Table 2. A multivariate analysis of county level interactions involving Latino disparity.
Category | Variableδ | Model 1: N = 485a | Model 2: N = 675b | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Beta | Std† Beta | SE | p-value | Role of Factor | Beta | Std† Beta | SE | p-value | ||
HIV Characteristics | County Prevalence Rateβ | — | — | — | — | — | — | — | — | |
Male Prevalence Rateβ | — | — | — | — | — | — | — | — | ||
Female Prevalence Rateβ | -0.07 | -0.06 | 0.03 | 0.044* | Effect Modifier | -0.02 | -0.02 | 0.03 | 0.574 | |
% MSM | — | — | — | — | — | — | — | — | ||
% IDU | 0.03 | 0.21 | 0 | < 0.001* | Effect Modifier | — | — | — | — | |
% Heterosexual | — | — | — | — | — | — | — | — | ||
New Diagnosis Rateβ | 0.03 | 0.03 | 0.03 | 0.312 | Homogeneous | — | — | — | — | |
IDU Prevalence Rateβ | — | — | — | — | — | — | — | — | ||
MSM Prevalence Rateβ | — | — | — | — | — | — | — | — | ||
Socioeconomic | Median Household Incomeβ | — | — | — | — | — | — | — | — | |
GINI Index | -0.01 | -0.02 | 0.01 | 0.629 | -0.02 | -0.06 | 0.01 | 0.115 | ||
% High School Education | -0.01 | -0.04 | 0.01 | 0.223 | -0.02 | -0.08 | 0.01 | 0.031* | ||
% Unemployed | — | — | — | — | — | — | — | — | ||
Income Inequality Ratioβ | 0.5 | 0.07 | 0.28 | 0.078 | Homogeneous | 0.81 | 0.11 | 0.28 | 0.004* | |
Non-White/White Segregation Index | — | — | — | — | — | — | — | — | ||
Black/White Segregation Index | — | — | — | — | — | — | — | — | ||
% Non-Latino White Living Below Poverty | — | — | — | — | — | — | — | — | ||
% Living Below Poverty | — | — | — | — | — | — | — | — | ||
Community Environment | % Single Parent Household | — | — | — | — | — | — | — | — | |
Social Association Rate | -0.2 | -0.07 | 0.07 | 0.007* | Effect Modifier | -0.14 | -0.05 | 0.07 | 0.037* | |
Violent Crime Rate | -0.07 | -0.04 | 0.05 | 0.161 | -0.1 | -0.06 | 0.04 | 0.033* | ||
% Severe Housing Problems | -0.03 | -0.13 | 0.01 | < 0.001* | Effect Modifier | -0.03 | -0.12 | 0.01 | < 0.001* | |
% Rural | 0 | -0.06 | 0 | 0.046* | Effect Modifier | 0 | -0.02 | 0 | 0.625 | |
Health Behaviors | % Excessive Drinking | — | — | — | — | — | — | — | — | |
Chlamydia Rateβ | — | — | — | — | — | — | — | — | ||
Drug Overdose Mortality Rateβ | -0.26 | -0.12 | 0.05 | < 0.001* | Effect Modifier | -0.24 | -0.11 | 0.05 | < 0.001* | |
Gonorrhea Rateβ | 0 | 0 | 0.03 | 0.921 | -0.03 | -0.02 | 0.03 | 0.389 | ||
Access to Health Care | % Uninsured | 0 | 0 | 0.01 | 0.932 | 0 | -0.01 | 0.01 | 0.85 | |
Primary Care Provider Rateβ | — | — | — | — | — | — | — | — | ||
Mental Health Provider Rateβ | — | — | — | — | — | — | — | — | ||
Preventable Hospitalization Rateβ | -0.13 | -0.04 | 0.11 | 0.235 | -0.07 | -0.02 | 0.1 | 0.527 | ||
Healthcare Costsβ | -0.32 | -0.04 | 0.23 | 0.162 | Homogeneous | -0.38 | -0.05 | 0.23 | 0.096 | |
Latino Characteristics | Latino Population % Change 2000–2014 | -0.05 | -0.05 | 0.02 | 0.035* | Effect Modifier | -0.07 | -0.07 | 0.02 | 0.001* |
% Mexican | 0 | -0.07 | 0 | 0.052 | Homogeneous | 0 | -0.04 | 0 | 0.277 | |
% Puerto Rican | 0.01 | 0.09 | 0 | 0.006* | Effect Modifier | 0.01 | 0.12 | 0 | < 0.001* | |
% Latino | — | — | — | — | — | — | — | — | ||
% Not English Proficient | 0.04 | 0.13 | 0.01 | 0.003* | Effect Modifier | 0.03 | 0.1 | 0.01 | 0.015* | |
% Latino Living Below Poverty | 0.02 | 0.12 | 0 | < 0.001* | Effect Modifier | 0.01 | 0.09 | 0 | < 0.001* | |
Latino/Non-Latino White Ratios | Poverty Ratio (% Latino / % Non-Latino White) β | — | — | — | — | — | — | — | — | |
Population Ratio (% Latino / % Non-Latino White) β | -0.35 | -0.4 | 0.04 | < 0.001* | Effect Modifier | -0.33 | -0.38 | 0.03 | < 0.001* | |
Income Ratio (% Latino / % Non-Latino White) β | — | — | — | — | — | — | — | — |
δ Each row represents a factor in a multivariable model, only the interaction terms from the models are displayed. A dashed line indicates this variable was non-significant in the individual level analyses of disparity and therefore not included in this multivariate analysis, or they were redundant and excluded from the final model.
†Std = standardized.
a Model 1 includes all variables found significant in the individual level analyses, excluding redundant variables (% MSM, MSM Prevalence Rate while retaining % IDU; % Latino while retaining % Mexican and % Puerto Rican).
b Model 2 additionally excludes two HIV characteristics with large amounts of missing/suppressed data: % IDU, and New Diagnosis Rate.
β Denotes log transformation of variable.
* Significant at p<0.05.