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Journal of Chinese
            Architecture and Urbanism                                            Cultural tourism and lessons from China



            5.4. Correlation heatmap                             For example, the social dimension of tourism

            Figure  4 presents a heatmap that visually depicts   development exhibits a strong association with both tangible
            the relationships between tourism development      and intangible heritage, suggesting that social dynamics
            dimensions and cultural heritage, allowing for a rapid   have a central impact on cultural preservation. In contrast,
            assessment of the strongest and weakest correlations.   weaker correlations, such as those observed between the
            Strong positive correlations are represented in warmer   economic dimension and intangible heritage, indicate the
            tones (red), while negative or weak correlations   need for a differentiated approach to these areas.
            appear in cooler tones (blue). The intensity of the   This graphical representation not only simplifies data
            colors reflects the strength of the correlations, with   interpretation but also helps identify key patterns that can
            darker shades indicating stronger relationships. This   inform future policy strategies. The heatmap emphasizes
            visualization facilitates the comprehension of how   the importance of prioritizing social and environmental
            different dimensions interact, complementing the   factors in tourism development policies while highlighting
            numerical analysis.                                areas  requiring  targeted interventions,  such as  the


            Table 1. Interrelationships between tourism development dimensions and cultural heritage dimensions
            Dimensions         M (SD)  Environmental   Social dimension  Economic dimension  Tangible heritage  Intangible heritage
                                        dimension
            Environmental dimension  3.7 (1.2)  1      0.611**        0.205**        0.624**        0.513**
            Social dimension   3.1 (1.1)  0.611**        1            −0.089*        0.890**        0.795**
            Economic dimension  2.3 (0.8)  0.205**     −0.089*          1            0.194**       −0.344**
            Tangible heritage  3.3 (1.1)  0.624**      0.890**        0.194**          1            0.730**
            Intangible heritage  2.8 (0.9)  0.513**    0.795**        −0.344**       0.730**          1
            Notes: **p<0.01; M (SD): Mean score (standard deviation).





































            Figure 4. Correlation heatmap: Tourist development dimensions and cultural heritage
            Source: Heatmap by the authors.


            Volume 7 Issue 3 (2025)                         10                       https://doi.org/10.36922/jcau.5862
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