Zero inflated Poisson Model | Standard Poisson | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Zero inflated part | Poisson part | ||||||||||||||
Estimate | 95% CI | p-value | OR | Estimate | 95% CI | p-value | IRR | Estimate | 95% CI | p-value | IRR | ||||
Intercept | 1.83 | 1.65 | 2.01 | <.0001 | −1.69 | −1.86 | −1.53 | <.0001 | −3.65 | −3.71 | −3.58 | <.0001 | |||
Patient age 35–49 | 0.26 | 0.09 | 0.44 | 0.00 | 1.30 | 0.09 | −0.07 | 0.26 | 0.26 | 1.10 | −0.14 | −0.20 | −0.08 | <.0001 | 0.87 |
Patient age 50–64 | 0.55 | 0.38 | 0.73 | <.0001 | 1.74 | 0.12 | −0.04 | 0.28 | 0.15 | 1.13 | −0.38 | −0.45 | − 0.32 | <.0001 | 0.68 |
Patient age 65–84 | 0.96 | 0.78 | 1.13 | <.0001 | 2.60 | 0.50 | 0.34 | 0.67 | <.0001 | 1.65 | −0.36 | −0.43 | −0.29 | <.0001 | 0.70 |
Patient age > =85 | 1.67 | 1.46 | 1.87 | <.0001 | 5.29 | 1.07 | 0.88 | 1.26 | <.0001 | 2.92 | −0.45 | −0.55 | − 0.35 | <.0001 | 0.64 |
Female patient | − 0.11 | − 0.20 | − 0.03 | 0.01 | 0.89 | − 0.10 | − 0.18 | − 0.02 | 0.01 | 0.91 | − 0.02 | − 0.06 | 0.02 | 0.28 | 0.98 |
Foreign patient | −0.12 | − 0.40 | 0.17 | 0.42 | 0.89 | 0.09 | −0.18 | 0.35 | 0.52 | 1.09 | 0.20 | 0.08 | 0.32 | 0.00 | 1.22 |
Patient with 3 or more chronic diseases | −0.37 | − 0.51 | − 0.24 | <.0001 | 0.69 | 0.48 | 0.35 | 0.61 | <.0001 | 1.61 | 0.85 | 0.79 | 0.91 | <.0001 | 2.33 |
Patient with 2 chronic disease | −0.31 | − 0.45 | − 0.17 | <.0001 | 0.73 | 0.30 | 0.16 | 0.43 | <.0001 | 1.35 | 0.61 | 0.54 | 0.67 | <.0001 | 1.83 |
Patient with 1 chronic disease | −0.35 | − 0.49 | − 0.22 | <.0001 | 0.70 | 0.06 | −0.07 | 0.18 | 0.39 | 1.06 | 0.39 | 0.33 | 0.44 | <.0001 | 1.47 |
2016 | 0.59 | 0.45 | 0.72 | <.0001 | 1.80 | 0.64 | 0.51 | 0.77 | <.0001 | 1.89 | 0.12 | 0.06 | 0.17 | <.0001 | 1.12 |
2017 | 0.43 | 0.29 | 0.56 | <.0001 | 1.53 | 0.61 | 0.48 | 0.74 | <.0001 | 1.84 | 0.25 | 0.19 | 0.30 | <.0001 | 1.28 |
2018 | 0.01 | −0.12 | 0.15 | 0.84 | 1.01 | 0.40 | 0.27 | 0.53 | <.0001 | 1.49 | 0.41 | 0.35 | 0.46 | <.0001 | 1.50 |
Patient whose GP is first year in CHC | −0.60 | −1.23 | 0.02 | 0.06 | 0.55 | −0.56 | −1.09 | − 0.02 | 0.04 | 0.57 | −0.03 | −0.20 | 0.14 | 0.74 | 0.97 |
Patient whose GP is in CHC | −0.05 | − 0.16 | 0.05 | 0.33 | 0.95 | −0.11 | − 0.21 | − 0.01 | 0.03 | 0.89 | −0.06 | − 0.11 | − 0.01 | 0.01 | 0.94 |
AICC | 98,489.93 | 106,945.10 | |||||||||||||
BIC | 98,813.06 | 107,106.66 | |||||||||||||
Pearson Chi-Square (value/DF) | 1.03 | 1.31 | |||||||||||||
Vuong statistic | 4.89 |