The Impact of Perceived COVID-19 Risk and Social Media on the Intention for Revisiting with the Mediating Role of Brand Engagement in the Tourism Industry of Māzandarān province

Document Type : Original Article

Author

Associate Professor, Department of Business Management, University of Mohaghegh Ardabili, Ardabil, Iran.

Abstract

In recent years, the global economy witnessed a remarkable growth in the tourism industry. However, this growth and dynamism were severely disrupted by the global spread of the COVID-19. With the imposition of international travel bans and the enforcement of widespread restrictions on public gatherings, along with hindrances to movement and mobility to various destinations, the tourism sector came to a halt. The pandemic's impact effectively pushed tourism towards a complete standstill. This study aimed to investigate the impact of perceived COVID-19 risk and social media on the intention for revisiting, with the mediating role of brand engagement in the tourism industry. The study had an applied objective and was conducted using descriptive survey with a cross-sectional approach in terms of methodology. The statistical population of the study were all customers of tourism offices in Māzandarān province, from which 384 individuals has been selected as the sample through the Cochran formula. A researcher-made questionnaire adapted from Rutter's study (2021) was used for data collection. The questionnaire comprised 7 dimensions and 29 questions, formulated on a five-point Likert scale. The content validity of the questionnaire was confirmed. The reliability of the questionnaire was calculated by the Cronbach's alpha coefficient (α=0.7). Partial Least Squares Structural Equation Modeling (PLS-SEM) technique using SmartPLS software was employed for hypothesis testing. The results demonstrated that social media and perceived COVID-19 risk have significant direct effects on brand engagement and intention for revisiting. Furthermore, the brand engagement has a significant direct impact on the intention for revisiting. Brand engagement was also found to mediate the relationship between social media and perceived risk with the intention for revisiting.
 
Extended Abstract
Introduction
The global pandemic of the coronavirus disease, commonly known as COVID-19, has caused disruptions worldwide and brought about unprecedented socio-economic transformations across societies around the globe. The side effects of combating this disease include the paralysis of productive activities, leading to serious economic and social consequences on a global scale. One of the sectors most sensitive to health and safety issues, changes in political conditions, economic crises, natural disasters, and epidemics is the tourism industry. For over a year now, the global tourism industry has faced an unprecedented recession. Most tourism establishments and travel service offices have been shut down, transportation systems and flights have been limited, hotels and eco-tourism destinations have been devoid of travelers, and tour guides find themselves unemployed and confined to their homes. While numerous studies have been conducted regarding the impacts of COVID-19 on the tourism industry, only a few have examined perceived risk as a significant factor influencing the intention to revisit tourist destinations. This gap in the research literature indicates an area that requires further investigation. Also, social media possess considerable potential to influence tourists' intention to visit destinations, as these platforms can potentially engage tourists with the destination's brand. However, the effects of social media on brand engagement during a pandemic have not received significant attention. Therefore, it is essential to bridge this research gap through more comprehensive studies. The present research aimed to explore the impact of perceived risk and social media during the pandemic on the intention for revisiting, while also investigating the mediating role of brand engagement. The objective of this study was to propose a new conceptual framework with sufficient complexity to elucidate the factors influencing the intention to revisit a destination, taking into account the potential roles of perceived risk, social media, and brand engagement.
Methodology
The study had an applied objective and was conducted using descriptive survey with a cross-sectional approach in terms of methodology. The statistical population of the study were all customers of tourism offices in Māzandarān province, from which 384 individuals has been selected as the sample through the random sampling method. A researcher-made questionnaire adapted from Rutter's study (2021) was used for data collection. The sample size required for the study was calculated from the Cochran's formula for a limited population with a 5% error. Data collection was conducted through both library research and survey. The variables under investigation were gathered using an adapted "Indigenized Electronic Questionnaire" based on Rutter's study (2021). The questionnaire comprised 7 dimensions and 29 questions designed based on a 5-point Likert scale. The face validity of the questionnaire was confirmed by experts and specialists. The content validity was assessed using the Relative Content Validity Index, based on the opinions of 10 knowledgeable experts in the research area. Additionally, the reliability of the questionnaire was verified using the Cronbach's alpha coefficient. Given that the relative content validity values based on the opinions of 10 experts were above 0.60 and the Cronbach's alpha coefficients for each research variable were above 0.70, it can be concluded that the variables are normal, and the validity and reliability of the research questionnaire have been confirmed. The collected data were analyzed using the Structural Equation Modeling (SEM) technique with a partial least squares (PLS) approach, using SmartPLS software.
Results and discussion
The results indicated that social media has a positive and significant effect on brand engagement with a standardized coefficient of 0.482. This result showed that with an increase in individuals' use of social media, their engagement with the brand also increases. The perceived risk of COVID-19 has a negative and significant impact on brand engagement with a standardized coefficient of 0.141. Therefore, the second hypothesis was confirmed. This finding suggests that as the perceived risk of COVID-19 increases, brand engagement decreases. Additionally, the results indicated that social media, perceived risk of COVID-19, and brand engagement have significant effects on the intention to revisit with standardized coefficients of 0.519, 0.211, and 0.189, respectively. Therefore, the third to fifth hypotheses were confirmed. These results demonstrated that as individuals' use of social media and brand engagement increase, the intention to revisit also increases. Moreover, as the perceived risk of COVID-19 increases, the intention to revisit decreases. The results also showed that brand engagement mediates the relationship between social media and the intention to revisit, and the obtained Sobel test value is greater than 0.961, indicating a significant indirect effect. Similarly, brand engagement also mediates the relationship between the perceived risk of COVID-19 and the intention to revisit, therefore the seventh hypothesis was confirmed.
Conclusion
Given that tourism is one of the largest industries worldwide with rapid growth, it is expected to play a significant role in the economic and social recovery following the global spread of the coronavirus. To this end, the present study investigated the impact of perceived risk and social media on the intention to revisit with the mediating role of brand engagement. The results indicated that factors such as perceived travel risk and social media have an influence on brand engagement. One of the most prominent phenomena observed in customer behavior during the COVID-19 pandemic is the perceived risk, which has notably affected their behaviors and decisions. Furthermore, the findings showed that brand engagement has an impact on the intention to revisit. The mental image of the destination serves as a predictor for the economic performance of a tourism organization (such as hotels or travel agencies). Additionally, the results of this study highlighted the influence of brand engagement on the intention to revisit.
Funding
There is no funding support.
Authors’ Contribution
Authors contributed equally to the conceptualization and writing of the article. All of the authors approved the content of the manuscript and agreed on all aspects of the work.
Conflict of Interest
Authors declared no conflict of interest.
Acknowledgments
We are grateful to all the persons for scientific consulting in this paper.

Highlights

- More activity of tourism agencies on social pages encourages tourists to travel.
- In order to reduce the perceived risk of tourists, health facilities can be provided in tourist destinations.
- Active participation in virtual forums can be used to increase the engagement of tourists with tourism destination brands.

Keywords

Main Subjects


Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50, pp. 179–211. [This is the original paper describing the theory, but it can be a little bit difficult to understand, which is why I also recommend the related book (Ajzen, 2005).
Azadegan, P., Bahrami, S. h., and Veisy, K. (2021). "Investigating the Impact of Virtual Networks on Athletes' Mental Conflict". Sports Psychology Studies.10 (36). Pp. 145-164. [In Persian]
Bae, S. Y., Chang, P. J. (2021). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), pp. 1017-1035.‏
Bapuji, H., Patel, C., Ertug, G., and Allen, D. G. (2020). Corona crisis and inequality: Why management research needs a societal turn. Journal of Management, 46(7), pp. 1205–1222. https://doi.org/10.1177/0149206320925881.
Bhati, A. S., Mohammadi, Z., Agarwal, M., Kamble, Z., and Donough-Tan, G. (2020). Motivating or manipulating: The influence of health protective behaviour and media engagement on post-COVID-19 travel. Current Issues in Tourism.
brand Image and awareness. Consumer Behavior Studies Journal, 8(3), pp. 199-220. [In Persian]
Chang, J. C. (2009). Taiwanese tourists' perceptions of service quality on outbound guided package tours: A qualitative examination of the SERVQUAL dimensions. Journal of vacation marketing, 15(2), pp. 165-178.‏
Chang, S. Y. (2009). Australians’ holiday decisions in China: A study combining novelty-seeking and risk-perception behaviors. Journal of China Tourism Research, 5(4), pp. 364–387. https://doi.org/10.1080/19388160903382533.
Chen, C. F., Tsai, D. (2007). How destination image and evaluative factors affect behavioral intentions?. Tourism management, 28(4), pp. 1115-1122.‏
Chen, J., Wu, H., Qian, H., and Gao, Y. (2017). Assessing nitrate and fluoride contaminants in drinking water and their health risk of rural residents living in a semiarid region of Northwest China. Exposure and Health, 9(3), pp. 183-195.‏‏
Chew, E. Y. T., Jahari, S. A. (2014). Destination image as a mediator between perceived risks and revisit intention: A case of post-disaster Japan. Tourism management, 40, pp. 382-393.
Chi, C. G. Q., Pan, L., and Del Chiappa, G. (2018). Examining Destination Personality: Its Antecedents And Outcomes. Journal Of Destination Marketing & Management, 9(3), pp. 149-159
Chi, N. T. K. (2021). Innovation capability: The impact of e-CRM and COVID-19 risk perception. Technology in Society, 67, 101725.
Choo, H., Petrick, J. F. (2014). Social interactions and intentions to revisit for agritourism service encounters. Tourism Management, 40, pp. 372-381.‏
Chuo, H. Y. (2014). Restaurant diners’ self-protective behavior in response to an epidemic crisis. International Journal of Hospitality Management, 38, pp. 74–83. https://doi.org/10.1016/j.ijhm.2014.01.004.
Dillette, A. K., Douglas, A. C., and Andrzejewski, C. (2020). Dimensions of holistic wellness as a result of international wellness tourism experiences. Current Issues in Tourism, pp. 1–17.
Emadi, O., Asghari Mahboob, N. (2020). Impact of Corona virus (covid-19) on tourism industry and strategies to deal with it, the 5th International Conference on Research in Science and Engineering and the 2nd International Congress on Civil Engineering, Architecture and Urban Planning in Asia. [In Persian]
Farzanegan, M. R., Gholipour, H. F., Feizi, M., Nunkoo, R., and Andargoli, A. E. (2021). International tourism and outbreak of coronavirus (COVID-19): A cross-country analysis. Journal of Travel Research, 60(3), pp. 687-692.
Ferns, B. H., Walls, A. (2012). Enduring travel involvement, destination brand equity, and travelers’ visit intentions: A structural model analysis. Journal of Destination Marketing & Management, 1(1-2), pp. 27-35.‏
Fotiadis, A., Polyzos, S., and Huan, T. C. T. (2021). The good, the bad and the ugly on COVID-19 tourism recovery. Annals of Tourism Research, 87, 103117.
France, C., Grace, D., Merrilees, B., and Miller, D. (2018). Customer brand co-creation behavior: conceptualization and empirical validation. Marketing intelligence & planning, 36(3), pp. 334-348.
Fuchs, G., Reichel, A. (2006). Tourist destination risk perception: The case of Israel. Journal of Hospitality & Leisure Marketing, 14(2), pp. 83–108. https://doi.org/10.1300/J150v14n02_06.
Fuchs, L. S., Schumacher, R. F., Long, J., Namkung, J., Hamlett, C. L., Cirino, P. T., and Changas, P. (2013). Improving at-risk learners’ understanding of fractions. Journal of Educational Psychology, 105(3), 683.‏
Ghaffari, M., Konjkav-monfared, A. R., Taslimi-e-baboli, A. (2020). Study of the effect of tourists' mental engagement on the intention to visit the tourist destination again with emphasis on the role of brand equity (Case study: Shahrizad). Journal of Human Settlement Planning Studies. 15(3). Pp. 793-810. [In Persian]
Ghorbanzadeh, D., Agha-Mohammadi, J. (2021). Investigating the effect of perception of the risk of Covid 19 on the behavioral intentions of tourists towards non-contact tourism, a case study: Visitors to the tourist attractions of Amol city in the second wave of prevalence. Urban Tourism Quarterly, 8(1), pp. 15-31. [In Persian]
Grosi, A., Sadeghloo, T. (2021). Identification of factors affecting the perception of rural tourists of environmental risk and its impact on tourist travel behavior. Tourism Management Studies, 16 (55), pp. 318-297. [In Persian]
Hassanpour, M., Shahi, T., and Arjang-Mehr, D. (2020). Structural model of crisis management for Iran's tourism supply sector; Case study: Covid virus outbreak crisis - 19. Tourism Management Studies, 15 (Covid Special Issue 19), pp. 59-89. [In Persian]
Hemmati, R., Zahraei, D. (2014). Study of factors affecting the satisfaction and loyalty of foreign tourists to Isfahan as a tourism brand. Quarterly Journal of Tourism Planning and Development, 10(30), pp. 182-204. [In Persian]
Higgins-Desbiolles, F. (2020). Socialising tourism for social and ecological justice after COVID-19. Tourism Geographies, 22(3), pp. 610-623.
Huynh, T. L. (2020). The COVID-19 risk perception: A survey on socioeconomics and media attention. Economics Bulletin, 40(1), pp. 758–764.
Jago, L., Chalip, L., Brown, G., Mules, T., and Ali, S. (2003). Building Events into Destination Branding: Insights from Experts. Event Management, 8(1), pp. 3–14.
Karimi Alvijeh, M. R., Qalipour Hossein Abad, F., and Amrai, H. (2014). Mental conflict and its effect on the choice of a brand by a customer. Economic Journal,15 (5  & 6), pp. 65-82. [In Persian]
Karroubi, M., Bahari, J., Bahari, S. h., and Mohammadi, S. (2018). Study of structural relationships of previous visits, motivations, satisfaction and intention of tourists to return (Case study: Tabriz). Geography and Human Relations, 1(2). Pp. 716-732. [In Persian]
Khedher, A. B., Jraidi, I., and Frasson, C. (2019). Tracking students’ mental engagement using EEG signals during an interaction with a virtual learning environment. Journal of Intelligent Learning Systems and Applications, 11(01), 1.‏
Kourgiantakis, M., Apostolakis, A., and Dimou, I. (2021). COVID-19 and holiday intentions: the case of Crete, Greece. Anatolia, 32(1), pp. 148-151.
Laurent, G., Kapferer, J. N. (1985). Measuring consumer involvement profiles. Journal of marketing research, 22(1), pp. 41-53.‏
Lee, J., Back, K. (2008). Attendeebased Brand Equity, Tourism Management, 29(2), pp. 331–344.
Lehberger, M., Kleih, A. K., and Sparke, K. (2021). Panic buying in times of coronavirus (COVID-19): Extending the theory of planned behavior to understand the stockpiling of nonperishable food in Germany. Appetite, 161, 105118.
Mirtaghian Rudsari, S. M., Farokhian, F., and Naghavi, M. (2020). Investigation of Residents' Behavior towards Tourists during COVID-19 Outbreak. Tourism management studies, 15, pp. 115-143. [In Persian]
Movassaghi, H. (2022). Assessing the social impact of tourism from a sociological perspective. Sociological Studies, 14 (53), pp. 91-109. [In Persian]
Murphy, L., Benckendorff, P., and Moscardo, G. (2007). Linking Travel Motivation, Tourist Self-Image And Destination Brand Personality. Journal of Travel & Tourism Marketing, 22(2), pp. 45-59.
Nazmfar, H., Ali Bakhshi, A. (2021). Tourism Development Planning Future Studies (Case Study: Ardabil Province). Journal of Applied Research in Geographical Sciences, 21 (63), pp. 79-59. [In Persian]
OECD. (2020a). OECD economic outlook, Interim report March 2020.
OECD. OECD. (2020b). OECD tourism Trends and Policies 2020.
Pappas, N. (2016). Marketing strategies, perceived risks, and consumer trust in online buying behaviour. Journal of retailing and consumer services, 29, pp. 92-103.‏
Prayag, G., Ryan, C. (2012). Antecedents of Tourists’ Loyalty To Mauritius: The Role And Influence Of Destination Image, Place Attachment, Personal Involvement, And Satisfaction. Journal of Travel Research, 51(3), pp. 342-356.
Prentice, C., Wang, X., and Loureiro, S. M. C. (2019). The influence of brand experience and service quality on customer engagement. Journal of Retailing and Consumer Services, 50, pp. 50-59.‏
Rahmani, H., Arab, M., Saeedpour, J., Rajabi Vasukelai, Q., and Mirzaei, H. (2019). Iranian Health Tourism Market in the Corona Pandemic and After: Letter to the Editor. Quarterly Journal of Management Strategies in the Health System, 5(3), pp. 165-168. [In Persian]
Ranjbarian, B., Ghaffari, M., Baboli-e-taslimi, A. (2018). Explaining the effect of perceived tourist risks on the desire to revisit the tourist destination with the role of mediating the mental image of the tourist destination. Scientific Quarterly of Tourism Management Studies, 14(46). Pp. 137-164. [In Persian]
Rather, R. (2021). Monitoring the impacts of tourism-based social media, risk perception and fear on tourist’s attitude and revisiting behaviour in the wake of COVID-19 pandemic. Current Issues in Tourism.
Reichel, A., Fuchs, G., and Uriely, N. (2007). Perceived risk and the non institutionalized tourist role: the case of Israeli student ex-backpackers. Journal of Travel Research, 46(2), pp. 217-226.
Rosenstock, I. M. (1974). The health belief model and preventive health behavior. Health education monographs, 2(4), pp. 354-386.‏
Round, D. J. G., Roper, S. (2012) Exploring consumer brand name equity: Gaining insight through the investigation of response to name change. European Journal of Marketing, 46(7), pp. 938–951.
Saini, S., Singh, J. (2019). Cultivating Emotional Branding Through Customer Experience Management: From the Holistic Experience Perspective. In Brand Culture and Identity: Concepts, Methodologies, Tools, and Applications (pp. 1346-1361). IGI Global.
Seifollahi, N., Dehghani-e-Ghahnavieh, A. (2021). The Effect of Social Media on Behavioural Intentions and Co-Creation of BrandValue in Covid-19 Era, Case Study: Isfahan Tourists. Journal of Urban Tourism, 8(4), pp. 1-12. [In Persian]
 Seifollahi, N., Eskandar, N. (2021). Social Media marketing and consumer buying intentions; Mediation of
Shim, M., You, M. (2015). Cognitive and affective risk perceptions toward food safety outbreaks: mediating the relation between news use and food consumption intention. Asian Journal of Communication, 25(1), pp. 48-64.‏
Shoemaker, S., Lewis, R. C. (1999). Customer loyalty: the future of hospitality marketing. International journal of hospitality management, 18(4), pp. 345-370.‏
Storey, C., Larbig, C. (2018). Absorbing customer knowledge: how customer involvement enables service design success. Journal of Service Research, 21(1), pp. 101-118.
Villacé-Molinero, T., Fernández-Muñoz, J. J., Orea-Giner, A., and Fuentes-Moraleda, L. (2021). Understanding the new post-COVID-19 risk scenario: Outlooks and challenges for a new era of tourism. Tourism Management, 104324.
Yazdani, M. H., Alipour, E., Dashti, A. H., Biote, A. (2017). Investigating and evaluating the role of media on the development of urban tourism using the path analysis technique. Media studies, 13, pp. 21-40. [In Persian]
Zahra, M., Majid, E., and Manijeh, B. (2020). THE EFFECT OF CUSTOMER EXPERIENCES ON PURCHASE INTENTION THROUGH MEDIATOR VARIABLES OF MENTAL ENGAGEMENT AND VISUAL PERCEPTION. Studies in Business & Economics, 15(2).‏ [In Persian]
Zhang, H., Song, H., Wen, L., and Liu, C. (2021). Forecasting tourism recovery amid COVID-19. Annals of Tourism Research, 87, 103149.