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. 2023 Jul 3;164(10):2358–2369. doi: 10.1097/j.pain.0000000000002945

Table 4.

Multilevel logistic regression of arthritis-attributable moderate/severe joint pain on individual-level and state-level factors, among adults aged 25 to 80 years.

Model 1 Model 2 Model 3
OR (95% CI) OR (95% CI) OR (95% CI)
Individual-level factors
 Education (ref: BA+)
  <HS 5.381*** 4.923-5.881 5.376*** 4.918-5.876
  HS/SC 2.694*** 2.565-2.829 2.674*** 2.542-2.812
 Age 1.032*** 1.031-1.034 1.029*** 1.027-1.031 1.029*** 1.027-1.031
 Sex (ref: male)
  Female 1.692*** 1.625-1.762 1.732*** 1.666-1.801 1.732*** 1.666-1.801
 Race (ref: Whites)
  Blacks 1.749*** 1.621-1.887 1.518*** 1.416-1.627 1.507*** 1.406-1.616
  Hispanics 1.201** 1.070-1.348 0.785** 0.681-0.904 0.783** 0.681-0.901
  Other 1.248*** 1.131-1.378 1.220*** 1.113-1.337 1.224*** 1.121-1.336
State-level factors
 Percentage of immigrants 0.864*** 0.801-0.931 0.922** 0.872-0.976 0.855*** 0.800-0.914
 EITC 1.008 0.958-1.060
 SNAP 0.925*** 0.963-0.957
 MGS 1.022 0.953-1.097
 Gini 1.040 0.981-1.102
 SCI 0.819*** 0.748-0.896
 Tobacco 1.020 0.956-1.090
Random effects
 State (variance) 0.078 0.053-0.115 0.067 0.047-0.098 0.021 0.012-0.037
 Education (variance)
  <HS 0.013 0.004-0.040 0.016 0.006-0.042
  HS/SC 0.003 0.001-0.011 0.002 0.000-0.010

P < 0.1. *P < 0.05. **P < 0.01. ***P < 0.001.

All models are sample weight adjusted. All state-level variables are standardized as Z-scores.

<HS, below high school; HS/SC, high school or some college; BA+, bachelor's degree or above; CI, confidence interval; EITC, Earned Income Tax Credit; Gini, Gini index; MGS, Medicaid Generosity Score; OR, odds ratio; SCI, Social Capital Index; SNAP, Supplemental Nutrition Assistance Program; Tobacco, tobacco taxes. State-level factors significantly predicting joint pain are shown in bold.