TABLE 4—
Results of Marginalized Zero-Inflated Negative Binomial Model Assessing the Effects of Early Head Start (EHS) on Mean Increments in Dental Care Visits: Zero Out Early Childhood Caries Study, North Carolina
Variable | Parameter Estimate | Model-Based SE | Empirical SE | OR (95% CI) | RR (95% CI) |
Probability of having an excess dental care visit | |||||
EHS | −1.23** | 0.22 | 0.25 | 0.29 (0.19, 0.46) | |
Propensity score | 0.03 | 0.56 | 0.56 | 1.03 (0.32, 3.29) | |
Needed dental care at baseline | −4.98 | 7.78 | 11.45 | 0.01 (0.00, 66 529.45) | |
Had a dental care visit at baseline | −1.20* | 0.45 | 0.66 | 0.30 (0.12, 0.77) | |
Constant | −0.59** | 0.20 | 0.26 | 0.55 (0.37, 0.84) | |
Overall mean number of dental care visits | |||||
EHS | 0.30** | 0.068 | 0.063 | 1.35 (1.17, 1.55) | |
Propensity score | 0.30 | 0.160 | 0.160 | 1.35 (0.98, 1.87) | |
Needed dental care at baseline | 0.53** | 0.040 | 0.061 | 1.69 (1.56, 1.84) | |
Had a dental care visit at baseline | 0.42** | 0.089 | 0.090 | 1.52 (1.26, 1.83) | |
Constant | 0.31** | 0.092 | 0.090 | 1.36 (1.13, 1.65) | |
Random effects variance components | |||||
Standard deviation of excess zeros intercept | 0.69** | 0.13 | 0.014 | ||
Standard deviation of mean model intercept | 0.28** | 0.061 | 0.054 | ||
Correlation of random intercepts | −0.94** | 0.078 | 0.061 | ||
Overdispersion parameter | 0.04 | 0.019 | 0.023 |
Note. CI = confidence interval; OR = odds ratio; RR = rate ratio. ORs, RRs, and CIs are based on model empirical standard errors. Models included random effects for each of the 25 EHS program clusters (see Appendix B, available as a supplement to the online version of this article at http://www.ajph.org). Baseline data were collected from 2010–2012; 24-month follow-up data were collected from 2012–2014. The sample size was n = 1178.
*P < .05; **P < .01.