Abstract
Forest tourism distinguishes itself from other tourism industries by promoting human health, and publicizing its health-promoting features seems to be a new incentive to attract tourists to forest tourism. Therefore, this study combines protection motivation theory (PMT) and theory of planned behavior (TPB), uses 274 questionnaire surveys of forest tourism tourists to carry out empirical tests, and constructs a structural equation model to study the factors affecting tourists' intention to revisit in forest tourism. The study found that vulnerability, self-efficacy, response efficacy, and subjective norms all have significant positive effects on tourists' forest tourism attitudes; vulnerability, self-efficacy, subjective norms, response cost, and attitude are all significant factors affecting tourists' revisit intention; and severity does not have a significant effect on attitude and revisit intention. The results of the study are useful for forest tourism operators to highlight its health function in the promotion of forest tourism, to select influential people for promotion cooperation, and to give priority to cities with high attitudes in developing forest tourism projects.
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References
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Alhemimah, A. (2023). How COVID-19 impacts travel-health information seeking and tourists’ travel intentions: A protection motivation theory-based model. Journal of Destination Marketing & Management, 27, 100757. https://doi.org/10.1016/j.jdmm.2022.100757
Caiyun, S. H. E. N., Wang, E., Liu, J., Di, W., & Zheng, J. (2021). Do tourists with a stronger sense of national identity have a greater willingness to revisit?—Taking the Memorial Hall of the victims of the Nanjing massacre as an example. Tourism Tribune, 36(4), 83–95. https://doi.org/10.19765/j.cnki.1002-5006.2021.04.010
Chen, H.-T., Yu, C.-P., & Lee, H.-Y. (2018). The Effects of Forest Bathing on Stress Recovery: Evidence from Middle-Aged Females of Taiwan. Forests, 9(7), 403. https://doi.org/10.3390/f9070403
Çınar, K., Kavacık, S. Z., Bişkin, F., & Çınar, M. (2022). Understanding the Behavioral Intentions about Holidays in the Shadow of the COVID-19 Pandemic: Application of Protection Motivation Theory. Healthcare, 10(9), 1623. https://doi.org/10.3390/healthcare10091623
Dingjuan, Wu. (2020). Privacy Concern of Medical Data and its Influencing Factors in the Context of Big Data An Empirical Study Based on Protection Motivation Theory. Journal of Henan Normal University (Philosophy and Social Sciences Edition), 47(5), 23–29. https://doi.org/10.16366/j.cnki.1000-2359.2020.05.004
Gansser, O. A., & Reich, C. S. (2023). Influence of the New Ecological Paradigm (NEP) and environmental concerns on pro-environmental behavioral intention based on the Theory of Planned Behavior (TPB). Journal of Cleaner Production, 382, 134629. https://doi.org/10.1016/j.jclepro.2022.134629
Girish, V. G., Ko, M.-H., Lee, C.-K., Suess, C., & Park, Y.-N. (2022). Examining behavioural intentions to visit travel bubble destinations during the COVID-19 pandemic. Current Issues in Tourism, 1–16. https://doi.org/10.1080/13683500.2022.2127349
Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science, 40(3), 414–433. https://doi.org/10.1007/s11747-011-0261-6
Han, H., Al-Ansi, A., Chua, B.-L., Tariq, B., Radic, A., & Park, S. (2020). The Post-Coronavirus World in the International Tourism Industry: Application of the Theory of Planned Behavior to Safer Destination Choices in the Case of US Outbound Tourism. International Journal of Environmental Research and Public Health, 17(18), 6485. https://doi.org/10.3390/ijerph17186485
Huang, X., Dai, S., & Xu, H. (2020). Predicting tourists’ health risk preventative behaviour and travelling satisfaction in Tibet: Combining the theory of planned behaviour and health belief model. Tourism Management Perspectives, 33, 100589. https://doi.org/10.1016/j.tmp.2019.100589
Janmaimool, P. (2017). Application of Protection Motivation Theory to Investigate Sustainable Waste Management Behaviors. Sustainability, 9(7), 1079. https://doi.org/10.3390/su9071079
Joung, D., Lee, B., Lee, J., Lee, C., Koo, S., Park, C., et al. (2020). Measures to Promote Rural Healthcare Tourism with a Scientific Evidence-Based Approach. International Journal of Environmental Research and Public Health, 17(9), 3266. https://doi.org/10.3390/ijerph17093266
Khan, Y., Hameed, I., & Akram, U. (2023). What drives attitude, purchase intention and consumer buying behavior toward organic food? A self-determination theory and theory of planned behavior perspective. British Food Journal, 125(7), 2572–2587. https://doi.org/10.1108/BFJ-07-2022-0564
Kim, J., Yang, K., Min, J., & White, B. (2022). Hope, fear, and consumer behavioral change amid COVID-19: Application of protection motivation theory. International Journal of Consumer Studies, 46(2), 558–574. https://doi.org/10.1111/ijcs.12700
Liang, S., Hu, & Xue. (2007). Assimilation of enterprise systems: The effect of institutional pressures and the mediating role of top management. MIS Quarterly, 31(1), 59. https://doi.org/10.2307/25148781
Maddux, J. E., & Rogers, R. W. (1983). Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change. Journal of Experimental Social Psychology, 19(5), 469–479. https://doi.org/10.1016/0022-1031(83)90023-9
McEachan, R. R. C., Conner, M., Taylor, N. J., & Lawton, R. J. (2011). Prospective prediction of health-related behaviours with the Theory of Planned Behaviour: A meta-analysis. Health Psychology Review, 5(2), 97–144. https://doi.org/10.1080/17437199.2010.521684
Nabizadeh, S. M., Taymoori, P., Hazhir, M. S., Shirazi, M., Roshani, D., & Shahmoradi, B. (2018). Predicting vitamin E and C consumption intentions and behaviors among factory workers based on protection motivation theory. Environmental Health and Preventive Medicine, 23(1), 51. https://doi.org/10.1186/s12199-018-0742-z
Pang, S. M., Tan, B. C., & Lau, T. C. (2021). Antecedents of Consumers’ Purchase Intention towards Organic Food: Integration of Theory of Planned Behavior and Protection Motivation Theory. Sustainability, 13(9), 5218. https://doi.org/10.3390/su13095218
Poussin, J. K., Botzen, W. J. W., & Aerts, J. C. J. H. (2014). Factors of influence on flood damage mitigation behaviour by households. Environmental Science & Policy, 40, 69–77. https://doi.org/10.1016/j.envsci.2014.01.013
Prentice-Dunn, S., & Rogers, R. W. (1986). Protection Motivation Theory and preventive health: Beyond the Health Belief Model. Health Education Research, 1(3), 153–161. https://doi.org/10.1093/her/1.3.153
Rainear, A. M., & Christensen, J. L. (2017). Protection motivation theory as an explanatory framework for proenvironmental behavioral intentions. Communication Research Reports, 34(3), 239–248. https://doi.org/10.1080/08824096.2017.1286472
Rivis, A., Sheeran, P., & Armitage, C. J. (2009). Expanding the Affective and Normative Components of the Theory of Planned Behavior: A Meta-Analysis of Anticipated Affect and Moral Norms. Journal of Applied Social Psychology, 39(12), 2985–3019. https://doi.org/10.1111/j.1559-1816.2009.00558.x
Rogers, R. W. (1975). A Protection Motivation Theory of Fear Appeals and Attitude Change. The Journal of Psychology, 91(1), 93–114. https://doi.org/10.1080/00223980.1975.9915803
Ruan, W., Kang, S., & Song, H. (2020). Applying protection motivation theory to understand international tourists’ behavioural intentions under the threat of air pollution: A case of Beijing, China. Current Issues in Tourism, 23(16), 2027–2041. https://doi.org/10.1080/13683500.2020.1743242
Seow, A. N., Choong, Y. O., Moorthy, K., & Choong, C. K. (2021). Predicting medical tourism behavioural intention using social cognition models. Tourism Review, 76(2), 374–391. https://doi.org/10.1108/TR-06-2019-0267
Seow, A. N., Choong, Y. O., Choong, C. K., & Moorthy, K. (2022). Health tourism: Behavioural intention and protection motivation theory. Tourism Review, 77(2), 376–393. https://doi.org/10.1108/TR-11-2020-0546
Shafiei, A., & Maleksaeidi, H. (2020). Pro-environmental behavior of university students: Application of protection motivation theory. Global Ecology and Conservation, 22, e00908. https://doi.org/10.1016/j.gecco.2020.e00908
Sogari, G., Pucci, T., Caputo, V., & Van Loo, E. J. (2023). The theory of planned behaviour and healthy diet: Examining the mediating effect of traditional food. Food Quality and Preference, 104, 104709. https://doi.org/10.1016/j.foodqual.2022.104709
Song, H., You, G.-J., Reisinger, Y., Lee, C.-K., & Lee, S.-K. (2014). Behavioral intention of visitors to an Oriental medicine festival: An extended model of goal directed behavior. Tourism Management, 42, 101–113. https://doi.org/10.1016/j.tourman.2013.11.003
Song, C., Ikei, H., Kagawa, T., & Miyazaki, Y. (2019). Effects of Walking in a Forest on Young Women. International Journal of Environmental Research and Public Health, 16(2), 229. https://doi.org/10.3390/ijerph16020229
Sumitomo, K., Akutsu, H., Fukuyama, S., Minoshima, A., Kukita, S., Yamamura, Y., et al. (2015). Conifer-Derived Monoterpenes and Forest Walking. Mass Spectrometry, 4(1), A0042–A0042. https://doi.org/10.5702/massspectrometry.A0042
Tabernero, C., & Hernández, B. (2011). Self-Efficacy and Intrinsic Motivation Guiding Environmental Behavior. Environment and Behavior, 43(5), 658–675. https://doi.org/10.1177/0013916510379759
Teare, R. (1990). International Journal of Contemporary HospitalityManagement. Marketing Intelligence & Planning, 8(5), 12–14. https://doi.org/10.1108/EUM0000000001079
Tosun, C., Dedeoğlu, B. B., & Fyall, A. (2015). Destination service quality, affective image and revisit intention: The moderating role of past experience. Journal of Destination Marketing & Management, 4(4), 222–234. https://doi.org/10.1016/j.jdmm.2015.08.002
Tsao, T.-M., Tsai, M.-J., Hwang, J.-S., Cheng, W.-F., Wu, C.-F., Chou, C.-C.K., & Su, T.-C. (2018). Health effects of a forest environment on natural killer cells in humans: an observational pilot study. Oncotarget, 9(23), 16501–16511. https://doi.org/10.18632/oncotarget.24741
Wang, Xin. (2021). The practical path of social integration of tourism immigrants in ethnic areas. Tourism Tribune, 36(10), 11–13. https://doi.org/10.19765/j.cnki.1002-5006.2021.10.006
Wang, J., Kim, J., Moon, J., & Song, H. (2020a). The Effect of Smog-Related Factors on Korean Domestic Tourists’ Decision-Making Process. International Journal of Environmental Research and Public Health, 17(10), 3706. https://doi.org/10.3390/ijerph17103706
Wang, Y.-C., Liu, C.-R., Huang, W.-S., & Chen, S.-P. (2020b). Destination Fascination and Destination Loyalty: Subjective Well-Being and Destination Attachment as Mediators. Journal of Travel Research, 59(3), 496–511. https://doi.org/10.1177/0047287519839777
Wang, W., Lin, C., & Huang, L. (2021). Evaluating a theoretical model for revisit intention of hot springs tourists: A perspective of protection motivation theory. Tourism Tribune, 36(6), 133–142. https://doi.org/10.19765/j.cnki.1002-5006.2021.06.014
Weng, L., Wu, Y., Han, G., Liu, H., & Cui, F. (2022). Emotional State, Psychological Resilience, and Travel Intention to National Forest Park during COVID-19. Forests, 13(5), 750. https://doi.org/10.3390/f13050750
Yasami, M. (2021). International Tourists’ Threat Appraisal, Coping Appraisal, and Protection Intention. Journal of Quality Assurance in Hospitality & Tourism, 22(2), 163–190. https://doi.org/10.1080/1528008X.2020.1768460
Yu, C.-P., & Hsieh, H. (2020). Beyond restorative benefits: Evaluating the effect of forest therapy on creativity. Urban Forestry & Urban Greening, 51, 126670. https://doi.org/10.1016/j.ufug.2020.126670
Zhang, J., Li, S., & Guo, Y. (2019). Study on the influencing factors of farmers’ environmental behavior based on the protection motivation theory. Journal of Arid Land Resources and Environment, 33(5), 8–13. https://doi.org/10.13448/j.cnki.jalre.2019.130
Zhang, L., Wu, C., & Hao, Y. (2022). Effect of The Development Level of Facilities for Forest Tourism on Tourists’ Willingness to Visit Urban Forest Parks. Forests, 13(7), 1005. https://doi.org/10.3390/f13071005
Zhao, J., & An, Y. (2021). Behavioural intention of forest therapy tourism in China: Based on health belief model and the theory of planned behaviour. Current Issues in Tourism, 24(24), 3425–3432. https://doi.org/10.1080/13683500.2021.1886256
Zheng, D., Luo, Q., & Ritchie, B. W. (2021). Afraid to travel after COVID-19? Self-protection, coping and resilience against pandemic ‘travel fear.’ Tourism Management, 83, 104261. https://doi.org/10.1016/j.tourman.2020.104261
Funding
This research was funded by 2021 Fujian Social Science Planning Youth Project (Grant FJ2021C092); National Social Sciences Scientific Research Cultivation Plan of FAFU (Grant xpy201808); The first Batch of 2022 Ministry of Education Industry University Cooperation Collaborative Education Project (Grant220500514205721); The Second Batch of 2021 Ministry of Education Industry University Cooperation Collaborative Education Project (Grant 202102629057 and Grant 202102389024).
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Lin, W., Lin, Q., Tang, D. et al. A study on the factors influencing the intention to revisit forest tourism based on PMT-TPB?. Curr Psychol 43, 11841–11853 (2024). https://doi.org/10.1007/s12144-023-05278-6
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DOI: https://doi.org/10.1007/s12144-023-05278-6