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Sociology

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University at Albany, State University of New York

2021

Spatial analysis (Statistics)

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Rurality And The Opioid Crisis In U.S. Counties : A Spatiotemporal Investigation, Feinuo Sun Aug 2021

Rurality And The Opioid Crisis In U.S. Counties : A Spatiotemporal Investigation, Feinuo Sun

Legacy Theses & Dissertations (2009 - 2024)

Previous studies on the opioid crisis in the United States at the subnational level rarely consider temporal and spatial dependency simultaneously. Under the theoretical framework of spatial inequality, this dissertation aims to understand how the uneven development of the opioid crisis across the rural-urban spectrum has been constructed and evolved from 2006 to 2018. Based on a new continuous measure of rurality, a spatiotemporal dataset is assembled based on the Multiple-Cause-of-Deaths File and other federal data sources, such as the U.S. Opioid Dispensing Map and the American Community Survey. The methods include geographical mapping, fixed effects modeling, and spatial panel …


Exploring Group-Threat And Police-Involved Homicide : A Spatial Analysis Of Police Involved Homicide In Us Counties, Kyle Demori Maksuta Jan 2021

Exploring Group-Threat And Police-Involved Homicide : A Spatial Analysis Of Police Involved Homicide In Us Counties, Kyle Demori Maksuta

Legacy Theses & Dissertations (2009 - 2024)

The recent advent of the Black Lives Matter movement has reinvigorated criminological inquiry into police violence. Recent advances in spatial analysis have opened new opportunities for understanding the spatial relationship between social structure and police violence. Spatial analysis is both statistically and substantively important to our understanding of police-involved-homicide (PIH), yet few studies have attempted to marry recent advances in spatial econometrics to this topic. The current study introduces spatial Durbin modeling (SDM) as a particularly useful approach to studying the spatial relationships between variables associated with group threat theory and PIH. Previous research has demonstrated the connections between group …