The most significant geospatial technology for conducting an analysis of possible spatial associations is GIScience, because it will help the geographer conduct quantitative analysis of layered information.
GIScience allows geographers to analyze spatial relationships and patterns by integrating various data layers (such as demographics, environmental data, infrastructure, etc.), facilitating a deeper understanding of spatial associations and trends within the data. This capability is crucial for interpreting complex spatial phenomena effectively.