizmde-ekoturizm-atagi (accessed on 25 July 2025).
- Jamaliah, M.M.; Powell, R.B. Ecotourism resilience to climate change in Dana Biosphere Reserve, Jordan. J. Sustain. Tour. 2018, 26, 519–536. [Google Scholar] [CrossRef]
- Wabnitz, C.C.; Cisneros-Montemayor, A.M.; Hanich, Q.; Ota, Y. Ecotourism, climate change and reef fish consumption in Palau: Benefits, trade-offs and adaptation strategies. Mar. Policy 2018, 88, 323–332. [Google Scholar] [CrossRef]
- Ashok, S.; Behera, M.D.; Tewari, H.R.; Jana, C. Developing ecotourism sustainability maximization (ESM) model: A safe minimum standard for climate change mitigation in the Indian Himalayas. Environ. Monit. Assess. 2022, 194, 914. [Google Scholar] [CrossRef]
- Ramaano, A.I. Environmental consequences and climate change linked ecotourism activities in remote and protected areas of South Africa. Rural Soc. 2024, 33, 97–115. [Google Scholar] [CrossRef]
- Wang, S.; Xie, J.; Zhou, L. China’s glacier tourism: Potential evaluation and spatial planning. J. Destin. Mark. Manag. 2020, 18, 100506. [Google Scholar] [CrossRef]
- Atzori, R.; Fyall, A.; Miller, G. Tourist responses to climate change: Potential impacts and adaptation in Florida’s coastal destinations. Tour. Manag. 2018, 69, 12–22. [Google Scholar] [CrossRef]
- Rafiq, F.; Adil, M.; Wu, J. Examining ecotourism intention: The role of tourists’ traits and environmental concerns. Front. Psychol. 2022, 13, 940116. [Google Scholar] [CrossRef]
- Huang, L.; Gursoy, D.; Xu, H. Impact of personality traits and involvement on prior knowledge. Ann. Tour. Res. 2014, 48, 42–57. [Google Scholar] [CrossRef]
- Becken, S.; Hay, J. Climate Change and Tourism: From Policy to Practice; Routledge: London, UK, 2012. [Google Scholar]
- United Nations Framework Convention on Climate Change [UNFCCC]. Available online: https://unfccc.int/ (accessed on 12 June 2025).
- Kioupi, V.; Voulvoulis, N. Education for sustainable development: A systemic framework for connecting the SDGs to educational outcomes. Sustainability 2019, 11, 6104. [Google Scholar] [CrossRef]
- Ekardt, F.; Wieding, J.; Zorn, A. Paris agreement, precautionary principle and human rights: Zero emissions in two decades? Sustainability 2018, 10, 2812. [Google Scholar] [CrossRef]
- Glasgow Declaration on Climate Action in Tourism. Available online: https://www.unwto.org/the-glasgow-declaration-on-climate-action-in-tourism (accessed on 11 June 2025).
- Buckley, R.; Gretzel, U.; Scott, D.; Weaver, D.; Becken, S. Tourism megatrends. Tour. Recreat. Res. 2015, 40, 59–70. [Google Scholar] [CrossRef]
- Becken, S. Climate change. In Encyclopedia of Tourism, 1st ed.; Jafari, J., Xiao, H., Eds.; Springer: Cham, Switzerland, 2016; pp. 154–155. [Google Scholar] [CrossRef]
- Gössling, S.; Scott, D.; Hall, C.M.; Ceron, J.P.; Dubois, G. Consumer behaviour and demand response of tourists to climate change. Ann. Tour. Res. 2012, 39, 36–58. [Google Scholar] [CrossRef]
- Pan, S.L.; Wu, L.; Morrison, A.M. A review of studies on tourism and climate change from 2007 to 2021. Int. J. Contemp. Hosp. Manag. 2024, 36, 1512–1533. [Google Scholar] [CrossRef]
- Gómez Martín, M.B. Weather, climate and tourism a geographical perspective. Ann. Tour. Res. 2005, 32, 571–591. [Google Scholar] [CrossRef]
- Gössling, S.; Hall, C.M. Uncertainties in predicting tourist flows under scenarios of climate change. Clim. Change 2006, 79, 163–173. [Google Scholar] [CrossRef]
- Scott, D.; Hall, C.M.; Gössling, S. Tourism and Climate Change: Impacts, Adaptation and Mitigation, 1st ed.; Routledge: New York, NY, USA, 2012. [Google Scholar]
- Weaver, D. Can sustainable tourism survive climate change? J. Sustain. Tour. 2011, 19, 5–15. [Google Scholar] [CrossRef]
- Blamey, R.K. Principles of ecotourism. In The Encyclopedia of Ecotourism; Weaver, D.B., Ed.; Cabi Publishing: Wallingford, UK, 2001; pp. 5–22. [Google Scholar] [CrossRef]
- Buckley, R. Ecotourism. In Encyclopedia of Tourism; Jafari, J., Xiao, H., Eds.; Springer: Cham, Switzerland, 2014; pp. 1–3. [Google Scholar] [CrossRef]
- Global Sustainable Tourism Council [GSTC]. The Difference Between Ecotourism and Sustainable Tourism. Available online: https://www.gstc.org/ecotourism/ (accessed on 5 March 2025).
- Björk, P. Ecotourism from a conceptual perspective, an extended definition of a unique tourism form. Int. J. Tour. Res. 2000, 2, 189–202. [Google Scholar] [CrossRef]
- Markowitz, E.M.; Goldberg, L.R.; Ashton, M.C.; Lee, K. Profiling the pro-environmental individual: A personality perspective. J. Personal. 2012, 80, 81–111. [Google Scholar] [CrossRef] [PubMed]
- Schmitt, D.P.; Allik, J.; McCrae, R.R.; Benet-Martínez, V. The geographic distribution of big five personality traits: Patterns and profiles of human self-description across 56 nations. J. Cross-Cult. Psychol. 2007, 38, 173–212. [Google Scholar] [CrossRef]
- Goldberg, L.R. An alternative description of personality: The Big-Five factor structure. J. Personal. Soc. Psychol. 1990, 59, 1216–1229. [Google Scholar] [CrossRef] [PubMed]
- McCrae, R.R.; Costa, P.T. Validation of the five-factor model of personality across instruments and observers. J. Personal. Soc. Psychol. 1987, 52, 81–90. [Google Scholar] [CrossRef] [PubMed]
- Barrick, M.R.; Mount, M.K. The Big-Five personality dimensions and job performance: A meta-analysis. Pers. Psychol. 1991, 44, 1–26. [Google Scholar] [CrossRef]
- Goldberg, L.R. The development of markers for the Big-Five factor structure. Psychol. Assess. 1992, 4, 26–42. [Google Scholar] [CrossRef]
- Gosling, S.D.; Rentfrow, P.J.; Swann Jr, W.B. A very brief measure of the Big-Five personality domains. J. Res. Personal. 2003, 37, 504–528. [Google Scholar] [CrossRef]
- Kvasova, O. The big five personality traits as antecedents of eco-friendly tourist behavior. Personal. Individ. Differ. 2015, 83, 111–116. [Google Scholar] [CrossRef]
- Jani, D.; Han, H. Personality, satisfaction, image, ambience, and loyalty: Testing their relationships in the hotel industry. Int. J. Hosp. Manag. 2014, 37, 11–20. [Google Scholar] [CrossRef]
- Kovačić, S.; Jovanović, T.; Vujičić, M.D.; Morrison, A.M.; Kennell, J. What shapes activity preferences? The role of tourist personality, destination personality and destination image: Evidence from Serbia. Sustainability 2022, 14, 1803. [Google Scholar] [CrossRef]
- Dao, T.T.X.; Trang, P.H.; Thanh, T.D. The Big Five personality traits and co-production behaviour of Vietnamese tourists: An extension of the theory of planned behaviour. Zb. Rad. Ekon. Fak. Rij. 2022, 40, 97–127. [Google Scholar]
- Coudounaris, D.; Björk, P.; Marinova, S.; Jafarguliyev, F.; Kvasova, O.; Sthapit, E.; Varblane, U.; Talias, M. Big-5 personality traits and revisit intentions: The mediating effect of memorable tourism experiences. J. Tour. Herit. Serv. Mark. 2025, 11, 46–60. [Google Scholar] [CrossRef]
- Pham, H.S.T.; Khanh, C.N.T. Ecotourism intention: The roles of environmental concern, time perspective and destination image. Tour. Rev. 2021, 76, 1141–1153. [Google Scholar] [CrossRef]
- Kim, Y.; Choi, S.M. Antecedents of green purchase behavior: An examination of collectivism, environmental concern, and PCE. Adv. Consum. Res. 2005, 32, 592–599. [Google Scholar]
- Huang, Y.C.; Liu, C.H.S. Moderating and mediating roles of environmental concern and ecotourism experience for revisit intention. Int. J. Contemp. Hosp. Manag. 2017, 29, 1854–1872. [Google Scholar] [CrossRef]
- Chen, Y.S.; Lin, Y.H.; Wu, Y.J. How personality affects environmentally responsible behaviour through attitudes towards activities and environmental concern: Evidence from a national park in Taiwan. Leis. Stud. 2020, 39, 825–843. [Google Scholar] [CrossRef]
- Hirsh, J.B. Personality and environmental concern. J. Environ. Psychol. 2010, 30, 245–248. [Google Scholar] [CrossRef]
- Rothermich, K.; Johnson, E.K.; Griffith, R.M.; Beingolea, M.M. The influence of personality traits on attitudes towards climate change: An exploratory study. Personal. Individ. Differ. 2021, 168, 110304. [Google Scholar] [CrossRef]
- Milfont, T.L.; Sibley, C.G. The big five personality traits and environmental engagement: Associations at the individual and societal level. J. Environ. Psychol. 2012, 32, 187–195. [Google Scholar] [CrossRef]
- Shanmugam, V.; Maheswari, S. Pro-environmental behavior and big five personality traits: Bridging the gap between employees’ behavior and sustainable human resource policies. Nepal. J. Manag. Sci. Res. 2024, 7, 198–209. [Google Scholar] [CrossRef]
- Gibbon, E.; Douglas, H.E. Personality and the pro-environmental individual: Unpacking the interplay between attitudes, behaviour and climate change denial. Personal. Individ. Differ. 2021, 181, 111031. [Google Scholar] [CrossRef]
- Tan, H.C.; Loo, E.P.L.; Hong, K.T. Evaluating factors influencing visit intention towards birding tourism: An extended theory of planned behaviour perspective. J. Ecotourism 2024, 1–12. [Google Scholar] [CrossRef]
- Verma, V.K.; Kumar, S.; Chandra, B. Big five personality traits and tourist’s intention to visit green hotels. Indian J. Sci. Res. 2017, 15, 79–87. [Google Scholar]
- Gössling, S.; Scott, D.; Hall, C.M. Pandemics, tourism and global change: A rapid assessment of COVID-19. J. Sustain. Tour. 2021, 29, 1–20. [Google Scholar] [CrossRef]
- Hirsh, J.B.; Dolderman, D. Personality predictors of consumerism and environmentalism: A preliminary study. Personal. Individ. Differ. 2007, 43, 1583–1593. [Google Scholar] [CrossRef]
- Poškus, M.S. Personality and pro-environmental behaviour. J. Epidemiol. Community Health 2018, 72, 969–970. [Google Scholar] [CrossRef] [PubMed]
- Watson, D.; Ellickson-Larew, S.; Stanton, K.; Levin-Aspenson, H.F.; Khoo, S.; Stasik-O’Brien, S.M.; Clark, L.A. Aspects of extraversion and their associations with psychopathology. J. Abnorm. Psychol. 2019, 128, 777–794. [Google Scholar] [CrossRef]
- Talwar, S.; Srivastava, S.; Sakashita, M.; Islam, N.; Dhir, A. Personality and travel intentions during and after the COVID-19 pandemic: An artificial neural network (ANN) approach. J. Bus. Res. 2022, 142, 400–411. [Google Scholar] [CrossRef] [PubMed]
- Boncu, Ș.; Prundeanu, O.; Holman, A.C.; Popușoi, S.A. Believing in or denying climate change for questionable reasons: Generic conspiracist beliefs, personality, and climate change perceptions of Romanian university students. Int. J. Environ. Res. Public. Health 2022, 19, 17038. [Google Scholar] [CrossRef]
- Cipriani, E.; Frumento, S.; Gemignani, A.; Menicucci, D. Personality traits and climate change denial, concern, and proactivity: A systematic review and meta-analysis. J. Environ. Psychol. 2024, 95, 102277. [Google Scholar] [CrossRef]
- Tucholska, K.; Gulla, B.; Ziernicka-Wojtaszek, A. Climate change beliefs, emotions and pro-environmental behaviors among adults: The role of core personality traits and the time perspective. PLoS ONE 2024, 19, e0300246. [Google Scholar] [CrossRef]
- Cheng, J.C.H.; Chiang, A.H.; Yuan, Y.; Huang, M.Y. Exploring antecedents of green tourism behaviors: A case study in suburban areas of Taipei, Taiwan. Sustainability 2018, 10, 1928. [Google Scholar] [CrossRef]
- Kızıldağ, İ.; Yıldız, B. The effect of environmental concern on the intention to participate in green tourism. Int. J. Contemp. Tour. Res. 2024, 8, 61–75. [Google Scholar] [CrossRef]
- Karaca, Ş.; Yemez, İ. Çevresel kaygı, gelecek zaman perspektifi ve ekoturizm destinasyon imajının ekoturizm niyetine etkisinin incelenmesi [Investigatıon of environmental concerns, future time perspective and the effect of ecotourism destination image on ecotourism intent]. Ahi Evran Üniversitesi Sos. Bilim. Enstitüsü Derg. 2022, 8, 798–816. [Google Scholar] [CrossRef]
- Lu, A.C.C.; Gursoy, D.; Del Chiappa, G. The influence of materialism on ecotourism attitudes and behaviors. J. Travel Res. 2016, 55, 176–189. [Google Scholar] [CrossRef]
- Soper, D.S. A-Priori Sample Size Calculator for Structural Equation Models. Available online: https://www.danielsoper.com/statcalc (accessed on 6 January 2025).
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences, 2nd ed.; Lawrence Earlbaum Associates: Hillsdale, NJ, USA, 1988. [Google Scholar]
- Westland, J.C. Lower bounds on sample size in structural equation modeling. Electron. Commer. Res. Appl. 2010, 9, 476–487. [Google Scholar] [CrossRef]
- DeVellis, R.F.; Thorpe, C.T. Scale Development: Theory and Applications; Sage: Thousand Oaks, CA, USA, 2022. [Google Scholar]
- Johnson, R.L.; Morgan, G.B. Survey Scales: A Guide to Development, Analysis, and Reporting; The Guilford Press: New York, NY, USA, 2016. [Google Scholar]
- Hair, J.F.; Black, W.C.; Babin, B.J.; Anderson, R.E. Multivariate Data Analysis, 7th ed.; Pearson: New York, NY, USA, 2010. [Google Scholar]
- Nunnally, J.C. Psychometric Theory, 2nd ed.; McGraw Hill: New York, NY, USA, 1978. [Google Scholar]
- Field, A. Discovering Statistics Using IBM SPSS Statistics, 4th ed.; Sage: Thousand Oaks, CA, USA, 2017. [Google Scholar]
- George, D.; Mallery, M. SPSS for Windows Step by Step: A Simple Guide and Reference-17.0 Update, 10th ed.; Pearson: New York, NY, USA, 2010. [Google Scholar]
- Çapık, C. Geçerlik ve güvenirlik çalışmalarında doğrulayıcı faktör analizinin kullanımı. Anadolu Hemşirelik Sağlık Bilim. Derg. 2014, 17, 196–205. [Google Scholar]
- Hadjichambis, A.C.; Paraskeva-Hadjichambi, D. Environmental citizenship questionnaire (ECQ): The development and validation of an evaluation instrument for secondary school students. Sustainability 2020, 12, 821. [Google Scholar] [CrossRef]
- Kaiser, H.F.; Rice, J. Little Jiffy, Mark IV. Educ. Psychol. Meas. 1974, 34, 111–117. [Google Scholar] [CrossRef]
- Yaşlıoğlu, M.M. Sosyal bilimlerde faktör analizi ve geçerlilik: Keşfedici ve doğrulayıcı faktör analizlerinin kullanılması. İstanbul Üniversitesi İşletme Fakültesi Derg. 2017, 46, 74–85. [Google Scholar]
- Kline, R.B. Principles and Practice of Structural Equation Modeling, 4th ed.; The Guilford Press: New York, NY, USA, 2015. [Google Scholar]
- Shi, D.; DiStefano, C.; Maydeu-Olivares, A.; Lee, T. Evaluating SEM model fit with small degrees of freedom. Multivar. Behav. Res. 2021, 57, 179–207. [Google Scholar] [CrossRef]
- Ximénez, C.; Maydeu-Olivares, A.; Shi, D.; Revuelta, J. Assessing cutoff values of SEM fit indices: Advantages of the unbiased SRMR index and its cutoff criterion based on communality. Struct. Equ. Model A Multidiscip. J. 2022, 29, 368–380. [Google Scholar] [CrossRef]
- Yılmazdoğan, O.C.; Doğan, R.Ş.; Altıntaş, E. The impact of the source credibility of Instagram influencers on travel intention: The mediating role of parasocial interaction. J. Vacat. Mark. 2021, 27, 299–313. [Google Scholar] [CrossRef]
- Byrne, B.M. Adaptation of assessment scales in cross-national research: Issues, guidelines, and caveats. Int. Perspect. Psychol. 2016, 5, 51–65. [Google Scholar] [CrossRef]
- Shrestha, N. Factor analysis as a tool for survey analysis. Am. J. Appl. Math. Stat. 2021, 9, 4–11. [Google Scholar] [CrossRef]
- Fornell, C.; Larcker, D.F. Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 1981, 18, 39–50. [Google Scholar] [CrossRef]
- Sobel, M.E. Asymptotic intervals for indirect effects in structural equations models. In Sociological Methodology; Leinhart, S., Ed.; Jossey-Bass: San Francisco, CA, USA, 1982; pp. 290–312. [Google Scholar]
- Calculation for the Sobel Test: An Interactive Calculation Tool for Mediation Tests. Available online: https://quantpsy.org/sobel/sobel.htm (accessed on 24 July 2025).
- Preacher, K.J.; Hayes, A.F. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav. Res. Methods 2008, 40, 879–891. [Google Scholar] [CrossRef]
- Luong, T.B.; Nguyen, D.T.A. Future time perspective, eco-destination image, environmental concern, ecotourism behavioral intention in Vietnamese ecotourists: The moderating role of environmental knowledge. Int. J. Tour. Res. 2025, 27, e70031. [Google Scholar] [CrossRef]
- Shimul, A.S.; Faroque, A.R.; Teah, K.; Azim, S.M.F.; Teah, M. Enhancing consumers’ intention to stay in an eco-resort via climate change anxiety and connectedness to nature. J. Clean. Prod. 2024, 442, 141096. [Google Scholar] [CrossRef]
- Ecotourism Market Size, Share, and Trends 2025 to 2034. Available online: https://www.precedenceresearch.com/ecotourism-market (accessed on 25 July 2025).
- Ecotourism: Pros and Cons. Available online: https://www.ebsco.com/research-starters/sports-and-leisure/ecotourism-pros-and-cons (accessed on 25 July 2025).
- Yu, K.; Gao, H. Sustainable development, eco-tourism carrying capacity and fuzzy algorithm-a study on Kanas in Belt and Road. Sci. Rep. 2023, 13, 16789. [Google Scholar] [CrossRef] [PubMed]
Category | Frequency | Percentage (%) | |
---|---|---|---|
Gender | Female | 254 | 62.1% |
Male | 155 | 37.9% | |
Marital Status | Married | 179 | 43.8% |
Single | 230 | 56.2% | |
Age | Under 25 years | 24 | 5.9% |
25–35 years | 80 | 19.6% | |
36–45 years | 88 | 21.5% | |
46–55 years | 112 | 27.4% | |
56–65 years | 105 | 25.7% | |
Education Status | High school | 35 | 8.6% |
Associate degree | 39 | 9.5% | |
Bachelor’s degree | 209 | 51.1% | |
Master’s degree | 88 | 21.5% | |
Doctorate | 38 | 9.3% | |
Monthly Income | Minimum wage or below (440 USD or less) | 47 | 11.5% |
440–1030 USD | 120 | 29.3% | |
1030–1550 USD | 134 | 32.8% | |
1550–2060 USD | 51 | 12.5% | |
2060 USD or more | 57 | 13.9% | |
Profession | Student | 29 | 7.1% |
Unemployed | 16 | 3.9% | |
Entrepreneur | 56 | 13.7% | |
Public sector | 122 | 29.8% | |
Private sector | 88 | 21.5% | |
Retired | 98 | 24.0% | |
Tour Organization | I plan and manage my own schedule | 212 | 51.8% |
I join programs organized by friends and/or clubs | 149 | 36.4% | |
I receive professional support from travel agencies | 33 | 8.1% | |
All of the above | 15 | 3.7% | |
Average Length of Stay | Day trip | 45 | 11.0% |
1–3 nights | 170 | 41.6% | |
4–6 nights | 152 | 37.2% | |
7 nights or more | 42 | 10.3% |
Factor Loads | CR | AVE | |
---|---|---|---|
Factor 1: GPERC | 0.928 | 0.500 | |
GPERC1 | 0.67 | ||
GPERC2 | 0.63 | ||
GPERC3 | 0.76 | ||
GPERC4 | 0.76 | ||
GPERC5 | 0.79 | ||
GPERC6 | 0.69 | ||
GPERC7 | 0.70 | ||
GPERC8 | 0.71 | ||
GPERC9 | 0.84 | ||
GPERC10 | 0.62 | ||
GPERC11 | 0.72 | ||
GPERC12 | 0.65 | ||
GPERC13 | 0.62 | ||
Factor 2: CONC | 0.930 | 0.816 | |
CONC1 | 0.89 | ||
CONC2 | 0.90 | ||
CONC3 | 0.92 | ||
Factor 3: ACT | 0.930 | 0.817 | |
ACT1 | 0.89 | ||
ACT2 | 0.94 | ||
ACT3 | 0.88 | ||
Factor 4: ECOINT | 0.899 | 0.691 | |
ECOINT1 | 0.85 | ||
ECOINT2 | 0.72 | ||
ECOINT3 | 0.94 | ||
ECOINT4 | 0.80 | ||
Factor 5: PDs | 0.957 | 0.692 | |
PDs1 | 0.84 | PD1 (CR: 0.839; AVE: 0.72) | |
PDs2 | 0.86 | ||
PDs3 | 0.86 | PD2 (CR: 0.890; AVE: 0.802) | |
PDs4 | 0.93 | ||
PDs5 | 0.78 | PD3 (CR: 0.787; AVE: 0.649) | |
PDs6 | 0.83 | ||
PDs7 | 0.71 | PD4 (CR: 0.740; AVE: 0.588) | |
PDs8 | 0.82 | ||
PDs9 | 0.88 | PD5 (CR: 0.823; AVE: 0.699) | |
PDs10 | 0.79 |
Constructs | GPERC | CONC | ACT | ECOINT | PDs |
---|---|---|---|---|---|
GPERC | 0.707 | ||||
CONC | 0.696 | 0.903 | |||
ACT | 0.668 | 0.683 | 0.904 | ||
ECOINT | 0.270 | 0.241 | 0.285 | 0.831 | |
PDs | 0.161 | 0.196 | 0.168 | 0.170 | 0.832 |
AVE | 0.500 | 0.816 | 0.817 | 0.691 | 0.692 |
Constructs | Confirmed | β | t-Value |
---|---|---|---|
H1 | |||
H1a | Yes | 2.876 | 5.75 *** |
H1b | Yes | −1.494 | −2.99 *** |
H1c | Yes | −4.79 | −9.58 *** |
H1d | Yes | 7.996 | 15.99 *** |
H1e | No | −0.985 | −1.97 ** |
H2 | |||
H2a | No | −2.700 | −5.4 NS |
H2b | Yes | −1.338 | −2.68 *** |
H2c | Yes | −4.416 | −8.83 *** |
H2d | Yes | 7.272 | 14.54 *** |
H2e | Yes | 1.784 | 2.97 *** |
H3 | |||
H3a | Yes | 2.488 | 4.98 *** |
H3b | Yes | −1.207 | −2.41 ** |
H3c | Yes | 4.081 | 8.16 *** |
H3d | Yes | 6.759 | 13.52 *** |
H3e | No | −0.680 | −1.36 NS |
H4 | |||
H4a | Yes | 1.339 | 2.68 *** |
H4b | Yes | 1.764 | 2.53 ** |
H4c | Yes | 2.036 | 4.07 *** |
H4d | Yes | 3.544 | 7.09 *** |
H4e | Yes | 1.187 | 2.37 ** |
H5-H6-H7 | |||
H5 | Yes | 2.321 | 4.64 *** |
H6 | Yes | 2.283 | 4.56 *** |
H7 | No | 0.242 | 0.48 NS |
Path | Sobel z | p-Value | Role |
---|---|---|---|
PDs → ECOINT → GPERC | |||
Agreeableness → ECOINT → GPERC | 2.320 | 0.020 * | Yes |
Emotional Stability → ECOINT → GPERC | 2.221 | 0.026 * | Yes |
Extraversion → ECOINT → GPERC | 3.059 | 0.002 * | Yes |
Conscientiousness → ECOINT → GPERC | 3.882 | 0.000 * | Yes |
Openness to Experience → ECOINT → GPERC | 2.110 | 0.034 * | Yes |
PDs → ECOINT → CONC | |||
Agreeableness → ECOINT → CONC | 2.310 | 0.020 * | Yes |
Emotional Stability → ECOINT → CONC | 2.212 | 0.026 * | Yes |
Extraversion → ECOINT → CONC | 3.036 | 0.002 * | Yes |
Conscientiousness → ECOINT → CONC | 3.835 | 0.000 * | Yes |
Openness to Experience → ECOINT → CONC | 2.103 | 0.035 * | Yes |
PDs → ECOINT → ACT | |||
Agreeableness → ECOINT → ACT | 0.472 | 0.636 ** | No |
Emotional Stability → ECOINT → ACT | 0.471 | 0.637 ** | No |
Extraversion → ECOINT → ACT | 0.476 | 0.633 ** | No |
Conscientiousness → ECOINT → ACT | 0.478 | 0.631 ** | No |
Openness to Experience → ECOINT → ACT | 0.470 | 0.637 ** | No |
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Kavak, M.; Can, I.I. Post-Pandemic Ecotourism Intentions and Climate Change Perceptions: The Role of Personality Domains. Sustainability 2025, 17, 7320. https://doi.org/10.3390/su17167320
Kavak M, Can II. Post-Pandemic Ecotourism Intentions and Climate Change Perceptions: The Role of Personality Domains. Sustainability. 2025; 17(16):7320. https://doi.org/10.3390/su17167320
Chicago/Turabian StyleKavak, Muhammed, and Ipek Itir Can. 2025. "Post-Pandemic Ecotourism Intentions and Climate Change Perceptions: The Role of Personality Domains" Sustainability 17, no. 16: 7320. https://doi.org/10.3390/su17167320
APA StyleKavak, M., & Can, I. I. (2025). Post-Pandemic Ecotourism Intentions and Climate Change Perceptions: The Role of Personality Domains. Sustainability, 17(16), 7320. https://doi.org/10.3390/su17167320