Applying a Goal-Directed Behavior Model to Determine Risk Perception of COVID-19 and War on Potential Travelers' Behavioral Intentions

• Published in: International journal of environmental research and public health Vol. 20; no. 3; p. 2562
• Main Authors: Kim, Taeuk, Ha, Jungwoo
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 31.01.2023; MDPI
• Subjects: Behavior; Coronaviruses; Correlation analysis; COVID-19; COVID-19 - epidemiology; Decision making; Disease; Factor analysis; Female; Females; Gender; Goals; Humans; Hypotheses; Intention; International travel; Male; Males; Mental health; Multivariate statistical analysis; Pandemics; Perception; Perceptions; Polls & surveys; Risk perception; Risk taking; Surveys; Terrorism; Threats; Tourism; Travel; Travel - psychology; war risk perception; COVID-19 risk perception; desire; uncertainty toward international travel; behavioral intentions toward international travel; mental well-being toward international travel
• ISSN: 1660-4601; 1661-7827; 1660-4601
• DOI: 10.3390/ijerph20032562

The purpose of this study is to verify the influence of the relationship between risk perception of COVID-19 and the war-applied Model of Goal-directed Behavior (MGB) based on stimulus-organism-response (SOR) and potential travelers' behavioral intention. In addition, this study attempted to verify the relationship among uncertainty toward international travel, mental well-being toward international travel, and desire toward travelers' behavioral intention. Moreover, we examined the moderating effect of gender (female vs. male) among all variables for dependents. The survey was conducted on potential travelers in Korea. As for the survey period, a survey was conducted for one month beginning on 2 September 2022. Of the total 413 surveys, 361 surveys were used for the final analysis, and 52 unfaithful surveys were excluded. In addition, demographic, CFA, correlation analysis, structural equation modeling, and moderation effect analysis were verified using SPSS and AMOS. For the data analysis, we used SPSS 18.0 and Amos 20.0 to perform factor analysis and SEM. Significant effects were found in support for Hypotheses 1-5. Further, when it comes to the difference of gender on the relationship between all the variables, while no significant effect was found for Hypotheses 6a,c,e,g, a significant effect was found for Hypotheses 6b,d,f. Thus, H6a,c,e were rejected and H6b,d,f were supported. It was found that females had a greater influence on mental health and desire for overseas travel than males, but it was found that there was no difference between females and males in the relationship between desire and behavioral intention. Therefore, it was possible to verify that the MGB desire is an important psychological variable for both females and males. Furthermore, these findings offer academic practical implications to travel and tourism companies by presenting basic data based on the results of empirical research analysis in the context of the current dangerous situation.