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RESEARCH AND DEVELOPMENT OF A CULTURAL INTELLIGENCE MEASUREMENT INSTRUMENT FOR PEOPLE IN WORLD HERITAGE SITES

By April 17, 2025January 17th, 2026Vol. 11.2

by Pannika Ngamcharoen, Naksit Sakdapat Duchduen Emma Bhanthumnavin

ABSTRACT

This study is a quantitative research endeavour focused on the development and assessment of a cultural intelligence measurement  tool.  The  aim  was  to  investigate  and  validate  the  elements,  framework,  and  reliability  of  the measurement  tool.  The  sample  comprised  850  persons  living  in  five  Thai  regions  recognised  as  UNESCO  World Cultural Heritage Sites. The sample size was determined with the G*Power software, and participants were chosen through multi-stage quota random sampling. The preliminary version of the measurement instrument, created by the researchers, comprised 100 components. The instrument was subjected to a five-step item analysis process: 1) Item quality assessment, 2) Exploratory factor analysis, 3) Confirmatory factor analysis, 4) Structural equation modelling, 5) Correlation coefficient evaluation. The research findings corroborated all five theories. The principal outcomes are as  follows.  The  exploratory  factor  analysis  performed  on  the  initial  dataset  identified  four  valid  components comprising 20 items, with a reliability coefficient of0.880. The components consist of five elements each of cultural knowledge,  cultural  awareness  and  contextual  sensitivity,  adaptation  and  behavioural  communication  skills,  and community participation. The measurement instrument accounted for 60.677% of the variance in cultural intelligence. The confirmatory factor analysis performed on the second dataset indicated that the measurement model exhibited a satisfactory fit with the empirical data, as evidenced by fit indices that met established criteria: χ² = 78.362, df = 68, p-value = 0.127, RMSEA = 0.036, GFI = 0.968, AGFI = 0.959, CFI = 0.976, TLI = 0.973, SRMA = 0.055. The validity analysis conducted  on  the  third  dataset  demonstrated  significant  positive  intercorrelations  among  components,  thereby affirming the construct validity of the measurement. The constructed measurement tool can be utilised in forthcoming study to examine cause and outcome variables associated with diverse behavioural characteristics within the tourist domain. This method can also be utilised to evaluate cultural knowledge in communities with analogous situations or in experimental research comparing pre-and post-training results of cultural tourism initiatives in Thailand. The results may facilitate the development of social indicators. The instrument can be used into training programs designed to improve comprehension and encourage sustainable cultural heritage preservation practices among the public.

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