EXPLORATORY FACTOR ANALYSIS OF TOURISM DESTINATION ATTRIBUTES AFFECTING TOURIST PERCEPTION OF A DESTINATION BRAND: A CASE STUDY OF SONGKHLA LAKE BASIN, MUANG DISTRICT, SONGKHLA PROVINCE
Keywords:
Destination Attributes, Tourist Perception, Destination Brand, Songkhla Lake BasinAbstract
This study aimed to identify the tourism destination attributes affecting tourist perception of Songkhla Lake Basin (SLB) brand, Muang district, Songkhla Province. Therefore, the Exploratory Factor Analysis (EFA) method was used to determine the underlying dimensions governing the full set of 46 items of SLB destination attributes. The study was conducted on 420 cases of Thai tourists by purposive and convenience sampling survey methods. The survey instruments used in the research were tested for validity and reliability before application. The Cronbach’s alpha was 0.894. The factor analysis generated 17 underlying dimensions of the destination attributes, which explain 74.153% of the total variance.
The finding indicated acceptable appropriateness of the indicators used for factor structure detection as measured by the Kaiser-Meyer-Olkin Measure of Sampling Adequacy (KMO) of 0.599 and the Bartlett’s test of sphericity was statistically significant (p < 0.001). According to the EFA study, component 1 consisting of travel convenience, a variety of public transportation, clear signage availability, and a variety of tourist activities, was perceived most favorably by Thai tourists, holding the greatest variance of 10.773%. In addition, independent t-test analysis was employed to identify factors influencing the destination brand’s perception. The study revealed only 2 components were identified as significant (p < 0.05), consisting of component 1 - accessibility and activity (p = 0.008) and component 5 - destination management (p = 0.042).
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