Alex Mikulas’s research while affiliated with University of Wisconsin–Madison and other places

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Publications (2)


Home Price Change and Ethno-racial Residential Segregation: Temporal Relationships at the Metro Level
  • Article

July 2024

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3 Reads

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1 Citation

Socius Sociological Research for a Dynamic World

Alex Mikulas

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Brenden Beck

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Max Besbris

Although rates of residential racial segregation and home prices are undoubtedly related, the temporal nature of the relationship has rarely been studied. Using fixed effects models in a cross-lagged framework, we examine how prior changes in segregation and home prices at the metro level predict changes in the other. Our findings suggest that increases in home prices predict increasing racial segregation years later, but increases in segregation fail to predict subsequent change in home values. Metros that experience a 1 standard deviation increase in home prices experience an associated 0.25 standard deviation increase in Black-White segregation 10 years later and a 0.18 standard deviation increase 20 years later. No relationship is observed for Hispanic-White segregation. We discuss implications for understanding the economic underpinnings of segregation. Findings also offer insight into future segregation trends and illuminate how changes in the housing market may drive demographic trends more broadly.


Spatiotemporal Changes in the Slavery-Inequality Relationship: The Diffusion of the Legacy of Slavery

May 2024

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30 Reads

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3 Citations

Demography

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Alex Mikulas

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[...]

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Despite the persistence of relationships between historical racist violence and contemporary Black–White inequality, research indicates, in broad strokes, that the slavery–inequality relationship in the United States has changed over time. Identifying the timing of such change across states can offer insights into the underlying processes that generate Black–White inequality. In this study, we use integrated nested Laplace approximation models to simultaneously account for spatial and temporal features of panel data for Southern counties during the period spanning 1900 to 2018, in combination with data on the concentration of enslaved people from the 1860 census. Results provide the first evidence on the timing of changes in the slavery–economic inequality relationship and how changes differ across states. We find a region-wide decline in the magnitude of the slavery–inequality relationship by 1930, with declines traversing the South in a northeasterly-to-southwesterly pattern over the study period. Different paces in declines in the relationship across states suggest the expansion of institutionalized racism first in places with the longest-standing overt systems of slavery. Results provide guidance for further identifying intervening mechanisms—most centrally, the maturity of racial hierarchies and the associated diffusion of racial oppression across institutions, and how they affect the legacy of slavery in the United States.

Citations (2)


... While empirical studies such as Mikulas et al., Brasington et al., and Box-Couillard and Christensen have incorporated housing prices into segregation analyses at various scales, these models often remain limited to aggregate-level associations [29][30][31]. Our study builds on this body of work by constructing a street-scale predictive model that integrates housing price dynamics with micro-scale environmental and perceptual data using both econometric and deep learning methods. ...

Reference:

Integrating Machine Learning, SHAP Interpretability, and Deep Learning Approaches in the Study of Environmental and Economic Factors: A Case Study of Residential Segregation in Las Vegas
Home Price Change and Ethno-racial Residential Segregation: Temporal Relationships at the Metro Level
  • Citing Article
  • July 2024

Socius Sociological Research for a Dynamic World

... In the 1920s the internationalization of abolitionism that followed the creation of the League of Nations resulted in the activation of antislavery laws and the establishment of international surveillance mechanisms . By 1930, there was a regionwide decline in the magnitude of the slavery-inequality relationship (O'Connell et al. 2024), where many enslaved could migrate inside the United States ( Figure 3). In Mexico, the Dominican Republic, and Central America, the end of Spanish colonial rule and abolition were closely linked in the first three decades of the 19th century (Smith, 2024), while Cuba was the last Spanish colony to end slavery in 1886 (Smith, 2024). ...

Spatiotemporal Changes in the Slavery-Inequality Relationship: The Diffusion of the Legacy of Slavery
  • Citing Article
  • May 2024

Demography