Table 2.
Odds ratios (posterior means) and 95% credible intervals for associations between block group–level sociodemographic and geographic characteristics and the presence of Class II injection wells in Ohio (2010–2016), based on three models ( block groups with CII injection well; without CII injection well).
Characteristic | NSGLM (DIC: 1095.89, : 10.13) | SGLMM (DIC: 985.72, : 114.13) | Sparse SGLMM () (DIC: 1049.71, : 47.50) |
---|---|---|---|
UNG well (per 1 count) | 0.968 (0.943, 0.988)a | 0.974 (0.947, 0.994)a | 0.967 (0.939, 0.989)a |
Median age (per 1 y) | 0.987 (0.964, 1.01) | 0.980 (0.952, 1.01) | 0.984 (0.959, 1.01) |
Education (per 1%) | 1.01 (0.991, 1.04) | 1.01 (0.986, 1.04) | 1.01 (0.988, 1.04) |
Median income (per $10,000) | 0.834 (0.727, 0.939)a | 0.867 (0.733, 1.01) | 0.837 (0.719, 0.961)a |
White only (per 1%) | 1.01 (0.986, 1.04) | 1.01 (0.982, 1.04) | 1.02 (0.990, 1.05) |
Voter turnout (per 1%) | 0.993 (0.961, 1.02) | 1.01 (0.965, 1.05) | 0.994 (0.959, 1.03) |
Population density (per )b | 0.023 (0.006, 0.050)a | 0.017 (0.004, 0.045)a | 0.030 (0.008, 0.072)a |
Water area (per ) | 0.933 (0.815, 1.00) | 0.903 (0.751, 1.00) | 0.904 (0.761, 1.00) |
Utica Shale (yes vs. no) | 6.13 (4.08, 9.07)a | 1.18 (0.350, 2.93) | 5.06 (2.76, 8.36)a |
Marcellus Shale (yes vs. no) | 1.76 (1.14, 2.63)a | 1.49 (0.577, 3.12) | 2.58 (1.29, 4.45)a |
Note: All posterior summaries were generated using models that included all characteristics shown in Table 2. DIC, deviance information criterion; NSGLM, non-spatial generalized linear model; , effective number of parameters; q, model complexity; SGLMM, spatial generalized linear mixed model; Sparse SGLMM, sparse version of the SGLM; UNG, hydraulically fractured unconventional natural gas well.
Indicates statistical significance; 95% credible interval does not include 1.00.
Each unit of is equivalent to .