Assessing the Influence of Locational Suitability on the Spatial Distribution of Household Wealth in Bernalillo County, NM

This study applies Multiscale Geographically Weighted Regression (MGWR) to examine the spatial determinants of household wealth in Bernalillo County, New Mexico. The model incorporates sociodemographic, environmental, and proximity-based variables to evaluate how locational suitability influences economic outcomes. Key factors considered include income, home value, elevation, PM2.5 concentration, and distances to essential services such as schools, markets, and hospitals. The MGWR model demonstrates strong performance, explaining approximately 63 percent of the variation in household wealth. Results show that proximity to markets, schools, and parks significantly increases wealth in over 40 percent of neighborhoods. In contrast, closeness to hospitals and bus stops is negatively associated with wealth, suggesting that nearby disamenities can reduce housing desirability. Strong spatial autocorrelation (Morans I = 0.53, p < 0.001) indicates that wealthier households are significantly clustered, highlighting the influence of localized factors. Overall, the study reveals that the relationship between locational suitability and household wealth is spatially variable across the county.

Publication Details

Journal
ArXiv.org
Published
2025-10-13
Primary Topic
Urban, Neighborhood, and Segregation Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Assessing the Influence of Locational Suitability on the Spatial Distribution of Household Wealth in Bernalillo County, NM

ArXiv.org
Urban, Neighborhood, and Segregation Studies
article

Assessing the Influence of Locational Suitability on the Spatial Distribution of Household Wealth in Bernalillo County, NM

article en

Abstract

This study applies Multiscale Geographically Weighted Regression (MGWR) to examine the spatial determinants of household wealth in Bernalillo County, New Mexico. The model incorporates sociodemographic, environmental, and proximity-based variables to evaluate how locational suitability influences economic outcomes. Key factors considered include income, home value, elevation, PM2.5 concentration, and distances to essential services such as schools, markets, and hospitals. The MGWR model demonstrates strong performance, explaining approximately 63 percent of the variation in household wealth. Results show that proximity to markets, schools, and parks significantly increases wealth in over 40 percent of neighborhoods. In contrast, closeness to hospitals and bus stops is negatively associated with wealth, suggesting that nearby disamenities can reduce housing desirability. Strong spatial autocorrelation (Morans I = 0.53, p < 0.001) indicates that wealthier households are significantly clustered, highlighting the influence of localized factors. Overall, the study reveals that the relationship between locational suitability and household wealth is spatially variable across the county.

ArXiv.org
National Aeronautics and Space Administration, Texas State University
No poverty
Openalex Percentile: Top 36%
Urban, Neighborhood, and Segregation Studies
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Assessing the Influence of Locational Suitability on the Spatial Distribution of Household Wealth in Bernalillo County, NM · ArXiv.org (2025) | TGRS Research Map | TGRS